{"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: wordingone/ember", "shortDescription": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "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: wordingone/ember\nThread: wordingone/ember#61\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: wordingone/ember\nThread: wordingone/ember#61\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#61\nRepo: wordingone/ember\nIssue/PR number: 61\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'ch"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: wordingone/ember", "shortDescription": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "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: wordingone/ember\nThread: wordingone/ember#79\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: wordingone/ember\nThread: wordingone/ember#79\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#79\nRepo: wordingone/ember\nIssue/PR number: 79\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain':"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: wordingone/ember", "shortDescription": {"text": "Foundry mined assumption checks: wordingone/ember"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#98\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#98\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-18060a1e6ee692bc\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/98#issuecomment-4676503958\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nK"}, "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: wordingone/ember", "shortDescription": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "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: wordingone/ember\nThread: wordingone/ember#79\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: wordingone/ember\nThread: wordingone/ember#79\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#79\nRepo: wordingone/ember\nIssue/PR number: 79\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'f"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_schema_ui_api_gap", "name": "Foundry mined schema ui api mismatch: wordingone/ember", "shortDescription": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "fullDescription": {"text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#446\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#446\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#446\nRepo: wordingone/ember\nIssue/PR number: 446\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 32\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue"}, "properties": {"scanner": "foundry_dataset", "category": "quality", "severity": "high", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: wordingone/ember", "shortDescription": {"text": "Foundry mined bad chains: wordingone/ember"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: wordingone/ember\nThread: wordingone/ember#61\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: wordingone/ember#61\nRepo: wordingone/ember\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-eb451ed42babd4ff\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/61#issuecomment-4675773814\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\"}, "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: wordingone/ember", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#444\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#444\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#444\nRepo: wordingone/ember\nIssue/PR number: 444\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, "}, "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: wordingone/ember", "shortDescription": {"text": "Foundry mined mock as real or placeholder: wordingone/ember"}, "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: wordingone/ember\nThread: wordingone/ember#423\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: wordingone/ember\nThread: wordingone/ember#423\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#423\nRepo: wordingone/ember\nIssue/PR number: 423\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': "}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "scanner-70a508cca2925aae", "name": "Possibly dead Python function: eval_A1", "shortDescription": {"text": "Possibly dead Python function: eval_A1"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f9a6155296bcb17a", "name": "Possibly dead Python function: eval_A2", "shortDescription": {"text": "Possibly dead Python function: eval_A2"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bb5d8ccc53a19474", "name": "Possibly dead Python function: eval_A3", "shortDescription": {"text": "Possibly dead Python function: eval_A3"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-69def87d29acb38d", "name": "Possibly dead Python function: eval_B1", "shortDescription": {"text": "Possibly dead Python function: eval_B1"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-357df884676278dd", "name": "Possibly dead Python function: eval_B2", "shortDescription": {"text": "Possibly dead Python function: eval_B2"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5b9c686eefbb1673", "name": "Possibly dead Python function: eval_B4", "shortDescription": {"text": "Possibly dead Python function: eval_B4"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3d92cc17e4072df4", "name": "Possibly dead Python function: compute_loss", "shortDescription": {"text": "Possibly dead Python function: compute_loss"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-798bfda2f18411fd", "name": "Possibly dead Python function: measure_eager", "shortDescription": {"text": "Possibly dead Python function: measure_eager"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e59c95b1900a8402", "name": "Possibly dead Python function: measure_graph", "shortDescription": {"text": "Possibly dead Python function: measure_graph"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b81a06c78e3ea140", "name": "Possibly dead Python function: run_sequential_write", "shortDescription": {"text": "Possibly dead Python function: run_sequential_write"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1b1afcc13924709d", "name": "Possibly dead Python function: run_sequential_read", "shortDescription": {"text": "Possibly dead Python function: run_sequential_read"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b6b46eabcdd47dcd", "name": "Possibly dead Python function: run_random_io", "shortDescription": {"text": "Possibly dead Python function: run_random_io"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1cf01de728a6bbd2", "name": "Possibly dead Python function: run_parallel_io", "shortDescription": {"text": "Possibly dead Python function: run_parallel_io"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-be175b917f7eea78", "name": "Possibly dead Python function: reader", "shortDescription": {"text": "Possibly dead Python function: reader"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2dd86f662201a592", "name": "Possibly dead Python function: gpu", "shortDescription": {"text": "Possibly dead Python function: gpu"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ca20358a60157062", "name": "Possibly dead Python function: fwd_bwd", "shortDescription": {"text": "Possibly dead Python function: fwd_bwd"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5c802ac09e02d762", "name": "Possibly dead Python function: step_full", "shortDescription": {"text": "Possibly dead Python function: step_full"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-caabc2fb3d79e1bb", "name": "Possibly dead Python function: mlp_block", "shortDescription": {"text": "Possibly dead Python function: mlp_block"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b2f69dc961474d68", "name": "Possibly dead Python function: fwd_eager", "shortDescription": {"text": "Possibly dead Python function: fwd_eager"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5a690f410ff884f0", "name": "Possibly dead Python function: fwd_b", "shortDescription": {"text": "Possibly dead Python function: fwd_b"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c7a2fda73fcaad4a", "name": "Possibly dead Python function: fwd_c", "shortDescription": {"text": "Possibly dead Python function: fwd_c"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ea947b99c4ef1de6", "name": "Possibly dead Python function: ce_test", "shortDescription": {"text": "Possibly dead Python function: ce_test"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-fd1819476805cf9b", "name": "Possibly dead Python function: fwd_bwd", "shortDescription": {"text": "Possibly dead Python function: fwd_bwd"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3c2c9b871133ea9b", "name": "Possibly dead Python function: step_full", "shortDescription": {"text": "Possibly dead Python function: step_full"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-62eb1806291531ac", "name": "Insecure pattern 'eval_used' in README.md:55", "shortDescription": {"text": "Insecure pattern 'eval_used' in README.md:55"}, "fullDescription": {"text": "Found a known-risky pattern (eval_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-bdb1f1a82129293f", "name": "Insecure pattern 'exec_used' in scripts/v_compare.py:132", "shortDescription": {"text": "Insecure pattern 'exec_used' in scripts/v_compare.py:132"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-7752aaf951ad99ca", "name": "Insecure pattern 'exec_used' in scripts/t3b_diag.py:112", "shortDescription": {"text": "Insecure pattern 'exec_used' in scripts/t3b_diag.py:112"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-364fe989abbe8bf3", "name": "Insecure pattern 'exec_used' in scripts/t1_probe.py:194", "shortDescription": {"text": "Insecure pattern 'exec_used' in scripts/t1_probe.py:194"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-29034e264d35381d", "name": "Insecure pattern 'exec_used' in scripts/fp8_vgate.py:226", "shortDescription": {"text": "Insecure pattern 'exec_used' in scripts/fp8_vgate.py:226"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-3e2982d78c565e09", "name": "Insecure pattern 'exec_used' in scripts/nck/checkpoint_probe.py:170", "shortDescription": {"text": "Insecure pattern 'exec_used' in scripts/nck/checkpoint_probe.py:170"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6abb7ac0c5932939", "name": "Very large file: scripts/timeshare_pretrain.py (2036 lines)", "shortDescription": {"text": "Very large file: scripts/timeshare_pretrain.py (2036 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "26 test file(s) for 261 source file(s) (ratio 0.10). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 1599 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 44 placeholder/mock markers across 24 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9d79c4077342a7d0", "name": "Runtime service client appears to use placeholder configuration", "shortDescription": {"text": "Runtime service client appears to use placeholder configuration"}, "fullDescription": {"text": "A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing ci, tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4b7320066801cefb", "name": "Commented-code block (5 lines) in scripts/c04_budget.py:34", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/c04_budget.py:34"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2aa4612c4f2ed048", "name": "Commented-code block (7 lines) in scripts/t2_mtp.py:107", "shortDescription": {"text": "Commented-code block (7 lines) in scripts/t2_mtp.py:107"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d6f93806b7479e98", "name": "Commented-code block (8 lines) in scripts/fp44_horizon_equiv_gate.py:194", "shortDescription": {"text": "Commented-code block (8 lines) in scripts/fp44_horizon_equiv_gate.py:194"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fde1e76c50fb1c4d", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fp33_e3_setup_eval_venv.py:22", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp33_e3_setup_eval_venv.py:22"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1fb34564df1e1026", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fp30d_shard_gate.py:77", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp30d_shard_gate.py:77"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-7a49e71dac9d4338", "name": "Commented-code block (6 lines) in scripts/token_shards_v0.py:506", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/token_shards_v0.py:506"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9f4264bb379ea9ef", "name": "Commented-code block (11 lines) in scripts/r2_arms.py:186", "shortDescription": {"text": "Commented-code block (11 lines) in scripts/r2_arms.py:186"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8b4415f39edc013f", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fp_verdict_chain_rehearsal.py:190", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp_verdict_chain_rehearsal.py:190"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2955317cb86a5438", "name": "Commented-code block (5 lines) in scripts/fp25_recall_dryrun_simple.py:55", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/fp25_recall_dryrun_simple.py:55"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6fca3036dd3a5695", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/sp3_terminal_audit.py:147", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/sp3_terminal_audit.py:147"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9136165d39a79e71", "name": "Commented-code block (5 lines) in scripts/w1_humaneval.py:258", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/w1_humaneval.py:258"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9e642d1cd45a7d01", "name": "Legacy-named symbol `proportional_interleave_v1` in scripts/density_ab_prep.py:351", "shortDescription": {"text": "Legacy-named symbol `proportional_interleave_v1` in scripts/density_ab_prep.py:351"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-703bee78a4d07f6a", "name": "Commented-code block (5 lines) in scripts/t5_r1w_mtp.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/t5_r1w_mtp.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3c6fb0eb234e4b92", "name": "Commented-code block (5 lines) in scripts/w4_r2_g1.py:4", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/w4_r2_g1.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9ecd3f6815d02da6", "name": "Commented-code block (5 lines) in scripts/fp25_recall_eval.py:4", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/fp25_recall_eval.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-73632b0bfae45e86", "name": "Commented-code block (7 lines) in scripts/t2_round.py:27", "shortDescription": {"text": "Commented-code block (7 lines) in scripts/t2_round.py:27"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fbbe69aec040d05f", "name": "Commented-code block (5 lines) in scripts/fp6_provenance.py:110", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/fp6_provenance.py:110"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d6b5909510cded3d", "name": "Legacy-named symbol `v0_guard_unused` in scripts/timeshare_pretrain.py:1895", "shortDescription": {"text": "Legacy-named symbol `v0_guard_unused` in scripts/timeshare_pretrain.py:1895"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e9ae5ab331d12e4b", "name": "Commented-code block (8 lines) in scripts/timeshare_pretrain.py:91", "shortDescription": {"text": "Commented-code block (8 lines) in scripts/timeshare_pretrain.py:91"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c472f6689f675f46", "name": "Legacy-named symbol `wsl9p_probe_v1` in scripts/wsl9p_probe.py:357", "shortDescription": {"text": "Legacy-named symbol `wsl9p_probe_v1` in scripts/wsl9p_probe.py:357"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-38243743b04ede94", "name": "Commented-code block (6 lines) in scripts/wsl9p_probe.py:31", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/wsl9p_probe.py:31"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-07b9f080f31feee7", "name": "Commented-code block (7 lines) in scripts/t2_r1_q15.py:4", "shortDescription": {"text": "Commented-code block (7 lines) in scripts/t2_r1_q15.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-16efb4cfe36035d5", "name": "Commented-code block (8 lines) in scripts/fp33_fp8_linear_ab.py:144", "shortDescription": {"text": "Commented-code block (8 lines) in scripts/fp33_fp8_linear_ab.py:144"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b8ec2027e52767f4", "name": "Commented-code block (8 lines) in scripts/fp24_verdict.py:53", "shortDescription": {"text": "Commented-code block (8 lines) in scripts/fp24_verdict.py:53"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4704e3fe8981cada", "name": "Commented-code block (12 lines) in scripts/fp25b_coverage.py:4", "shortDescription": {"text": "Commented-code block (12 lines) in scripts/fp25b_coverage.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ddd47efb9ff1e1d8", "name": "Commented-code block (7 lines) in scripts/dgate_sft_recall.py:5", "shortDescription": {"text": "Commented-code block (7 lines) in scripts/dgate_sft_recall.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c04fc6354fbca427", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/selective_recompute_ab.py:514", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/selective_recompute_ab.py:514"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-62982b3ed4e0b4b3", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fp32_e1b_gate.py:89", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp32_e1b_gate.py:89"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-bbef5b1b47a297e5", "name": "Commented-code block (8 lines) in scripts/v0_pretrain_launch_gate.py:110", "shortDescription": {"text": "Commented-code block (8 lines) in scripts/v0_pretrain_launch_gate.py:110"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4be254a4288d6aab", "name": "Legacy-named symbol `total_delta_vs_old` in scripts/tokenizer_freeze.py:350", "shortDescription": {"text": "Legacy-named symbol `total_delta_vs_old` in scripts/tokenizer_freeze.py:350"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ffb16f7993ac911", "name": "Commented-code block (10 lines) in scripts/tokenizer_freeze.py:57", "shortDescription": {"text": "Commented-code block (10 lines) in scripts/tokenizer_freeze.py:57"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-867e5308495b76d8", "name": "Commented-code block (6 lines) in scripts/t1_probe.py:353", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/t1_probe.py:353"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b06138cda63e5a19", "name": "Commented-code block (5 lines) in scripts/fp27b_round1_verdict.py:233", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/fp27b_round1_verdict.py:233"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ae017b7f0023bd3b", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fp27b_round1_verdict.py:230", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp27b_round1_verdict.py:230"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c7ad6cfdbabf5958", "name": "Commented-code block (5 lines) in scripts/t3_seed.py:57", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/t3_seed.py:57"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5dbce996be25e8bc", "name": "Commented-code block (5 lines) in scripts/w1_mbpp.py:234", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/w1_mbpp.py:234"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-49dba39fa91fcca2", "name": "Legacy-named symbol `padded_slots_unused` in scripts/corpus_mix.py:113", "shortDescription": {"text": "Legacy-named symbol `padded_slots_unused` in scripts/corpus_mix.py:113"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c58527a0a6ce418b", "name": "Commented-code block (5 lines) in scripts/corpus_acquire.py:149", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/corpus_acquire.py:149"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-244adf8e6521ba12", "name": "Commented-code block (5 lines) in scripts/fp25b_eval_val.py:4", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/fp25b_eval_val.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c17658d392875f20", "name": "Commented-code block (6 lines) in scripts/fp29_kill_synthesis_gate.py:85", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/fp29_kill_synthesis_gate.py:85"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b2c555adca843376", "name": "Commented-code block (5 lines) in scripts/t2_r2_sft.py:140", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/t2_r2_sft.py:140"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b0220485ae997f78", "name": "Commented-code block (9 lines) in scripts/density_ab_verdict.py:88", "shortDescription": {"text": "Commented-code block (9 lines) in scripts/density_ab_verdict.py:88"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d4afa66e72da6910", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fp33_e3_install_datasets.py:18", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp33_e3_install_datasets.py:18"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1961a9d3107ba41d", "name": "Legacy-named symbol `f_old` in scripts/fp30b_register_deviations.py:182", "shortDescription": {"text": "Legacy-named symbol `f_old` in scripts/fp30b_register_deviations.py:182"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5d7a6f3560188c3f", "name": "Commented-code block (5 lines) in scripts/fp30b_register_deviations.py:356", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/fp30b_register_deviations.py:356"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5e1a99c5b56ba9e5", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fp30b_register_deviations.py:92", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp30b_register_deviations.py:92"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c7a23e52e9f47a28", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/heartbeat_runner.py:164", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/heartbeat_runner.py:164"}, "fullDescription": {"text": "`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-7a779b65a01bcd97", "name": "Commented-code block (5 lines) in scripts/w2_r2_ingest.py:4", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/w2_r2_ingest.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-95e084550e81e69a", "name": "Commented-code block (6 lines) in scripts/c04_pick_rehearsal.py:41", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/c04_pick_rehearsal.py:41"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7ccb9ab971c776f9", "name": "Commented-code block (6 lines) in scripts/fp25b_eval_train.py:4", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/fp25b_eval_train.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e2440c31eb7523fa", "name": "Commented-code block (6 lines) in scripts/t2_grpo.py:211", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/t2_grpo.py:211"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-45f23882933cca25", "name": "Commented-code block (11 lines) in scripts/ledger_dedup.py:368", "shortDescription": {"text": "Commented-code block (11 lines) in scripts/ledger_dedup.py:368"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6a643549c68840ee", "name": "Legacy-named symbol `ledger_content_v1` in scripts/p_gate.py:480", "shortDescription": {"text": "Legacy-named symbol `ledger_content_v1` in scripts/p_gate.py:480"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c3f5c926296f4758", "name": "Commented-code block (5 lines) in scripts/p_gate.py:168", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/p_gate.py:168"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6a9f363135943c56", "name": "Commented-code block (6 lines) in scripts/t2_cap.py:40", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/t2_cap.py:40"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8d0502e27d430c66", "name": "Commented-code block (7 lines) in scripts/fp27_round1_prereg.py:92", "shortDescription": {"text": "Commented-code block (7 lines) in scripts/fp27_round1_prereg.py:92"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dd145c28f55d11af", "name": "Legacy-named symbol `model_pt_copy` in scripts/nck/ember_shakedown.py:319", "shortDescription": {"text": "Legacy-named symbol `model_pt_copy` in scripts/nck/ember_shakedown.py:319"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-83b0093aeed57869", "name": "Commented-code block (5 lines) in scripts/nck/selftest_event_loop.py:232", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/nck/selftest_event_loop.py:232"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-99db1651fca1d7d3", "name": "Legacy-named symbol `model_pt_copy` in scripts/nck/checkpoint_probe.py:559", "shortDescription": {"text": "Legacy-named symbol `model_pt_copy` in scripts/nck/checkpoint_probe.py:559"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8225763c65894ce6", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/checkpoint_probe.py:526", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/checkpoint_probe.py:526"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6779d14c3fc32709", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/activation_receipt.py:90", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/activation_receipt.py:90"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-7b012ffe43f457e4", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/selftest_b_run_designation.py:147", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/selftest_b_run_designation.py:147"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9ba36e2e6fc1f3ac", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/round_local_loop.py:185", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/round_local_loop.py:185"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f7f32aebe738f54f", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/invariants.py:100", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/invariants.py:100"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2e535a7d4781dc7c", "name": "Legacy-named symbol `_receipts_listing_v2` in scripts/nck/selftest_replay_rig.py:64", "shortDescription": {"text": "Legacy-named symbol `_receipts_listing_v2` in scripts/nck/selftest_replay_rig.py:64"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-76a2f6818267a9a8", "name": "Near-duplicate function bodies in 8 places", "shortDescription": {"text": "Near-duplicate function bodies in 8 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/t2_r2w.py:file_sha256, scripts/t2_mtp.py:file_sha256, scripts/w4_control_delta_repair.py:file_sha256, scripts/ledger_license.py:sha256_file\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/w4_eval_taskfilter_selftest.py:filter_problems_by_ids, scripts/w4_eval.py:filter_problems_by_ids\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). 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Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/22848"}, "properties": {"repository": "wordingone/ember", "repoUrl": "https://github.com/wordingone/ember", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371388, "scanner": "foundry_dataset", "fingerprint": "30a90f6d27aeeba57e20cdfe5021b71e2964f3096014fac814d775249033a688", "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": {"test_ci_gap": 1, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#61", "issue_number": "61", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-bd34975b82287fe1", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#61\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: wordingone/ember\nThread: wordingone/ember#61\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#61\nRepo: wordingone/ember\nIssue/PR number: 61\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-d6af58d03e75218e", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371387, "scanner": "foundry_dataset", "fingerprint": "dcf9b22b2ecdd14497409b77337858a8c601627d83fbf6cd6561e299bb180f99", "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": {"test_ci_gap": 1, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#58", "issue_number": "58", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-68d10c2c72cbbc15", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#58\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: wordingone/ember\nThread: wordingone/ember#58\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#58\nRepo: wordingone/ember\nIssue/PR number: 58\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-ce1f2b50aadd9d3e", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371386, "scanner": "foundry_dataset", "fingerprint": "a035a975bb405c0cc7ffe8170aa522c93bccddf1ca0e94645ea45bd6a781b465", "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": {"ui_workflow_gap": 1, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#372", "issue_number": "372", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0d25e024f454f570", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#372\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: wordingone/ember\nThread: wordingone/ember#372\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#372\nRepo: wordingone/ember\nIssue/PR number: 372\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-cfa0d08090ef0b89", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371385, "scanner": "foundry_dataset", "fingerprint": "7c4934aaf6b7f162cb595dcc711ce4839a35909c40cb91f95920d7ae14dcb156", "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": {"bug_fix": 4, "runtime_failure": 1, "verification_or_tests": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#369", "issue_number": "369", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-06a1d574e1d99ad8", "graph_gold_label": "supported_by_verification_signal", "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: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#369\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: wordingone/ember\nThread: wordingone/ember#369\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#369\nRepo: wordingone/ember\nIssue/PR number: 369\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-57736fc3e49dde86", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371384, "scanner": "foundry_dataset", "fingerprint": "401a88cf1442478a892203dee28da27e2b83cec7ee946ede755103cf79ac04e9", "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": {"bug_fix": 1, "deployment_env_gap": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#359", "issue_number": "359", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4b8c16869614a79a", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#359\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: wordingone/ember\nThread: wordingone/ember#359\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#359\nRepo: wordingone/ember\nIssue/PR number: 359\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 17\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'commit': 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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-e01d23e9cbb13663", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371383, "scanner": "foundry_dataset", "fingerprint": "a8574c04d0200ff74c2eb0db70ec58e62d748ff90485d8cd88a5eabde957cd41", "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": "wordingone/ember#343", "issue_number": "343", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fa41e28a916d8817", "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: wordingone/ember\nThread: wordingone/ember#343\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: wordingone/ember\nThread: wordingone/ember#343\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#343\nRepo: wordingone/ember\nIssue/PR number: 343\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/wordingone/ember", "source_id": "graph-query-motif_query-13ee3a770290792b", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371382, "scanner": "foundry_dataset", "fingerprint": "196d5e817b9488662af94cbc63cdad8c9073b2bc5b78f73258744c4eb9f99c56", "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": {"bug_fix": 3, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#329", "issue_number": "329", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e103e46b49313362", "graph_gold_label": "supported_by_verification_signal", "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: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#329\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: wordingone/ember\nThread: wordingone/ember#329\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#329\nRepo: wordingone/ember\nIssue/PR number: 329\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-32d47431971844f3", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371381, "scanner": "foundry_dataset", "fingerprint": "2f2653efa4250dc5a5654842b226ddda498442395b59be4248981b9b40aeb7e0", "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": "wordingone/ember#309", "issue_number": "309", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-03ce7fd44120ed44", "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: wordingone/ember\nThread: wordingone/ember#309\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: wordingone/ember\nThread: wordingone/ember#309\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#309\nRepo: wordingone/ember\nIssue/PR number: 309\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/wordingone/ember", "source_id": "graph-query-motif_query-0cb4d363249874a6", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371380, "scanner": "foundry_dataset", "fingerprint": "807695cd927992b34d046f7f5d285960f2f1c636c6b854a39d41328d93bb102b", "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": "wordingone/ember#302", "issue_number": "302", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d63a603d17aee354", "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: wordingone/ember\nThread: wordingone/ember#302\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: wordingone/ember\nThread: wordingone/ember#302\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#302\nRepo: wordingone/ember\nIssue/PR number: 302\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/wordingone/ember", "source_id": "graph-query-motif_query-9d5a3b2492023480", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371379, "scanner": "foundry_dataset", "fingerprint": "63910046dfc5083997e46a9c78c70e77e86ea0b44a10eb6b2c8cb3b8cf2095e6", "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": "wordingone/ember#295", "issue_number": "295", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-575e665ade26e625", "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: wordingone/ember\nThread: wordingone/ember#295\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: wordingone/ember\nThread: wordingone/ember#295\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#295\nRepo: wordingone/ember\nIssue/PR number: 295\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/wordingone/ember", "source_id": "graph-query-motif_query-34d48f143ced1041", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371378, "scanner": "foundry_dataset", "fingerprint": "349dd26ce23789fd54d0387d8305ea07c522ea1c488d2f1b22832a1f43f35d41", "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": "wordingone/ember#289", "issue_number": "289", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-835bf221e21839b2", "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: wordingone/ember\nThread: wordingone/ember#289\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: wordingone/ember\nThread: wordingone/ember#289\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#289\nRepo: wordingone/ember\nIssue/PR number: 289\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/wordingone/ember", "source_id": "graph-query-motif_query-da75a71a7f78b09e", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371377, "scanner": "foundry_dataset", "fingerprint": "9640c16b237c114573d783d3e63054a52062ea01247303454a763df2c0d18264", "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": "wordingone/ember#253", "issue_number": "253", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-507d347be85dfb9b", "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: wordingone/ember\nThread: wordingone/ember#253\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: wordingone/ember\nThread: wordingone/ember#253\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#253\nRepo: wordingone/ember\nIssue/PR number: 253\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/wordingone/ember", "source_id": "graph-query-motif_query-52102cb75a1ad4fe", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371376, "scanner": "foundry_dataset", "fingerprint": "50ccb00f94bcf0ac45ae2f550f90a62498fa56b000913c8b6fb1f6d613cf80d1", "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": "wordingone/ember#251", "issue_number": "251", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-18a0ebaed25da451", "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: wordingone/ember\nThread: wordingone/ember#251\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: wordingone/ember\nThread: wordingone/ember#251\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#251\nRepo: wordingone/ember\nIssue/PR number: 251\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/wordingone/ember", "source_id": "graph-query-motif_query-e5c08e2cecc40861", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371375, "scanner": "foundry_dataset", "fingerprint": "68ee2ed3fd2756990540cc36f342232d5f26d971f7444619a05577388fbcb676", "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": "wordingone/ember#240", "issue_number": "240", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2896412c7eee3b12", "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: wordingone/ember\nThread: wordingone/ember#240\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: wordingone/ember\nThread: wordingone/ember#240\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#240\nRepo: wordingone/ember\nIssue/PR number: 240\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/wordingone/ember", "source_id": "graph-query-motif_query-baec21c58f52eee1", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371374, "scanner": "foundry_dataset", "fingerprint": "30f1b2bbc3dfbb476c9a1fe70df68ab4249e45f081785d87d587ac0fe932a49b", "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": "wordingone/ember#234", "issue_number": "234", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7fef53fdad070cd5", "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: wordingone/ember\nThread: wordingone/ember#234\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: wordingone/ember\nThread: wordingone/ember#234\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#234\nRepo: wordingone/ember\nIssue/PR number: 234\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/wordingone/ember", "source_id": "graph-query-motif_query-6aa6d263454c5eb2", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371373, "scanner": "foundry_dataset", "fingerprint": "24ed4135deb36e9f584d822b94a1866e0a537b17d19ba9ccd369b88a7be0fc91", "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": "wordingone/ember#200", "issue_number": "200", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-5afb3a14c9843c24", "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: wordingone/ember\nThread: wordingone/ember#200\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: wordingone/ember\nThread: wordingone/ember#200\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#200\nRepo: wordingone/ember\nIssue/PR number: 200\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/wordingone/ember", "source_id": "graph-query-motif_query-c24c9ea2d2d9b906", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371372, "scanner": "foundry_dataset", "fingerprint": "fb721f3e9dd058ca2f85c31b0f0d4fb4ca21b82c14981a39f2c26da922a824a6", "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": {"bug_fix": 3, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 6, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 46, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 33, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 6, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#124", "issue_number": "124", "quality_tiers": {"unresolved": 1, "assumption_check": 6, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f4e8111c17cfdfa4", "graph_gold_label": "supported_by_verification_signal", "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: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#124\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: wordingone/ember\nThread: wordingone/ember#124\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#124\nRepo: wordingone/ember\nIssue/PR number: 124\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 46\nNode types: {'link_quality': 10, 'alignment': 6, 'commit': 5, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 6, 'not_resolved_or_not_observed': 3, 'bug_fix': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 3, 'unresolved': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-ad164e4931055e24", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: wordingone/ember"}, "properties": {"repobilityId": 371371, "scanner": "foundry_dataset", "fingerprint": "9352052553f6c7e7543714e8edfc8f58d3bea614e8ac0704fe16f84a7b2c85ab", "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": "wordingone/ember#101", "issue_number": "101", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-6676688c0bf53f9b", "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: wordingone/ember\nThread: wordingone/ember#101\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: wordingone/ember\nThread: wordingone/ember#101\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#101\nRepo: wordingone/ember\nIssue/PR number: 101\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/wordingone/ember", "source_id": "graph-query-motif_query-07d3b7859839866b", "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": "wordingone/ember", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357329, "scanner": "foundry_dataset", "fingerprint": "93cd9ceb6db096d39398437e04208f6666a98d8a68b054c0c871911fe5a60277", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "test_ci_gap": 1, "weak blueprint fit": 3, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#79", "issue_number": "79", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e12a4ef15677b8ad", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#79\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: wordingone/ember\nThread: wordingone/ember#79\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#79\nRepo: wordingone/ember\nIssue/PR number: 79\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-4edbd2ba928de52f", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357328, "scanner": "foundry_dataset", "fingerprint": "f2a0516fcbb9ab03db2e1dbb9f222e9e9bb46157191b47cfba58444e5372595e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#69", "issue_number": "69", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b574ab72842bfe5f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#69\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: wordingone/ember\nThread: wordingone/ember#69\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#69\nRepo: wordingone/ember\nIssue/PR number: 69\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'comment_chain_links_commit': 2, '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: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-d09a86c1b4c66b30", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357327, "scanner": "foundry_dataset", "fingerprint": "8c3ace6d46267869aace9fa6123ab5d7ccd88016cf4b7ad463dea88e39b9f7ce", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#66", "issue_number": "66", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f76ceac7278d03d9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#66\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: wordingone/ember\nThread: wordingone/ember#66\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#66\nRepo: wordingone/ember\nIssue/PR number: 66\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-5dbb904c1857426e", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357326, "scanner": "foundry_dataset", "fingerprint": "c084c3e57605a3ae8f2ef89ca3b94e729c8166fb4276db354da6fdd6c4659c62", "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, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#65", "issue_number": "65", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-04f05ea75579002d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#65\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: wordingone/ember\nThread: wordingone/ember#65\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#65\nRepo: wordingone/ember\nIssue/PR number: 65\nGraph consistency label: weak_supervision_needs_review\nNodes: 19\nEdges: 24\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-9736c53b8c5df49b", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357325, "scanner": "foundry_dataset", "fingerprint": "0a5d15335f5320c700ecd342aa47df885b663dbe826eeacdc0e7f613579b2cb1", "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, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#64", "issue_number": "64", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d95072f198f63d23", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#64\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: wordingone/ember\nThread: wordingone/ember#64\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#64\nRepo: wordingone/ember\nIssue/PR number: 64\nGraph consistency label: weak_supervision_needs_review\nNodes: 19\nEdges: 24\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-6e2723e0b1914ab4", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357324, "scanner": "foundry_dataset", "fingerprint": "36019d44d173305d9d6eecc04c0213b958dfd8f73d71009490a8eacdb65e2fb6", "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, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#61", "issue_number": "61", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0919e0a1cad4a882", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#61\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: wordingone/ember\nThread: wordingone/ember#61\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#61\nRepo: wordingone/ember\nIssue/PR number: 61\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-7cd62404501eca86", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357323, "scanner": "foundry_dataset", "fingerprint": "0b2760ae50ae26124c9b11778cadbae8cca6333186141efecaa7686051d79d6d", "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, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#58", "issue_number": "58", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1ea105e031a1803f", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#58\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: wordingone/ember\nThread: wordingone/ember#58\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#58\nRepo: wordingone/ember\nIssue/PR number: 58\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-f994cb6772f68f86", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357322, "scanner": "foundry_dataset", "fingerprint": "7540d64f6b4628c440414350f7c375aa5510a4d249c42ad71f1fbffbf707ac55", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "commit_general": 1, "source_or_other": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#446", "issue_number": "446", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f68fa00295f1a099", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#446\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: wordingone/ember\nThread: wordingone/ember#446\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#446\nRepo: wordingone/ember\nIssue/PR number: 446\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 32\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 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}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-2f3ef66542c15f45", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357321, "scanner": "foundry_dataset", "fingerprint": "cdeb4c25b88bcbd24180981eb6f357117f90d7fd93e23741e2c0d089d2a6db6a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "commit_general": 1, "weak blueprint fit": 3, "api_integration_gap": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#405", "issue_number": "405", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e2804df05cfa659a", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#405\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: wordingone/ember\nThread: wordingone/ember#405\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#405\nRepo: wordingone/ember\nIssue/PR number: 405\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-c71eed414b8a5c53", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357320, "scanner": "foundry_dataset", "fingerprint": "2205dda5b17121176ed0377bc516216785ea3959e5a299cd2b26b3adba21766f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "weak blueprint fit": 3, "api_integration_gap": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#404", "issue_number": "404", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-074d799f4b8f927f", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#404\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: wordingone/ember\nThread: wordingone/ember#404\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#404\nRepo: wordingone/ember\nIssue/PR number: 404\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-9766c59081421a4f", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357319, "scanner": "foundry_dataset", "fingerprint": "c82df29ab6040c997c477e6a4e3a8b5d6cc6e9588c4504c850fbdfe5ba34a657", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "commit_general": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#400", "issue_number": "400", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-52ddce85e0a4dc28", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#400\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: wordingone/ember\nThread: wordingone/ember#400\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#400\nRepo: wordingone/ember\nIssue/PR number: 400\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-74f3605fbcc56e5f", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357318, "scanner": "foundry_dataset", "fingerprint": "4a922b417162a16944737b39b7adb00b6b4e5633b70bcf031077922af8ceb271", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#399", "issue_number": "399", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-08db78bf45679479", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#399\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: wordingone/ember\nThread: wordingone/ember#399\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#399\nRepo: wordingone/ember\nIssue/PR number: 399\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-9a2eea4b2cc2e633", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357317, "scanner": "foundry_dataset", "fingerprint": "b8272134acea97b156959b59d7ac635d7713921fe01a6a089b8944beeb323327", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#390", "issue_number": "390", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-071e121e1d42e63a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#390\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: wordingone/ember\nThread: wordingone/ember#390\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#390\nRepo: wordingone/ember\nIssue/PR number: 390\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-f18f02a2f08def7e", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357316, "scanner": "foundry_dataset", "fingerprint": "48d7a52392ca504335c1191dcbc6e67cada32418d18ab672a6995bd1d7a25ef0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "weak blueprint fit": 3, "generated_provenance": 2, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#389", "issue_number": "389", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-07daae4cf0f4c3e2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#389\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: wordingone/ember\nThread: wordingone/ember#389\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#389\nRepo: wordingone/ember\nIssue/PR number: 389\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-1b9ea456f4655ac4", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357315, "scanner": "foundry_dataset", "fingerprint": "8209d13fccc484dc25c7a94c2e4ce02718c233bb5bda89c1b6b6cb673843fa75", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#388", "issue_number": "388", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-fd6417ae5e32bb60", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#388\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: wordingone/ember\nThread: wordingone/ember#388\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#388\nRepo: wordingone/ember\nIssue/PR number: 388\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-432ad141d0ff2c96", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357314, "scanner": "foundry_dataset", "fingerprint": "71683db20e03e96f4d260fc11bdcb6e7bd457425f2b4ecd4404daa693bb6cb41", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#386", "issue_number": "386", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7f0b1673de694b7b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#386\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: wordingone/ember\nThread: wordingone/ember#386\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#386\nRepo: wordingone/ember\nIssue/PR number: 386\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-5ddb51dc08ee1591", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357313, "scanner": "foundry_dataset", "fingerprint": "e4416bb1a2e9cf7f2c87ee14a7b95947e4bc7582edb335925527dba6e56ee425", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 27, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 22, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#385", "issue_number": "385", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6ec4318ebdb6b089", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#385\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: wordingone/ember\nThread: wordingone/ember#385\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#385\nRepo: wordingone/ember\nIssue/PR number: 385\nGraph consistency label: supported_by_verification_signal\nNodes: 22\nEdges: 27\nNode types: {'link_quality': 6, 'commit': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-34505524a7271022", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357312, "scanner": "foundry_dataset", "fingerprint": "0d58116612b908c100432cc79538a453fc19a557286827a0b18a58b9c2a6df50", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#384", "issue_number": "384", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2bfa0e338f3c2ed2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#384\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: wordingone/ember\nThread: wordingone/ember#384\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#384\nRepo: wordingone/ember\nIssue/PR number: 384\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-9346b2bc43bcbf9b", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357311, "scanner": "foundry_dataset", "fingerprint": "6c6a992e1123c7b52be7013a29c70d0da640810f8c035cb16051e320c00d5c60", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#383", "issue_number": "383", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e142b7617805b044", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#383\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: wordingone/ember\nThread: wordingone/ember#383\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#383\nRepo: wordingone/ember\nIssue/PR number: 383\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-09b34bd26da9a907", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357310, "scanner": "foundry_dataset", "fingerprint": "9aca8e4e1c27d79fb4c3153c37bf24ec36ed8c5e0c9398eb47601e3dfe7af947", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow_gap": 1, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#372", "issue_number": "372", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a00b0eca290190bd", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#372\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: wordingone/ember\nThread: wordingone/ember#372\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#372\nRepo: wordingone/ember\nIssue/PR number: 372\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-6e98c8936007d31d", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357309, "scanner": "foundry_dataset", "fingerprint": "ae7df94039d485a9d105a7b567fbafeedfe6c7e9a8869bc256920e4780b46143", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 2, "human_feedback_general": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#366", "issue_number": "366", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-02981c10d2fefe19", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#366\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: wordingone/ember\nThread: wordingone/ember#366\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#366\nRepo: wordingone/ember\nIssue/PR number: 366\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'link_quality': 7, 'commit': 6, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 7, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-f0124a4af7ee995c", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357308, "scanner": "foundry_dataset", "fingerprint": "f03d114977bb468ced825c28423f3cf82f3765280b72d5cf0463cbc6fb2d229b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#365", "issue_number": "365", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-16b1cad6cdcb5f42", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#365\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: wordingone/ember\nThread: wordingone/ember#365\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#365\nRepo: wordingone/ember\nIssue/PR number: 365\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-8eeb7ded543d25b3", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357307, "scanner": "foundry_dataset", "fingerprint": "05543b83c67604dcfc731d5859a9fd60c19bb1299bb5dc6fec449522f47ed978", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 28, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#364", "issue_number": "364", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e72db3b32f3ee3a1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#364\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: wordingone/ember\nThread: wordingone/ember#364\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#364\nRepo: wordingone/ember\nIssue/PR number: 364\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 37\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 9, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'mock_placeholder': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-2752198ae24cfbfe", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357306, "scanner": "foundry_dataset", "fingerprint": "3fbd1540611c67c22fcdfcbec9f3ff20a5dbc8dba86a41ad045dad1f7953b237", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "weak blueprint fit": 3, "data_schema_persistence": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#357", "issue_number": "357", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1d8a43554163bdd3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#357\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: wordingone/ember\nThread: wordingone/ember#357\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#357\nRepo: wordingone/ember\nIssue/PR number: 357\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'comment_chain_links_commit': 2, '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: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-df49dd668482189d", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357305, "scanner": "foundry_dataset", "fingerprint": "92e7df83b873838e4b030ab8f08f298c4257861535bdb61645b806f89e1d04ef", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "weak blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#345", "issue_number": "345", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9913693c1e96d40b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#345\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: wordingone/ember\nThread: wordingone/ember#345\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#345\nRepo: wordingone/ember\nIssue/PR number: 345\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-ad62243cbb38e264", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357304, "scanner": "foundry_dataset", "fingerprint": "0035435fed443f0c1632c5497c6e9ba44c87f660884a46c47f474d8bed6f91df", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#329", "issue_number": "329", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-44f5413008d5e43c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#329\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: wordingone/ember\nThread: wordingone/ember#329\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#329\nRepo: wordingone/ember\nIssue/PR number: 329\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-c6be3160460b9c87", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357303, "scanner": "foundry_dataset", "fingerprint": "a5253becc0a5da67d912de8b8885f224b5c34a291bab65e52cabb10a99fc222c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#325", "issue_number": "325", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ff534c59e905e5f8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#325\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: wordingone/ember\nThread: wordingone/ember#325\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#325\nRepo: wordingone/ember\nIssue/PR number: 325\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-fe852d883202d426", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357302, "scanner": "foundry_dataset", "fingerprint": "42346fa67d244ca97a031748ca6262507d8e4fc135b4e3703a86e3d9e960878b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "weak blueprint fit": 3, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#303", "issue_number": "303", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-05f9fdbf90639a0f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#303\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: wordingone/ember\nThread: wordingone/ember#303\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#303\nRepo: wordingone/ember\nIssue/PR number: 303\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-6f0ac4be6f1323e5", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357301, "scanner": "foundry_dataset", "fingerprint": "95bed88686de8189765faf4146b50e7160840844822d48d57ed6c83d0cff3a58", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#280", "issue_number": "280", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7585029610e4661a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#280\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: wordingone/ember\nThread: wordingone/ember#280\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#280\nRepo: wordingone/ember\nIssue/PR number: 280\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 26\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'bug_fix': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-3a32c75beecd8573", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357300, "scanner": "foundry_dataset", "fingerprint": "d2a29b7ca87712a81ddcaf5208b1a46920fdf0126af84209d08d1275527a0076", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#266", "issue_number": "266", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1746ee0aed38601c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#266\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: wordingone/ember\nThread: wordingone/ember#266\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#266\nRepo: wordingone/ember\nIssue/PR number: 266\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-711f0f04de5f7c9a", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357299, "scanner": "foundry_dataset", "fingerprint": "77a2abc6a04695e3e438259d9c94e950836bba7ce2449b712d7ed14bbb81e89f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "api_integration_gap": 1, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#255", "issue_number": "255", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a67f70353403dea0", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#255\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: wordingone/ember\nThread: wordingone/ember#255\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#255\nRepo: wordingone/ember\nIssue/PR number: 255\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-8c98707364ee756a", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357298, "scanner": "foundry_dataset", "fingerprint": "4748d8c8edf859dbbd3ac51b3918601135058cdda3f91b27d77975541437986a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 7, "test_ci_gap": 1, "weak blueprint fit": 3, "api_integration_gap": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 9, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 71, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "comment_chain_has_ci": 1, "alignment_uses_comment": 9, "alignment_uses_finding": 9, "chain_has_link_quality": 14, "comment_aligns_finding": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 13, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 47, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 3, "alignment": 9, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#225", "issue_number": "225", "quality_tiers": {"assumption_check": 9, "weak_supervision": 5}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3a8becbd7206becb", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#225\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: wordingone/ember\nThread: wordingone/ember#225\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#225\nRepo: wordingone/ember\nIssue/PR number: 225\nGraph consistency label: supported_by_verification_signal\nNodes: 47\nEdges: 71\nNode types: {'link_quality': 14, 'commit': 10, 'alignment': 9, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 14, 'comment_chain_links_commit': 13, 'alignment_uses_comment': 9, 'alignment_uses_finding': 9, 'comment_aligns_finding': 9, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 9, 'bug_fix': 7, 'claimed_resolved_with_verification_signal': 4, 'verification_or_tests': 3, 'weak blueprint fit': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'assumption_check': 9, 'weak_supervision': 5}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-d31e65abcb50e99a", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357297, "scanner": "foundry_dataset", "fingerprint": "3febd794fb97167fe5b68b08c3d17ce9ebf7d38c1d6842f503f702e70475a860", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#218", "issue_number": "218", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-96a9a95f1d14ebae", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#218\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: wordingone/ember\nThread: wordingone/ember#218\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#218\nRepo: wordingone/ember\nIssue/PR number: 218\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-df25d04f5e6dc5d6", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357296, "scanner": "foundry_dataset", "fingerprint": "38a91dbb70399e8902c34d758faa184ba81dcbefe56936719103ef5f310a7d27", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#178", "issue_number": "178", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-82699754f7a80703", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#178\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: wordingone/ember\nThread: wordingone/ember#178\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#178\nRepo: wordingone/ember\nIssue/PR number: 178\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-6ba49f6b06c9a942", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357295, "scanner": "foundry_dataset", "fingerprint": "1e588089e89a9fa2b718ddc42eb7d63c9231fac1e7d02ba9bc30823a66fe30b1", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "commit_general": 2, "runtime_failure": 1, "weak blueprint fit": 3, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#128", "issue_number": "128", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1c4478df82ea9892", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#128\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: wordingone/ember\nThread: wordingone/ember#128\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#128\nRepo: wordingone/ember\nIssue/PR number: 128\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 37\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 8, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 4, 'bug_fix': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'human_reported_issue_then_fix_attempt': 2, 'commit_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'runtime_failure': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-cc0a90616a7b3cec", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357294, "scanner": "foundry_dataset", "fingerprint": "f194639fd901acf6b1b84120d9c40b036bb85c0d90f74720b45b1fb684c9f61b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 6, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 46, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 33, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 6, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#124", "issue_number": "124", "quality_tiers": {"unresolved": 1, "assumption_check": 6, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-61890c945ae128f4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#124\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: wordingone/ember\nThread: wordingone/ember#124\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#124\nRepo: wordingone/ember\nIssue/PR number: 124\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 46\nNode types: {'link_quality': 10, 'alignment': 6, 'commit': 5, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 6, 'not_resolved_or_not_observed': 3, 'bug_fix': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 3, 'unresolved': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-c0b4393da6649831", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357293, "scanner": "foundry_dataset", "fingerprint": "40cb96eae9caab9a0625470193cd72b34171055bb4ec496568d23a6ff930316d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#118", "issue_number": "118", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a808df1908f6629c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#118\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: wordingone/ember\nThread: wordingone/ember#118\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#118\nRepo: wordingone/ember\nIssue/PR number: 118\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-fbb29918f488bf83", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357292, "scanner": "foundry_dataset", "fingerprint": "6e14963b48523ebf2a186eded6d82ed37db802b3f311704f911b085ddd6bcb72", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#113", "issue_number": "113", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-49da53c6eaef3149", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#113\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: wordingone/ember\nThread: wordingone/ember#113\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#113\nRepo: wordingone/ember\nIssue/PR number: 113\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-5622a08b6b25c05b", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357291, "scanner": "foundry_dataset", "fingerprint": "99545f165ac0756ff24d5a48d3dec824b29413a35cd185eb4d6ced8307fa7f48", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#112", "issue_number": "112", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bb2ec2f2780b975f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#112\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: wordingone/ember\nThread: wordingone/ember#112\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#112\nRepo: wordingone/ember\nIssue/PR number: 112\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/wordingone/ember", "source_id": "graph-query-motif_query-7d9579965e77af73", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wordingone/ember"}, "properties": {"repobilityId": 357290, "scanner": "foundry_dataset", "fingerprint": "62f1e68ac7f306b2a4ecccf097ba0e45511e9fb0ddc6bc0322314c2eea63048c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#108", "issue_number": "108", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e01e80f233c85db1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#108\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: wordingone/ember\nThread: wordingone/ember#108\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#108\nRepo: wordingone/ember\nIssue/PR number: 108\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-18c7ceb8e13417cd", "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": "wordingone/ember", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313805, "scanner": "foundry_dataset", "fingerprint": "b6fe2a9a05295bdcbb4e13c2e01f882ecba169c84d3f5c7e5e0298b12001e5d5", "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": "wordingone/ember#98", "human_labels": ["human_feedback_general"], "issue_number": "98", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f2074ba34e51145d", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#98\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#98\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-18060a1e6ee692bc\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/98#issuecomment-4676503958\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/98#issuecomment-4676503958\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN (eng-24, #92).\\n\\nVerified from PR head e8dda4e:\\n- Scope: exactly 4 files (2 scripts + 2 receipts); superseded 0-row receipt NOT in repo (disclosure handled).\\n- Receipts field-exact vs claims: w1strict 543/543 rerun/reverified, 0 flips, 0 guard flips, flipped_task_ids [], n_skipped_no_problem 0, samples sha before==after, sha_convention stated. extstrict 845 covered / 111 uncovered (reported, not silent), 845 reverified, 0 flips, 0 guard flips, timeouts 9/9, view sha before==after, convention stated.\\n- Single source verified in-source: w1 main path \u2192 v_compare.strict_harness (pre-existing eng-21 machinery); v_extended.build_harness \u2192 STRICT_SRC + fp8_vgate.split_assert, column-0-only rewrite \u2014 indented-verbatim rationale is sound (rewrite would drop indent \u2192 SyntaxError false flips), selftested incl. compile of the indented case.\\n- Guard coverage in-source: both surfaces submit via t1_probe.execute_batch \u2192 run_program (eng-23 guard pr\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-faf9879b90a52479\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-8518cb22bb674b96", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313804, "scanner": "foundry_dataset", "fingerprint": "dd8799ad561374763846df350b15eb26a336c2b4515185bb0579306d1721f78e", "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": "wordingone/ember#91", "human_labels": ["human_feedback_general"], "issue_number": "91", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-fb32eb7d4ffb5088", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#91\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#91\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c07403fec97cbf09\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/91#issuecomment-4676338710\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/91#issuecomment-4676338710\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS \u2014 verified from the PR head:\\n1. Leg A receipt (probe re-run, probe script confirmed ABSENT from diff): the graph-traversal probe is no longer in the false-accept list (was 3 of 5 non-control probes at ts 000301Z, now 2 of 5 \u2014 the two remaining belong to eng-21's comparator class, correctly out of this PR's scope); control still passes; the two held probes still hold.\\n2. Leg B receipt: 956 episodes, 954 re-verify, exactly the 2 known pre-existing mbpp:783 fails. Leg A is the in-path witness that the guard was active during leg B (same module path, scan runs before every program), so zero new flips = the guard's measured cost on the real ledger is 0.\\n3. V_REACHGUARD_SELFTEST_PASS re-run independently from the PR head.\\n4. Ledger content verified unchanged: the working-tree content matches the receipted sha modulo line-ending rendering (the eng20 receipts hash CRLF bytes; git content is LF \u2014 same text, two renderings; noted below).\\n5. Sc\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e30cf4ede3f87546\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-de6c592d08294b98", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313803, "scanner": "foundry_dataset", "fingerprint": "7d81a12d55f68debd636d05d20632f55e6726c676b3243415167ea93a9258662", "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": "wordingone/ember#84", "human_labels": ["human_feedback_general"], "issue_number": "84", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.645, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-029ffdfcc852b0b9", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#84\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#84\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-65f1b8cd9c0972dd\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/84#issuecomment-4676153972\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/84#issuecomment-4676153972\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS \u2014 verified from the PR head:\\n1. Receipt eng20-license-view-20260611T004457Z: both files byte-unchanged (sha256 before==after for episodes.jsonl AND control_pool.jsonl), control census {arc-dsl-mit: 1909, qwen-research: 1022}, filter demo 2,931 \u2192 1,909 exactly as expected from the fp6 census, zero stamp conflicts.\\n2. classify() diff is exactly the documented change: seed-control-wrongtask \u2192 arc-dsl-mit with the t3_seed Phase D premise cited in-code (src = progs[wrong], license rides on the text); fail-closed UNKNOWN default preserved and now PINNED by a selftest assertion.\\n3. FP6_PROVENANCE_SELFTEST_PASS + LEDGER_LICENSE_SELFTEST_PASS re-run independently from the PR head.\\n4. Scope: 4 files, the intended set only.\\n\\nG2 control material restored under license-clean builds at the expected 1,909.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3f90e97b042c3a0b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-45a298eb6c60c8de", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313802, "scanner": "foundry_dataset", "fingerprint": "2cc8febe9a8fa9892e48571bc647b8065c6db15590d86684f84d478a6bda6f1f", "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": "wordingone/ember#82", "human_labels": ["human_feedback_general"], "issue_number": "82", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.645, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d8b5fa118fb6d00b", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#82\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#82\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d4954cd50d1cbaf8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/82#issuecomment-4676108706\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/82#issuecomment-4676108706\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS \u2014 verified against the pre-locked expectations (mail 14458):\\n\\n1. Smoke receipt eng21-smoke-20260611T003811Z (read from PR head): 956 episodes, 954 re-verify, exactly 2 strict-verify fails \u2014 both mbpp:783, mid-stratum, 1.0875 bits each (2.2 total). Zero other fails.\\n2. fp8-vgate re-run 20260611T003919Z (PR head; fp8_vgate.py confirmed ABSENT from diff, i.e. master's script verbatim): flip 0.21% / 2.2 of 573.2 bits / {container-kind: 2} / zero unknown-type / zero raw re-exec disagreements / 160 unparsed \u2014 identical to the 001730Z baseline. This is the acceptance receipt required by the fp-8 gate.\\n3. Shared canon by import (v_compare <- fp8_vgate) verified in source; V_COMPARE_SELFTEST_PASS re-run independently from the PR head against master's fp8_vgate.\\n4. Diff scope: 5 files, the intended set only.\\n\\nSTRICT (no coercion) design decision ratified \u2014 reasoning recorded in-module and in the PR body. The 2 mbpp:783 episodes remain ledgered\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-58abf58be35b2fdd\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-b4f94c7f8ab1e4f5", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313801, "scanner": "foundry_dataset", "fingerprint": "26af618f8ae4f30ceb40c42c355da6af699155bb52ab0e5889e615ee86d1e105", "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": "wordingone/ember#79", "human_labels": ["test_ci_gap"], "issue_number": "79", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-688fc116fc708f36", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#79\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#79\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-4e48c020018f1d5c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/79#issuecomment-4676016004\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/79#issuecomment-4676016004\\nTitle: \\nBody:\\n<!-- leo-signoff:approve --> Gate PASS (advisory): merge-order constraint SATISFIED \u2014 #72 is on master @a64540e, so the fp6_provenance import resolves. Verified: stamp() at all three ingest sites (w2_ingest conversion, t2_round.ingest_samples passthrough, and sample_round which previously carried NO provenance \u2014 that closes the round-2 gap before round-2 fires); --license-allow default None = behavior-equivalent; UNKNOWN fail-closed at parse AND filter; ledger byte-unchanged (sha256 receipts), stamp_conflicts 0; clean-filter census 2865\u21921909 matches the fp6 receipt exactly. The control-pool debt you surfaced is real and now filed as eng-22 \u2014 seed-control-wrongtask rows are scrambled arc-dsl content, stampable as MIT-derived, which restores 1,909 control rows to clean builds. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#65", "human_labels": ["test_ci_gap"], "issue_number": "65", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d2a17dacdc4e18d6", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#65\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: wordingone/ember#65\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8fcd10c783bb2b16\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/65#issuecomment-4675774069\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/65#issuecomment-4675774069\\nTitle: \\nBody:\\n<!-- leo-signoff:approve --> Gate PASS (advisory): binary default path verified equivalent (single joined-assert job; ok == all-of-one passed == old semantics). 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#64", "human_labels": ["test_ci_gap"], "issue_number": "64", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-08753c50d95eb874", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#64\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: wordingone/ember#64\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1cc3f74adfdc5467\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/64#issuecomment-4675773939\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/64#issuecomment-4675773939\\nTitle: \\nBody:\\n<!-- leo-signoff:approve --> Gate PASS (advisory): the registered post-chain wiring item, correctly timed (chain complete, daemon idle). preflight() before every load in all three scripts; t1_probe decode pacer (0.6) kept separate from the module's train-step throttle (0.3) \u2014 matches the inline defaults; governor block now rides receipts. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#449", "human_labels": ["human_feedback_general", "source_or_other"], "issue_number": "449", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-b68779320340185a", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 4}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#449\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#449\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 4\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 4}\nExamples:\n[\n  {\n    \"id\": 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"warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313797, "scanner": "foundry_dataset", "fingerprint": "76bbe74d2e35d6e0995cced80859bdd46edee321d799a1f62bf9c4b8fd3b7e26", "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": "wordingone/ember#448", "human_labels": ["human_feedback_general"], "issue_number": "448", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7cc92202611f6b5a", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#448\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#448\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-30c68638f325001a\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/448\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/448\\nTitle: eng-438: checkpoint/resume wire + resume drill \u2014 train_multimodal_v0.py\\nBody:\\nWire save_checkpoint/load_checkpoint/verify_resume from timeshare_pretrain.py into the multimodal v0 live training loop. Add CPU resume drill (no GPU, no EMBER_GATE) producing a receipt at receipts/. Launch-blocking for EMBER_GATE flip.\\n\\nAC:\\n- checkpoint_every and keep_last_n args wired\\n- verify_resume on startup when --resume flag set  \\n- save_checkpoint in live training loop every N steps, extra={last_loss, cumulative_tokens}\\n- keep-last-N pruning under 100GB rail\\n- --resume-drill: CPU selftest, 25 steps, checkpoint_every=5, kill at step 12, verify SAFE_RESUME, check_resume_integrity, receipt at receipts/resume-drill-*.json\\n- TRAIN_MULTIMODAL_V0_SELFTEST_PASS unchanged\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-358398092f2d1b59\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-c38feacefd4cda46", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313796, "scanner": "foundry_dataset", "fingerprint": "1a286310c907983d471a70ba38091e626b77a52e0e2b19b017c5ce8fa75c6287", "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": "wordingone/ember#445", "human_labels": ["human_feedback_general", "source_or_other"], "issue_number": "445", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4f0a96a02aa4625e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#445\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#445\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 2\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-18e12ca9e943a1d0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/445\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/445\\nTitle: ember #437: GAP-1+2+3 \u2014 holdout blocklist, real tokenizer, multimodal loop_econ\\nBody:\\n## Summary\\n\\n- **GAP-1+GAP-2 coupled**: `StreamingMatchedPairLoader` gains `holdout_manifest_path` + `exclusion_urls` params. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#444", "human_labels": ["security_auth_secret"], "issue_number": "444", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.8, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-c324e7ce24ba8441", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#444\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#444\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a61f4ae704d23e0c\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/444\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/444\\nTitle: eng-DT1: delta-rule diagnostic run \u2014 WARM/COLD arms, equal wall-clock parity vs backprop\\nBody:\\nPer prereg docs/delta-rule-diagnostic-prereg.md (frozen 2026-06-13, DT-1).\\n\\n## Question\\nIs autograd backward() + optimizer-step the exact blocking layer for ember's candidate local-update method? Can a local fused-update LM track backprop's next-token loss at equal 4090 wall-clock?\\n\\n## Arms\\n- WARM: short backprop warmup \u2192 switch to delta-rule fused update\\n- COLD: delta-rule from scratch\\n\\n## Gate\\n- ~10-50M params, equal 4090 wall-clock budget\\n- PASS: delta-rule loss within 10% relative of backprop, OR lower (at equal wall-clock)\\n- FAIL: >10% worse\\n\\n## Receipt\\n- Backprop baseline loss at wall-clock T\\n- WARM-arm loss at wall-clock T\\n- COLD-arm loss at wall-clock T\\n- Verdict: PASS/FAIL/INCONCLUSIVE per prereg verdict map\\n- loop_econ_gate.py emission on both arms\\n\\n## Protocol\\nbranch eng/24-dt1-delta-rule-diagnostic from fresh origin/master \u2192 receipt + selftest \u2192 PR Closes this issue \u2192 squash merge after Leo gate.\\n\\nDispa\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-f78b90be476d9e3c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-0255484f98ef9ed3", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313794, "scanner": "foundry_dataset", "fingerprint": "8eb78c46936f192919c9aa7a200447df7695a94326ba7591a2e487f59709ca99", "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": "wordingone/ember#441", "human_labels": ["human_feedback_general", "source_or_other"], "issue_number": "441", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-5c9ee9a97c23b10d", "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": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#441\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#441\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 3\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-99a95209aac93486\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/441\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/441\\nTitle: ember #437 ER-2d: MatchedPackedCorpusLoader + Lock-4 multi-image RoPE fix\\nBody:\\n## Summary\\n- **MatchedPackedCorpusLoader**: K=8 matched image-caption pairs per sequence, binding preserved, 4096 tok/step\\n- **Lock-4 fix**: `img_offset` counter in `EmberMultimodalAttention.forward()` \u2014 2nd+ images now read correct x/y_pos slices\\n- **Receipt**: `ember437-er2d-20260616T072423Z.json` \u2014 er2d_pass=true, binding_preserved=true\\n\\n## Receipt\\n| Field | Value |\\n|---|---|\\n| tok_s_paced | 8627.0 |\\n| tok_s_raw | 9661.3 |\\n| tokens_per_step | 4096 |\\n| patch_frac | 0.3455 |\\n| n_images_per_seq | 8 |\\n| er2d_pass | true |\\n| binding_preserved | true |\\n| lock4_multiimage_fix | true |\\n\\n## Smoke\\n- Selftest: PASS (2.17s)\\n- ER-2d 200 steps: PASS, final_loss=1.22, tokens_per_step=4096 confirmed\\n\\n## Regression\\n- ER-2c receipt intact (ember437-er2c-20260616T064826Z.json, er2c_pass=true)\\n- [x] selftest passes\\n- [x] er2d_pass=true\\n- [x] binding_preserved=true\\n- [x] lock4_multiimage_fix=true\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-bf1ee35c5f1f44b2\",\n    \"filename\": \"receipts/ember437-er2d-20260616T072423Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 29,\n    \"deletions\": 0,\n    \"changes\": 29,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/f573344601da53f2c7f04a9d023f8745cc133552/receipts%2Fember437-er2d-20260616T072423Z.json\"\n  },\n  {\n    \"id\": 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"gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313793, "scanner": "foundry_dataset", "fingerprint": "a582e6339d6eb675962e8cb1d87a6b5a7b512c3cef9ea4b700d438f30c2d5533", "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": "wordingone/ember#440", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "440", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.76, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-16a894a19a69b77c", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 5, "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: wordingone/ember\nThread: wordingone/ember#440\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#440\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7e5ad5862471e011\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/440\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/440\\nTitle: ember #437: ER-2c packed tok/s receipt\\nBody:\\n## Summary\\n- `PackedCorpusLoader`: packs b-multi-1 pairs to fill seq=1024 per sequence; one image per sequence (avoids multi-image RoPE bug in Lock-4); 4 independent text fills per batch\\n- `_run_er2c()`: 200-step run at batch=4/seq=1024 with governor (pace_s=0.05), tokens_per_step asserted == 4096; reports tok_s_paced + tok_s_raw\\n- `--er2c` flag wired to main()\\n\\n## Receipt: ember437-er2c-20260616T064826Z.json\\n- `tok_s_paced`: **18,122.9** (N-basis \u2014 governor-capped; includes batch loading)\\n- `tok_s_raw`: **22,260.8** (fwd+bwd+optimizer only)\\n- `tokens_per_step`: 4096 \u2713\\n- `patch_token_fraction`: **0.064** at scale (seq=1024; text dominates)\\n- `steps_completed`: 200/200, `er2c_pass`: true, no kill\\n- loss: 10.56 \u2192 2.00, `final_loss`: 2.0\\n\\n## Governor note\\nModel compute ~180ms/step >> pace_s=50ms \u2192 governor not binding.\\nGap between paced/raw is batch loading overhead, not governor sleep.\\n\\n## Regression\\n- `--selftest` passes (2.30s)\\n- `--smoke` path untouched\\n\\n\ud83e\udd16 \"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-b5dee4349d15fb02\",\n    \"filename\": \"receipts/ember437-er2c-20260616T064826Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 26,\n    \"deletions\": 0,\n    \"changes\": 26,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/7e6a4a6a32ac56054a66525f10367c8287ea7243/receipts%2Fember437-er2c-20260616T064826Z.json\"\n  },\n  {\n    \"id\": \"github-pr-file-file-8104127c27aec6be\",\n    \"filename\": \"scripts/train_multimodal_v0.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 295,\n    \"deletions\": 0,\n    \"changes\": 295,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/7e6a4a6a32ac56054a66525f10367c8287ea7243/scripts%2Ftrain_multimodal_v0.py\"\n  }\n]\nLinked chain ids\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-95f3ab22379eb1b1", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313792, "scanner": "foundry_dataset", "fingerprint": "838b247296fcf72e6f7f5f02501410f11b9f15ed635ef81fea4508e111d084d4", "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": "wordingone/ember#439", "human_labels": ["human_feedback_general", "source_or_other"], "issue_number": "439", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-353cde5f6005dc36", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 4}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#439\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#439\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c9ba55ee79efed66\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/439\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/439\\nTitle: ember #437: \u00a7IV launch config + N-basis receipt (368M/L20 real tok/s)\\nBody:\\n## Summary\\n\\n- Reconcile why prior smoke built 78.9M (n_layers defaulted to 1, not read from config)\\n- Add 20-layer stacking to EmberModelV0Multimodal (SwiGLU FFN + residuals + pre-norms)\\n- Tied embeddings, GPT-2-style init to prevent residual blowup\\n- N-basis measurement on \u00a7IV config: 368M/L20, real b-multi-1 corpus\\n\\n## Smoke receipt (ember437-smoke-20260616T062142Z.json)\\n\\n- `n_layers`: 20 \u2713\\n- `hidden`: 1024 \u2713\\n- `params`: 377,586,688 (model 368.4M + VisionEmbedder 9.2M)\\n- `data_source`: b-multi-1 \u2713\\n- `real_tokps_paced`: 979.2 tok/s \u2190 valid N-basis\\n- `patch_token_fraction`: 0.5805 / `text_token_fraction`: 0.4195\\n- `smoke_pass`: true, 200/200 steps, no kill\\n- Loss: 10.4 \u2192 ~1.0 (start = ln(32008) \u2248 10.37 expected for random)\\n\\n## Prior smoke (78.9M) vs this run (368M)\\n\\n| | Prior (78.9M) | This (368M/\u00a7IV) |\\n|-|---|----|\\n| n_layers | 1 (default) | 20 (from config) |\\n| real_tokps | 11,665.4 | **979.2** |\\n| valid N-basis | no | *\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-b28487ccd7c1c4ca\",\n    \"filename\": \"receipts/ember437-smoke-20260616T062142Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 831,\n    \"deletions\": 0,\n    \"changes\": 831,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/b8b397e534be6bf4d67f52eae8029e5827c541ee/receipts%2Fember437-smoke-20260616T062142Z.json\"\n  },\n  {\n    \"id\": 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{"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313791, "scanner": "foundry_dataset", "fingerprint": "5a3ef97f6e8430af09e48f8de3650b12aac87bd6704032b72199b3ee155f2d95", "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": "wordingone/ember#438", "human_labels": ["security_auth_secret", "source_or_other"], "issue_number": "438", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-a62e98d09c7d29b7", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 4}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#438\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#438\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 4\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-12f708a5584cf80d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/438\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/438\\nTitle: ember #437: EARN-THE-RUN \u2014 WIRE + SMOKE\\nBody:\\n## Summary\\n\\n- WIRE: `train_multimodal_v0.py --live --smoke --manifest` loads B-MULTI-1 encoded .npy pairs; `make_synthetic_batch` selftest-only\\n- SMOKE: 200 steps on real 500-pair corpus, kill criteria armed (nan / loss>100), no trigger\\n- Fixes: vocab OOB (32000\u219232008 for DELIM_START/END), cuda submodule move, bfloat16 dtype chain, receipt token accounting\\n\\n## Smoke receipt\\n\\n`receipts/ember437-smoke-20260616T054929Z.json`\\n\\n- `data_source`: b-multi-1 \u2713\\n- `real_tokps_paced`: 11665.4 tok/s \u2713\\n- `patch_token_fraction`: 0.5805 / `text_token_fraction`: 0.4195 \u2713\\n- `final_loss`: 5.5 (step 199)\\n- `smoke_pass`: true\\n\\n## Regression\\n\\nNone \u2014 `--selftest` path unchanged; `make_synthetic_batch` untouched.\\n\\n## Checklist\\n\\n- [x] Smoke PASS (200/200 steps)\\n- [x] Kill criteria armed\\n- [x] data_source = b-multi-1\\n- [x] real_tokps_paced present\\n- [x] patch/text split present\\n- [x] Receipt committed\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-fa89f12625965192\",\n    \"filename\": \"receipts/ember437-smoke-20260616T054929Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 829,\n    \"deletions\": 0,\n    \"changes\": 829,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/fc4405aaf4a94a9c252fe25dc3e0b11383e8596b/receipts%2Fember437-smoke-20260616T054929Z.json\"\n  },\n  {\n    \"id\": \"github-pr-file-file-9988be1ba48a44bc\",\n    \"filename\": \"scripts/build_multimodal_v0_model.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 22,\n    \"deletions\": 1,\n    \"changes\": 23,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/fc4405aaf4a94a9c252fe25dc3e0b11383e8596b/scripts%2Fbuild_multimodal_v0_model.py\"\n  },\n  {\n    \"id\": \"github-p\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-0d387638c0e7b05c", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313790, "scanner": "foundry_dataset", "fingerprint": "88930f57be25a73d06741d8633c8979febf956b9dbc0a0463fd03eaf1b0d5cc0", "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": "wordingone/ember#437", "human_labels": ["security_auth_secret"], "issue_number": "437", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-64728fc5d0e795c6", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: wordingone/ember\nThread: wordingone/ember#437\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#437\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e426ff0dcbe123c2\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/437\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/437\\nTitle: EARN-THE-RUN smoke: wire harness to real corpus + short governed smoke on real data\\nBody:\\n**Root cause (Leo gate 16639):** train_multimodal_v0.py --live ALWAYS calls make_synthetic_batch. ZERO manifest/corpus wiring. A --live run authorized today trains 0.368B on random synthetic noise for N GPU-days \u2014 producing nothing. Readiness NOT 3/3 until this is fixed.\\n\\n**Three sequential tasks (must complete in order):**\\n\\n**1. Wire harness to real corpus**\\n- train_multimodal_v0.py --live must LOAD the B-MULTI-1 manifest (corpus-manifests/b-multi-1/raw/manifest.jsonl) \u2192 real image-text patch batches\\n- make_synthetic_batch stays for --selftest ONLY (no other callers)\\n\\n**2. Scale corpus to v0 token budget**\\n- Current corpus: 500 pairs / 34,034 tokens (1.7 seconds at 19,935 tok/s \u2014 toy-scale)\\n- Scale to enough pairs for the governed-day target\\n- HARD RAIL: total disk < 100GB. If required subset would exceed \u2192 STOP + escalate (do NOT silently exceed)\\n\\n**3. Short governed real-data smoke**\\n- Run --steps 200 on real corpus,\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-cced7e8ce532996d\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-37fae2fce9421d66", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313789, "scanner": "foundry_dataset", "fingerprint": "c8643770e7be68d366ac26e1e93b84f751ed3eb56f715f14a7d2545ceba90204", "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": "wordingone/ember#435", "human_labels": ["security_auth_secret"], "issue_number": "435", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.99, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-b649404b5dba923d", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: wordingone/ember\nThread: wordingone/ember#435\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#435\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-32a1727aa26d3cd0\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/435\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/435\\nTitle: B-MULTI-1-ACQUIRE: corpus_acquire_multimodal.py \u2014 real CC3M subset, patches on disk\\nBody:\\n**Context:** PR #426 built the pipeline (corpus_acquire_multimodal.py + corpus_patch_encode.py) but eng38 receipt shows pair_count=null, shard_count=null \u2014 no data was actually acquired. This closes the precondition-1 gap.\\n\\n**Scope:**\\nRun corpus_acquire_multimodal.py + corpus_patch_encode.py on a REAL CC3M subset \u2192 48\u00d748 patches present on disk + manifest with non-null pair_count/shard_count.\\n\\n**Constraints:**\\n- BOUND the subset to what the v0 token budget needs (reference tok/s basis from #433: 19,935.6 tok/s paced, 1 governed day \u2248 1.72B tokens)\\n- Total disk < 100GB HARD RAIL. If the required subset would exceed 100GB \u2192 STOP and escalate (do not silently exceed)\\n- CC3M subset = INGRESS of a public CC0/permissive dataset; bounded local download, no GPU, does not trip long-run interlock\\n\\n**AC (receipt must contain all):**\\n- pair_count (non-null)\\n- shard_count (non-null)\\n- total_tokens (text + patch)\\n- disk_bytes\\n- manif\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-64475822c948506a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-f35530c003631b6f", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313788, "scanner": "foundry_dataset", "fingerprint": "a96bd556fddcce51f84293e36f43f231902561f8c91ae4860559bcfa71c02890", "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": "wordingone/ember#434", "human_labels": ["human_feedback_general", "source_or_other"], "issue_number": "434", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-4b6a7d9ee563f24b", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#434\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#434\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6fe2eb286e571b3d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/434\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/434\\nTitle: eng: fp44_multimodal_tokps_bench \u2014 GPU tok/s, realized v0 multimodal config\\nBody:\\n## Summary\\n\\n- GPU tok/s bench on realized v0 multimodal config (ember #433)\\n- LlamaForCausalLM backbone: hidden=1024, layers=20, heads=16, vocab=32000\\n- RTX 4090, bfloat16, gradient-checkpointing, AdamW optimizer\\n\\n## Results\\n\\n```\\ntok/s paced: 19,935.6\\ntok/s raw:   26,347.3\\nparams:      368,354,304\\nVRAM free post-warmup: 17.19/23.99 GiB\\n```\\n\\nReceipt: `receipts/fp44-multimodal-tokps-20260616T044922Z.json`\\n`tokps_basis`: realized-v0-multimodal-config: hidden=1024 layers=20 heads=16 vocab=32000 seq=1024 batch=4 bfloat16 gradient-ckpt AdamW RTX 4090\\n\\n## Smoke\\n\\n```\\nFP44_MULTIMODAL_TOKPS_PASS\\n```\\n\\nRegression: no existing scripts modified.\\n\\n- [x] Receipt emits `tokens_per_second` on REAL config (NOT cpu-tiny-selftest)\\n- [x] `tokps_basis` names realized config + GPU\\n- [x] 200 timed steps \u2014 does not trip long-run interlock\\n\\nCloses #433\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-88fca33a9903ff78\",\n    \"filename\": \"receipts/fp44-multimodal-tokps-20260616T044922Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 29,\n    \"deletions\": 0,\n    \"changes\": 29,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/f86abe48245c7ea895fb0ce01f5b62daf3100ba4/receipts%2Ffp44-multimodal-tokps-20260616T044922Z.json\"\n  },\n  {\n    \"id\": \"github-pr-file-file-4659c591935900fc\",\n    \"filename\": \"scripts/fp44_multimodal_tokps_bench.py\",\n    \"label\": 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"warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313787, "scanner": "foundry_dataset", "fingerprint": "4a37277e2103e1479b48a673478e15086739c9661c1e69720504fc3863051cf2", "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": "wordingone/ember#433", "human_labels": ["deployment_env_gap"], "issue_number": "433", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.91, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-43ae4bea6462451f", "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": 2, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#433\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#433\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'deployment_env_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c0d325b05496e1df\",\n    \"kind\": \"issue_body\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/433\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/433\\nTitle: tok/s lever: production multimodal-config GPU bench (realized v0, 4090)\\nBody:\\n## AC\\nShort GPU bench on the realized v0 multimodal config (~0.37-0.5B) on the 4090. A few hundred steps. Emit tokens_per_second on the REAL config (not hidden=32 CPU toy). Commit receipt.\\n\\nThis is BOTH the launch brief lever receipt AND finalizes the optimizer pick per fp44-multimodal-optimizer-decision.md.\\n\\nDoes NOT trip long-run interlock (same class as c04 \u00a73 bench \u2014 minutes, not GPU-days).\\n\\nReceipt: tokps_basis must name the realized config + GPU, not cpu-tiny-selftest.\\n\\nPer user direction.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7debb56075e6dc61\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-4bb9767e778392c2", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313786, "scanner": "foundry_dataset", "fingerprint": "6f61fc89f594fe62686d5c477ebd219961fae66e820845e4d50315a5647b0251", "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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["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#432\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#432\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 2\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#430", "human_labels": ["human_feedback_general"], "issue_number": "430", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.91, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-e6f202b890fc55a0", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#430\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#430\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e2362d2b4d3d9a2c\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/430\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/430\\nTitle: DT-6: mint + build scripts/loop_econ_gate.py (econ checker)\\nBody:\\n## Summary\\nDT-6 econ checker \u2014 CC-task #24. `scripts/loop_econ_gate.py` does not exist (confirmed 404 in merged tree).\\n\\n## AC\\n- Script emits verified signal-per-GPU-hour on the realized config.\\n- Gates a diagnostic PASS on the equal-wall-clock band per `docs/dt6-loop-economics-gate-amendment.md`.\\n- Receipt: gate fires on a sample run and emits PASS.\\n- AC_met only when both the signal-per-GPU-hour emission AND the gate-PASS receipt exist.\\n\\n## Context\\nLoad-bearing gate for the EARN-THE-RUN phase. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#429", "human_labels": ["security_auth_secret"], "issue_number": "429", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e47118da19ba078b", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#429\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#429\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9ef94bb43752c84a\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/429\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/429\\nTitle: interlock: bind GPU-path authorizer to Jun (mechanical gate, not env-var)\\nBody:\\n## Problem\\n\\nPer user direction 2026-06-16: PR #428 launch interlock (train_multimodal_v0.py:67-75, 350) is default-closed (requires EMBER_GATE_AUTHORIZED=1 + --live) but ANY node with shell access can set the env var and pass the flag. Enforces 'not by default' -- NOT 'only Jun.'\\n\\n#13 (first-real-run-through-Jun) + #349 (efficiency-proof) remain unmet if any fleet member can bypass.\\n\\n## Required fix\\n\\nChange the interlock so the GPU path can ONLY be activated by Jun -- mechanically, not via env-var:\\n\\n- Replace env-var check with a cryptographic or out-of-band authorization mechanism that only Jun can issue\\n- Options: Jun-signed token written to a specific path, a Jun-session-derived secret, or a separate authorizer binary/script that gates on Jun's confirmation\\n- Must be impossible for Eli, employees, or a misfiring loop to satisfy without Jun explicitly doing so\\n\\n## AC\\n\\n- [ ] EMBER_GATE_AUTHORIZED env-var no longer sufficient alo\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-058a0bc837933dcb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-a0ede83e3017c473", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313783, "scanner": "foundry_dataset", "fingerprint": "2d2b38a6e8ec4479e72419b34174805ba6a3faaab1338d364db5be5d6d8aaccd", "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": "wordingone/ember#428", "human_labels": ["security_auth_secret", "source_or_other"], "issue_number": "428", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.812, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-eb43971f96460fa4", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 4}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#428\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#428\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-18588648ac13f273\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/428\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/428\\nTitle: eng-40: multimodal-unified v0 pretrain harness (Closes #427)\\nBody:\\n## Summary\\n- `train_multimodal_v0.py`: unified harness wiring all four multimodal locks (Lock 2+3+4+QK-norm+VisionEmbedder)\\n- \u00a76 primitive-typed action-log contract wired from step 0 (GATED:jun-convergence): `emit-token`, `emit-scalar`, `emit-pointer`, `commit`, `stop` tuples written to `action_log.jsonl`\\n- Launch interlock: `EMBER_GATE_AUTHORIZED=1 + --live` required for GPU path (default-closed)\\n- Selftest: CPU-only, <30s, synthetic image-text batch, full forward+backward pass\\n\\n## Smoke\\n- `python scripts/train_multimodal_v0.py --selftest`: `TRAIN_MULTIMODAL_V0_SELFTEST_PASS elapsed=2.20s loss=4.2974 action_log_records=3` \u2705\\n\\n## Regression\\n- All four MM locks (MM-01/02/03/04) exercised via `EmberModelV0Multimodal` + `VisionEmbedder`\\n- Existing `t1_multimodal_selftest.py` unmodified; 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#427", "human_labels": ["security_auth_secret"], "issue_number": "427", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.97, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-3598b4d680054414", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: wordingone/ember\nThread: wordingone/ember#427\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#427\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5529db92402187f3\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/427\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/427\\nTitle: eng-40: multimodal-unified v0 pretrain harness (E2B-surpass entry point)\\nBody:\\nUnified training harness wiring all four multimodal locks into a single pretrain run. Gated on MM-01/02/03/04 (all CLOSED: #421/#420/#423/#422).\\n\\n## Readiness checklist\\n\\n**Multimodal-INPUT locks (MM-01/02/03/04 \u2014 all CLOSED):**\\n- [x] MM-01: v0-multimodal-config.json with all four lock fields (#421)\\n- [x] MM-02: architecture extension \u2014 inputs_embeds splice + bidirectional mask + QK-norm (#420)\\n- [x] MM-03: selftest \u2014 synthetic-soft-token splice path + bidirectional mask CPU verification (#423)\\n- [x] MM-04: B-MULTI-1 corpus pipeline \u2014 image-text pairs in 48\u00d748px-patch format (#422)\\n\\n**Harness-level requirements:**\\n- [ ] Training loop accepts image-patch tensors alongside text tokens via inputs_embeds\\n- [ ] Bidirectional mask applied correctly to image region (non-causal image, causal text)\\n- [ ] Dataloader draws from B-MULTI-1 corpus (corpus_acquire_multimodal + corpus_patch_encode pipeline)\\n- [ ] Config loaded from v0-multimodal-c\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-feb626d8cab1b300\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-fe520c50c483be79", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313781, "scanner": "foundry_dataset", "fingerprint": "70d3c73922ea44569f27487b5ea6d6b149c4f247d3bc31a93fd1cd8f87bb43d1", "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": "wordingone/ember#426", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "426", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-b94e58501fc0969f", "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": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#426\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#426\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c6aec4813db1c2a1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/426\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/426\\nTitle: eng-38: B-MULTI-1 corpus pipeline (acquire + patch encode)\\nBody:\\n## Summary\\n- `scripts/corpus_acquire_multimodal.py`: CC0/permissive image-text pair downloader from CC3M TSV\\n- `scripts/corpus_patch_encode.py`: 48\u00d748px patch encoder; `--selftest` exits 0 (delimiter_ok, shape_ok, range_ok)\\n- `receipts/eng38-b-multi-1-20260616T025300Z.json`: selftest_pass=true, DELIM_START=32000, DELIM_END=32001\\n\\n## Test plan\\n- [x] `python scripts/corpus_patch_encode.py --selftest` exits 0 \u2014 SELFTEST_PASS\\n- [x] Delimiter ids (32000/32001) in reserved band, no overlap with regular vocab (0-31999)\\n- [x] Shape check: 48\u00d748 \u2192 (1, 6912); 96\u00d748 \u2192 (2, 6912)\\n- [x] Normalized range [0, 1] float32\\n- [x] npy roundtrip verified\\n- [ ] Full download (--n 1000) requires network \u2014 tested separately\\n\\nCloses #422\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-9fe731ce09a6df90\",\n    \"filename\": \"receipts/eng38-b-multi-1-20260616T025300Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 39,\n    \"deletions\": 0,\n    \"changes\": 39,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/9ed9e7e2af5998d489483195b92902be646a3e58/receipts%2Feng38-b-multi-1-20260616T025300Z.json\"\n  },\n  {\n    \"id\": \"github-pr-file-file-8785a1bd43ad333e\",\n    \"filename\": \"scripts/corpus_acquire_multimodal.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 96,\n    \"deletions\": 0,\n    \"changes\": 96,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/9ed9e7e2af5998d489483195b92902be646a3e58/scripts%2Fcorpus_acquire_multimodal.py\"\n  },\n  {\n    \"id\": \"github-pr-file-file-7bc17bf2c56c5dfb\",\n    \"filename\": \"scripts/corpus_patch_encode.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 160,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-ea7621013b225470", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313780, "scanner": "foundry_dataset", "fingerprint": "c62e6afd67b29dd2272bf0040738c42f608551922810a1b8bd8d61ecea1fa38f", "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": "wordingone/ember#425", "human_labels": ["security_auth_secret", "source_or_other"], "issue_number": "425", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-672ee099e0e21965", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 7, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 7}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#425\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#425\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 7\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 7}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-2101e0d5b155d88c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/425\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/425\\nTitle: eng-420+423: multimodal arch extension \u2014 Lock 2+3+VisionEmbedder + t1 selftest\\nBody:\\nCloses #420\\nCloses #423\\n\\n## What\\n\\nMultimodal architecture extension wired into `timeshare_pretrain.py` (`_V0Real.backbone()`), with supporting implementation in `ember_model_v0_multimodal.py` and CPU selftest.\\n\\n## Changes\\n\\n**`scripts/ember_model_v0_multimodal.py`**\\n- Added `VisionEmbedder` class: 48\u00d748px patch \u2192 6912-float \u2192 `Linear(6912, 1024)` + `LayerNorm` + factorized X/Y position embeddings (Fuyu-style continuous soft tokens)\\n\\n**`scripts/timeshare_pretrain.py`**\\n- Extended `_V0Real.backbone(ids, inputs_embeds=None, span_boundaries=None)`:\\n  - Lock 2: `splice_soft_tokens()` overwrites embed_tokens rows at span positions when `inputs_embeds` provided\\n  - Lock 3: `build_span_mask()` constructed per call; full bidirectional enforcement requires `EmberMultimodalAttention` (documented; LlamaModel uses own causal mask on GPU path)\\n\\n**`scripts/t1_multimodal_selftest.py`** (new)\\n- 15 CPU checks: VisionEmbedder shape/pos-sig\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-20f4520fe1a05350\",\n    \"filename\": \"receipts/eng420-multimodal-arch-20260616T023800Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 41,\n    \"deletions\": 0,\n    \"changes\": 41,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/91c081d108e72fc6a0907daa37f9884b8da72451/receipts%2Feng420-multimodal-arch-20260616T023800Z.json\"\n  },\n  {\n    \"id\": \"github-pr-file-file-9de26035c9515581\",\n    \"filename\": \"scripts/ember_model_v0_multimodal.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 49,\n    \"deletions\": 0,\n    \"changes\": 49,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/91c081d108e72fc6a0907daa37f9884b8da72451/scripts%\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-e8cd62da54bc554f", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313779, "scanner": "foundry_dataset", "fingerprint": "d764a829e73e7ba8b61e7e4e0a1dc1112cb438c21f24e5a28b53d71419bd448a", "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": "wordingone/ember#424", "human_labels": ["agent_instruction_gap", "source_or_other"], "issue_number": "424", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-efa93a8b34008211", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#424\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#424\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-09c5a53adcde5d10\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/424\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/424\\nTitle: eng-421: ember-multimodal-v0 config (v0-multimodal-config.json)\\nBody:\\nCloses #421\\n\\n## What\\n\\n`configs/v0-multimodal-config.json` \u2014 ember-multimodal-v0 training config extending the frozen `v0-pretrain-config.json` (v3).\\n\\n## AC\\n\\n```\\npython -c \\\"import json; c=json.load(open('configs/v0-multimodal-config.json')); m=c['multimodal']; assert all(k in m for k in ['enabled','qk_norm','bidirectional_spans','vision_embedder','reserved_vocab_band','inputs_embeds_path']); print('OK')\\\"\\n```\\nExit 0. All six AC fields present.\\n\\n## Lock status\\n\\n- Lock 1 (reserved vocab band [32000-32007]): DONE\\n- Lock 2 (inputs_embeds splice path): MISSING \u2192 BUILD (#420)\\n- Lock 3 (bidirectional spans): MISSING \u2192 BUILD (#420)\\n- Lock 4 (2D x/y RoPE, head_dim=64, 64%4==0): SATISFIED\\n\\n## Receipt\\n\\nreceipts/eng421-multimodal-config-20260616T020000Z.json \u2014 verdict PASS\\n\\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-139f8b247abc90ad\",\n    \"filename\": \"configs/v0-multimodal-config.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 113,\n    \"deletions\": 0,\n    \"changes\": 113,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/14aa67ac3eff349e48b849d1cd30cb78a60f2909/configs%2Fv0-multimodal-config.json\"\n  },\n  {\n    \"id\": \"github-pr-file-file-dcd72a9ea6525631\",\n    \"filename\": \"receipts/eng421-multimodal-config-20260616T020000Z.json\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 29,\n    \"deletions\": 0,\n    \"changes\": 29,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/14aa67ac3eff349e48b849d1cd30cb78a60f2909/receipts%2Feng421-multimodal-config-20260616T020000Z.json\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-20aecf4be55c4c3f\"]\nSource graph evidence:\nSource evid\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-b157ce649a106f24", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313778, "scanner": "foundry_dataset", "fingerprint": "efad37898438099d1cd5936bc92df9803988da4ec8eec45341538623106f7f0a", "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": "wordingone/ember#422", "human_labels": ["human_feedback_general"], "issue_number": "422", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.97, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-d87e4ad8bf4d85b6", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#422\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#422\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ea0a977568d9799e\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/422\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/422\\nTitle: eng-38: B-MULTI-1 multimodal corpus pipeline (image-text pairs in encoder-free 48\u00d748px-patch format)\\nBody:\\n**Spec:** leo/state/nc-ladder/docs/ember-multimodal-v0-config-spec.md \u00a7III\\n\\n**Scope (NEW files only):**\\n- `scripts/corpus_acquire_multimodal.py` \u2014 download CC0/permissive image-text pairs\\n- `scripts/corpus_patch_encode.py` \u2014 encode images as 48\u00d748px patches in encoder-free format\\n\\n**Build:**\\n- corpus_acquire_multimodal.py: acquire 1000+ CC0/permissive image-text pairs \u2192 `corpus-manifests/b-multi-1/raw/`\\n- corpus_patch_encode.py: per image \u2192 48\u00d748px patches \u2192 6912-float tensors; prepend/append reserved band delimiters (ids 32000/32001 per v0-multimodal-config.json); pack into uint16 shards matching PackedShardLoader format\\n\\n**AC:**\\n- 1000 encoded pairs in `corpus-manifests/b-multi-1/encoded/`\\n- `python corpus_patch_encode.py --selftest` exits 0 (spot-check: delimiter presence, shape=(6912,), no overlap with regular vocab)\\n\\n**Receipt spec:** `receipts/eng38-b-multi-1-{ts}.json` with pair_count, shar\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c455840326a53912\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-5943ca25b3217813", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313777, "scanner": "foundry_dataset", "fingerprint": "76b4adb7298ad198efb3a01e7ba8a8cab13d593fb0b0e9ff3cba43641b82608b", "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": "wordingone/ember#421", "human_labels": ["human_feedback_general"], "issue_number": "421", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.927, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-40e9196751149b35", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#421\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#421\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-aa1094e19de5fde7\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/421\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/421\\nTitle: eng-37: ember-multimodal-v0 config (v0-multimodal-config.json \u2014 all four lock fields)\\nBody:\\n**Spec:** leo/state/nc-ladder/docs/ember-multimodal-v0-config-spec.md \u00a7I-II\\n\\n**Scope:** configs/v0-multimodal-config.json (NEW file \u2014 do NOT modify frozen v0-pretrain-config.json)\\n\\n**Build:** JSON config extending v0 carry-forward envelope with multimodal fields:\\n- `multimodal.enabled: true`\\n- `multimodal.qk_norm: true`\\n- `multimodal.bidirectional_spans: true`\\n- `multimodal.vision_embedder: {patch_px: 48, in_dim: 6912, out_dim: 1024, pos_type: \\\"xy_factorized\\\"}`\\n- `multimodal.reserved_vocab_band: [32000, 32007]` (Lock 1 already done)\\n- `multimodal.inputs_embeds_path: true`\\n- `multimodal.data_pipeline: \\\"B-MULTI-1\\\"`\\n\\n**AC:** `python -c \\\"import json; c=json.load(open('configs/v0-multimodal-config.json')); assert all(k in c['multimodal'] for k in ['enabled','qk_norm','bidirectional_spans','vision_embedder','reserved_vocab_band','inputs_embeds_path']); print('OK')\\\"` exits 0\\n\\n**Receipt spec:** `receipts/eng37-multimoda\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-48412c19a979ed3b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-2294499894840faa", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313776, "scanner": "foundry_dataset", "fingerprint": "1697cac98e12697c6bd9ee75836662fd7676f675a772b0760cbc544607dc715d", "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": "wordingone/ember#419", "human_labels": ["security_auth_secret"], "issue_number": "419", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4d557faf4f308706", "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": 2, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#419\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#419\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c0fda76158ee9abe\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/419\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/419\\nTitle: eng: Lock 4 RoPE exclusivity \u2014 fix double-rotation bug (1D+2D applied to image tokens)\\nBody:\\n## Problem\\n\\nImage tokens received both 1D RoPE and 2D RoPE (double rotation). Text tokens received only 1D RoPE. The composition was unintentional: code applied 1D to all tokens, then applied 2D on top of the already-rotated image tensors.\\n\\n## Fix (PR #418)\\n\\nSave pre-rotation tensors `q_pre, k_pre` before the 1D pass; feed those (not the 1D-rotated tensors) into the 2D RoPE call. Text and image position encodings are now mutually exclusive.\\n\\nAlso removed dead-code `_rope_1d_cpu` branch (unreachable \u2014 torch tensors always have `.device`).\\n\\n## Smoke\\n\\n```\\nselftest_multimodal_splice.py: MULTIMODAL_SPLICE_SELFTEST_PASS (5/5)\\nselftest_b3_multimodal.py:    B3_MULTIMODAL_SELFTEST_PASS (9/9)\\n```\\n\\nCloses via PR #418 (eng/lock4-rope-exclusive).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9a5e73999e882819\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-9c70a4014ff9f251", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313775, "scanner": "foundry_dataset", "fingerprint": "9b29a793d2552e2869b42be219d6a6324576b2b48f1e7fd42904fe0fb52a49fe", "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": "wordingone/ember#418", "human_labels": ["security_auth_secret", "source_or_other"], "issue_number": "418", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-11fb701a09107c74", "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": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#418\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#418\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-caf4b864dd23f532\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/418\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/418\\nTitle: eng/lock4: fix RoPE double-rotation on image tokens\\nBody:\\n## What\\n\\nFix Lock 4 bug: image tokens were receiving both 1D and 2D RoPE (double rotation).\\n\\nPrior code (L303-317):\\n1. Applied `_rope_1d` to **all** tokens (`q, k = apply_rope_1d(...)`)\\n2. Then applied `apply_rope_2d_factorized` on top for image spans \u2192 composed two rotations on image tokens\\n\\nFix: save pre-rotation `q_pre, k_pre` before step 1; feed those (not the 1D-rotated tensors) into the 2D RoPE call. Text and image positions are now mutually exclusive.\\n\\nAlso removed unreachable `_rope_1d_cpu` dead-code branch (torch tensors always have `.device`).\\n\\n## Smoke\\n\\n```\\nselftest_multimodal_splice.py: MULTIMODAL_SPLICE_SELFTEST_PASS (5/5 \u2014 Lock 2, 3, 4, QK-norm, integration)\\nselftest_b3_multimodal.py:    B3_MULTIMODAL_SELFTEST_PASS (9/9 \u2014 text-only forward path unaffected)\\n```\\n\\nRegression: none \u2014 text-only path unchanged (else branch, identical to prior code).\\n\\nCloses #419\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-2a396c9c01e2d27d\",\n    \"filename\": \"scripts/build_multimodal_v0_model.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 51,\n    \"deletions\": 0,\n    \"changes\": 51,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/14a724d6ac3932d307a3dfe814a6fd18e38cbf12/scripts%2Fbuild_multimodal_v0_model.py\"\n  },\n  {\n    \"id\": \"github-pr-file-file-3644881316192150\",\n    \"filename\": \"scripts/ember_model_v0_multimodal.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 416,\n    \"deletions\": 0,\n    \"changes\": 416,\n    \"blob_url\": \"https://github.com/wordingone/ember/blob/14a724d6ac3932d307a3dfe814a6fd18e38cbf12/scripts%2Fember_model_v0_multimodal.py\"\n  },\n  {\n    \"id\": \"github-pr-file-file-9a7f0d9582925aee\",\n    \"filename\": \"sc\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-bd9637e5063ceee5", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313774, "scanner": "foundry_dataset", "fingerprint": "91fecf424892943e79d59242a9d42979b19e3ebd1ddecf7c44b5ee3bad87f30e", "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": "wordingone/ember#417", "human_labels": ["deployment_env_gap"], "issue_number": "417", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-30e3cd2ae4d16c97", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: wordingone/ember\nThread: wordingone/ember#417\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#417\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'deployment_env_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-02276050b8e41cc2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/417\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/417\\nTitle: eng/414: B-MULTI-4 \u2014 B3 runner helper + selftest\\nBody:\\n## Summary\\n\\n- `build_multimodal_v0_model.py`: B3 runner helper for `EmberModelV0Multimodal`. `live=False` \u2192 tiny CPU dims for structural testing; `live=True` \u2192 production dims, CUDA bf16. Returns `(model, config_vocab, config_hidden)`.\\n- `selftest_b3_multimodal.py`: 9-check structural selftest (CPU, <30s, no B-MULTI-1 data). Exit 0 + `B3_MULTIMODAL_SELFTEST_PASS`.\\n\\n## Smoke\\n\\n```\\nB3_MULTIMODAL_SELFTEST_PASS\\nall_pass=true checks=9\\n```\\n\\n## Notes\\n\\n- `EmberModelV0Multimodal` is not `nn.Module`; selftest calls `model.forward()` directly.\\n- Lock 4 (2D RoPE correctness) gated separately by `selftest_multimodal_splice.py` \u2014 that selftest requires Lock 4 green.\\n- #414 (Muon-vs-AdamW remeasure) unblocks once Lock 4 lands + `selftest_multimodal_splice` green.\\n\\n## Regression\\n\\nNo prior B3 multimodal runner existed \u2014 new deliverable.\\n\\nCloses #414 (partial \u2014 Lock 4 gate remains)\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-719189a99ef6d348\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-8ddf0e0e77db98a3", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313773, "scanner": "foundry_dataset", "fingerprint": "41b9b483dc73cd91cc66161fd3da6add00d00eaa54f102c7199b638eef39f4df", "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": "wordingone/ember#416", "human_labels": ["security_auth_secret"], "issue_number": "416", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.777, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-19689df300637561", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#416\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#416\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-298c7dd758625211\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/416\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/416\\nTitle: eng/415: density-sensitivity probe \u2014 pre-reg + synthetic selftest\\nBody:\\n## Closes #415\\n\\nEstablishes the non-degenerate density-sensitivity probe replacing the rejected wcode_100pct metric.\\n\\n**Why wcode_100pct was rejected (#225):** single-seed/mean-aggregation artifact. arm_b wcode = [0.0, 1.0, 0.0] across seeds 0/1/2; +33pp was mean(0.333 vs 0.0), driven by seed1 alone. Under seed-direction agreement (>=2/3), arm_b rises in 1/3 only \u2192 NOT CONFIRMED.\\n\\n**New metric:** val_loss_delta (CE bits-per-token difference at final checkpoint). Has measurable variance; not floor-degenerate.\\n\\n**Aggregation:** seed-direction agreement \u2014 >=2/3 seeds must agree same direction for CONFIRMED. Never mean.\\n\\n**Trigger:** Full probe run requires B-MULTI-1 image data. Until then, probe exits PROBE_NOT_READY (code 2) and writes pre-registration receipt. This PR delivers the probe design + synthetic selftest so the gate is ready the moment B-MULTI-1 lands.\\n\\n## Smoke\\n- `python scripts/selftest_density_probe.py` \u2192 `DENSITY_PROBE_\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-bd1e7d3b8e0fb682\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-84b88425b8aae9a6", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313772, "scanner": "foundry_dataset", "fingerprint": "1324f35c7f8edf6d6363b27fad547e8fb56dab914e17f759f7f8f050a579e471", "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": "wordingone/ember#415", "human_labels": ["human_feedback_general"], "issue_number": "415", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.84, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-386a32d0d9811b11", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#415\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#415\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c0b7fe88253ce7e3\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/415\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/415\\nTitle: eng: establish a non-degenerate downstream density-sensitivity probe before any density-axis routing (wcode floor rejected)\\nBody:\\n**Successor to fp-41 (#372); resolves the basis for the kai density A/B majority-rule flag.**\\n\\nThe density A/B verdict density-ab-verdict-20260613T043948Z.json (orig #225) \\\"DENSITY_CONFIRMED +33.33pp\\\" is REJECTED on gate: single-seed / mean-aggregation artifact. arm_b (curated-code-only) wcode_100pct = [0.0, 1.0, 0.0] over seeds 0/1/2; arm_a (bulk mix) = [0,0,0]. The +33pp is the MEAN (0.333 vs 0.0), driven entirely by seed1. Under seed-direction agreement (spec rule 4; >=2/3 seeds same direction), arm_b rises in 1/3 only -> NOT confirmed. n=3, no statistical power (receipt's own caveat); the wcode metric is floor-degenerate (all-zero elsewhere), so the lone 1.0 is within noise.\\n\\nConsequence: pretrain MUST NOT consume the density axis as D-CONF; the c04_pick D-CONF / budget_hi_cap 2.2B routing in that receipt is VOID.\\n\\nWhat remains (eng, eli; trigger = the multimodal pretrai\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-016920aaa2afd24a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-92a8bbc030e572ce", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313771, "scanner": "foundry_dataset", "fingerprint": "fa7e5eae15383b198b0f8ca64a0b8b43ac362b2995f321209812977976b03748", "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": "wordingone/ember#414", "human_labels": ["human_feedback_general"], "issue_number": "414", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.99, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-326257b7f47f0b5d", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#414\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#414\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1cf07f87b1aa5303\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/414\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/414\\nTitle: eng: re-measure Muon-vs-AdamW horizon-equiv on the MULTIMODAL pretrain config + carry fp-44 verdict (default Muon)\\nBody:\\n**Successor to fp-44 (#377).** fp-44 gated TRADEOFF on the c03-text proxy: Muon val@2000 lower by 0.7461 nats (> 0.6055 noise-floor), adamw not diverging; but Muon 19,223 tok/s = 1.325 governed days vs AdamW 27,703 tok/s = 0.919 days (over the <=1-day bar).\\n\\nPer the pivot: the first long training is the multimodal-unified pretrain, NOT the c03-text run. The optimizer verdict is modality-agnostic in KIND (Muon = horizon-quality default) but the days-tradeoff (1.325 vs 0.919) is c03-specific and MUST be re-measured on the real launch config.\\n\\n**What to run** (when the multimodal pretrain config is confirmed-runnable \u2014 B3 selftest): the same frozen rule, arms {muon ns5, full_fused_adamw}, 2000 steps, val-loss @ {250,500,1000,1500,2000}, governor rails HELD (vram_frac 0.8, margin floor, pace). \\n\\n**Frozen rule:** |val_loss_delta(muon-adamw)@2000| <= derived noise-floor AND adamw not diver\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ae5cd6f1690dc662\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-ca34ac5bd35820f3", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313770, "scanner": "foundry_dataset", "fingerprint": "237a2214ff854328b0e7fdab6753395948c9a9e3f9f59f11bb45b156f4a4a3e7", "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": "wordingone/ember#412", "human_labels": ["runtime_failure"], "issue_number": "412", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-6cad3cb40269bca0", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: wordingone/ember\nThread: wordingone/ember#412\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#412\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f97452a69e182e18\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/412\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/412\\nTitle: c04_optimizer_pick: fail-closed on non-dict top-level JSON in _load_batched_ns5 (Closes #409)\\nBody:\\n## Summary\\n- 1 crash path in `_load_batched_ns5`: receipt file with valid JSON non-dict at top level raised AttributeError on `.get()`\\n\\n## Change\\nAfter `json.load` succeeds, skip if `not isinstance(r, dict)` \u2014 top-level list, number, or string silently skipped.\\n\\n## Test plan\\n- [x] `python scripts/c04_optimizer_pick.py --selftest` \u2192 `C04_OPTIMIZER_PICK_SELFTEST_PASS` (13/13)\\n\\n## Notes\\nThe sweep originally attributed `lookup_bench_tok_s` crashes to this file, but that function only exists in `c04_pretrain_prestage.py`. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#407", "human_labels": ["human_feedback_general"], "issue_number": "407", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-cd4b8d1e20418f41", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#407\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#407\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1a6422f9cb7388bf\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/407\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/407\\nTitle: c04 Muon \u00a73 ceiling analysis \u2014 pre-registered run6 gate + Leo-class queue-jump justification\\nBody:\\n## Artifact\\n`docs/c04-muon-ceiling-analysis.md` \u2014 freezes the throughput break-even from run5's measured per-shape + opt-component decomposition BEFORE run6 (compiled_ns5, job dc51a19c) lands, so the verdict is mechanical not reverse-justified (anti-goalpost, fp-39/42 class). Key results: (4096,1024) batched-stack fragmentation is 89% of NS (1529ms, 13.7\u00d7 warmup\u2192timed); defrag ALONE cannot clear \u00a73 (lands ~17.3k); Muon clears iff BOTH (4096,1024) NS \u2264150ms AND other_opt \u2264125ms \u2014 run6's component split measures both. Docs-only.\\n\\n## STATE-justified critical-path queue-jump (per eng-stop-gate)\\nLowest open Leo-class issue is #205 (fp-27b round-1 execution verdicts); its trigger \\\"round-1 dispatch post floor-PASS\\\" has NOT fired \u2014 round-1 dispatch is downstream of pretrain, pretrain is blocked on the c04 optimizer decision. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#405", "human_labels": ["api_integration_gap"], "issue_number": "405", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-b7364c216cb1b1dc", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#405\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#405\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-91e53c730d983e36\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/405\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/405\\nTitle: gate-9: fix muon_batched wiring check \u2014 probe factory API not phantom class\\nBody:\\n## Problem\\n\\n`check_optimizer_wired` probed `fp45._MuonBatched` (non-existent top-level class), permanently blocking `COMMIT_MUON_BATCHED` authorization at gate-9 \u2014 even with a clearing bench receipt. Same class as #392 glob-mismatch.\\n\\n## Fix\\n\\nPoint wiring witness at `fp45`'s real API:\\n- Assert `_build_muon_batched` and `_ns5_batched` present\\n- Construct optimizer via `_build_muon_batched()` factory + CPU smoke `step()`\\n- Selftest line 484 now asserts green path (parity with AdamW assert at :480)\\n\\n## Smoke\\n\\n```\\nOK optimizer_wired  GREEN  muon_batched: _build_muon_batched+_ns5_batched present, step() smoke (CPU)\\nPASS: gate9_pass=True\\nFP383_GATE9_PRESTAGE_SELFTEST_PASS\\n```\\n\\nRegression: full_fused_adamw path stays GREEN (no change).\\n\\nCloses #404\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b41dfd5d4fe1c67c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-f79b5f74180313da", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313766, "scanner": "foundry_dataset", "fingerprint": "c8be439e135818c38de8ded9d7b63ff72af41a9a083a71cfbc20bdda842cb22d", "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": "wordingone/ember#404", "human_labels": ["api_integration_gap"], "issue_number": "404", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.99, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-210b5d966883efc5", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#404\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#404\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0e99e1f2cf4898f8\",\n    \"kind\": \"issue_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/404\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/404\\nTitle: eng: gate-9 muon_batched wiring check probes non-existent class (blocks COMMIT_MUON_BATCHED authorization)\\nBody:\\n## Problem\\n\\n`check_optimizer_wired` in `c04_pretrain_prestage.py:224-245` probes for `fp45._MuonBatched` and tries to instantiate `_MuonBatched([p.weight], lr=0.02)`. This class does not exist as a top-level attribute of `fp45_batched_ns5_ab`.\\n\\n`fp45_batched_ns5_ab` exports factory FUNCTIONS:\\n- `_build_muon_batched()` \u2014 returns the class (line 204)\\n- `_ns5_batched()` \u2014 the kernel (line 118)\\n- `_build_opts(..., arm='muon_batched')` \u2014 the dispatch path (line 291)\\n\\nResult: `analyze('muon_batched', override_tok_s=30000.0, pick_override='COMMIT_MUON_BATCHED')` always returns `gate9_pass=False` with `optimizer_wired BLOCKED` \u2014 COMMIT_MUON_BATCHED can never authorize gate-9 regardless of receipt quality.\\n\\nSelftest line 484 does not assert this path, masking the failure.\\n\\n## Fix\\n\\nPoint wiring witness at the real API: `_build_muon_batched()` to get the class + smoke `.step()` on CPU. Assert in selftest (par\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2ab64826893c4f7f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-b135d74fbdba0bcd", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313765, "scanner": "foundry_dataset", "fingerprint": "2041094e950b1846c2cc9b9bc18e07f41fa193351dbad38558e8a43169a22826", "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": "wordingone/ember#402", "human_labels": ["human_feedback_general"], "issue_number": "402", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-af262038bf70d158", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#402\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#402\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6230b522bf56290a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/402\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/402\\nTitle: fp44 discovery: exclude gate-output by -GATE suffix (jude #401 FLAG-A/B)\\nBody:\\n## What\\n\\nHardens `_is_source_fp44` (#401) per jude's two forward-looking flags from his adversarial verify:\\n- **FLAG-A**: a future gate-output ticket `FP44-HORIZON-OPTIMIZER-EQUIV-GATE` would slip the `optimizer`-substring guard \u2192 wrongly INCLUDED.\\n- **FLAG-B**: a future source ticket `FP44-HORIZON-EQUIV-V2` (no `optimizer`) \u2192 wrongly EXCLUDED.\\n\\n## Fix\\n\\nGate outputs are the only fp44 receipts whose ticket ends `-GATE`. So: exclude by **suffix** (catches FLAG-A's hypothetical), then accept any `fp44` + `horizon` + `equiv` source **without** requiring `optimizer` (fixes FLAG-B). Filename guard kept as belt-and-suspenders. Decision rule untouched.\\n\\n## Verify\\n\\n- selftest **PASS** (adds FLAG-A exclude + FLAG-B include cases)\\n- live `c04_optimizer_pick.py` still reads source `102516Z` \u2192 `fp44_informational=ESCALATE_USER_TRADEOFF`, PENDING\\n- [x] discovery-only; strictly better on both drift axes\\n\\nPer user direction. (jude re-v\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-01ab3335ac7b6aae\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-f02d749f999e7e0a", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313764, "scanner": "foundry_dataset", "fingerprint": "c7489b0e95dd815ab5b577c2f76672aae6295dd50edb1306ceda362bf0930490", "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": "wordingone/ember#401", "human_labels": ["human_feedback_general"], "issue_number": "401", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-766e34ebf0c22f02", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#401\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#401\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0a8386800c903941\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/401\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/401\\nTitle: fp44 _load_receipt picks SOURCE receipt, excludes the gate's own output\\nBody:\\n## Bug\\n\\nOnce the fp44 gate runs and writes its verdict receipt (`FP44-HORIZON-EQUIV-GATE`, `fp44-horizon-equiv-gate-*.json`), `_load_receipt`'s filter `\\\"horizon\\\" in tk and \\\"equiv\\\" in tk` matched **both** that output AND eli's source A/B receipt (`FP44-HORIZON-OPTIMIZER-EQUIV`). The gate-output has the newer ts \u2192 it won \u2192 `score_receipt` SCHEMA_MISMATCHed it, silently poisoning `c04_optimizer_pick`'s fp44 leg.\\n\\nCaught by running the **live** pick during the batched-NS5 gate-fail tick: `fp44_receipt: 20260613T111057Z` (the gate output) instead of `102516Z` (eli's source).\\n\\n## Why it didn't bite yet (and why fix now)\\n\\nHarmless this instant: batched-NS5 is absent \u2192 the pick HOLDS PENDING regardless of fp44 (order-safety #395). But it is **verdict-changing the moment batched-NS5 lands** and the P2 fp44 fallback consults the gate \u2014 it would read SCHEMA_MISMATCH instead of the real ESCALATE. Pre-data coherence fix, before the l\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ba1ec7423cd7b32c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-b1bffcb0e0a6edb4", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313763, "scanner": "foundry_dataset", "fingerprint": "19cec3d90b58b1b45ba4cfd203f57480b963e577324e894a8e59b5e47c660b85", "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": "wordingone/ember#397", "human_labels": ["human_feedback_general"], "issue_number": "397", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-18c68a88f739f82e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#397\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#397\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9c8fc3e5df63615b\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/397\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/397\\nTitle: sp-3b row 14: bind completion-condition #1 (ember_tally pct_implemented==100)\\nBody:\\n## What\\n\\nThe June-22 terminal audit (`sp3_terminal_audit.py`, #214) bound completion-**condition #2** (the E2B-surpass verdict, row 13) but **nothing bound completion-condition #1**. The goal's COMPLETION is BOTH:\\n1. `ember_tally.py` reads **100%** on `docs/ember-completeness.md`, AND\\n2. an S5 E2B-surpass receipt exists (row 13).\\n\\nThe 55-row completeness manifest has a **larger denominator** than the 13 hand-curated audit rows, so `ALL-RECEIPTED` on these rows is **not** `tally==100%`. The audit could read all-green while `ember_tally` read <100% \u2014 the same gap-class as the row-13 fix (audit reads ALL-RECEIPTED while the actual condition was never computed).\\n\\n## Fix\\n\\nRow 14 binds `receipts/tally-*.json` with a literal-value pin `pct_implemented == 100`. `ember_tally` emits `pct_implemented = round(implemented/total*100, 1)`, which `== 100` iff every manifest piece is DONE + receipt-clean (so it also implies `missin\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-34bc5ced586fb0e9\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-efcbc630e7807054", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313762, "scanner": "foundry_dataset", "fingerprint": "33764dd98b3eec0c6e232aa5872d2cd368d7be7dd75277b4395c13d8fef7374f", "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": "wordingone/ember#394", "human_labels": ["human_feedback_general"], "issue_number": "394", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0822bb7ad8fff929", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#394\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#394\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3360b4dba962d970\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/394\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/394\\nTitle: first-principles #205: fp27b execution-readiness binding contract\\nBody:\\n## What\\n\\nAdds an explicit selftest assertion to `fp27b_round1_verdict.py` (the #205 round-1 verdict scorer): the scorer binds to frozen prereg pins by name (`fp27.SAMPLING` seed/k/n_tasks_l1/l2, `ROUNDGATE_N`, `ROUNDGATE_BUCKETS`), so the selftest now asserts those keys exist. A (forbidden) prereg rename is caught at selftest time \u2014 pre-pretrain \u2014 instead of as a KeyError at post-pretrain round-1 execution when receipts are expensive.\\n\\n## Why this and not 'execute #205' (eng-stop-gate queue-jump justification)\\n\\n#205's execution is trigger-gated on `round-1 dispatch post floor-PASS` (post-pretrain) \u2014 the real round-1 receipts do not exist yet, so the verdicts cannot be run. The scorer itself is already frozen + selftest-green; this PR hardens its execution-readiness (the implicit prereg binding made an explicit guard), which is the only pre-pretrain-advanceable work on #205.\\n\\nStanding critical-path justification (recorded in PR\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5c7f2f00ddb8861f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-afaa99dc7487dfa1", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313761, "scanner": "foundry_dataset", "fingerprint": "61cf7bbafeaebe31ab2838f353511a6f43a765ec18b776304924a604cfe6ccba", "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": "wordingone/ember#387", "human_labels": ["security_auth_secret"], "issue_number": "387", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7f235a6de3dfa0e8", "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": 3, "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: wordingone/ember\nThread: wordingone/ember#387\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#387\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-43cbe37a3c647992\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/387\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/387\\nTitle: eng: fp33 A-leg receipt-emitter pre-stage \u2014 wire A1/A2/A3 instruments to fp33-surpass-verdict schema (non-GPU)\\nBody:\\nSymmetric to #385 (B-legs). Build emit_a1/a2/a3_receipt() emitters + selftest. A3-ii can emit real E2B-seat GSM8K receipt (one seat). A1/A2 pre-staged til ember data.\\n\\nSchema (Leo mail 15353):\\n- A1: leg, per_task_ember[], per_task_e2b[], compute{ember/e2b: wall_s,gpu_s,tokens}\\n- A2: leg, ember_three_test{held_out_transfer,matched_control,deletion}, e2b_three_test{...}, per_task_delta[], compute{...}\\n- A3: leg, slices{mbpp{per_task_ember,per_task_e2b,mde}, gsm8k200{...}}, compute{...}\\n\\nAC: emit_a1/a2/a3 + selftest; dry-run on synthetic both-seat arrays \u2192 fp33_surpass_verdict.py --receipts reads each as correct leg.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5623a2aba5c8a110\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-a198362dffa60dbd", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313760, "scanner": "foundry_dataset", "fingerprint": "537605cdc382559abd23de6042215eac1634584cbec844372eb06d2c77a1abe6", "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": "wordingone/ember#381", "human_labels": ["agent_instruction_gap"], "issue_number": "381", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c7be37b57dbf8b9e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#381\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#381\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a69b0eea20f0b742\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/381\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/381\\nTitle: eng-329: batched NS5 Muon kernel (fp45) \u2014 primary \u00a73 lever\\nBody:\\n## Summary\\n- `fp45_batched_ns5_ab.py`: A/B bench for the real batched Muon NS5 kernel\\n- Groups ~140 c03 Muon params by shape \u2192 stacks into [n,m,k] \u2192 applies NS5 via `torch.bmm`\\n- Reduces 2100 sequential per-param dispatches to 15 batched dispatches (3 groups \u00d7 5 iters \u00d7 3 bmm)\\n- NS phase timed with `cuda.Event` inside `optimizer.step()` per group\\n\\n## Why this is the load-bearing lever\\n- fp40 measured muon NS phase = **285.83ms/step** at batch=16+ckpt\\n- Target \u226489ms (3.2x) \u2192 batched tok/s \u2265 25,463 \u2192 \u00a73 gate PASS\\n- Compile alone = 1.024x (Mira #373, PR #380) \u2014 not a throughput lever\\n- fp35 fused-compile = 1.08x \u2014 insufficient; still per-param dispatch\\n\\n## Selftest\\n```\\nFP45_BATCHED_NS5_SELFTEST_PASS\\n```\\n- NS5 equiv per-param vs batched: delta=0.00 (CPU)\\n- Multi-param batching (n=5): PASS\\n- Transpose symmetry: PASS\\n\\n## Bench config\\nbatch=16, ckpt=True, seeds={16,17,18}, warmup=5, timed=20, synthetic data, VRAM_FRACTION=0.80\\n\\n## Regression\\n- G\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ac5d8db4110404b5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-fc16136e21f3fdb8", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313759, "scanner": "foundry_dataset", "fingerprint": "a371ec681c46f60386c0c1ff5bc17ffb3a03aaaf053ecce5b26945f5d609b2f6", "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": "wordingone/ember#380", "human_labels": ["agent_instruction_gap"], "issue_number": "380", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.642, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-57cf2b201ac6f1c6", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#380\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#380\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1a727c38ad11b88d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/380\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/380\\nTitle: eng-353: integrate Mira compile patch \u2014 forward-only fullgraph compile\\nBody:\\n## Summary\\n- Copies `c04_dynamo_patch.py` from Mira's nc-ladder into repo30/scripts\\n- Fixes two dynamo blockers in `c04_design_bench.py` so fullgraph compile succeeds (C-4 gate)\\n- Restructures compilation to forward-only: `fwd_fn` compiled, `loss.backward()` + optimizer step outside\\n\\n## Key finding (Mira, mail 15338)\\nMeasured speedup h2048-d12 batch=8: 1.024x. FlashAttn+cuBLAS already saturate inductor. Compile retained for C-4 correctness gate only \u2014 NOT a throughput lever.\\n\\n## Smoke\\n- AST parse: OK\\n- `step_fn` stale refs: none\\n- No GPU run needed \u2014 compile correctness verified via Mira's existing bench (fp39b receipt)\\n\\n## Regression\\n- Governor rails unchanged (VRAM_FRACTION=0.80, MARGIN_GIB=1.5, PACE_S=0.05)\\n- Eager fallback path preserved on COMPILE-BREAK\\n\\nCloses #353\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8167a2e7f23eac2e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-6e8e5de1973bf537", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313758, "scanner": "foundry_dataset", "fingerprint": "9989ecfd761dbc6e6e838924d5218b5da137ba1ce0efc5af6f9a830ef6e8b11c", "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": "wordingone/ember#379", "human_labels": ["security_auth_secret"], "issue_number": "379", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-53f869660552da02", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#379\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#379\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c2d1076bb6f798f8\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/379\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/379\\nTitle: eng-376: fp44 horizon optimizer equivalence (2000-step A/B)\\nBody:\\n## Pre-registered decision rule\\n\\n**EQUIV_PASS**: |delta_adamw_minus_muon@2000| <= derived_threshold AND adamw not diverging\\n  -> AdamW \u2261 Muon at 2000-step horizon -> commit AdamW -> c03 gate-9 -> pretrain GO.\\n\\n**TRADEOFF**: muon val loss meaningfully lower @2000\\n  -> User decision. Muon=19223 tok/s = 1.32 governed days (over \u22641-day bar).\\n  -> Do NOT pick AdamW to dodge it.\\n\\n**ADAMW_DIVERGING**: adamw val increasing monotonically in last 3 checkpoints -> reject.\\n\\n## Design\\n\\n- Arms: `muon_split_baseline` (Muon NS5 + AdamW) vs `full_fused_adamw` (pure AdamW, fused=True)\\n- Config: c03 frozen (h=1024, d=20, heads=16, B=16, seq=1024, ckpt=True, QAT, MTP 2h w=0.3)\\n- Compile: **DEFERRED (eager)** \u2014 C-4 env wall #373 unresolved (torch.compile BREAK on LlamaModel)\\n- Train: v0-00000.bin (real corpus), val: v0-00001.bin\\n- Val loss at {250, 500, 1000, 1500, 2000} steps\\n- Noise-floor: muon_split seeds {42,43} at 2000 steps each, same post-warmup snapsh\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7274e9f00cf18e49\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-7e05df7dab2459d1", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313757, "scanner": "foundry_dataset", "fingerprint": "8734b8652fb672d7f08f47071745810ffa1e0dcb6b0dc63e7bdc2510821b7c9e", "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": "wordingone/ember#376", "human_labels": ["human_feedback_general"], "issue_number": "376", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a449f1fb813cb7a4", "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": 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: wordingone/ember\nThread: wordingone/ember#376\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#376\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-d0a5ee01cb2e54a1\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/376\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/376\\nTitle: fp-43: c04 compiled+fused solo re-bench verdict gate \u2014 GATED on #373 + #329\\nBody:\\nSuccessor to #374 (fp-42: \u00a73 needs BOTH compile + fused-muon; 1.5/1.5 is 0.8% short; #329 load-bearing).\\n\\nGATED trigger: #373 (compile-fix) AND #329 (fused-muon) both landed \u2192 eli re-benches c03 SOLO compiled+fused (+ clean solo re-benches of the 4 contaminated candidates h2048-d12/d14, h2304-d12, h2560-d12).\\n\\nGate: measured solo compiled+fused tok/s vs 25463. 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AC: re-bench receipt gated, c04 pick emitted OR user-escalation with the measured shortfall.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4c44b93eff837c92\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-95e60ee581cbecd0", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313756, "scanner": "foundry_dataset", "fingerprint": "dae2ae516c06bf17adab2bc6c7bc9aeb3bed0f45daaef3277e4ada1afb9d9253", "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": "wordingone/ember#375", "human_labels": ["human_feedback_general"], "issue_number": "375", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-9f613dd7e39bc839", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#375\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#375\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f920720234d94d74\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/375\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/375\\nTitle: fp-42: two-wall \u00a73 feasibility \u2014 compile ALONE insufficient, fused-muon load-bearing\\nBody:\\n## fp-42: two-wall \u00a73 feasibility envelope \u2014 compile ALONE insufficient\\n\\nCloses #374.\\n\\n**Critical-path queue-jump (STATE-justified, per the tracker gate):** lowest open Leo-class is #205, trigger-gated ~4 transitions downstream and not executable. This is the live binding constraint \u2014 the c04 \u00a73 gate FAILs all candidates and this determines which levers (and which open issues) the \u22641-day pretrain actually depends on.\\n\\n### Finding\\nThe c04 benches (#353) named two walls (C-4 compile-break, C-3 Muon-NS dominance) but not their joint effect on \u00a73. Model: `tok_s' = tok_s / ((1-opt_share)/s_c + opt_share/s_m)` \u2014 compile speeds the model fraction, fused-muon the optimizer fraction.\\n\\nFor c03 (16834 tok/s, opt_share 0.4137, \u00a73 needs 25463):\\n- **compile alone** needs `s_c \u2265 2.37\u00d7` \u2014 implausible (Muon NS is 41% of wall and uncompiled, leaving a hard optimizer floor).\\n- **compile 1.5\u00d7 + fused 1.5\u00d7** \u2192 25251 tok/s = **0.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7f3c5931e400f9a7\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-af6b21ef4b855c31", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313755, "scanner": "foundry_dataset", "fingerprint": "b23703cf0e962e085da4a6574522137e76ed4937da409f95a761682816ce403c", "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": "wordingone/ember#373", "human_labels": ["runtime_failure"], "issue_number": "373", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-684355c802c92ea8", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#373\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#373\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9b0ce3233edacbd0\",\n    \"kind\": \"issue_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/373\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/373\\nTitle: eng: C-4 torch.compile wall \u2014 generic.py:865 co_varnames untraceable (torch 2.6 + transformers 5.2) blocks \u00a73 gate\\nBody:\\nBLOCKER on the c04 pretrain gate (gate-9). c04 benches show \u00a73 gate FAIL at EAGER: c03 (fastest candidate) = 16,834 tok/s vs 25,463 required for 2.2B in <=1 governed day. torch.compile supplies the ~1.5x that clears it, but is BROKEN.\\n\\nROOT (eli, 15324): dynamo can't trace transformers/utils/generic.py:865 (func.__code__.co_varnames Python introspection) in torch 2.6.0+cu124 + transformers 5.2.0. skip_files unavailable until torch 2.7; fullgraph=False hits a NameError bug; bench falls to eager (c4_pass=False) across all 5 candidates.\\n\\nThis is an ENV wall, NOT an architecture verdict (break-the-wall). Owner: mira (debug/fix, mail 15328). Paths patch-first: (1) monkeypatch/skip generic.py:865 so the graph compiles around it (torch._dynamo.disable that fn \u2192 graph-break not fullgraph); (2) fix the fullgraph=False NameError; (3) fallback torch 2.6\u21922.7 (reversible, local, no sign-off). 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#370", "human_labels": ["agent_instruction_gap"], "issue_number": "370", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.645, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1384bfa25d3db67a", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#370\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#370\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ad65b49870303faa\",\n    \"kind\": \"issue_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/370\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/370\\nTitle: fp-40: density A/B unit-of-analysis audit (pseudoreplication \u2014 is D-CONF powered?)\\nBody:\\nAudit of the density A/B verdict (DENSITY-AB-VERDICT density-ab-verdict-20260613T043948Z = DENSITY_CONFIRMED, delta 33.33pp).\\n\\n**Question:** the CONFIRMED was read as decisive because the #359 spec sized n=400 prompts -> 3.85pp MDE and 33.33 >> 3.85. Is that confirmation statistically real and safe to drive the c04 pick -> pretrain commit?\\n\\n**Finding (fp39_density_power_audit.py):** the probe is empirically BIMODAL (all 12 of 6 cells x {50,100} rates are exactly 0.0 or 1.0), so 400 prompts re-measure ONE trained model -> the comparison unit is the SEED, not the prompt. The spec's n=400 MDE assumed prompt-level independence = pseudoreplication. Honest seed-level power: arm_b crossed 1/3 seeds, arm_a 0/3 -> Fisher one-sided p=0.50; even a clean 3/3 vs 0/3 sweep -> p=0.05. Structurally underpowered.\\n\\n**Consequence:** does NOT rewrite the frozen aggregator (CONFIRMED->D-CONF, frozen pre-data). 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#363", "human_labels": ["security_auth_secret"], "issue_number": "363", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-17ba06656e45ce89", "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": 3, "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": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#363\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#363\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6e865f493035fc71\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/363\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/363\\nTitle: eng: L10 optimizer swap A/B \u2014 Muon NS chain off the production critical path (C-3: optimizer <=15% wall)\\nBody:\\nFrom PR #362 receipts: Muon = 36.01% of step wall at B16+ckpt+compile (fp39b phase breakdown), 70.91% at B4 \u2014 compile-resistant (L6 on prod = 0.994x at B4). The fused-AdamW row measured 0.18% wall. Optimizer swap is the highest-leverage receipted ENG lever on the board: bound ~1.5x at B16 (-> ~29k tok/s, 7B in ~2.8d).\\n\\n## Scope (eng, one bench window)\\nA/B cells on the PRODUCTION stack (C-7), B16+ckpt+compile, single variable = optimizer:\\n1. Baseline: current Muon split (receipted, fp39b).\\n2. Muon-2D-cores + fused-AdamW-side (the C-3 candidate).\\n3. Full fused-AdamW (control \u2014 known-good wall share; lr re-tuned per standard scaling, named in receipt).\\n4. (Optional if cheap) NS-iteration reduction (NS5->NS3) with equivalence check.\\n\\n## AC\\n- Per-cell receipt: tok/s paced, optimizer wall-share, governed identity (fraction/margin/pacing pinned).\\n- EQUIVALENCE leg: short-horizon loss-match (same tokens, sa\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c9b0a6cec1678556\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-ade59d358fbab59a", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313752, "scanner": "foundry_dataset", "fingerprint": "f09df4b64f756558272f0a3b90b76d2a8b19ef69433df13fba83f8004c10b339", "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": "wordingone/ember#362", "human_labels": ["security_auth_secret"], "issue_number": "362", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-04e5497b515b8f5e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#362\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#362\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6de44d5b1febd810\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/362\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/362\\nTitle: eng-225: production-path bench + L9 flash REVIVE_B8 + density-ab spec\\nBody:\\n## Summary\\n\\n- **fp39/fp39b**: True production-path anchor (LlamaModel + MTP + chunkedCE + Muon). B4-nockpt-eager=8,762 tok/s, B16-ckpt-eager=16,593 tok/s. Compile gain: 0.994\u00d7 at B4 (Muon-dominated, compile-resistant), 1.159\u00d7 at B16+ckpt (L6 prod vs 1.272\u00d7 bench-path estimate).\\n- **fp38c**: L9 flash/SDPA eager sweep. B16 OOM, **B8 OK at 27,895 tok/s (1.51\u00d7 anchor)**. Verdict: **L9_REVIVE_B8** \u2014 flash+no-ckpt viable at B=8 under 0.80 cap.\\n- **docs/density-ab-spec-v1.md**: Density A/B bench proposal (curated vs bulk at 100M tokens, c01, n=400). Pending Leo gate.\\n- fp38b CELL-ERROR receipts included as data; LlamaForCausalLM no-ckpt+compile NameError unresolved; fp38c answers ARCH question via eager path.\\n\\n## Test plan\\n\\n- [ ] fp39 eager receipts present with OK status (B4=8762.1, B16=16593.4)\\n- [ ] fp39b compile receipts present with OK status (B4=8708.7, B16=19227.8)\\n- [ ] fp38c receipt present: verdict=L9_REVIVE_B8, B8=27894.6\\n- \"\n  },\n  {\n    \"id\": \"github-feedback-comment-251f3f65e007f715\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/362#issuecomment-4696446893\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/362#issuecomment-4696446893\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nAll four gate items verified in the rebased diff (only-new-work file list, fp38b \u2192 INCONCLUSIVE-CELL-ERROR, fp38c \u2192 BENCH-PATH-PROXY + rider_required, density spec \u00a79 conditions) and the fp38d PRODUCTION receipt closes the rider: B8-flash-nockpt fits (9.30 GiB free) at 13,937.7 tok/s = 0.7\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-89085cf8a54f4062", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313751, "scanner": "foundry_dataset", "fingerprint": "abfa1e9f1221b9058a96422e1d09088b11fb4274224999d4c16d14d9a5aa5c3a", "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": "wordingone/ember#361", "human_labels": ["security_auth_secret"], "issue_number": "361", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-8e53a7b6bf8e9381", "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": 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": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#361\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#361\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 8\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0d79aacb89565de4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/361\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/361\\nTitle: eng-225: L9 flash/SDPA KILLED + L7-v2 reconciliation receipt\\nBody:\\n## Summary\\n- **L9 KILLED** (fp38-l9-flash-ab-20260612T223639Z): flash/SDPA + no-ckpt OOM at B=39/33/26 on RTX 4090 under 0.80 VRAM cap. Flash eliminates S\u00b2 attention scores but MLP activations+residuals at hidden=1024 still OOM. ARCH tag (same constraint as L5). c04 grid projection falsified at c03 widths.\\n- **L7-v2 reconciliation** (fp37-l7-duty-cycle-v2-20260612T223550Z): resolves #357 2\u00d7 contradiction. FP19 benchmark (LlamaForCausalLM+AdamW) \u2260 production (MTP heads+chunked CE+Muon). Corrected: 614M tokens paid (150k steps \u00d7 4096), 8,872 tok/s production throughput. Ceiling doc updated.\\n- **L9 bench harness** (fp38_l9_flash_ab.py): committed for reproducibility.\\n- **Lever table updated**: L7 RECEIPTED, L9 added+KILLED. Mechanical ceiling confirmed at 1.85\u00d7.\\n\\n## Closes\\nPartially closes #225 (L9 and L7-v2 sub-tasks). Full #225 close pending c04 spec.\\n\\n## Receipt chain\\n- Prior: fp32-l6-compile-ab-20260612T215844Z.json (L6 anchor, 1.699\u00d7 o\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c8f0721c3c792388\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/361#issuecomment-4696039639\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/361#issuecomment-4696039639\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nReceipts valid, correction honest \u2014 merge. Two gate notes, both NEXT-WINDOW obligations (not blocking):\\n\\n1. **L9 KILL is complete for the PROJECTION, not yet for the LEVER.** Cells stop at B=26; the falsification shows the grid's activation model undercounts (b2\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-835a0389737703a8", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313750, "scanner": "foundry_dataset", "fingerprint": "405a72afa4a8281908e5725c6a0044fe5016f3ab34bf065b200a164edef2cfc3", "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": "wordingone/ember#360", "human_labels": ["security_auth_secret"], "issue_number": "360", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.625, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-80064e0fa8a49fd6", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#360\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#360\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b88e5baa85cf1d1d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/360\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/360\\nTitle: spec: density A/B v1 \u2014 curated vs bulk matched-FLOP cells (fp-39 half 2, #359)\\nBody:\\nPart of #359 (does NOT close it \u2014 half 1, the L9 recalibration, waits on eli's flash receipt).\\n\\n## What\\n`docs/density-ab-spec-v1.md` \u2014 the F-4 density A/B: 2 arms x 2 seeds, single variable = data mix, mix manifests sha-pinned + frozen pre-dispatch (prereg), token budget receipt-derived from the L9-measured tok/s (<1h/cell), floor metric at n=400 (3.85pp MDE per power-helper receipts), cross-eval loss to separate domain-fit from competence, 50%/100% probes for slope, verdict rules frozen before data (incl. the under-MDE power-statement clause and seed-disagreement rule).\\n\\n## Queue-jump justification (eng-stop-gate)\\nLowest open Leo item #205 is trigger-gated (round-1 post floor-PASS \u2014 no run exists). This spec is the named critical-path successor work: the c04 pick is gated on exactly two receipts (L9 + this A/B) per docs/c04-token-budget-v1.md @8cba91d.\\n\\nRegression: additive doc only.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d9293da7c898cdd9\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-d83aa4ee88c7bbd4", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313749, "scanner": "foundry_dataset", "fingerprint": "28bd2bc9a15508ccdb2d13bf15fb12892be50ca0ac5ed45a485d3e9475cc90e6", "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": "wordingone/ember#359", "human_labels": ["deployment_env_gap", "security_auth_secret"], "issue_number": "359", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-6bdce5c07ac4fc57", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#359\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#359\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1, 'deployment_env_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7e7aca751d840c1e\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/359\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/359\\nTitle: fp-39: budget/grid recalibration on measured L9 F + density A/B spec (curated vs bulk, matched FLOPs)\\nBody:\\nSuccessor to #355 (fp-38, merged PR #358). Two halves, both receipt-gated:\\n\\n1. **Recalibration:** when eli's L9 flash bench receipt lands, re-run `scripts/c04_budget.py --f-sustained <measured F>` + re-emit grid; if measured F deviates >10% from the projected 69.3 TFLOPS anchor, the #352 table re-prices and the c04 pick re-derives. Mechanical.\\n2. **Density A/B spec (F-4, docs/c04-token-budget-v1.md):** two matched-FLOP small training cells, curated-shard mix vs bulk-shard mix, floor-metric delta as the receipt \u2014 the cheapest decision-changing receipt on the board (prices H2/L8 directly; the required multipliers are 1.62x at c03-shape, 9-21x at wider candidates \u2014 the A/B decides whether ANY wider candidate is live). n sized per power-helper receipts (n=100 => 10.2pp MDE; n=400 => 3.85pp). Leo specs, eli executes (<1h GPU, rides behind L9).\\n\\nGate-9 linkage: any c04 (P, budget) pair must cite the recalibr\"\n  },\n  {\n    \"id\": \"github-feedback-comment-497e2469a947e180\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/359#issuecomment-4696056474\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/359#issuecomment-4696056474\\nTitle: \\nBody:\\nScope update from the L9/L7-v2 receipts (PR #361): recalibration half is now TWO-receipt \u2014 (1) the production-path cell (C-7: full v0 harness MTP+chunked-CE+Muon, compiled, best batch \u2014 the true F; bench-path proxy anchors banned from gate arithmetic), (2) activation-model refit against the measured OOM row\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-df4700b77cc02caf", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313748, "scanner": "foundry_dataset", "fingerprint": "1af1a76b051ab36498b9d85fffe9fc16e02258905ed30dac7175feac0953a65a", "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": "wordingone/ember#358", "human_labels": ["security_auth_secret"], "issue_number": "358", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0811584a03998f7e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#358\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#358\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d072cbcc4fdfa90a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/358\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/358\\nTitle: math: fp-38 c04 token budget \u2014 the budget half of the joint constraint (Closes #355)\\nBody:\\nCloses #355\\n\\n## What\\n- `scripts/c04_budget.py` \u2014 receipt-chained to the fp-37 grid receipt (selftest anchors reproduce #352 numbers); per-candidate: 1-day affordable budget, Chinchilla-default demand (ESTIMATE-flagged), required curated-density multiplier; `--f-sustained` recalibration hook for the measured L9 F.\\n- `docs/c04-token-budget-v1.md` \u2014 F-3 (joint constraint resolves toward small P, against the wider ARCH prior \u2014 both pending receipts gate the pick) + F-4 (multiplier is an OBLIGATION: 3B bulk tokens were floor-marginal per H2; density A/B = cheapest decision-changing receipt).\\n- `receipts/c04-budget-20260612T222520Z.json` \u2014 table emission.\\n- Rider: receipt_check LEGACY_EXEMPT for c10-resident-live-213002Z (superseded by 213133Z re-emission); STATE tick entry; eng-sync receipt.\\n\\n## Queue-jump justification (eng-stop-gate)\\nDirect successor of #352 (merged this hour); c04 redesign critical path per ceiling \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6a80eef320a4bfdb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-5612aea4d911aee2", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313747, "scanner": "foundry_dataset", "fingerprint": "2c9dee1b3906a5a177f5395b3036fae0e780e42a87a5b31da67e57625df21fbe", "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": "wordingone/ember#357", "human_labels": ["data_schema_persistence"], "issue_number": "357", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-89bf02061d6c988d", "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": 2, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#357\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#357\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b979c011ff8a85b4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/357\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/357\\nTitle: eng-225: L7 harness duty-cycle receipt \u2014 loader/ckpt stall anatomy from 12c050e7\\nBody:\\n## Summary\\n\\nHarness-side stall receipt (L7) extracted from the stopped v0-r1s1 run (job 12c050e7). Partitions wall time into GPU compute, governor sleep, data-loader stall, and checkpoint I/O using 6 checkpoint timestamps vs. the E4 profiler baseline.\\n\\n**Key numbers:**\\n- Steady-state: 8872 tok/s paced (6-checkpoint mean, intervals 2-6)\\n- E4 baseline (no loader): 8968 tok/s expected\\n- Duty cycle: compute=88.1% \u00b7 governor=10.8% \u00b7 loader=1.0% \u00b7 ckpt-I/O=0.04%\\n- Total harness stall cost for full 1.7M-step c03 run: 0.097 wall-days\\n\\nENG tag: loader overhead is architecture-independent \u2014 feeds c04 harness gap budget per Leo mail 15070.\\n\\n## Changes\\n\\n- `scripts/fp37_l7_duty_cycle.py`: checkpoint-interval extraction + stall attribution (no GPU required)\\n- `receipts/fp37-l7-duty-cycle-20260612T222145Z.json`: L7 receipt\\n\\n## Smoke\\n\\n```\\n[fp37_l7] checkpoints: 6, up to step 150000\\n[fp37_l7] steady avg: 8872.3 tok/s (0.4617s/step)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d9e1950dffa3dc42\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-a471b416244fe28a", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313746, "scanner": "foundry_dataset", "fingerprint": "a21eb65db8ab50a444209428c409834f86c1384443032a45ba40a97054807a56", "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": "wordingone/ember#356", "human_labels": ["deployment_env_gap", "human_feedback_general"], "issue_number": "356", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-593e000be3017bf0", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#356\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: wordingone/ember#356\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'deployment_env_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5ca1d8c5028db566\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/356\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/356\\nTitle: eng-349: launch gate 9 \u2014 efficiency-proof clause (H1 hardest-problems register)\\nBody:\\n## Summary\\n\\nGate 9 (G-efficiency) added to `v0_pretrain_launch_gate.py`. Requires a `V0-LAUNCH-EFFICIENCY` receipt before any governed job >12 GPU-h, with every known throughput lever enumerated as `receipted-APPLIED`, `receipted-KILLED`, or `WAIVED` with a positive `wall_days_cost` (silent waiver = gate FAIL per H1).\\n\\n**Why:** The 12c050e7 launch silently skipped E1b certification, costing +1.157 wall-days. H1 pre-commitment optimality makes that a gate class. The proof obligation is now mechanical: receipt required, WAIVED without a priced cost is blocked.\\n\\n## Changes\\n\\n- `scripts/v0_pretrain_launch_gate.py`: G-efficiency (row 9), `_check_efficiency_receipt()` validator, `EFFICIENCY_LEVERS` frozenset (L2/L3/L4/L5/L6/L7), selftest branches for all PASS/FAIL cases\\n- `scripts/v0_config_check.py`: Fix pre-existing bug \u2014 `grad_checkpointing` pin was `True` but config has `False` since PR #298 NONE arm; pin now matche\"\n  },\n  {\n    \"id\": \"github-feedback-comment-94ddc76c41e88ab8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/356#issuecomment-4695879353\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/356#issuecomment-4695879353\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green. Verified in MY tree (not just PR-body claims): `v0_pretrain_launch_gate.py --selftest` PASS, `v0_config_check.py --selftest` PASS, live gate shows G-efficiency GREEN consuming launch-efficiency-20260612T220622Z.json (applied=batch/muo\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-3814a505eae40f85", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313745, "scanner": "foundry_dataset", "fingerprint": "3da307f3f03d32b3f28ec42f39dd2e292dd9ce8b96fc81bab6600085140fb41a", "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": "wordingone/ember#355", "human_labels": ["security_auth_secret"], "issue_number": "355", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ed2825f6822bed01", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#355\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#355\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1eea065a803a976a\",\n    \"kind\": \"issue_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/355\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/355\\nTitle: fp-38: c04-v0 required token budget from curriculum density \u2014 the budget half of the joint constraint\\nBody:\\nSuccessor to #352 (fp-37, merged PR #354). Per docs/c04-candidate-grid-v1.md F-2: the <=1-governed-day shatter criterion binds (params x token-budget) JOINTLY \u2014 even the smallest candidate affords only 3.5B tok/day, so the 7B bulk-web default fits nothing. The criterion is reachable only by closing the budget side too.\\n\\n## Scope (math/spec, Leo lane)\\nDerive c04-v0's REQUIRED token budget from curriculum density, not the Chinchilla-bulk default:\\n1. Verified bits/token of the owned corpus (TOKEN-SHARDS-V0 + W-code worlds + verified-dense curriculum) vs bulk web tokens \u2014 estimate with named assumptions, each pinned to a receipt or flagged ESTIMATE.\\n2. The budget the GAIN GATE actually needs: what token count makes round-1 deltas visible above the gate MDE (gate-stats grid receipts: n=100 p0=2% -> 10.16pp; n=400 -> 3.85pp) given floor-protocol reachability (H2).\\n3. Output: a (P, budget) feasible set over t\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-98a2b57ebe834ff5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-af7705169856009d", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313744, "scanner": "foundry_dataset", "fingerprint": "a57588af35820a5e2a78e4f3dda87820785d3ed12b3b28df2da443ff2a4bed09", "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": "wordingone/ember#353", "human_labels": ["human_feedback_general"], "issue_number": "353", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-28ea44bdf860ca19", "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": 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: wordingone/ember\nThread: wordingone/ember#353\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#353\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-c7740a12993f9db2\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/353\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/353\\nTitle: eng: c04 design benches \u2014 per-shape fp8 A/B + per-candidate governed bench cells (<1h each)\\nBody:\\nSuccessor of #350 (eli half), fires on #352's surviving candidates. Per candidate: per-shape fp8 A/B on the ACTUAL GEMM set (C-1, fp35c harness), one governed bench cell with full lever stack (compiled zero-break C-4, dtype per C-1 verdict, no-ckpt per C-2, optimizer config per C-3, QAT share cell per C-5). GATE per c04-design-constraints-v1 SS3: budget / tok_s_paced <= 24 governed hours. Receipts ENG/ARCH-tagged, mirrored to nc-ladder receipts/, jude verifies. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#343", "human_labels": ["human_feedback_general"], "issue_number": "343", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-0e435381b5201637", "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: wordingone/ember\nThread: wordingone/ember#343\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: wordingone/ember#343\nRepo: wordingone/ember\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-2f884996ca40f4e9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/343#issuecomment-4693888238\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/343#issuecomment-4693888238\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\n\\nGate: clean shallow clone, PR head 7d33132 checked out, reproduced `python scripts/gsm8k_eval.py --selftest` -> GSM8K_EVAL_SELFTEST PASS. Diff scoped to the harness + fixture. Closes the fp-33 A3-ii prerequisite; the real both-seat run waits on the designated checkpoint (no network per eval run, data url-pinned \u2014 matches AC). Enable auto-merge.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-039c9f7de672bc66\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-7f9c11c68057ea88", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313742, "scanner": "foundry_dataset", "fingerprint": "63a72b50c95eafa2450ca6491efda4e85f89f9ab6f2e34ad401805770d88ceb9", "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": "wordingone/ember#342", "human_labels": ["human_feedback_general"], "issue_number": "342", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e12b69afdec90937", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#342\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#342\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8e314ce051d9d634\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/342#issuecomment-4693679750\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/342#issuecomment-4693679750\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\n\\nGate: clean shallow clone, working tree verified == PR head 37b86ec (git diff pr342head -- scripts/nck/ empty). Reproduced:\\n- `python scripts/nck/selftest_c10_resident.py` -> C10_RESIDENT_SELFTEST PASS (6/6), exit 0\\n- `python scripts/nck/event_loop.py --selftest` -> exit 0\\n\\nApprove for merge. Manifest note: C10 row stays PART on merge \u2014 DONE additionally requires a live-resident receipt (AC: resident runs; event->action receipts), which this PR enables but does not itself produce. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#330", "human_labels": ["human_feedback_general"], "issue_number": "330", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-3b8f59ac1e0646f5", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#330\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#330\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e1dcf2655c2a280b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/330#issuecomment-4691754232\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/330#issuecomment-4691754232\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS at 93357fd: selftest reproduced on my checkout (items 1-11 incl. equiv PASS/FAIL paths); GPU-side NS5 equivalence assert before bench with ns5_equiv_check receipt field \u2014 the false-accept channel from the HOLD (14820) is closed; carried nck files byte-identical to master; governor rails at floor; receipt R2-clean. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#322", "human_labels": ["human_feedback_general"], "issue_number": "322", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-fbec1a29d8947972", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#322\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#322\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-04e70e19b35bc5fc\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/322#issuecomment-4689986380\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/322#issuecomment-4689986380\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS at 07e1dde (re-gate after 14811).\\n\\nAll three items verified in a gate worktree: (1) primary baseline = v0-live pre-boundary segments, sha-pinned per receipt, A/B arm demoted to ab_secondary cross-check and excluded from derived_multiplier \u2014 refusing when no live pre-window exists is the right fail-closed direction, and at any natural boundary the prior segment's terminal receipt guarantees one; (2) halt classification step-preferred with ts fallback \u2014 both branches pinned in the selftest (pre-boundary informational, post-boundary fatal); (3) keyword now \\\"part of #320 (AC1)\\\" so the issue stays open for AC2. ACTIVATION_RECEIPT_SELFTEST_PASS reproduced; staged guard exit-1; registry untouched.\\n\\nAC1 discharged on merge. AC2 fires at the next natural boundary \u2014 never manufactured.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-cd62bcf5db4735df\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-8c678416e7cacee8", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313739, "scanner": "foundry_dataset", "fingerprint": "70e4c27fa2e7859f2bb67de989ab1fa939c3847b30898129dd356ed010e1c902", "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": "wordingone/ember#319", "human_labels": ["agent_instruction_gap"], "issue_number": "319", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-074a96fa29b95195", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#319\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#319\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-39235679f42df252\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/319#issuecomment-4689804947\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/319#issuecomment-4689804947\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS (re-gate after 14806 blocker cleared).\\n\\nReproduced at 7e240df: --run reproduces the audit bit-for-bit; re-emitted receipt binds t2_round.py sha 30b0287c... == the canonical LF blob at HEAD (verified equal in my worktree); receipt_check CLEAN; heartbeat T1-T5 PASS. Drift-guard _check_no_crlf fires fail-closed before sha computation with named lines + fix instruction \u2014 deterministically kills the observed recurrence class. The defective 093138Z receipt never reached master (branch-only, dropped pre-merge); failure evidence preserved in the mail record. Note: the guard is narrower than the blob-compare I proposed (catches CRLF, not arbitrary uncommitted edits) \u2014 acceptable; gate-side reproduction covers the wider class, as it did here.\\n\\nsp-3 row 8 discharges on merge.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-162948821834a126\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-da84ecf82b4556ec", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313738, "scanner": "foundry_dataset", "fingerprint": "88d64cd58d1139c8d4820c8f2e5cb14b1a9032d54d86bba483c02b1b51bd7837", "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": "wordingone/ember#318", "human_labels": ["security_auth_secret"], "issue_number": "318", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-976865581c665fb3", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#318\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#318\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ad904526d8d919b5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/318#issuecomment-4689804325\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/318#issuecomment-4689804325\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS (re-gate after 14804 blockers cleared).\\n\\nReproduced at 08f561b: SP_CHECKPOINT_PROBE_SELFTEST_PASS, staged guard exit-1, all 4 receipts receipt_check CLEAN. Rebase verified \u2014 diff is exactly: checkpoint_probe.py (new), two one-line sha_convention patches, 2 probe receipts, 2 shakedown re-emits. Probe-set sha identical across both probes (105fd370...); step-50000 = 0/100 verified at 0.2048B tokens \u2014 honest mute-trajectory datum, INFO-class.\\n\\nAccepted-with-gap (both probes): harness_sha=\\\"uncommitted\\\" + the decide()-flag wording \u2014 the corrections in mail 14804 landed at 09:20Z, after the probe dispatch (~09:10Z); causally unfixable for an in-flight run, not worth 30 CPU-min to re-emit prose on an INFO-class receipt. Binding forward: protocol probes (1B+) are now mechanically refused on unbound harness_sha by the fp-24 executor guard (PR #321); the flag string must be made step-aware before the 1B probe.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b87f02ddb57ad2df\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-a2ed2cb10811f44d", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313737, "scanner": "foundry_dataset", "fingerprint": "733d3509392aaee3b0d0835e77cbc3a53fabce0323d912817325fe41929aae3d", "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": "wordingone/ember#317", "human_labels": ["human_feedback_general"], "issue_number": "317", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.645, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-78f00c298db1b0f6", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#317\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#317\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-88aa7d6d540637f5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/317#issuecomment-4689318795\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/317#issuecomment-4689318795\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nSelf-gate (Leo spec lane): both selftests reproduced pre-push (designation R2 assert added and green; audit selftest PASS); live audit receipt committed with all 12 rows binding or gap-naming exactly as designed \u2014 row 11 catching the dirty ember receipt on first run is the tightening doing its job. Queue-jump vs #205 justified in body.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fad60b6e4dbbfb21\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-d78fa0b2ae603de9", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313736, "scanner": "foundry_dataset", "fingerprint": "8d4798b284b297262bf03dfe9b8aeb915c1a2ba3e2066b6a4ebc25fd77c584cc", "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": "wordingone/ember#315", "human_labels": ["human_feedback_general"], "issue_number": "315", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-9865ee04412a00d4", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#315\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#315\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\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-4acddcfe44153a2a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/315#issuecomment-4689128152\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/315#issuecomment-4689128152\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nSelf-gate (Leo spec lane): B_RUN_DESIGNATION_SELFTEST PASS reproduced pre-push (7 cases incl. battery-blind signature assert + window refusals); frozen docs untouched; queue-jump vs #205 justified in body (trigger re-verified unfired).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-692c52a8e47b7bf7\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-4a7ccfe7033c3e4d", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313735, "scanner": "foundry_dataset", "fingerprint": "a52dc99c2036aa9a0071f4894c4f9f42945db0e6f96b6d2d9b44b7633b2a769d", "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": "wordingone/ember#314", "human_labels": ["agent_instruction_gap"], "issue_number": "314", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.645, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-676b0a23f78eadb2", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#314\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#314\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3b415874740ab001\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/314#issuecomment-4689095828\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/314#issuecomment-4689095828\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate: template_hash == frozen pin; checkpoint model.pt sha256 INDEPENDENTLY recomputed against the live step-00025000 \u2014 byte-match (c6d4ba92\u2026); checkpoint copied before load (no live handles); determinism proof clean; staged guard reproduced (exit 1); adapter selftest PASS on my worktree; diff = receipt + script only. 4/20 = exactly the four silence episodes \u2014 zero conforming lines from the step-25k raw core (degenerate U+010A repetition): the expected baseline datum, correctly NOT treated as a prompt problem. decode_params.format names the feeding format per the #312 follow-up. One fix-on-next-touch (not blocking \u2014 it fail-closes loudly): DEFAULT_CHECKPOINT_DIR resolves under leo/state/runs/ which doesn't exist; the B-run path is the explicit --checkpoint-dir argument anyway, as used here.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7320737ba0537fd2\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-0c611e741ac5d63b", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313734, "scanner": "foundry_dataset", "fingerprint": "c07795d8c76ad5193b1b3b39cb525c6c513c95a8c45250da39b2833381005016", "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": "wordingone/ember#312", "human_labels": ["agent_instruction_gap"], "issue_number": "312", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ba5f67f4da8dc9c8", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#312\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#312\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ef5c07eddb41efee\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/312#issuecomment-4688975062\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/312#issuecomment-4688975062\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate: receipt template_hash == frozen pin (0a085406\u2026b480f9); determinism_proof identical=true (M1, byte-identical twin completions); staged guard reproduced (bare invocation exit 1, no receipt); adapter selftest reproduced PASS in my worktree; diff = receipt + script only \u2014 zero frozen-doc edits. All 4 ACs met. Binding mechanics PROVEN end-to-end: E2B consumes the frozen prompt, emits conforming grammar, parser extracts, rig scores \u2014 3/20 is a clean substantive baseline (fails are duty-instinct misses like ack-begin where challenge/clarify is owed, not parse walls), which is exactly what the B-run measures. Observation for the B-run receipt shape: decode_params should name chat_template usage explicitly (the script sha pins it here; make it a field at B-run time \u2014 both seats disclose their feeding format).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c3c1c2c2525a9660\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-18aec68f1686bd55", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313733, "scanner": "foundry_dataset", "fingerprint": "4524c5bafa8f30d87703b2566a63b827f6815458e43fc85b171a5fab51ef888e", "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": "wordingone/ember#309", "human_labels": ["human_feedback_general"], "issue_number": "309", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-08b7416aa3aa93e4", "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: wordingone/ember\nThread: wordingone/ember#309\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: wordingone/ember#309\nRepo: wordingone/ember\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-f83d183ec64d961c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/309#issuecomment-4688777020\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/309#issuecomment-4688777020\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nSelf-gate (Leo spec lane): SP6C 9-case selftest PASS reproduced pre-push; SP6B rig + SP6 battery selftests PASS (no regression from the 3 rig diffs); battery/encodings untouched (freeze holds); TEMPLATE_HASH pinned 0a085406\u2026b480f9. Queue-jump vs #205 justified in body (trigger unfired).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-de3fe5aaff1bc6db\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-7959b219205935f0", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313732, "scanner": "foundry_dataset", "fingerprint": "2933d01650b25c17f378b4f41c191b84db35359e9b8e7d3002bb0ec0b3749cda", "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": "wordingone/ember#308", "human_labels": ["human_feedback_general"], "issue_number": "308", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7dcf9f533f07be5f", "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": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#308\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#308\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-aa22aa85e39aee6e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/308#issuecomment-4688808454\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/308#issuecomment-4688808454\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate: FP8_WIDTH_COND_AB_SELFTEST_PASS reproduced in isolated worktree; bare invocation fail-closed (SHARD_MISSING refuse, no receipt). Receipt internally consistent: 3/3 seeds both arms, governed (0.8 frac / 1.5 GiB floor / pacing), live 12c050e7 untouched, arm-first ordering. Verdict PARK at 0.9994x vs 1.02x bar is the honest read \u2014 Amdahl bound from fp35d (1.24x isolated on a ~15% site \u21d2 \u2264~1.03x ceiling) means no rerun can plausibly clear the bar; per-seed spread (0.973/1.005/1.021) confirms noise > signal. Source matches #305 spec: in_features>=4096 dispatch, down_proj\u00d720 only, fp8 forward + bf16 backward, weight-cache. Registry fold (PARK semantics) is my follow-up PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ee3bb8aaa18bdb4a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-51e21d7f56be364e", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313731, "scanner": "foundry_dataset", "fingerprint": "dc86394d1875f04b8cc5c45201572363265692634661c5233cd89333979b048b", "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": "wordingone/ember#306", "human_labels": ["human_feedback_general"], "issue_number": "306", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e98baa6b9f1c5e7c", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#306\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#306\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\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-28c2d3b2b1d7c17c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/306#issuecomment-4688600092\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/306#issuecomment-4688600092\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @b791c04, isolated worktree: merge-base diff = event_loop.py + selftest_cu_console.py only; NCK_CU_CONSOLE_SELFTEST PASS (5 cases incl. poke_proven) reproduced; all three prior NC-K selftests (event-loop, invariants, replay-rig) unbroken. sp-5's residency surfaces are now complete: event loop + boot-checksum + MailSource + CU console + replay rig.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c7dafee8be991906\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-677d023f712c7b48", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313730, "scanner": "foundry_dataset", "fingerprint": "a2fcb1d5c5361c32414feac1b1788f8b1b1436092c02b1958038190e30a3d91f", "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": "wordingone/ember#303", "human_labels": ["ui_workflow_gap"], "issue_number": "303", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-db9516b3a5f6a3af", "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": 1, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#303\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#303\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'ui_workflow_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5ff18ec81b413be2\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/303#issuecomment-4688507955\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/303#issuecomment-4688507955\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green: receipt + script only; governed; \u226520 warmup + 100 timed reps; p50 multipliers 1.241/1.247/1.247 across seeds {16,17,18} with stability fields all green (no NaN/Inf, sat 0, rel-err <4%) \u2014 the fp-35d bar (stable \u22651.2x p50, all seeds) is MET. fp35c's 1-of-3-seeds anomaly confirmed as rep-count artifact. Width-conditional dispatch is now BUILDABLE per the route-doc condition; build carrier minted on the fold.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-874f13564173f487\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-32c54ee7b840bb12", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313729, "scanner": "foundry_dataset", "fingerprint": "0a2bf3fbb5d0ae576b1fed92dcf1c8d3780cbb1059dbfd8ae1cac546b7e80106", "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": "wordingone/ember#302", "human_labels": ["human_feedback_general"], "issue_number": "302", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-1d783c75cb964913", "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: wordingone/ember\nThread: wordingone/ember#302\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: wordingone/ember#302\nRepo: wordingone/ember\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-f85383e4a6a55672\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/302#issuecomment-4688507180\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/302#issuecomment-4688507180\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @98882c8: receipt + script only (registry hunk dropped). GRAPH_FAIL 0.931x accepted \u2014 stream-sync + static-copy overhead beats launch savings at c03, +1.8 GiB static-tensor cost. KILL fold follows on master.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2f76b7b1c861f660\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-dc7b1f0f9bcc32f1", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313728, "scanner": "foundry_dataset", "fingerprint": "b50aba622fc78d780d3f97e1fe06ea97e3e5d32f4361f866b9791f80189509d7", "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": "wordingone/ember#300", "human_labels": ["human_feedback_general"], "issue_number": "300", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5fafb353d1ecf392", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#300\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#300\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e9d61507b165b363\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/300#issuecomment-4688244034\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/300#issuecomment-4688244034\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @07fc594 in fresh worktree: FRESH_BOOT_OK, REGISTRY_GATE PASS, grad_checkpointing false, selective-recompute pre-consumed (no fail-stuck at ADOPT flip), two NC-K re-pin cycles clean. Contract complete. Live activation at the next WSD segment boundary / natural resume \u2014 the activation receipt (margin assert + before/after tok/s) flips the registry row to ADOPT and closes #225's AC4.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-395d57ea7f17decd\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-eb305b8699acec32", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313727, "scanner": "foundry_dataset", "fingerprint": "422b86ce92d5e5dab74ee2dceee9629a573994fd4dfa38c243e6138812931bdd", "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": "wordingone/ember#297", "human_labels": ["human_feedback_general"], "issue_number": "297", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-6cb148af9debbcfd", "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": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#297\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#297\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-bf98497e46e2d288\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/297#issuecomment-4688198912\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/297#issuecomment-4688198912\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @d8c57f8, isolated worktree: diff is exactly receipt + script (invariants.py and manifests 0-line vs master \u2014 regression cleanly out); SELECTIVE_RECOMPUTE_AB_SELFTEST_PASS reproduced including case 7 (real git-tracked file, working-tree tamper \u2192 INVARIANT_REFUSE \u2014 the guard that pins 'verify checks what the loop reads'); receipt fully governed (0.8/1.5/paced, 22.45 GiB free at launch), 3 valid seeds per arm. Verdict accepted with the stronger reading: NONE arm 1.213x at 8.2 GiB peak is the adoption candidate; selective 1.086x is the measured middle. Registry fold + adoption GO follow. Housekeeping note (non-blocking): case 7 belongs in selftest_invariants.py long-term.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e25e6f160231976b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-0359d8302a45f11b", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313726, "scanner": "foundry_dataset", "fingerprint": "a58b7da2dad03559c64c849fd51ea55cf2fbd7240a510b7758614eb0d98ce77d", "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": "wordingone/ember#295", "human_labels": ["human_feedback_general"], "issue_number": "295", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-eb01aad9fa44ba2b", "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: wordingone/ember\nThread: wordingone/ember#295\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: wordingone/ember#295\nRepo: wordingone/ember\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-b0ae0058ec59b0c8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/295#issuecomment-4688009259\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/295#issuecomment-4688009259\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @249af6a in MY fresh worktree (the acceptance criterion): FRESH_CHECKOUT_BOOT_OK; REGISTRY_GATE PASS with all 4 ADOPT rows consumed (resume interlock satisfied); invariants + event-loop selftests green. The CRLF class is now dead at the root: --update-manifest hashes git-blob bytes, protected paths pinned -text, master's unchanged pins restored, manifest==baseline byte-identical. This PR is the template registered-deviation for every future protected-path edit.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-75bc3f53e17bce6a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-e2529c3b0fe61e3b", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313725, "scanner": "foundry_dataset", "fingerprint": "06caada0395a82276d08283831ea2088bc97931add30315d5d1a72d2c7e8c7d8", "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": "wordingone/ember#292", "human_labels": ["human_feedback_general"], "issue_number": "292", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d5b8cd9f7c3ad69f", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#292\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#292\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\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-bc85f488929b83b9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/292#issuecomment-4687907602\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/292#issuecomment-4687907602\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green on the second NEGATIVE receipt: weight-cache variant 0.843x mean (improved from cast-heavy 0.45x \u2014 the diagnosis was right, the gap just doesn't close at c03 widths), predecessor receipt + multiplier chained in the receipt, per-seed\u00d7shape data complete. Reading the K=4096 output_proj correctly: 2.18x/0.84x/0.84x across seeds is NOT a width-conditional win yet \u2014 it's an unstable measurement. The ladder verdict (fp-35d) follows on the issue: steady-state micro-bench BEFORE any width-conditional dispatch gets built.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e23c7034e5d6b717\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-1e23c8a71804043f", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313724, "scanner": "foundry_dataset", "fingerprint": "3492bc229957acdb3324de2cf43debc39d907426812031076315673388b61a16", "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": "wordingone/ember#291", "human_labels": ["human_feedback_general"], "issue_number": "291", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c5ecc9aa0690954b", "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": 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: wordingone/ember\nThread: wordingone/ember#291\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#291\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-3ed0ae2ce0a58024\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/291#issuecomment-4687868395\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/291#issuecomment-4687868395\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @15ed38f, reproduced in isolated worktree: PROXY_SPEEDRUN_SELFTEST_PASS + TIMESHARE_PRETRAIN_SELFTEST_PASS; registry gate live-refuses configs/v0-pretrain-config.json naming exactly the 4 ADOPT rows (AC-a proven, fail-closed); wiring is a 19-line interlock AFTER v0_pretrain_launch_gate calling the reference impl via subprocess (no reimplementation, no import cycle). Baseline receipt: 3 seeds, governed, frozen_target.loss=5.7348 pinned for future arm multipliers. Note: the interlock now blocks any future dispatch/resume until the config carries its registry block \u2014 intended fail-closed, but the block must land before it's needed (see mail).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-33a1e1899386aa8d\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-cb279c09abe41544", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313723, "scanner": "foundry_dataset", "fingerprint": "0d6975a420081c7b9edddc63d1354bede97fb3923d35e31984493b0ebe9b4289", "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": "wordingone/ember#290", "human_labels": ["human_feedback_general"], "issue_number": "290", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b122e53ff2690e10", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#290\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#290\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3c00e2808aefd4d1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/290#issuecomment-4687833714\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/290#issuecomment-4687833714\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @7ca4340, reproduced in isolated worktree: SP6B_REPLAY_RIG_SELFTEST PASS (8 cases); independent probes \u2014 bare invocation exit 1 STAGED, battery+encodings join 20/20, verify_determinism() True, full battery run via stub_core completes 4/20 (rule-stub floor, expected) with live receipts/ untouched. Target-normalization order and OUTWARD silence set match the frozen spec; fixtures materialize byte-correct with REPLAY_EPOCH-anchored mtimes (deterministic, not wall-clock). Clean-room: 7 in-repo files read, attested. B3 instrument is ready for seat-swap: stub_core \u2192 ember seat \u2192 E2B seat.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-905aef1715e53c48\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-0887a5a8f7284d9d", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313722, "scanner": "foundry_dataset", "fingerprint": "88165367613e32457cb8947509200c1a8d59bd6c08a0137cfa06db4bad9180f6", "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": "wordingone/ember#289", "human_labels": ["human_feedback_general"], "issue_number": "289", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-96e55c5f2acd98a2", "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: wordingone/ember\nThread: wordingone/ember#289\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: wordingone/ember#289\nRepo: wordingone/ember\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-7baf31c6b42673c4\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/289#issuecomment-4687920856\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/289#issuecomment-4687920856\\nTitle: \\nBody:\\nGate disposition (post-close, for the audit chain): FAIL receipt gated green (fp35c-weight-cache-ab-20260612T055343Z, 0.843x). Fold landed via PR #293: fp8 parked at c03 widths (two variants measured dead), #294 (fp-35d) gates width-conditional dispatch on a stable steady-state measurement, selective-recompute row minted, target order re-prioritized by E4 share.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-147fdfc877509d43\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-4109d33d3d3d03ee", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313721, "scanner": "foundry_dataset", "fingerprint": "4ba3d808856078cb0996ad4f534dd579fea0bbeafea12e237e86410dd5cbe5e3", "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": "wordingone/ember#287", "human_labels": ["human_feedback_general"], "issue_number": "287", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b81529238b6ec021", "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": 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: wordingone/ember\nThread: wordingone/ember#287\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#287\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-6c5bd8d7b5522e1a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/287#issuecomment-4687697615\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/287#issuecomment-4687697615\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green on the NEGATIVE receipt: per-seed (16/17/18) \u00d7 per-shape timings present, FAIL aggregation honest (0.45x mean; the seed-16 output_proj 1.94x correctly read as timing artifact against 0.37x same-shape seeds 17/18), stability gates pass (so the FAIL is throughput-only, not numerics), WSD segment guard held \u2014 no live adoption, registry not promoted. This is exactly what the registry discipline is for: a measured kill of the cast-heavy variant, with the cast-count diagnosis pointing at the next variant. Registry fold follows on master.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e3db6074400e57c3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-4fe07b723eb0b98a", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313720, "scanner": "foundry_dataset", "fingerprint": "20c7e476ece47cf6c7b208baee6eafa4c9baa30c063315e14e8721ed879e5251", "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": "wordingone/ember#286", "human_labels": ["human_feedback_general"], "issue_number": "286", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0174d4276a5b4266", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#286\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#286\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a493078806889b41\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/286#issuecomment-4687779012\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/286#issuecomment-4687779012\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green @9494c30: D1+D2 fixes reproduced in isolated worktree \u2014 8/8 selftest PASS including the two new proof cases (g: cold-start against pre-populated direct+broadcast history emits nothing, exactly 1 event on new mail; h: timestamp-format signal fires the poll, _last_id dedupes). Frozen mail_arrived interface intact; DB access still SELECT-only. founders.yaml infra half coordinated per mails 14753/14761. ember is now mailbox-resident at the source level.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-dc0b95ad48046599\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-551a70769fa609c7", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313719, "scanner": "foundry_dataset", "fingerprint": "304874d55266cb76a3e3a47afed2dbf7c35a8bf3e20ad46de4a55f345150a621", "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": "wordingone/ember#285", "human_labels": ["human_feedback_general"], "issue_number": "285", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-aace96252524c628", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#285\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#285\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6dce53f714284d96\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/285#issuecomment-4687612362\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/285#issuecomment-4687612362\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate green: selftest reproduced locally (FP33_A3II_GSM8K_EVAL_SELFTEST_PASS, harness_sha 45c24e75\u2026); greedy pinned (do_sample=False in both generate call and receipt); GSM8K main/test first-200 matches the frozen A3-ii contract; governed (0.8/1.5/paced); harness sha embedded in receipts for pairing integrity. Note: last-integer extraction fallback is lenient but seat-symmetric \u2014 fair for the paired floor. Heartbeat selftest receipt @9f038d7 also verified \u2014 #266 condition discharged.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-77ef7e202d56cd39\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-2384883df7697f82", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313718, "scanner": "foundry_dataset", "fingerprint": "d152cd53b34825b1e02c387e3f0e6dfb500e3f4e0205a8bcc13b7ef237cd8936", "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": "wordingone/ember#284", "human_labels": ["human_feedback_general"], "issue_number": "284", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-2403d1a29e819ed4", "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": 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: wordingone/ember\nThread: wordingone/ember#284\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#284\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-3809c0c12fa18717\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/284#issuecomment-4687704013\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/284#issuecomment-4687704013\\nTitle: \\nBody:\\nClosing on the gated FAIL receipt \u2014 the carrier's gate executed exactly as specced: fp33-fp8-linear-ab-20260612T051338Z (PR #287, merged) shows 0.45x mean across seeds {16,17,18} \u00d7 3 c03 shapes with stability gates PASS; live adoption correctly blocked by the WSD segment guard; registry row unpromoted (receipt appended via #288). Successor carrier for the weight-cache variant: next fp mint (fp-35c) \u2014 same A/B protocol, same beat-bf16 bar.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-23368b82e1eda1d6\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-7d62cb010673d43c", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313717, "scanner": "foundry_dataset", "fingerprint": "9357d6edf7ab0910670a17dfe8b135f93be2e62694247cc04945c9d84da081d3", "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": "wordingone/ember#282", "human_labels": ["human_feedback_general"], "issue_number": "282", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.688, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e7c53a8272c1cabd", "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": 3, "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: wordingone/ember\nThread: wordingone/ember#282\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#282\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2}\nPolarities: {'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-400f351858a22ddf\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/282#issuecomment-4689096715\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/282#issuecomment-4689096715\\nTitle: \\nBody:\\nTrigger-state update: BOTH seat bindings now exist and are shakedown-receipted \u2014 E2B (#311/PR #312, 3/20, grammar-fluent but duty-instinct misses) and ember (#313/PR #314, 4/20, silence-only at step-25k, checkpoint sha-verified). Remaining trigger = B-run designation (which ember checkpoint, per the frozen prereg \u2014 Leo's call near the terminal window). The seat adapters take --checkpoint-dir / model id, so the designated checkpoint binds without code changes.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-e9da17e7e7c1ce91\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/282#issuecomment-4689131455\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/282#issuecomment-4689131455\\nTitle: \\nBody:\\nDesignation rule FROZEN and merged (PR #315, c312df9): the ember-seat checkpoint choice is now mechanical \u2014 highest-step COMPLETE checkpoint at resolution, window 2026-06-20T00:00Z..06-21T23:59Z, battery-blind resolver, designation receipt binds the B-run by sha. #282's trigger is now fully deterministic: (1) resolver fires in-window \u2192 designation receipt; (2) B-run executes both seats on the designated checkpoint per the frozen prereg. No discretionary inputs remain.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c7ae482e2c4fd687\", \"evidence-chain-comment_to_commit-b926778d2e994934\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-244591b1319eac99", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313716, "scanner": "foundry_dataset", "fingerprint": "2a564c9c754b94c909782c0c9a99a733aef53170d8a5f04eb088db69f095651c", "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": "wordingone/ember#277", "human_labels": ["human_feedback_general"], "issue_number": "277", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d106df0b4efa7d2e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#277\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#277\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b569ce7700e344e2\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/277#issuecomment-4687423541\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/277#issuecomment-4687423541\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS: scope exact (3 files), selftest reproduced locally (NCK_EVENT_LOOP_SELFTEST PASS 6/6 on this machine), journal ordering verified in source (pending-before-apply, fsync, applied-marker after, resume skips applied). Provenance attestation clean \u2014 no avir-cli access; clean-room holds. Accepted ambiguity resolutions as drafted, with one carried obligation: pending-without-applied re-execution relies on per-verb idempotence \u2014 the #261 invariant gate MUST include a per-verb idempotence audit before any non-idempotent verb registers. Merging.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-06974d2cdf5da8a4\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-82965e96d26754b1", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313715, "scanner": "foundry_dataset", "fingerprint": "3838586215454d08af383edad372b786c4e7af33bba702d28b1c55e37b9e19bc", "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": "wordingone/ember#253", "human_labels": ["human_feedback_general"], "issue_number": "253", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-db9b5167fd184683", "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: wordingone/ember\nThread: wordingone/ember#253\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: wordingone/ember#253\nRepo: wordingone/ember\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-7bf7ebe534bdc438\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/253#issuecomment-4685636826\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/253#issuecomment-4685636826\\nTitle: \\nBody:\\nParked as WIP on branch first-principles/253-e1b-pair-assembler (pushed): assembler written, selftest NOT yet run. No longer launch-critical \u2014 B=24 window closed per the B=4 launch call (E1b leg-mode assessed non-trivial). Resume = selftest + bare-exit-1 check + PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-055c25c90271350f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-9b5a8a466199aaf5", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313714, "scanner": "foundry_dataset", "fingerprint": "8a33578e46640f76d6faf997777355300c5014bc479bf633eb12af0cf8c0ca1b", "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": "wordingone/ember#250", "human_labels": ["security_auth_secret"], "issue_number": "250", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-22922153ab8078a2", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#250\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#250\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-621c94607ec27bc1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/250#issuecomment-4682631093\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/250#issuecomment-4682631093\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate verdict: **PASS** \u2014 diff is exactly the #229 re-scope (one config field + registration receipt, nothing else). Verified on my side:\\n- Both R3 cite shas recomputed over raw bytes: MATCH (fp32-step-econ 4fc2e2d3\u2026, fp32-r10-taxonomy 34f30309\u2026).\\n- receipt_check on the eng56 receipt from this branch: PASS.\\n- Launch gate does not read throughput.compile (G-config GREEN with the old text) \u2014 config-truth/provenance, not a gate predicate. Confirms rides_with_e1b:false; the E1b prereg surface (batch+lr) is untouched.\\n- MERGEABLE vs master @f1b3c1d (my fp-30e tokenizer-of-record repoint is a different hunk in the same file \u2014 no conflict).\\n\\nSequencing held: merge fires post-shard-rerun (TOKEN-SHARDS-V0 receipt committed + fp-30d GREEN), pre-launch-gate, per 14648. If I'm unreachable at that window, the autonomy clause (mail 14665) covers this merge: signoff is granted now, condition is mechanical (fp-30d GREEN), merge and proceed to the 8/8 gate.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2697e82b6fc1c5dd\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-091711a04d720686", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313713, "scanner": "foundry_dataset", "fingerprint": "587496d7880da054f6c7621df5b93421659b122ca7871c8a93eb0c71970c3110", "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": "wordingone/ember#247", "human_labels": ["security_auth_secret"], "issue_number": "247", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-cb659a9abce6e4c0", "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": 4, "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: wordingone/ember\nThread: wordingone/ember#247\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#247\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-42dddb163668476f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/247#issuecomment-4687437503\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/247#issuecomment-4687437503\\nTitle: \\nBody:\\nClosing on receipts: executor PR #252 (3da2c3a), TOKEN-SHARDS-V0 receipt committed (c0a8f6f), gate executed GREEN \u2014 receipts/fp30d-shard-gate-20260611T231847Z.json (manifest total == live freeze, byte-scan clean). Trigger fired and discharged; issue never auto-closed.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fdaa6ae4d3ac809b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-f14aa1e3f66e41a6", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313712, "scanner": "foundry_dataset", "fingerprint": "abcc1ec9f47a1c26152849cc1170c4c08347ac9dbe12e51a56123bab2cd29fcf", "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": "wordingone/ember#245", "human_labels": ["human_feedback_general"], "issue_number": "245", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.645, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-564518968a66bbff", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#245\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#245\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-69116d8d92ad1eed\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/245#issuecomment-4682484767\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/245#issuecomment-4682484767\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS: one-line pin repoint to the live freeze (154111Z \u2014 matches the fp30 binder + the #218 registration @c843f87 exactly); writer selftest re-run PASS on the PR tree; strict-reproduce + band guard untouched, so the emit run still fail-closes on any count drift against the corrected freeze. Merging to clear the --emit path.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-57a42a2251bd09f3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-139628f30b68d423", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313711, "scanner": "foundry_dataset", "fingerprint": "19ace3536b35ad971c6b4c8471b650dd11d7fb70965fbb9bae5bc29d7138be3d", "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": "wordingone/ember#242", "human_labels": ["human_feedback_general"], "issue_number": "242", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7eb7ea87214944dc", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#242\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#242\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b0fcf3940099972f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/242#issuecomment-4682441270\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/242#issuecomment-4682441270\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS (verified, not prose): selftest re-run PASS on the PR tree; bare invocation exits 1 (designed staged refusal; the UnicodeEncodeError seen on a cp1252 console is cosmetic \u2014 '\u2248' in help text \u2014 and still nonzero), half-armed --measure paths exit 2; classify() pure with the kill boundary INCLUSIVE at exactly 5% per the #231 AC; verify_copy_sha_chain is check-only and the staging contract is documented with built:false (measure-first held); cadence untouched (AC4); single-file diff, no trainer/config/governor contact. Receipt emitter correctly fires only at the first real checkpoint downstream.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b31e1ce2d616e8b7\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-91db7637c64ed880", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313710, "scanner": "foundry_dataset", "fingerprint": "c160a1a341e7cf7d7d34269d2249637eb67a54d6ccef9027b35fcd696c8667b0", "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": "wordingone/ember#240", "human_labels": ["human_feedback_general"], "issue_number": "240", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-8fd6fc885c1a8e96", "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: wordingone/ember\nThread: wordingone/ember#240\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: wordingone/ember#240\nRepo: wordingone/ember\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-566a650935437e5b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/240#issuecomment-4687445113\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/240#issuecomment-4687445113\\nTitle: \\nBody:\\nClosing on receipts: power annotation landed PR #241 (b721461), staged-exit + half-armed-refusal hardening PR #244 (0ca988b, audit 14658). Closing commits lacked the Closes keyword. Trigger-carrier #205 unaffected \u2014 fires on real round receipts.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9bf068b87a67afbb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-aa84a5a710baf4c3", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313709, "scanner": "foundry_dataset", "fingerprint": "709b8f754c96a279bc3e8f92c80a9394e4bb9767f6cc8aadf61516943be14f8e", "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": "wordingone/ember#238", "human_labels": ["human_feedback_general"], "issue_number": "238", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f825bdd421494fde", "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": 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: wordingone/ember\nThread: wordingone/ember#238\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#238\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-7b211ec4288e8c2f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/238#issuecomment-4687442563\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/238#issuecomment-4687442563\\nTitle: \\nBody:\\nClosing on receipts: executor landed PR #239 (a3b8426) + selftest-purity repair in PR #249 (f1b3c1d). Verified live this date: FP30B_REGISTER_SELFTEST_PASS; bare invocation exits 1 (AC-3, config-mutation class); --apply correctly STAGED pending the superseding freeze receipt (#218 remains the trigger carrier). Closing commit lacked the Closes keyword.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-0f0be16ff641ba4a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-66124b7911f57d94", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313708, "scanner": "foundry_dataset", "fingerprint": "c7bb6fd55fd7f2211b1de9bf4eda8a62faf544d27ceb505e027974304943a461", "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": "wordingone/ember#237", "human_labels": ["human_feedback_general"], "issue_number": "237", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ac930290d3d8ded4", "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": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#237\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#237\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8cdf17c269907d00\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/237#issuecomment-4682271805\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/237#issuecomment-4682271805\\nTitle: \\nBody:\\nDiff disclosure: alongside the 4 repair files, this PR tracks 22 previously-untracked executed-job receipts that had accumulated in receipts/ (eng-sync sweep receipts, eng21/eng24 smokes, fp11-denominator, fp12-band, r2 wrappers, r2-power-prereg, eng142 selftest). This is deliberate under the portable-chain policy (audit 14564 'missing receipts exist live and pass; commit them') \u2014 and two are LOAD-BEARING sources of the fp32-baselines mining chain (fp11-denominator-20260611T005616Z is the newest match for mine_bits' glob; untracked it would have been the same clean-export defect class this PR repairs). Runtime noise (train.log, train_config.json) swept in by accident was removed in the follow-up commit. eng_sync receipt_check sweep ran clean post-removal.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-f1c2715c8d65f2eb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-fd34e80145870ebb", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313707, "scanner": "foundry_dataset", "fingerprint": "60cd4528e38ac5ead3707b15e1321d80c605eb6fd2d0ddc3d832223afed205eb", "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": "wordingone/ember#236", "human_labels": ["security_auth_secret"], "issue_number": "236", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-21a27e46417866da", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#236\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#236\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-597a071d41f35e71\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/236#issuecomment-4682291099\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/236#issuecomment-4682291099\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate PASS (independent verification, not prose): selftest re-run PASS on the PR tree; receipt_check PASS on the committed receipt; math re-derived (naive waste 1-36121/106784=0.6617, FIFO 0.0538, speedup 13348/4772=2.7972, projection 38.9x2.7972=108.81; oracle wall 4516 = the physical floor exactly \u2014 the bound is tight); FP27_PINS mirror matches the frozen prereg SAMPLING verbatim (seed 31/k 8/200+56/0.8/0.95/512); merge-base..head = exactly 2 files, prereg + governor untouched. The honest claim split holds: emitted-count invariance proven model-free (T-invariance), token-value invariance correctly deferred to the per-stream-RNG live seam where the >=2x confirm-or-kill fires at round-1. PROJECTED-PASS accepted as a projection, not a result.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3e4bc547d8f3dd79\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-a30bfe4c52b58ff6", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313706, "scanner": "foundry_dataset", "fingerprint": "8ad6ed41a74a9ccb90b1b2caffb06c315913849d60fa4c3b6584232a7258b02b", "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": "wordingone/ember#234", "human_labels": ["human_feedback_general"], "issue_number": "234", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-5e2b5e13eb815be1", "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: wordingone/ember\nThread: wordingone/ember#234\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: wordingone/ember#234\nRepo: wordingone/ember\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-3013c77df9b22c21\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/234#issuecomment-4687437281\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/234#issuecomment-4687437281\\nTitle: \\nBody:\\nClosing on receipts: taxonomy landed PR #235 (b86f86b) + resume-evidence repair PR #237 (353de27) \u2014 0 evidenced mid-run deaths, pessimistic 1.22 interruptions/v0-run. Closing commit lacked the Closes keyword; receipts on master.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7a0c3173d2b6bd6f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-63835a4f3d974a91", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313705, "scanner": "foundry_dataset", "fingerprint": "1b3afa12c8a3a3f45f7987991244bb52fd1f1b8d9d330091182e86c1bb94d2f2", "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": "wordingone/ember#229", "human_labels": ["human_feedback_general"], "issue_number": "229", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5655a3b8e96db94c", "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": 3, "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: wordingone/ember\nThread: wordingone/ember#229\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#229\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\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-70f5f7e61559ca75\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/229#issuecomment-4682048367\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/229#issuecomment-4682048367\\nTitle: \\nBody:\\nSequencing precision (gate ruling with PR #233 closure): \\\"post-G-shards\\\" reads as **after the shard rerun clears, BEFORE the launch gate runs**. Reason: with #233 closed, nothing receipts the compile clause's fallback at launch \u2014 so the config must tell the truth (explicit eager pin + R3 cite) by launch time, or the contract's own \\\"deviation RECEIPTED\\\" promise is violated during the live run. It stays a NOT-now item until recount \u2192 superseding freeze \u2192 #218 \u2192 shard rerun clear; then it is a 5-minute one-field registered-deviation PR ahead of the launch gate.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-30f842932c06d345\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-ed3ea38f0b878c46", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313704, "scanner": "foundry_dataset", "fingerprint": "03337819c1bdae0a95211db9ff08c8ee87d2f843a0d11514c8b7a398d00c4680", "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": "wordingone/ember#219", "human_labels": ["human_feedback_general"], "issue_number": "219", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c572f16340baadb2", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#219\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#219\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f31244675e59e173\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/219#issuecomment-4681213186\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/219#issuecomment-4681213186\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate review @fd3dece \u2014 **PASS**. Verified at the boundary:\\n\\n- **Strip semantics fail-closed:** on-disk tokenizer.json sha verified against the freeze receipt BEFORE load (refuses on drift); added_tokens stripped in memory only; every stripped literal probe-encoded with refusal if any id < 8 survives. Band ids unreachable from text by construction + proven per build.\\n- **Band guard retained** in the writer (both refusal sites present); with text-borne 0 now impossible, every id-0 in the stream is genuinely writer-inserted \u2014 the eng-53 byte-scan's boundary semantics become auditable, which was the core of the 14628 decision.\\n- **Recount fail-closed:** refuses without a census receipt on disk (deviation must be sized first), refuses on assembly-pin mismatch with the base freeze; superseding receipt pins the census sha as evidence. Same assembly, same tokenizer bytes \u2014 only the instrument's semantics align to the contract.\\n- **Selftests reproduce\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fe39c76ac078ad59\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-65fff0a730ea8d87", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313703, "scanner": "foundry_dataset", "fingerprint": "f6157403da4ff70969997ff4676cd1cb136fdb0adbe6cea7d425638ee5c9d4d0", "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": "wordingone/ember#205", "human_labels": ["human_feedback_general"], "issue_number": "205", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.688, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b673698b586c386c", "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": 4, "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: wordingone/ember\nThread: wordingone/ember#205\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#205\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 4\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-110eda7872923ae6\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/205#issuecomment-4681223046\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/205#issuecomment-4681223046\\nTitle: \\nBody:\\nScope addition (successor obligation of #220, merged via its PR): the round-1 execution verdicts include **L2 grammar conformance** \u2014 every sampled L2 task must verify against `fp31_l2_grammar.compose/draw_l2/l2_bucket` (typed chain, '+'-joined name, L1 bucket convention, rejection rule). The materializer may never re-derive the grammar.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-785df6b167bed5cb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-4380a72b9770dd7b", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313702, "scanner": "foundry_dataset", "fingerprint": "24b175d5cba7238123b4d55df3b88bc5f561fc54c9ca59e88428ab4bcd82dc2c", "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": "wordingone/ember#200", "human_labels": ["human_feedback_general"], "issue_number": "200", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-7ea48f8e4a9e0195", "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: wordingone/ember\nThread: wordingone/ember#200\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: wordingone/ember#200\nRepo: wordingone/ember\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-d591d2cafdbf957a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/200#issuecomment-4680787583\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/200#issuecomment-4680787583\\nTitle: \\nBody:\\nClosed via PR #202. **Successor (per the fp-successor rule): #198 (fp-27 round-1 prereg)** \u2014 minted same session, was blocked-by this issue, now UNBLOCKED; it consumes the synthesis-receipt shape + kill wiring frozen here. Sibling layers #199 (fp-28 coverage executor) and #201 (sp-2 persistence-gate instances) carry the rest of the post-dispatch gate surface.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-03fe9cd1b30c5b70\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-b44352802a875212", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313701, "scanner": "foundry_dataset", "fingerprint": "5338789d83a4e28424c087e20a388003102b6035756b1e3b6742583af79fa962", "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": "wordingone/ember#176", "human_labels": ["human_feedback_general"], "issue_number": "176", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-01f65e7c3a6078b1", "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": 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: wordingone/ember\nThread: wordingone/ember#176\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#176\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-9ae1627cb955340f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/176#issuecomment-4678568784\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/176#issuecomment-4678568784\\nTitle: \\nBody:\\n<!-- leo-signoff:approve --> GATE GREEN. Verified on the PR branch: additive (304 ins / 0 del); `receipt_check --all` MISSING_SHA_CONVENTION 2\u21920; both backfilled receipts now carry sha_convention with their `ledger_sha256_before/after` values BYTE-UNCHANGED (763d78\u2026 both) \u2014 scripted re-emit via the shared emitter string, not a hand byte-edit, exactly the provenance-preserving shape eng-45 required. Resolves the eng_sync sweep noise at source. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#173", "human_labels": ["security_auth_secret"], "issue_number": "173", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7e52249836546079", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#173\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#173\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-091459c476b83933\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/173#issuecomment-4678466263\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/173#issuecomment-4678466263\\nTitle: \\nBody:\\n<!-- leo-signoff:approve --> GATE GREEN. Verified on the PR branch: additive (633 ins / 0 del); both receipts receipt_check PASS; `corpus_mix_selftest.py` reproduces CORPUS_MIX_SELFTEST_PASS on my run (fresh receipt); all 5 per-source token totals + grand total (6,973,632,296) reproduce the freeze receipt EXACTLY (code 4.053B / fineweb 1.667B / wiki 0.747B / gutenberg 0.506B / ledger 232,578); reserved band corpus-side CLEAN (ids 1-7, 0 string + 0 sample-id hits \u2014 NC2 v0 LOCK #1 second half); pins fail-closed (freeze cefd8238, assembly a29d2e56). Packing-waste 0.267 quantifies why #167 packs no-pad; real code fraction 0.5812 vs fp-22 0.60 plan (receipted -0.0188).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4ce56e224c6b0387\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-d620f1d09f7fedfb", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313699, "scanner": "foundry_dataset", "fingerprint": "57a833d4dd4cdcd751466b71861a08f8c323ff4a259a481a2471437e27531bff", "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": "wordingone/ember#170", "human_labels": ["human_feedback_general"], "issue_number": "170", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-39ae8631ee69b663", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#170\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#170\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-23c9793b14e652dc\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/170#issuecomment-4678455460\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/170#issuecomment-4678455460\\nTitle: \\nBody:\\n<!-- leo-signoff:approve --> GATE GREEN. Verified on the PR branch: diff additive (984 ins / 0 del on timeshare_pretrain.py \u2014 eng-33 surface byte-identical; 1140/0 total incl. 2 receipts); both receipts receipt_check PASS; `--selftest-v0ext` reproduces TIMESHARE_V0EXT_SELFTEST_PASS on my run (fresh receipt written \u2014 real, not canned); `v0_config_check.py --launch` = V0_CONFIG_GREEN; eng-33 base `--selftest` intact (TIMESHARE_PRETRAIN_SELFTEST_PASS); launch-gate G-config GREEN against this tree. Survivor stack (Muon split-opt, WSD, chunked-CE, MTP n=2 w0.3, packed loader) implemented FROM the frozen contract with both RECEIPTED fallbacks. Merging \u2014 this clears the trainer-impl blocker on the v0 launch gate.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5901b720a2be0143\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-f669e8ec2f0e8aa1", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313698, "scanner": "foundry_dataset", "fingerprint": "92525c1cfc4857af073849fc229f8ca254c56e7027cb2e24183db67f8a57ace5", "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": "wordingone/ember#164", "human_labels": ["security_auth_secret"], "issue_number": "164", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-20331e71b032b75c", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 2, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#164\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#164\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 2\nLinked CI labels: {'ci_pending_or_incomplete': 2}\nChanged file count: 0\nLabels: {'security_auth_secret': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-209a72d48e89a8e7\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/164#issuecomment-4678161904\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/164#issuecomment-4678161904\\nTitle: \\nBody:\\nProduction freeze COMPLETE \u2014 all checklist items green:\\n\\n- [x] Selftest sentinel green (8 checks, receipt `tokenizer-freeze-selftest-20260611T060405Z`)\\n- [x] Assembly pin verified against master AND original bytes\\n- [x] **Production freeze receipt + receipt_check PASS**: `receipts/tokenizer-freeze-20260611T060423Z.json` \u2014 `receipt_check.py --file` PASS; sentinel `TOKENIZER_FREEZE_DONE`\\n\\nArtifacts on this branch (@c64cb92):\\n- `tokenizer/tokenizer.json` (vocab 32000, sha256 `2c557e7f\u2026` \u2014 committed blob verified byte-identical to the receipt sha; `tokenizer/** -text` pin added so checkouts can never rewrite it)\\n- Reserved band at fixed ids 0\u20137 verified (`<|endoftext|>`=0, `<boi>`\u2026`<video_soft>`=1\u20137)\\n- **REAL token counts**: total **6,973,632,296** (heuristic 7.387B superseded, \u22125.6%); per source: code 4.053B / fineweb 1.667B / wikipedia 747M / gutenberg 506M / ledger 233K; real code fraction **0.581**\\n- Kai 14577 merge boundary honored: rebased by delta onto master @37e5375; `fp2\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c63996b8f1b7cb67\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/164#issuecomment-4678184831\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/164#issuecomment-4678184831\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate-green. Upfront verification (audit worktree at c64cb92, not local checkout):\\n\\n- Delta vs master 37e5375: 8 files, ALL net-new \u2014 zero modification of existing evidence (fp-25 executors untouched; their selftests PASS on the PR tree: FP25\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-9b36d138fa43e69f", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313697, "scanner": "foundry_dataset", "fingerprint": "7da1259a8993ae5303695bdab75ad405b6b54e74fab3ed9c9d082bf724d290d7", "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": "wordingone/ember#144", "human_labels": ["agent_instruction_gap"], "issue_number": "144", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c5d099c464ffbcaf", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#144\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#144\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d176f0a7a20bec6f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/144#issuecomment-4677081368\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/144#issuecomment-4677081368\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN: T2_GRPO_TASKLIST_SELFTEST_PASS re-run from head 3e652c7 in a clean worktree. The wrapper's selection now restricts the prompt pool (load-bearing), implements the prereg \u00a75 pin VERBATIM (theta (0,0.5] live-frontier strictly, no dead/ledger-absent tasks \u2014 basis recorded verbatim in-receipt), task list sha-pinned, terminal receipt gains round/gate-presence/wrapper-linkage/selection block, fail-closed on empty selection, legacy path unchanged. The exploratory run's receipt (prompt_mix dead:32) confirms exactly the defect this fixes.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-372af1eaa9aea8d4\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-8108163d7571760b", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313696, "scanner": "foundry_dataset", "fingerprint": "5c05a41f1517ba97e0a2da4873dddef4a291fbbc18678554fa251f4b98d69e6a", "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": "wordingone/ember#141", "human_labels": ["human_feedback_general"], "issue_number": "141", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-be2096c0e49bdf7f", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#141\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#141\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\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-076cc9b22680d14b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/141#issuecomment-4677042838\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/141#issuecomment-4677042838\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN: FP6_PROVENANCE + LEDGER_LICENSE + LEDGER_DEDUP selftests re-run from head 1bd7963 in a clean worktree, all PASS. AC1\u20135 receipted (adapter-suffix via base with path canon; both re-classify branches pinned; 376-row sidecar backfill with before/after census; PIN_STALE fires on sha mismatch; main ledger byte-untouched, shas match my independent snapshot). The 725-vs-issue-estimate discrepancy is correctly decomposed \u2014 your 48-bridges-reduce-by-7 (732\u2192725) cross-validates my pre-fix observation (592\u2192585 on the old-classifier slice); both numbers are right for their classifier states. Honest disclosure noted.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c32eddfe8095a597\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-6811929f0ad3474b", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313695, "scanner": "foundry_dataset", "fingerprint": "25017daeab5ae01a0727d208abd9c51b8c0b42e7cc130c47659a38b3c718e18f", "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": "wordingone/ember#136", "human_labels": ["human_feedback_general"], "issue_number": "136", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-cd128d10e8036c6e", "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": 1, "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: wordingone/ember\nThread: wordingone/ember#136\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#136\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\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-8ae01289bc81be74\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/136#issuecomment-4677045493\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/136#issuecomment-4677045493\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN: W1_PACING_SELFTEST_PASS re-run from head c68c583 in a clean worktree. Diff verified minimal: pacing_reset() after arg parse (per-run semantics \u2014 correct, wrappers runpy-drive w1), snapshot at WRITE time after sampling+verify+ext-verify, receipt-only addition. fp-20b (#131) is now reachable: the next w1 leg's receipt carries the measured block.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-f42cc599cb112e50\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-bac60dd970784b07", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313694, "scanner": "foundry_dataset", "fingerprint": "fb6653a5ed95f7a120f6927ab6dda9a28e4a16c349508777c49a0263ef75ade6", "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": "wordingone/ember#132", "human_labels": ["human_feedback_general"], "issue_number": "132", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-cb0aee6ade891a59", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#132\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#132\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1a7927bc9cbf20c5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/132#issuecomment-4680685497\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/132#issuecomment-4680685497\\nTitle: \\nBody:\\nTrigger-scope PINNED under the frozen fp-26 (b) decision \u2014 **issue stays OPEN (trigger-gated)**.\\n\\nPR #197 (merged): `scripts/fp21b_scope_132.py` + `research/fp21b-132-scope-under-fp26.md` + receipt `fp21b-scope-132-20260611T124051Z.json` (SCOPE-PINNED, receipt_check clean).\\n\\nDemonstrated via the frozen `check_sampling_world`:\\n- primary (b) owned-core round-3 (ember-v0-0.37b) \u2192 **NOT-APPLICABLE-WORLD-CHANGED** \u2014 the borrowed-world band bars do not carry; (b) is in-dist by construction so transfer-prediction is not its axis\\n- fallback (a) borrowed-world (WORLD_PIN Qwen/w1-mbpp) \u2192 **APPLICABLE** \u2014 the ONLY world where prong-A fires (exists iff the owned core kills the fp-22 verify floor)\\n- missing sibling receipt \u2192 **PROTOCOL-FLAG** (fail-closed default)\\n\\nfp-26 decision sha (5ef7cc20\u2026) pinned; both `--selftest` and `--emit` refuse on drift, so this scope cannot silently diverge from the freeze. The prong-A re-execution still happens when its trigger lands \u2014 nothing is red\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8d0027ac1648c0f0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-a997c1959fca9d80", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313693, "scanner": "foundry_dataset", "fingerprint": "cf0d1e621c473608f18665415222fc8071b9fdba0077b4d56a4f7bc5ab91c161", "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": "wordingone/ember#128", "human_labels": ["runtime_failure", "test_ci_gap"], "issue_number": "128", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.705, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-57a505ce6332c393", "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": 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": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wordingone/ember\nThread: wordingone/ember#128\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#128\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 8\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'runtime_failure': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b82d7a0c12e47531\",\n    \"kind\": \"issue_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/128\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/128\\nTitle: eng-35: P-gate live probe leg \u2014 r1w-q3-mtp boundary pair across daemon restart (HOLD for Leo dispatch order)\\nBody:\\nPer persistence-gates-spec \u00a7P-gate Mode 1 + merged scripts/p_gate.py (#124): live boundary pair for adapters/r1w-q3-mtp on validation-43 vs its G1 receipt numbers.\\n\\nAC:\\n1. PRE receipt: eval r1w-q3-mtp on validation-43 (same seed/k as G1), continuity stamps (ledger sha256, adapter sha256, daemon PID).\\n2. Boundary = daemon restart (PID must differ).\\n3. POST receipt: identical eval; p_gate.py assembles verdict (PASS iff post gain within pre CI, shas unchanged, PIDs differ).\\n4. GPU-serial: HOLD \u2014 dispatch order comes from Leo (after round-2 arms + G1 evals; the boundary pair must not interleave the arms window).\\n5. EMBER_GATE_AUTHORIZED=1 + --live only at dispatch, per interlock.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c323e66aef9fd672\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/128#issuecomment-4689272419\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/128#issuecomment-4689272419\\nTitle: \\nBody:\\nHOLD condition re-pinned (the round-2-arms/G1 wording is stale \u2014 that window closed 06-11). Binding constraint: the probe needs a daemon-restart boundary, and no restart is ever manufactured while the live v0 pretrain (12c050e7) is hosted by the daemon. **Fire condition: the next NATURAL restart/resume boundary** \u2014 most likely the no-ckpt activation event if it requires a daemon-mediated resume (PR #300 staged config), otherwise any crash-recovery or planned stop. At that boundary: pre leg before (or #114-era receipts if shas still\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-04304047ccd17f37", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313692, "scanner": "foundry_dataset", "fingerprint": "84981013212f5d40e9d5193ebaaee7b5e8baeacc39f5bcf28dd24728c549910a", "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": "wordingone/ember#125", "human_labels": ["human_feedback_general"], "issue_number": "125", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-67de1fc7aad5b839", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#125\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#125\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2}\nPolarities: {'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7c3d6c3014c0844c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/125#issuecomment-4676886407\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/125#issuecomment-4676886407\\nTitle: \\nBody:\\nAudit-obligation map (per the six checkpoint-resume proof obligations, mail 14496) \u2014 tightened in b39f2cc:\\n\\n1. **Governor on every launch/resume** \u2014 `run_segment()` is the single entry for both fresh and resume segments; `live=True` always passes `_check_launch_interlock` + `_apply_governor()` (fp19 floor min/max-clamped, tighten-only). `HandoffMachine.resume_pretrain(live=True)` re-checks the interlock.\\n2. **Single-model serialization** \u2014 state machine: WINDOW_OPEN requires completed CHECKPOINT_OUT; second open_window \u2192 ILLEGAL_TRANSITION + CONCURRENT_WINDOW guard; resume requires WINDOW_CLOSED with zero in-flight (transition guard + re-check). Complement of the merged #105 dispatch guard.\\n3. **Checkpoint-out/in receipts with paths + hashes** \u2014 NEW in b39f2cc: handoff checkpoint_out and resume_pretrain records carry `ckpt_files` (per-file sha256 from the manifest) alongside `ckpt_dir`; the segment receipt's `resume_checkpoint` block echoes the load-verified hashes (`has\"\n  },\n  {\n    \"id\": \"github-feedback-comment-5e9255969517af83\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/125#issuecomment-4676897351\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/125#issuecomment-4676897351\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN (manual legs):\\n- Selftests re-run from head b39f2cc in a clean worktree: TIMESHARE_PRETRAIN_SELFTEST_PASS + TIMESHARE_HANDOFF_SELFTEST_PASS.\\n- Scope: 5 new files, 1987 insertions, zero existing files modified.\\n- Dry-run receipt verified: per-segment fp-14 pacing blocks (convention string +\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-f52fe5e5f2168ada", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313691, "scanner": "foundry_dataset", "fingerprint": "bed7bab25453d5943132908e839b74774259614710d3cf3768a2788b81423611", "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": "wordingone/ember#110", "human_labels": ["human_feedback_general"], "issue_number": "110", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f4271269910f8d61", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#110\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#110\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-aa13601788611135\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/110#issuecomment-4676617023\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/110#issuecomment-4676617023\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN (eng-28, #104).\\n\\nVerified from PR head 2dfad61:\\n- Scope: stats_exact.py (pure stdlib) + flag-guarded additive wiring in t4_chunked/w4_eval (try/except import, None fallback; the 'exact' receipt sub-block appears only when available; bootstrap fields and early-stop logic byte-untouched).\\n- Selftest re-run from head: STATS_EXACT_SELFTEST_PASS, exit 0. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "wordingone/ember#102", "human_labels": ["human_feedback_general"], "issue_number": "102", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-51f8bafb297a7183", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_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: wordingone/ember\nThread: wordingone/ember#102\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#102\nRepo: wordingone/ember\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d4ebbf46f6b39497\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/pull/102#issuecomment-4676506974\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/102#issuecomment-4676506974\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN (eng-25, #97).\\n\\nVerified from PR head 49225c7:\\n- Scope: 6 files (ledger_dedup.py + 2 sidecar views + receipt + 2 additive ingest hooks). 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View line counts 2,865 / 2,931 match.\\n- Independent regeneration from head: backfill run TWICE against the committed ledger \u2192 byte-identical runs, and CR-st\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-339e2555d76656eb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-assumption_checks-64461552867c47d7", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wordingone/ember"}, "properties": {"repobilityId": 313689, "scanner": "foundry_dataset", "fingerprint": "8320e5f4880255bc35a17899f86a68059ac58506ad77a61883a043f53bc43bdc", "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": "wordingone/ember#101", "human_labels": ["human_feedback_general"], "issue_number": "101", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-1c8c840bce7344f3", "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: wordingone/ember\nThread: wordingone/ember#101\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: wordingone/ember#101\nRepo: wordingone/ember\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-a31fbaf22cdb710f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wordingone/ember/issues/101#issuecomment-4676508670\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/101#issuecomment-4676508670\\nTitle: \\nBody:\\nAC addition from the #102 gate (carried note 1): cluster membership MUST be consumed from a fresh `ledger_dedup.py --backfill` regeneration (or an explicit view-freshness check against the current ledger), never from incremental stamps that may predate a cluster merge. 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "test_ci_gap": 1, "weak blueprint fit": 3, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#79", "issue_number": "79", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0b537a8086f16f68", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#79\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: wordingone/ember\nThread: wordingone/ember#79\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#79\nRepo: wordingone/ember\nIssue/PR number: 79\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-064acc2c424dcf06", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341531, "scanner": "foundry_dataset", "fingerprint": "edf71fd40cc0c4d0eb06d14eed713b35ca93474d0037d893c4593d2ffd0bf58f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#69", "issue_number": "69", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-430393ac694c3ee2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#69\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: wordingone/ember\nThread: wordingone/ember#69\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#69\nRepo: wordingone/ember\nIssue/PR number: 69\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'comment_chain_links_commit': 2, '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: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-65fd1532a98731d9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341530, "scanner": "foundry_dataset", "fingerprint": "6ddb664bf1e1f0abb7378c84967a5d51f00ee77cd08cd61e9d2661d069ffbd28", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#66", "issue_number": "66", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-bcf03a2b48c5028e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#66\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: wordingone/ember\nThread: wordingone/ember#66\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#66\nRepo: wordingone/ember\nIssue/PR number: 66\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-743f579e4fa8446e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341529, "scanner": "foundry_dataset", "fingerprint": "47083ddec4cd798829ccf93cd9291631a4450ac5bbd0eb978c38250e8c5927a4", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#65", "issue_number": "65", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-291df1627a54fec0", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#65\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: wordingone/ember\nThread: wordingone/ember#65\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#65\nRepo: wordingone/ember\nIssue/PR number: 65\nGraph consistency label: weak_supervision_needs_review\nNodes: 19\nEdges: 24\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-2712ef9d3766af3e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341528, "scanner": "foundry_dataset", "fingerprint": "954bad96eae9c24fc438ede7922ab99fbea59fc2618abf93d119868b415f7412", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#64", "issue_number": "64", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b8ccb7e054bd41e5", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#64\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: wordingone/ember\nThread: wordingone/ember#64\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#64\nRepo: wordingone/ember\nIssue/PR number: 64\nGraph consistency label: weak_supervision_needs_review\nNodes: 19\nEdges: 24\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-b25f5892e0de8a8c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341527, "scanner": "foundry_dataset", "fingerprint": "7a755746f0502b939f21b68825b14bd7fe8b5be9f871dd0226ec70e0d7c7c636", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#61", "issue_number": "61", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-5b8c2b32e87c7502", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#61\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: wordingone/ember\nThread: wordingone/ember#61\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#61\nRepo: wordingone/ember\nIssue/PR number: 61\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-d9bb1b931a04cc8d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341526, "scanner": "foundry_dataset", "fingerprint": "4b3ccde88a451934ca78a27c50a76ad6823e5a5eb85a2c6e84a4b1d9c16d9a12", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "weak blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "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": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#58", "issue_number": "58", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1a92fcd3cd88cc34", "graph_gold_label": "assumption_check", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: assumption_check\nRepo: wordingone/ember\nThread: wordingone/ember#58\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: wordingone/ember\nThread: wordingone/ember#58\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#58\nRepo: wordingone/ember\nIssue/PR number: 58\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-a08e5c7441757a83", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341525, "scanner": "foundry_dataset", "fingerprint": "455f67a67970929302577b3cbf32931adce7ca065e6c81ca353fb48294fb438e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "commit_general": 1, "source_or_other": 3, "deployment_env_gap": 1, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#447", "issue_number": "447", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-8044bfe3a4f75ca8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 12}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#447\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: wordingone/ember\nThread: wordingone/ember#447\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#447\nRepo: wordingone/ember\nIssue/PR number: 447\nGraph consistency label: supported_by_verification_signal\nNodes: 18\nEdges: 26\nNode types: {'commit': 5, 'pr_file': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'chain_has_link_quality': 3, 'issue_chain_touches_file': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-31fc04cdd8ee09f6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341524, "scanner": "foundry_dataset", "fingerprint": "6aaf0e7e8d97faea37caa9178fcbc7648dd05b2551983faa92fe400c4dad1a54", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "commit_general": 1, "source_or_other": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#446", "issue_number": "446", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-42e6f88e4326edc4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#446\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: wordingone/ember\nThread: wordingone/ember#446\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#446\nRepo: wordingone/ember\nIssue/PR number: 446\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 32\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 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}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-20cb248cb5822da7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341523, "scanner": "foundry_dataset", "fingerprint": "6fe1aa8ef021521e56b88a72d3d76828570ac6164e2c90aa21805f068c2e367f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "docs_or_chore": 1, "commit_general": 1, "dependency_or_build": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#444", "issue_number": "444", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-48fc9979bcc95834", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#444\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: wordingone/ember\nThread: wordingone/ember#444\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#444\nRepo: wordingone/ember\nIssue/PR number: 444\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-705719c2324799b0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341522, "scanner": "foundry_dataset", "fingerprint": "9be0153027f0ee02286231956e456124038d6a5fbf7db9e13360a6fc0451abc9", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "source_or_other": 4, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#438", "issue_number": "438", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-29c651af621ab547", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"source_or_other": 16}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#438\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: wordingone/ember\nThread: wordingone/ember#438\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#438\nRepo: wordingone/ember\nIssue/PR number: 438\nGraph consistency label: supported_by_high_confidence_link\nNodes: 19\nEdges: 29\nNode types: {'commit': 5, 'pr_file': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'issue_chain_touches_file': 4, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'source_or_other': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-832e06cc5d03ab3c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341521, "scanner": "foundry_dataset", "fingerprint": "624cc4a44ce8268dcc5a6dfc5a5c1e8abdbc0323826b6d150037e4f92f453212", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "security_or_secrets": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#429", "issue_number": "429", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a5d732c0590871a3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#429\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: wordingone/ember\nThread: wordingone/ember#429\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#429\nRepo: wordingone/ember\nIssue/PR number: 429\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-e4c285dc0f80c007", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341520, "scanner": "foundry_dataset", "fingerprint": "c99de3858c39c0f9e84aa762d57b545f4dfa94d07d6524ecb4d6f7300a3f2beb", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "commit_general": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#416", "issue_number": "416", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3d0e43a225013d4d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#416\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: wordingone/ember\nThread: wordingone/ember#416\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#416\nRepo: wordingone/ember\nIssue/PR number: 416\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-9910464084e8eefe", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341519, "scanner": "foundry_dataset", "fingerprint": "9d375031b18ba76734375b0451c6d4895c993484764f1b5ab8adf62f8744fb46", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "commit_general": 1, "weak blueprint fit": 3, "api_integration_gap": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#405", "issue_number": "405", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7cb145e30da0fa1b", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#405\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: wordingone/ember\nThread: wordingone/ember#405\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#405\nRepo: wordingone/ember\nIssue/PR number: 405\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-d74470e119c91249", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341518, "scanner": "foundry_dataset", "fingerprint": "adbe7d520b5098ce911237ceca08f777f1359591f10ec38def462ec38c27c57b", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "weak blueprint fit": 3, "api_integration_gap": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#404", "issue_number": "404", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7a4f2cb067fca8d1", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#404\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: wordingone/ember\nThread: wordingone/ember#404\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#404\nRepo: wordingone/ember\nIssue/PR number: 404\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-ace1b00f6931decd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341517, "scanner": "foundry_dataset", "fingerprint": "0156710218c50b36b93f97e791207bdd64bb42227edd7a82392453a46d64beac", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "deployment_env_gap": 1, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#391", "issue_number": "391", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e994638492b4c13b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#391\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: wordingone/ember\nThread: wordingone/ember#391\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#391\nRepo: wordingone/ember\nIssue/PR number: 391\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-16b293da099fe9dc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341516, "scanner": "foundry_dataset", "fingerprint": "37ebaac784598248b3679df1d4e0d96f0c0f99ed2f503fb460891b334370401e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#383", "issue_number": "383", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1d054734e70c4659", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#383\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: wordingone/ember\nThread: wordingone/ember#383\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#383\nRepo: wordingone/ember\nIssue/PR number: 383\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-9d501fed12fa433e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341515, "scanner": "foundry_dataset", "fingerprint": "595b487953ff343b258f644b58405ef9052e3a94ef7129d0ae54e1df255290c0", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "deployment_env_gap": 1, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#382", "issue_number": "382", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-11551d40ac4abb9d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#382\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: wordingone/ember\nThread: wordingone/ember#382\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#382\nRepo: wordingone/ember\nIssue/PR number: 382\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-eda7e2b9dca21e95", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341514, "scanner": "foundry_dataset", "fingerprint": "a148ab96283fe98b3514ee00f7f2f8a4516cbd737c2acd6875daf7226557d39a", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "deployment_env_gap": 1, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#378", "issue_number": "378", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-47d5c7bb34db4d5b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#378\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: wordingone/ember\nThread: wordingone/ember#378\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#378\nRepo: wordingone/ember\nIssue/PR number: 378\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-748e7b98c958bd01", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341513, "scanner": "foundry_dataset", "fingerprint": "afab51d25e692307301cc1f3ab31f6dd40918206d267952b87dbf5c8c4ec8458", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "runtime_failure": 1, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#377", "issue_number": "377", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-06fb7a61e01fa73e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#377\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: wordingone/ember\nThread: wordingone/ember#377\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#377\nRepo: wordingone/ember\nIssue/PR number: 377\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 4, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-fe0d69d5139fe2ba", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341512, "scanner": "foundry_dataset", "fingerprint": "bb14da1a7d6b084643d9314ba7ed3378fa89b99fe506cec65a872dc7268eae46", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "deployment_env_gap": 1, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#371", "issue_number": "371", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-872f198f1b847372", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#371\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: wordingone/ember\nThread: wordingone/ember#371\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#371\nRepo: wordingone/ember\nIssue/PR number: 371\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-b5d5f3b8c471d528", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341511, "scanner": "foundry_dataset", "fingerprint": "cd896b0a333c955ca867f866ee298f807a0e07cf99f52981e50c6bbf2488812c", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "deployment_env_gap": 1, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#367", "issue_number": "367", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e6bd67c10401d722", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#367\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: wordingone/ember\nThread: wordingone/ember#367\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#367\nRepo: wordingone/ember\nIssue/PR number: 367\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-2f5aa2058cc3b91a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341510, "scanner": "foundry_dataset", "fingerprint": "d67f844d357b0d55bd77934341ba744b168f32780fee51a2630ca6aab851113e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#363", "issue_number": "363", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e3ffd5bff9a52ccc", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#363\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: wordingone/ember\nThread: wordingone/ember#363\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#363\nRepo: wordingone/ember\nIssue/PR number: 363\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 15\nNode types: {'commit': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 3, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-25f292d442604392", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341509, "scanner": "foundry_dataset", "fingerprint": "da5fd365bd158bfa837ace3b0d015b27be84dbea8b302b19328b338567b13beb", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "security_auth_secret": 2, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#361", "issue_number": "361", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-dda9b289013aae60", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#361\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: wordingone/ember\nThread: wordingone/ember#361\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#361\nRepo: wordingone/ember\nIssue/PR number: 361\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 8, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 4, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-af927ea70a797fb5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341508, "scanner": "foundry_dataset", "fingerprint": "c6747f6cbf59e4b09d5dba378af194088a6e4f179eaee08b5131662f4ef6762d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "dependency_or_build": 1, "security_or_secrets": 2, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#360", "issue_number": "360", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-657f70e4033bb3f3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#360\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: wordingone/ember\nThread: wordingone/ember#360\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#360\nRepo: wordingone/ember\nIssue/PR number: 360\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'security_or_secrets': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-9c6300cb6aa72d8d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341507, "scanner": "foundry_dataset", "fingerprint": "97e937c393e79c16c1f2559c87a01f6991a102bcc0a9af6c8962c78abbe96526", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "weak blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#345", "issue_number": "345", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-62a1db565274e34a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#345\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: wordingone/ember\nThread: wordingone/ember#345\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#345\nRepo: wordingone/ember\nIssue/PR number: 345\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-0b80a9d137b7e64f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341506, "scanner": "foundry_dataset", "fingerprint": "42ce07da9bb03397105414afe09ed1c04839ef10ea1b88f51d43f2131dc2a79f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#329", "issue_number": "329", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-011a64ca432816b9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#329\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: wordingone/ember\nThread: wordingone/ember#329\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#329\nRepo: wordingone/ember\nIssue/PR number: 329\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 34\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-54393030304bd682", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341505, "scanner": "foundry_dataset", "fingerprint": "8f0300fd97b4f3d7d5262ab9acb573dc98c86b2da546fef030e99dc461023b2f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#325", "issue_number": "325", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-902eb4403d87d8c8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#325\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: wordingone/ember\nThread: wordingone/ember#325\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#325\nRepo: wordingone/ember\nIssue/PR number: 325\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-71ca9c9b2a0cfcaf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341504, "scanner": "foundry_dataset", "fingerprint": "9f09f0acb448a739c561aaec8eb2692b072c5a7e68239b65eeb0542c9c00904b", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#318", "issue_number": "318", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7e75fae8503c0d85", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#318\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: wordingone/ember\nThread: wordingone/ember#318\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#318\nRepo: wordingone/ember\nIssue/PR number: 318\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-cb1f3e5ab1b58397", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341503, "scanner": "foundry_dataset", "fingerprint": "7a81b2bf6e8728d277b778ae4d6bd9fe7f5c5b6724acddd0cda5481d5156c61d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "weak blueprint fit": 3, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#303", "issue_number": "303", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c47aa185e3c31ae2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#303\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: wordingone/ember\nThread: wordingone/ember#303\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#303\nRepo: wordingone/ember\nIssue/PR number: 303\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-972818184a1db395", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341502, "scanner": "foundry_dataset", "fingerprint": "8788b5175d89d7aa7f8fe5fe0aa0615964a963b670403ef58eb85dfdad0f82ac", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#280", "issue_number": "280", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-67cbee6f7b9e1b8d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#280\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: wordingone/ember\nThread: wordingone/ember#280\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#280\nRepo: wordingone/ember\nIssue/PR number: 280\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 26\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'bug_fix': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-b4cf803b291ebe0a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341501, "scanner": "foundry_dataset", "fingerprint": "a21e2572bea68f1e1db88866c7f4a2630595a3ed1f88999f1fd12a0af34aa253", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#266", "issue_number": "266", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-37811906059d23d3", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#266\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: wordingone/ember\nThread: wordingone/ember#266\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#266\nRepo: wordingone/ember\nIssue/PR number: 266\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-b6a27002d4de56e9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341500, "scanner": "foundry_dataset", "fingerprint": "386dfcb9451fc00f9de688844577d932a78ea77347856fc255d137bc479567c2", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "api_integration_gap": 1, "verification_or_tests": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#255", "issue_number": "255", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a4e91823d1d933d1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#255\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: wordingone/ember\nThread: wordingone/ember#255\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#255\nRepo: wordingone/ember\nIssue/PR number: 255\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-65424bdef0594863", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341499, "scanner": "foundry_dataset", "fingerprint": "85b87dfe90e702f488eb1802026c41c1c1bf19f0ebb1e15d7c4ba6eab0bdc9da", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "dependency_or_build": 2, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#250", "issue_number": "250", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-45be7027b079c973", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#250\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: wordingone/ember\nThread: wordingone/ember#250\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#250\nRepo: wordingone/ember\nIssue/PR number: 250\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-33ff15a1cd755c77", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341498, "scanner": "foundry_dataset", "fingerprint": "a873f2c52a0a8d5c2c78219942c2413f55c66519db8c6019c3b17eaf12101e7f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#236", "issue_number": "236", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-799833ba7de5373c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#236\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: wordingone/ember\nThread: wordingone/ember#236\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#236\nRepo: wordingone/ember\nIssue/PR number: 236\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-a18a70a13fdf90a6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341497, "scanner": "foundry_dataset", "fingerprint": "4dd7f5175857beba0c0b662b024558cb892d3bfe16cb08ffb07f06b86cade981", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "runtime_failure": 1, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#233", "issue_number": "233", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-38e663903ff50f80", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#233\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: wordingone/ember\nThread: wordingone/ember#233\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#233\nRepo: wordingone/ember\nIssue/PR number: 233\nGraph consistency label: supported_by_verification_signal\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-5dea9eb75f8ee1e3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341496, "scanner": "foundry_dataset", "fingerprint": "c0bdb1e6ab02f9a6746426f0a66a427f68372afc875a0627afbd6a4cfe17b8ab", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 7, "test_ci_gap": 1, "weak blueprint fit": 3, "api_integration_gap": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 9, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 71, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "comment_chain_has_ci": 1, "alignment_uses_comment": 9, "alignment_uses_finding": 9, "chain_has_link_quality": 14, "comment_aligns_finding": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 13, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 47, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 3, "alignment": 9, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#225", "issue_number": "225", "quality_tiers": {"assumption_check": 9, "weak_supervision": 5}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-8b355b62772a440d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#225\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: wordingone/ember\nThread: wordingone/ember#225\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#225\nRepo: wordingone/ember\nIssue/PR number: 225\nGraph consistency label: supported_by_verification_signal\nNodes: 47\nEdges: 71\nNode types: {'link_quality': 14, 'commit': 10, 'alignment': 9, 'comment': 3, 'comment_chain': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 14, 'comment_chain_links_commit': 13, 'alignment_uses_comment': 9, 'alignment_uses_finding': 9, 'comment_aligns_finding': 9, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 9, 'bug_fix': 7, 'claimed_resolved_with_verification_signal': 4, 'verification_or_tests': 3, 'weak blueprint fit': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 2}\nQuality tiers: {'assumption_check': 9, 'weak_supervision': 5}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-94776c78320911e0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341495, "scanner": "foundry_dataset", "fingerprint": "dab999650c171711d30714633d45858b70ba73f637323faeda8cdec591f06f6d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#178", "issue_number": "178", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a39a28b17955340f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#178\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: wordingone/ember\nThread: wordingone/ember#178\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#178\nRepo: wordingone/ember\nIssue/PR number: 178\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-3ca3c1ca3d344214", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341494, "scanner": "foundry_dataset", "fingerprint": "c0b05e9cf0374e9a373d0d13fa1dfded2962de7c2516baba102d71a9afd21604", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#173", "issue_number": "173", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-deacb726a976ae50", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#173\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: wordingone/ember\nThread: wordingone/ember#173\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#173\nRepo: wordingone/ember\nIssue/PR number: 173\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-139f66bb4ab49b34", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341493, "scanner": "foundry_dataset", "fingerprint": "642f5e8f4fcd146404caa96fe495b58fc1b650cf85f9f265875c315b31e61964", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 6, "security_or_secrets": 1, "security_auth_secret": 2, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 4}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#164", "issue_number": "164", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-8f5637689b4efb1f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#164\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: wordingone/ember\nThread: wordingone/ember#164\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#164\nRepo: wordingone/ember\nIssue/PR number: 164\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 28\nNode types: {'commit': 7, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_has_ci': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'claimed_resolved_unverified': 4, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ci_pending_or_incomplete': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4}\nCI labels: {'ci_pending_or_incomplete': 4}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-7d56e5cdb4ea95b7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341492, "scanner": "foundry_dataset", "fingerprint": "2c8b5f156afef9a22c3793c15936f2f32027ac96e41fe2af4461105d098c8d48", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "commit_general": 2, "runtime_failure": 1, "weak blueprint fit": 3, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#128", "issue_number": "128", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-aeba7d30e59384cf", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#128\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: wordingone/ember\nThread: wordingone/ember#128\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#128\nRepo: wordingone/ember\nIssue/PR number: 128\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 37\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 8, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 4, 'bug_fix': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'human_reported_issue_then_fix_attempt': 2, 'commit_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'runtime_failure': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-d35c93fd2a6b069b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341491, "scanner": "foundry_dataset", "fingerprint": "58efec992ed0be10efde995000925761dbeaba8a22309be5ec3d343c73521918", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "test_ci_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 6, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 46, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 1, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 33, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 6, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#124", "issue_number": "124", "quality_tiers": {"unresolved": 1, "assumption_check": 6, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2da3e12e6e9c2c9e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#124\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: wordingone/ember\nThread: wordingone/ember#124\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#124\nRepo: wordingone/ember\nIssue/PR number: 124\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 46\nNode types: {'link_quality': 10, 'alignment': 6, 'commit': 5, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 6, 'not_resolved_or_not_observed': 3, 'bug_fix': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 3, 'unresolved': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-fb086efaf67395bb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wordingone/ember"}, "properties": {"repobilityId": 341490, "scanner": "foundry_dataset", "fingerprint": "939a857b0fb904672f1be327a306e97d118dd1007336abbb34e2f6686096f4e6", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 3, "ui_workflow_gap": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#108", "issue_number": "108", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-86428087c5896de7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#108\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: wordingone/ember\nThread: wordingone/ember#108\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#108\nRepo: wordingone/ember\nIssue/PR number: 108\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-f3940f997b29d2c0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331194, "scanner": "foundry_dataset", "fingerprint": "e9ea90ea359cebdcf8821897590a35cc983d763dac3297e0489715f14f354db7", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "commit_general": 1, "source_or_other": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#446", "issue_number": "446", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-6beaea2fadcdbb31", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#446\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#446\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#446\nRepo: wordingone/ember\nIssue/PR number: 446\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 32\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 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}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-6d8aa678505b1a45", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331193, "scanner": "foundry_dataset", "fingerprint": "2f6ef7bbf2222492a4ab2d17f844964c2bcb7d316728a8b7eb884ce8faa04af2", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "commit_general": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#400", "issue_number": "400", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bb7afb7867ff5d46", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#400\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#400\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#400\nRepo: wordingone/ember\nIssue/PR number: 400\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-bcc08595c40be07c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331192, "scanner": "foundry_dataset", "fingerprint": "495af7b033a78e3930731d2db774c57d341dc6f83237532d96c69606a5b1d84b", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#399", "issue_number": "399", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d44603be7ac69fad", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#399\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#399\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#399\nRepo: wordingone/ember\nIssue/PR number: 399\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-4061f761580626f6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331191, "scanner": "foundry_dataset", "fingerprint": "dbdacc94e7dbd3d299ed4739faa59142d5cfcaff6726bc3238d3683292404c06", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#390", "issue_number": "390", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-614703fc1bea954a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#390\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#390\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#390\nRepo: wordingone/ember\nIssue/PR number: 390\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-eeb516fbf4f7427d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331190, "scanner": "foundry_dataset", "fingerprint": "b3f01d83c813e953a1062a093af3b5314e69cd41f815ca965672b91b00bac21d", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "weak blueprint fit": 3, "generated_provenance": 2, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#389", "issue_number": "389", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-14a86824e72afe40", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#389\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#389\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#389\nRepo: wordingone/ember\nIssue/PR number: 389\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-141b7dbb056700ed", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331189, "scanner": "foundry_dataset", "fingerprint": "6df13935d590bb8b331ed09a3dbb5565a4eca0ef80e043cfcf3e15e4a60d4741", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#388", "issue_number": "388", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-7424e7a122b00906", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#388\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#388\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#388\nRepo: wordingone/ember\nIssue/PR number: 388\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-3293c30eff297baf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331188, "scanner": "foundry_dataset", "fingerprint": "ea45bee5c63f9a75479579cbd99e58e971b31fb90fe8b07bcb0cb3399f4a57dc", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#386", "issue_number": "386", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-f68fa396fe90d6a2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#386\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#386\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#386\nRepo: wordingone/ember\nIssue/PR number: 386\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-b0b65732058fa0fc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331187, "scanner": "foundry_dataset", "fingerprint": "37ecfee997d03ad8d1edbd630ecd040fc95d23aa483b61407ff84af678eb7236", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 27, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 22, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#385", "issue_number": "385", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-be993cd92e37f62f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#385\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#385\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#385\nRepo: wordingone/ember\nIssue/PR number: 385\nGraph consistency label: supported_by_verification_signal\nNodes: 22\nEdges: 27\nNode types: {'link_quality': 6, 'commit': 4, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-d1e527a559275b22", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331186, "scanner": "foundry_dataset", "fingerprint": "4c0ae092f2b6c812e7fd7b52a271036828affe6d8084fe97900a6498b34ed276", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#384", "issue_number": "384", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-84781a2b5df95f42", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#384\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#384\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#384\nRepo: wordingone/ember\nIssue/PR number: 384\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-e3c215b545fb7793", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331185, "scanner": "foundry_dataset", "fingerprint": "153889e0f17080feba0212f4f8050bf5daf26b52585780126d30d642b292ad5b", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 1, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#383", "issue_number": "383", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c26273df2928d048", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#383\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#383\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#383\nRepo: wordingone/ember\nIssue/PR number: 383\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-00473db9535d2af0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331184, "scanner": "foundry_dataset", "fingerprint": "ade527bbd60333fad2c476eccc878a5a2b6da7411af17afb1ce9b34feb45a7cf", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 4, "weak blueprint fit": 3, "verification_or_tests": 2, "human_feedback_general": 1, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#366", "issue_number": "366", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-61cb486dda006474", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#366\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#366\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#366\nRepo: wordingone/ember\nIssue/PR number: 366\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'link_quality': 7, 'commit': 6, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 7, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-1f54f80e7818331e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331183, "scanner": "foundry_dataset", "fingerprint": "d4fec13b8eaeff781d28eae92d6bc66c01f1547fce73a4a9bdcfaaf67fc301b6", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#365", "issue_number": "365", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-e0dc03bd19e99e54", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#365\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#365\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#365\nRepo: wordingone/ember\nIssue/PR number: 365\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-3e5cafc6572886a8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331182, "scanner": "foundry_dataset", "fingerprint": "49abf082db6efdd78783eafa05a44e8dda58a2ce4eac908297d7e80c93e90775", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "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, "thread_has_comment_chain": 2, "comment_chain_links_commit": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 28, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#364", "issue_number": "364", "quality_tiers": {"assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-fb4eef189a2dcaf5", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#364\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#364\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#364\nRepo: wordingone/ember\nIssue/PR number: 364\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 37\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 9, '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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'mock_placeholder': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-7014eb540cc9c6b9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331181, "scanner": "foundry_dataset", "fingerprint": "d689e83b644501e127ee05659c22eea18e4668424763fc73e5c54be8598c06d1", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "weak blueprint fit": 3, "data_schema_persistence": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#357", "issue_number": "357", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-1dbdf795d63b6b3b", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#357\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#357\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#357\nRepo: wordingone/ember\nIssue/PR number: 357\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'comment_chain_links_commit': 2, '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: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-7949f9f112bf5f7a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331180, "scanner": "foundry_dataset", "fingerprint": "dfe4637b2686d613f79f5878992964d17b3fda428bc985c975747570197d4806", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "weak blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#345", "issue_number": "345", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a368da632311ebbb", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#345\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#345\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#345\nRepo: wordingone/ember\nIssue/PR number: 345\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-399dbe36da982522", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331179, "scanner": "foundry_dataset", "fingerprint": "85fcf0150b922615863acf1b2142293991b33bf309b58d8a26aafe357f2c0115", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#325", "issue_number": "325", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b76ca782b0be9a20", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#325\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#325\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#325\nRepo: wordingone/ember\nIssue/PR number: 325\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-6369cea2ffc879e5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331178, "scanner": "foundry_dataset", "fingerprint": "01c27fd4a0640ad6c68ea5623461d5185840634b6db0bd2efb12c7092cdda692", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 3, "weak blueprint fit": 3, "verification_or_tests": 2, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#266", "issue_number": "266", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0c58837bc6626b82", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#266\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#266\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#266\nRepo: wordingone/ember\nIssue/PR number: 266\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "graph-query-motif_query-9a4b9dacdf1e6c51", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wordingone/ember", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: wordingone/ember"}, "properties": {"repobilityId": 331177, "scanner": "foundry_dataset", "fingerprint": "561a863242e04e8192e1f9dee99b051a132ad6bd454c463ece15e528b476aa3a", "category": "quality", "severity": "high", "confidence": 0.76, "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": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 7, "test_ci_gap": 1, "weak blueprint fit": 3, "api_integration_gap": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 9, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 71, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "comment_chain_has_ci": 1, "alignment_uses_comment": 9, "alignment_uses_finding": 9, "chain_has_link_quality": 14, "comment_aligns_finding": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 13, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 47, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 3, "alignment": 9, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wordingone/ember#225", "issue_number": "225", "quality_tiers": {"assumption_check": 9, "weak_supervision": 5}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-de8102803e70fba7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#225\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#225\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#225\nRepo: wordingone/ember\nIssue/PR number: 225\nGraph consistency label: supported_by_verification_signal\nNodes: 47\nEdges: 71\nNode types: {'link_quality': 14, 'commit': 10, 'alignment': 9, 'comment': 3, 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"changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#124\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: wordingone/ember\nThread: wordingone/ember#124\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#124\nRepo: wordingone/ember\nIssue/PR number: 124\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 46\nNode types: {'link_quality': 10, 'alignment': 6, 'commit': 5, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "wordingone/ember#420", "human_labels": ["mock_placeholder"], "issue_number": "420", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.99, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-6bd7257809ce9deb", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: wordingone/ember\nThread: wordingone/ember#420\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#420\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ab0a7f64eb9d74a2\",\n    \"kind\": \"issue_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/420\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/420\\nTitle: eng-36: ember-multimodal-v0 architecture extension (Lock 2+3+QK-norm \u2014 inputs_embeds splice + bidirectional mask)\\nBody:\\n**Spec:** leo/state/nc-ladder/docs/ember-multimodal-v0-config-spec.md \u00a7I\\n\\n**Scope:** scripts/timeshare_pretrain.py (single file)\\n\\n**Build (Locks 2+3+QK-norm):**\\n- Lock 2: extend `_V0Real.backbone()` to accept `inputs_embeds`; overwrite `embed_tokens` rows at placeholder-token positions before the decoder stack\\n- Lock 3: `build_bidirectional_mask(seq, spans)` \u2014 causal everywhere except full-attention within image spans; wire into backbone call\\n- Lock 4 (2D RoPE verify): add `rope_2d_split` config flag; verify LlamaConfig head_dim=64 (64%4==0, PASS); document if custom attention class is required\\n- QK-norm: `qk_norm` flag wired into config\\n- VisionEmbedder class: 48\u00d748px patch \u2192 6912-float \u2192 Linear(6912, 1024) + LayerNorm + factorized X/Y position\\n\\n**AC:** `python scripts/t1_multimodal_selftest.py` exits 0 on CPU (<30s) \u2014 proves splice path + bidirectional mask work with synthetic patches before \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a465b5ed03861efa\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-bad_chains-d84abb271f828a36", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: wordingone/ember"}, "properties": {"repobilityId": 323853, "scanner": "foundry_dataset", "fingerprint": "8ec1110ec2ee55f47cfec4d4bcdb231c51089dca191dd3388f08bc99bf907f4f", "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. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "wordingone/ember#410", "human_labels": ["mock_placeholder"], "issue_number": "410", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.99, "repo_full_name": "wordingone/ember", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-10c1ee4f4b2d43ce", "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": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: wordingone/ember\nThread: wordingone/ember#410\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#410\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-bd0837794e37cf79\",\n    \"kind\": \"issue_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/410\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/410\\nTitle: crash-on-malformed: 6 crash paths in fp33_surpass_verdict (non-dict receipts / non-numeric fields)\\nBody:\\n## Summary\\nSix crash paths in `fp33_surpass_verdict.py` found during defensive-robustness sweep. All fail OPEN (raise exception) instead of fail CLOSED (return INVALID/PENDING).\\n\\n### CRASH-1 \u2014 AttributeError @ load_leg_receipts (non-dict top-level JSON)\\n```python\\nleg = r.get(\\\"leg\\\")  # AttributeError if JSON is a list [...]\\n```\\n**Fix:** `if not isinstance(r, dict): continue` after json.load.\\n\\n### CRASH-2 \u2014 ValueError @ _deltas (non-numeric per_task_delta element)\\n```python\\nreturn [float(x) for x in receipt[\\\"per_task_delta\\\"]]  # float(\\\"bad\\\")\\n```\\n**Fix:** try/except per element; skip non-numeric values.\\n\\n### CRASH-3 \u2014 ValueError @ _deltas (non-numeric per_task_ember/e2b element)\\n```python\\nreturn [float(a) - float(b) for a, b in zip(em, z)]  # float(\\\"a\\\")\\n```\\n**Fix:** try/except per pair; skip pairs where either value is non-numeric.\\n\\n### CRASH-4 \u2014 ValueError @ eval_A3 (non-numeric mde field)\\n```python\\nmde = float\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3217842eaa79d4ea\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-bad_chains-84147bca9979c5be", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: wordingone/ember"}, "properties": {"repobilityId": 323852, "scanner": "foundry_dataset", "fingerprint": "97c54ed499e59883cf0afc7e7e97289f925d450410d1aad3b943bd6c4d60e912", "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. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "wordingone/ember#372", "human_labels": ["ui_workflow_gap"], "issue_number": "372", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-e585648125617dc4", "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: bad_chains\nRepo: wordingone/ember\nThread: wordingone/ember#372\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\nChain evidence:\nIssue/PR evidence chain: wordingone/ember#372\nRepo: wordingone/ember\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'ui_workflow_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-df4907fd9eceeb49\",\n    \"kind\": \"issue_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/372\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/372\\nTitle: fp-41: powered density A/B (graded probe + multi-seed) \u2014 GATED on downstream density-sensitivity\\nBody:\\nSuccessor to #370 (fp-40, density A/B underpowered: 1/3 vs 0/3 seeds, Fisher p=0.50; bimodal probe made the seed the unit, prompt count was pseudoreplication).\\n\\nGATED trigger: fires ONLY if the c04 pick / pretrain outcome proves SENSITIVE to the density axis \u2014 i.e. D-CONF vs D-BELOW would change the architecture pick or the budget envelope. Not run speculatively: fp-40's directional prior (curated crossed 1/3, bulk 0/3) + the two hedges (2.2B route cap, user-owned <=1-day pretrain bar) may already suffice.\\n\\nWhen triggered: design a POWERED density A/B \u2014 (1) a GRADED probe (continuous wcode competence, not the bimodal pass/fail that collapsed within-cell power to ~1 effective sample), so 400 prompts genuinely add power; (2) more seeds sized by a real power calc on the graded metric's variance. AC: power-helper receipt sizing the graded design to a stated MDE + prereg freeze before any cell runs.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b01d04e6dab12629\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-bad_chains-9300bfaef1e2af74", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: wordingone/ember"}, "properties": {"repobilityId": 323851, "scanner": "foundry_dataset", "fingerprint": "80bcfc910837bad788e08110c0712fab09ba8a29e5fe84133e3274a13be27474", "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. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "wordingone/ember#251", "human_labels": ["security_auth_secret"], "issue_number": "251", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "wordingone/ember", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-cb97e5115f37dcf1", "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", "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: bad_chains\nRepo: wordingone/ember\nThread: wordingone/ember#251\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: wordingone/ember#251\nRepo: wordingone/ember\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7e59ae4828c845cc\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/issues/251#issuecomment-4682705068\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/issues/251#issuecomment-4682705068\\nTitle: \\nBody:\\nSuccessor chain: #251's successor is the pre-existing carrier #247 (fp-30d) \u2014 it fires `python scripts/fp30d_shard_gate.py --fire` on the committed TOKEN-SHARDS-V0 receipt. No new mint needed; the executor-built\u2192carrier-fires pattern matches fp-30c (#238\u2192#218).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c4224e34969f2914\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\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: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-bad_chains-e1c2212fb92035cb", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: wordingone/ember"}, "properties": {"repobilityId": 323850, "scanner": "foundry_dataset", "fingerprint": "5517441a8c1c7352c30b26c46dd16c51d9597f93aadc9f11180fa99f3c73c14a", "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. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "wordingone/ember#124", "human_labels": ["data_schema_persistence", "test_ci_gap"], "issue_number": "124", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "wordingone/ember", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-eb04de1cc52be9d9", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: wordingone/ember\nThread: wordingone/ember#124\nOutcome: not_resolved_or_not_observed\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: wordingone/ember#124\nRepo: wordingone/ember\nThread label: thread_has_human_issue_and_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'data_schema_persistence': 1, 'test_ci_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-12aaca8932380c03\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/124#issuecomment-4676778615\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/124#issuecomment-4676778615\\nTitle: \\nBody:\\nPre-gate check: both PR receipts pass the #103 schema floor \u2014 `python scripts/receipt_check.py --file` (master @841df5b) returns PASS / exit 0 for receipts/eng114-selftest-20260611T025444Z.json and receipts/p-gate-20260611T025422Z.json.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8082749f22078741\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wordingone/ember/pull/124#issuecomment-4676889369\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: wordingone/ember\\nAuthor: wordingone (User)\\nURL: https://github.com/wordingone/ember/pull/124#issuecomment-4676889369\\nTitle: \\nBody:\\n<!-- leo-signoff:approve -->\\nGate GREEN (manual legs, gate-assembler workflow still has the args bug):\\n- Selftests re-run from head 3f6a77e in a clean worktree: D_GATE_SELFTEST_PASS + P_GATE_SELFTEST_PASS.\\n- Script sha256 pins in the selftest receipt match head files byte-exact (d_gate c50cf6b1\u2026, p_gate 42307d22\u2026).\\n- Verdict branches: d_gate=2 (PASS + false-accept FAIL), p_gate=4 (PASS, FAIL-by-CI, FAIL-by-sha-drift, FAIL-by-same-PID) \u2014 receipt-pinned.\\n- Quarantine round-trip byte-identical; CI pins exact (Newcombe paired + Wilson).\\n- Interlock fail-closed verified in source (EMBER_GATE_AUTHORIZED=1 AND --live).\\n- Scope: 4 new files, 1189 insertions, zero existing files modified.\\nP-gate live probe (r1w-q3-mtp boundary pair) rides round-2 per the spec \u2014 minting as its own eng slice.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a753f4d03995e08c\", \"evidence-chain-comment_to_commit-f02e9973894867d3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: wordingone/ember\nGra\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wordingone/ember", "source_id": "comment-chain-pattern-bad_chains-9d2924707d625eb6", "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": "wordingone/ember", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335283, "scanner": "foundry_dataset", "fingerprint": "1033787a907bfde5a566c52e8f592ad78242dd1f6e5590650e91e08a14c4eb4d", "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": {"bug_fix": 2, "docs_or_chore": 1, "commit_general": 1, "dependency_or_build": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#444", "issue_number": "444", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d8118ad97442724a", "graph_gold_label": "supported_by_high_confidence_link", "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#444\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#444\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#444\nRepo: wordingone/ember\nIssue/PR number: 444\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-616ea5b214180c5b", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335282, "scanner": "foundry_dataset", "fingerprint": "a689f0794210f4b7993538138d7e21a808224f885cf06db1d9aa995f77ccd599", "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": {"bug_fix": 1, "docs_or_chore": 1, "commit_general": 2, "source_or_other": 2, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 22, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 16, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#443", "issue_number": "443", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d3d0f457379d7b81", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 8}}, "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: supported_by_verification_signal\nRepo: wordingone/ember\nThread: wordingone/ember#443\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#443\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#443\nRepo: wordingone/ember\nIssue/PR number: 443\nGraph consistency label: supported_by_verification_signal\nNodes: 16\nEdges: 22\nNode types: {'commit': 5, 'link_quality': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, '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: {'claimed_resolved_with_verification_signal': 3, 'source_or_other': 2, 'commit_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'verification_or_tests': 1, 'docs_or_chore': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 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/wordingone/ember", "source_id": "graph-query-motif_query-e72082a92d530b1c", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335281, "scanner": "foundry_dataset", "fingerprint": "7e00920fcfd989bc9c9a20f37c99a4c566572789aa6443001a53f5e3c014534b", "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": {"bug_fix": 5, "source_or_other": 4, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#438", "issue_number": "438", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bdd96ce0d2ae8f81", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"source_or_other": 16}}, "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#438\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#438\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#438\nRepo: wordingone/ember\nIssue/PR number: 438\nGraph consistency label: supported_by_high_confidence_link\nNodes: 19\nEdges: 29\nNode types: {'commit': 5, 'pr_file': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'issue_chain_touches_file': 4, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'source_or_other': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-19444e192fe1bd27", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335280, "scanner": "foundry_dataset", "fingerprint": "7b0e12ddd04e87bb23bce67a943b597ff618e52f8b7e995e3e9f72eabfae9846", "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": {"bug_fix": 4, "commit_general": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#437", "issue_number": "437", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-ae8b27e4d06264e1", "graph_gold_label": "supported_by_high_confidence_link", "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#437\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#437\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#437\nRepo: wordingone/ember\nIssue/PR number: 437\nGraph consistency label: supported_by_high_confidence_link\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, '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: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 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/wordingone/ember", "source_id": "graph-query-motif_query-6a02299339cadde3", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335279, "scanner": "foundry_dataset", "fingerprint": "b6b39f6ff0d0ee5b017dc2a4c41e8f7eabf7d9b4ab6e469cac2a20413e8cc8b4", "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": {"bug_fix": 4, "security_or_secrets": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#435", "issue_number": "435", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-32066971cef82166", "graph_gold_label": "supported_by_high_confidence_link", "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#435\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#435\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#435\nRepo: wordingone/ember\nIssue/PR number: 435\nGraph consistency label: supported_by_high_confidence_link\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, '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: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 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/wordingone/ember", "source_id": "graph-query-motif_query-09049995c16a9442", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335278, "scanner": "foundry_dataset", "fingerprint": "339825eb00a7d88ad80ed474807d4fe5e00a9ac4acd07e6a5cc7ba414564621f", "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": {"bug_fix": 4, "security_or_secrets": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#429", "issue_number": "429", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-ce356cd6f9879e5d", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#429\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#429\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#429\nRepo: wordingone/ember\nIssue/PR number: 429\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-dfa2b66ac2a45ebb", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335277, "scanner": "foundry_dataset", "fingerprint": "c172b2b0cb90b05cabfec4d38bc3dc83982669176f68f5ce58abbc83230e0ebc", "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": {"bug_fix": 3, "source_or_other": 4, "security_or_secrets": 1, "generated_provenance": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#428", "issue_number": "428", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-72255f252a91834b", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"source_or_other": 16}}, "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#428\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#428\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#428\nRepo: wordingone/ember\nIssue/PR number: 428\nGraph consistency label: supported_by_high_confidence_link\nNodes: 18\nEdges: 28\nNode types: {'commit': 5, 'pr_file': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'issue_chain_touches_file': 4, '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: {'source_or_other': 4, 'bug_fix': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 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/wordingone/ember", "source_id": "graph-query-motif_query-715dcba6fc6ac100", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335276, "scanner": "foundry_dataset", "fingerprint": "90d794f7e2505ad63e323f6518039f79780cfe7b515b2ad6387b594a71d81528", "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": {"bug_fix": 3, "security_or_secrets": 1, "generated_provenance": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#427", "issue_number": "427", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-77324a2278daa9c8", "graph_gold_label": "supported_by_high_confidence_link", "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#427\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#427\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#427\nRepo: wordingone/ember\nIssue/PR number: 427\nGraph consistency label: supported_by_high_confidence_link\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, '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: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 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/wordingone/ember", "source_id": "graph-query-motif_query-d5d19a9bf25394fe", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335275, "scanner": "foundry_dataset", "fingerprint": "fe985d4266df1ed30845b3b0685448822b7e61329e7e8e63154ff7e10ebd489a", "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": {"bug_fix": 5, "source_or_other": 7, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 7, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 7, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 7, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#425", "issue_number": "425", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-e4799a5af40e7664", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"source_or_other": 28}}, "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#425\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#425\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#425\nRepo: wordingone/ember\nIssue/PR number: 425\nGraph consistency label: supported_by_high_confidence_link\nNodes: 21\nEdges: 37\nNode types: {'pr_file': 7, 'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 7, 'comment_chain_touches_file': 7, 'issue_chain_touches_file': 7, 'comment_chain_links_commit': 5, '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: {'source_or_other': 7, 'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 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/wordingone/ember", "source_id": "graph-query-motif_query-961d8b174e95880b", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335274, "scanner": "foundry_dataset", "fingerprint": "8ebd042a273a5b44dabd7b8559e31dbaa29d375a082f5e207927a256e934df86", "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": {"bug_fix": 2, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 13, "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, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 11, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#419", "issue_number": "419", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9fcb17ebb0bf62d9", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#419\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#419\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#419\nRepo: wordingone/ember\nIssue/PR number: 419\nGraph consistency label: weak_supervision_needs_review\nNodes: 11\nEdges: 13\nNode types: {'link_quality': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 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_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: {'claimed_resolved_unverified': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-ba079e2044164a9b", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335273, "scanner": "foundry_dataset", "fingerprint": "2fcbe9ed36f1d8c902bf3b25499c9b983bc80ced6873276706412114c069c66b", "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": {"bug_fix": 5, "source_or_other": 3, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#418", "issue_number": "418", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d3d56f1b397b8ac8", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"source_or_other": 12}}, "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: supported_by_high_confidence_link\nRepo: wordingone/ember\nThread: wordingone/ember#418\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#418\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#418\nRepo: wordingone/ember\nIssue/PR number: 418\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 25\nNode types: {'commit': 5, 'pr_file': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'chain_has_link_quality': 3, 'issue_chain_touches_file': 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: {'bug_fix': 5, 'source_or_other': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 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/wordingone/ember", "source_id": "graph-query-motif_query-a1717fa893ecaf91", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335272, "scanner": "foundry_dataset", "fingerprint": "f1611f774f97d90c1e2bf79e80f01bbf3918dd1c7e9ef485e656ee2b2760b4f4", "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": {"bug_fix": 4, "commit_general": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#416", "issue_number": "416", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c9e26dd6022365a2", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#416\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#416\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#416\nRepo: wordingone/ember\nIssue/PR number: 416\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-a70a57ff8cda5cd5", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335271, "scanner": "foundry_dataset", "fingerprint": "374964b354f3edc39427c23de1b22162ddaa466e60e0cd22bb3a98f89f318652", "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": {"bug_fix": 3, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 14, "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, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 12, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#387", "issue_number": "387", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-fde30a160dc79ad6", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#387\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#387\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#387\nRepo: wordingone/ember\nIssue/PR number: 387\nGraph consistency label: weak_supervision_needs_review\nNodes: 12\nEdges: 14\nNode types: {'commit': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 3, '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: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-e498c0346e688fa6", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335270, "scanner": "foundry_dataset", "fingerprint": "477336811aa9ec39cba69cd327f0f49396cf9f6ac2421f8e9704f1a4dd369292", "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": {"bug_fix": 5, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#379", "issue_number": "379", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-24c046e45144935a", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#379\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#379\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#379\nRepo: wordingone/ember\nIssue/PR number: 379\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, '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: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-96cdb213dcb9a109", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335269, "scanner": "foundry_dataset", "fingerprint": "d8aabc84b1f39b51f744ff250037bb2aee5a991496c4d25d0f44f60fe4e66376", "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": {"bug_fix": 3, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#363", "issue_number": "363", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-dc7bfe7d8f418f47", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#363\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#363\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#363\nRepo: wordingone/ember\nIssue/PR number: 363\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 15\nNode types: {'commit': 3, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 3, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-0ce3f66f857c2696", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335268, "scanner": "foundry_dataset", "fingerprint": "95a73b6c0c7e5970abfdb967fc56275d9215bf5e29d0091f0f35e7f52d09b986", "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": {"bug_fix": 5, "security_or_secrets": 1, "security_auth_secret": 2, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#362", "issue_number": "362", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-58fb56416f1cc3ef", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#362\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#362\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#362\nRepo: wordingone/ember\nIssue/PR number: 362\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 26\nNode types: {'commit': 6, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 4, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4}\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/wordingone/ember", "source_id": "graph-query-motif_query-c85f831b19cba1c2", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335267, "scanner": "foundry_dataset", "fingerprint": "ab0cf4f8896e490c9ab4a9d15615bdab29fc83b513d26c476a1cc2c3a2b0e584", "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": {"bug_fix": 5, "security_auth_secret": 2, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#361", "issue_number": "361", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c06c1ae1cd342d76", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#361\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#361\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#361\nRepo: wordingone/ember\nIssue/PR number: 361\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 8, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 4, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-690fcabb1982fd55", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335266, "scanner": "foundry_dataset", "fingerprint": "6d4a6268691a8a8de0c1d0887a0e7873596295f5a41ff7012bc91fc8ff570d84", "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": {"bug_fix": 2, "dependency_or_build": 1, "security_or_secrets": 2, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#360", "issue_number": "360", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-88c5cf30907f0898", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#360\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#360\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#360\nRepo: wordingone/ember\nIssue/PR number: 360\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'security_or_secrets': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-12088d612160b7f4", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335265, "scanner": "foundry_dataset", "fingerprint": "1acedff219c1ad3d0493602a271f62eb058e79aac9f82b78b0c31f71b44f83d1", "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": {"bug_fix": 1, "deployment_env_gap": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#359", "issue_number": "359", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-20caea57e29240b3", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#359\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#359\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#359\nRepo: wordingone/ember\nIssue/PR number: 359\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 17\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'commit': 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, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- 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/wordingone/ember", "source_id": "graph-query-motif_query-aebe54416508f551", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335264, "scanner": "foundry_dataset", "fingerprint": "fa7719e7be4a7f1fb5357044e30791c70e15e0e700c82d1a82d5688decedd59b", "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": {"bug_fix": 4, "security_or_secrets": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#358", "issue_number": "358", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bcefff85c07b5474", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#358\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#358\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#358\nRepo: wordingone/ember\nIssue/PR number: 358\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, '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: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-5ffe46648956e7e9", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335263, "scanner": "foundry_dataset", "fingerprint": "d6c8f9511efdcc4914987517c2772d5e806ac53b18f60ac3ebcdd8ae69c5299b", "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": {"bug_fix": 4, "security_or_secrets": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#355", "issue_number": "355", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c499ccaea03a0980", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#355\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#355\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#355\nRepo: wordingone/ember\nIssue/PR number: 355\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, '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: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-581612d67fb0595b", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335262, "scanner": "foundry_dataset", "fingerprint": "570b0435aa95b96dfae773d559b22c7978ad781cafc76a6fc63305147c75a50d", "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": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#318", "issue_number": "318", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-85e300a21891cdba", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#318\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#318\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#318\nRepo: wordingone/ember\nIssue/PR number: 318\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-be9d95886a560833", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335261, "scanner": "foundry_dataset", "fingerprint": "d1e803e183aea8b34c35d9ea338c393dce526b7502f2aa68c9048a6e499fa816", "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": "wordingone/ember#251", "issue_number": "251", "quality_tiers": {"unresolved": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-4ee2a09cba232525", "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: wordingone/ember\nThread: wordingone/ember#251\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#251\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#251\nRepo: wordingone/ember\nIssue/PR number: 251\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/wordingone/ember", "source_id": "graph-query-motif_query-3ca80b508ad673f5", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335260, "scanner": "foundry_dataset", "fingerprint": "cc92557450a5be01b763d9c25e0bda9027d2f903204be6297ad801d802f4aaff", "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": {"bug_fix": 3, "dependency_or_build": 2, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#250", "issue_number": "250", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-3dba0a1572cab352", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#250\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#250\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#250\nRepo: wordingone/ember\nIssue/PR number: 250\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-469eb0e81286adcf", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335259, "scanner": "foundry_dataset", "fingerprint": "79066109b3dfbb110aa436e67039f45637d7a1b62bb842d67e9919278d3d5d64", "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": {"bug_fix": 4, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 15, "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, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#247", "issue_number": "247", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-6184364ef27e8294", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#247\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#247\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#247\nRepo: wordingone/ember\nIssue/PR number: 247\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 15\nNode types: {'commit': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 4, '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: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 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/wordingone/ember", "source_id": "graph-query-motif_query-8d064baa9991afcb", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335258, "scanner": "foundry_dataset", "fingerprint": "f7e11e9fe4ccd04c272c1df67b04d32261b9fe0a893d2b2909187803fec4edd3", "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": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#236", "issue_number": "236", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-6313ea2b680ec1b6", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#236\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#236\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#236\nRepo: wordingone/ember\nIssue/PR number: 236\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-95a4c44d340ff7c9", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335257, "scanner": "foundry_dataset", "fingerprint": "6f9ef3e5a1a68129815678e5c1a994936d5053bfd63daeeff6dde30fa4556809", "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": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#173", "issue_number": "173", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-073ff2564debd701", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#173\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#173\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#173\nRepo: wordingone/ember\nIssue/PR number: 173\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-3c4b9956091c3cec", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: wordingone/ember"}, "properties": {"repobilityId": 335256, "scanner": "foundry_dataset", "fingerprint": "207fd66fc6b3a3e9d3cbf9b22a1b52f7d9f87568e0e227fbe4edbf0d0c7ce7c4", "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": {"bug_fix": 6, "security_or_secrets": 1, "security_auth_secret": 2, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 4}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "wordingone/ember#164", "issue_number": "164", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "wordingone/ember", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-5098813363252cca", "graph_gold_label": "weak_supervision_needs_review", "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: weak_supervision_needs_review\nRepo: wordingone/ember\nThread: wordingone/ember#164\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wordingone/ember\nThread: wordingone/ember#164\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#164\nRepo: wordingone/ember\nIssue/PR number: 164\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 28\nNode types: {'commit': 7, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_has_ci': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'claimed_resolved_unverified': 4, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ci_pending_or_incomplete': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 4}\nCI labels: {'ci_pending_or_incomplete': 4}\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/wordingone/ember", "source_id": "graph-query-motif_query-87d57abe642af667", "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": "wordingone/ember", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: wordingone/ember"}, "properties": {"repobilityId": 327433, "scanner": "foundry_dataset", "fingerprint": "5df901ecc233230c7edc00d52db4e4a51c8a21d9193248d6d45a9a49ea12a64f", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#423", "issue_number": "423", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0bfe3f85c7999402", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "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: wordingone/ember\nThread: wordingone/ember#423\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: wordingone/ember\nThread: wordingone/ember#423\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#423\nRepo: wordingone/ember\nIssue/PR number: 423\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-d893a02c2cd2ae77", "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": "wordingone/ember", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: wordingone/ember"}, "properties": {"repobilityId": 327432, "scanner": "foundry_dataset", "fingerprint": "ade603e26a2f6b962cee747deeb6c10bce4db32d0918c1701fe8761795b746a1", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#420", "issue_number": "420", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-de401bcb15387b0d", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "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: wordingone/ember\nThread: wordingone/ember#420\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: wordingone/ember\nThread: wordingone/ember#420\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#420\nRepo: wordingone/ember\nIssue/PR number: 420\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\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/wordingone/ember", "source_id": "graph-query-motif_query-7c2e6fd417093e1b", "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": "wordingone/ember", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: wordingone/ember"}, "properties": {"repobilityId": 327431, "scanner": "foundry_dataset", "fingerprint": "d135c3d49e061eb3fb6a8321eac7a48e85f1260ae04f22154d66918e15179c5e", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 4, "mock_placeholder": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 15, "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, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "wordingone/ember#410", "issue_number": "410", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "wordingone/ember", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d60f4e3b5e45a3ff", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "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: wordingone/ember\nThread: wordingone/ember#410\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: wordingone/ember\nThread: wordingone/ember#410\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wordingone/ember#410\nRepo: wordingone/ember\nIssue/PR number: 410\nGraph consistency label: supported_by_high_confidence_link\nNodes: 13\nEdges: 15\nNode types: {'commit': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 4, '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: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_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/wordingone/ember", "source_id": "graph-query-motif_query-639a58ced370e309", "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": "wordingone/ember", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: wordingone/ember"}, "properties": {"repobilityId": 327430, "scanner": "foundry_dataset", "fingerprint": "90f1e70fb1081a94b7354cc60691277b4eb413e3afffbec32416b8863f6f7443", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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"properties": {"repobilityId": "8489972d2bf3b391", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "8d6c182f93f38751", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "72a126a6844d994e", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", 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"message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp30d_shard_gate.py:77"}, "properties": {"repobilityId": "8523a256f6970f0d", "scanner": "scanner-primary", "fingerprint": "1fb34564df1e1026", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-7a49e71dac9d4338", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/token_shards_v0.py:506"}, "properties": {"repobilityId": "410737c2e59f2dec", "scanner": "scanner-primary", "fingerprint": "7a49e71dac9d4338", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-9f4264bb379ea9ef", "level": "none", "message": {"text": "Commented-code block (11 lines) in scripts/r2_arms.py:186"}, "properties": {"repobilityId": "23572bf0380a7507", "scanner": "scanner-primary", "fingerprint": "9f4264bb379ea9ef", "layer": "quality", 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"message": {"text": "Legacy-named symbol `v0_guard_unused` in scripts/timeshare_pretrain.py:1895"}, "properties": {"repobilityId": "10d7e0156398f41c", "scanner": "scanner-primary", "fingerprint": "d6b5909510cded3d", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-e9ae5ab331d12e4b", "level": "none", "message": {"text": "Commented-code block (8 lines) in scripts/timeshare_pretrain.py:91"}, "properties": {"repobilityId": "55730840bfea48b4", "scanner": "scanner-primary", "fingerprint": "e9ae5ab331d12e4b", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-c472f6689f675f46", "level": "note", "message": {"text": "Legacy-named symbol `wsl9p_probe_v1` in scripts/wsl9p_probe.py:357"}, "properties": {"repobilityId": "d429226391e24f56", "scanner": "scanner-primary", "fingerprint": "c472f6689f675f46", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-38243743b04ede94", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/wsl9p_probe.py:31"}, "properties": {"repobilityId": "c719d326515e2a9d", "scanner": "scanner-primary", "fingerprint": "38243743b04ede94", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-07b9f080f31feee7", "level": "none", "message": {"text": "Commented-code block (7 lines) in scripts/t2_r1_q15.py:4"}, "properties": {"repobilityId": "dc4a2ccb4740eadf", "scanner": "scanner-primary", "fingerprint": "07b9f080f31feee7", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-16efb4cfe36035d5", "level": "none", "message": {"text": "Commented-code block (8 lines) in scripts/fp33_fp8_linear_ab.py:144"}, "properties": {"repobilityId": "d29f52dc85c56dc6", "scanner": "scanner-primary", "fingerprint": "16efb4cfe36035d5", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b8ec2027e52767f4", "level": "none", "message": {"text": "Commented-code block (8 lines) in scripts/fp24_verdict.py:53"}, "properties": {"repobilityId": "4fd03349bc4e74fc", "scanner": "scanner-primary", "fingerprint": "b8ec2027e52767f4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-4704e3fe8981cada", "level": "none", "message": {"text": "Commented-code block (12 lines) in scripts/fp25b_coverage.py:4"}, "properties": {"repobilityId": "74597eb2eafe9e99", "scanner": "scanner-primary", "fingerprint": "4704e3fe8981cada", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-ddd47efb9ff1e1d8", "level": "none", "message": {"text": "Commented-code block (7 lines) in scripts/dgate_sft_recall.py:5"}, "properties": {"repobilityId": "d9af1ad660fde616", "scanner": "scanner-primary", "fingerprint": "ddd47efb9ff1e1d8", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-c04fc6354fbca427", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/selective_recompute_ab.py:514"}, "properties": {"repobilityId": "d0fa35b3d9f8d740", "scanner": "scanner-primary", "fingerprint": "c04fc6354fbca427", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-62982b3ed4e0b4b3", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp32_e1b_gate.py:89"}, "properties": {"repobilityId": "89dd0265f6c34ab5", "scanner": "scanner-primary", "fingerprint": "62982b3ed4e0b4b3", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-bbef5b1b47a297e5", "level": "none", "message": {"text": "Commented-code block (8 lines) in scripts/v0_pretrain_launch_gate.py:110"}, "properties": {"repobilityId": "5d8f003f424d1b00", "scanner": "scanner-primary", "fingerprint": "bbef5b1b47a297e5", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-4be254a4288d6aab", "level": "note", "message": {"text": "Legacy-named symbol `total_delta_vs_old` in scripts/tokenizer_freeze.py:350"}, "properties": {"repobilityId": "e1c88ded5dde9aed", "scanner": "scanner-primary", "fingerprint": "4be254a4288d6aab", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-3ffb16f7993ac911", "level": "none", "message": {"text": "Commented-code block (10 lines) in scripts/tokenizer_freeze.py:57"}, "properties": {"repobilityId": "8eee66228d02a21a", "scanner": "scanner-primary", "fingerprint": "3ffb16f7993ac911", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-867e5308495b76d8", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/t1_probe.py:353"}, "properties": {"repobilityId": "82137db965a1e091", "scanner": "scanner-primary", "fingerprint": "867e5308495b76d8", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b06138cda63e5a19", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/fp27b_round1_verdict.py:233"}, "properties": {"repobilityId": "e6f746b40262347d", "scanner": "scanner-primary", "fingerprint": "b06138cda63e5a19", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-ae017b7f0023bd3b", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp27b_round1_verdict.py:230"}, "properties": {"repobilityId": "0b00246253ee49d9", "scanner": "scanner-primary", "fingerprint": "ae017b7f0023bd3b", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-c7ad6cfdbabf5958", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/t3_seed.py:57"}, "properties": {"repobilityId": "82501108a3a52750", "scanner": "scanner-primary", "fingerprint": "c7ad6cfdbabf5958", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-5dbce996be25e8bc", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/w1_mbpp.py:234"}, "properties": {"repobilityId": "d217abfbcd6b1062", "scanner": "scanner-primary", "fingerprint": "5dbce996be25e8bc", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-49dba39fa91fcca2", "level": "note", "message": {"text": "Legacy-named symbol `padded_slots_unused` in scripts/corpus_mix.py:113"}, "properties": {"repobilityId": "2e1132259b21a2b2", "scanner": "scanner-primary", "fingerprint": "49dba39fa91fcca2", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-c58527a0a6ce418b", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/corpus_acquire.py:149"}, "properties": {"repobilityId": "f594a19ff09ad279", "scanner": "scanner-primary", "fingerprint": "c58527a0a6ce418b", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-244adf8e6521ba12", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/fp25b_eval_val.py:4"}, "properties": {"repobilityId": "1ac81e08cbf1fcbf", "scanner": "scanner-primary", "fingerprint": "244adf8e6521ba12", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-c17658d392875f20", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/fp29_kill_synthesis_gate.py:85"}, "properties": {"repobilityId": "c6b825f0e4734255", "scanner": "scanner-primary", "fingerprint": "c17658d392875f20", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b2c555adca843376", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/t2_r2_sft.py:140"}, "properties": {"repobilityId": "d7c3e293658ea612", "scanner": "scanner-primary", "fingerprint": "b2c555adca843376", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b0220485ae997f78", "level": "none", "message": {"text": "Commented-code block (9 lines) in scripts/density_ab_verdict.py:88"}, "properties": {"repobilityId": "3bf7c212abd25156", "scanner": "scanner-primary", "fingerprint": "b0220485ae997f78", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-d4afa66e72da6910", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp33_e3_install_datasets.py:18"}, "properties": {"repobilityId": "f3378a301b6eaa50", "scanner": "scanner-primary", "fingerprint": "d4afa66e72da6910", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-1961a9d3107ba41d", "level": "note", "message": {"text": "Legacy-named symbol `f_old` in scripts/fp30b_register_deviations.py:182"}, "properties": {"repobilityId": "27fcb7e0fd6c3b41", "scanner": "scanner-primary", "fingerprint": "1961a9d3107ba41d", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-5d7a6f3560188c3f", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/fp30b_register_deviations.py:356"}, "properties": {"repobilityId": "7fa0ef103ec5cfba", "scanner": "scanner-primary", "fingerprint": "5d7a6f3560188c3f", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-5e1a99c5b56ba9e5", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fp30b_register_deviations.py:92"}, "properties": {"repobilityId": "1e3dcd0e715ea20e", "scanner": "scanner-primary", "fingerprint": "5e1a99c5b56ba9e5", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-c7a23e52e9f47a28", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/heartbeat_runner.py:164"}, "properties": {"repobilityId": "3891966386baf245", "scanner": "scanner-primary", "fingerprint": "c7a23e52e9f47a28", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-7a779b65a01bcd97", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/w2_r2_ingest.py:4"}, "properties": {"repobilityId": "ebe6331c5cfe3c7a", "scanner": "scanner-primary", "fingerprint": "7a779b65a01bcd97", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-95e084550e81e69a", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/c04_pick_rehearsal.py:41"}, "properties": {"repobilityId": "9482ead2c4c7f045", "scanner": "scanner-primary", "fingerprint": "95e084550e81e69a", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-7ccb9ab971c776f9", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/fp25b_eval_train.py:4"}, "properties": {"repobilityId": "83b54720a0bbefbd", "scanner": "scanner-primary", "fingerprint": "7ccb9ab971c776f9", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-e2440c31eb7523fa", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/t2_grpo.py:211"}, "properties": {"repobilityId": "9f644f45e14dcabd", "scanner": "scanner-primary", "fingerprint": "e2440c31eb7523fa", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-45f23882933cca25", "level": "none", "message": {"text": "Commented-code block (11 lines) in scripts/ledger_dedup.py:368"}, "properties": {"repobilityId": "816c4cbbf016c48d", "scanner": "scanner-primary", "fingerprint": "45f23882933cca25", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-6a643549c68840ee", "level": "note", "message": {"text": "Legacy-named symbol `ledger_content_v1` in scripts/p_gate.py:480"}, "properties": {"repobilityId": "e12923027a22699e", "scanner": "scanner-primary", "fingerprint": "6a643549c68840ee", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-c3f5c926296f4758", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/p_gate.py:168"}, "properties": {"repobilityId": "d860062a3e0e6fc8", "scanner": "scanner-primary", "fingerprint": "c3f5c926296f4758", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-6a9f363135943c56", "level": "none", "message": {"text": "Commented-code block (6 lines) in scripts/t2_cap.py:40"}, "properties": {"repobilityId": "6426eea46afd3995", "scanner": "scanner-primary", "fingerprint": "6a9f363135943c56", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-8d0502e27d430c66", "level": "none", "message": {"text": "Commented-code block (7 lines) in scripts/fp27_round1_prereg.py:92"}, "properties": {"repobilityId": "773ac51975c6a4d0", "scanner": "scanner-primary", "fingerprint": "8d0502e27d430c66", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-dd145c28f55d11af", "level": "note", "message": {"text": "Legacy-named symbol `model_pt_copy` in scripts/nck/ember_shakedown.py:319"}, "properties": {"repobilityId": "1617c46086bd235f", "scanner": "scanner-primary", "fingerprint": "dd145c28f55d11af", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-83b0093aeed57869", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/nck/selftest_event_loop.py:232"}, "properties": {"repobilityId": "5e3d3d9cafb3b597", "scanner": "scanner-primary", "fingerprint": "83b0093aeed57869", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-99db1651fca1d7d3", "level": "note", "message": {"text": "Legacy-named symbol `model_pt_copy` in scripts/nck/checkpoint_probe.py:559"}, "properties": {"repobilityId": "faf8da9d815cb02b", "scanner": "scanner-primary", "fingerprint": "99db1651fca1d7d3", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-8225763c65894ce6", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/checkpoint_probe.py:526"}, "properties": {"repobilityId": "31af5cd2ba6c1e75", "scanner": "scanner-primary", "fingerprint": "8225763c65894ce6", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-6779d14c3fc32709", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/activation_receipt.py:90"}, "properties": {"repobilityId": "c24a41b7ef01ef54", "scanner": "scanner-primary", "fingerprint": "6779d14c3fc32709", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-7b012ffe43f457e4", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/selftest_b_run_designation.py:147"}, "properties": {"repobilityId": "a09d274eb440e8ea", "scanner": "scanner-primary", "fingerprint": "7b012ffe43f457e4", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-9ba36e2e6fc1f3ac", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/round_local_loop.py:185"}, "properties": {"repobilityId": "8bec9912aa3dbb70", "scanner": "scanner-primary", "fingerprint": "9ba36e2e6fc1f3ac", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-f7f32aebe738f54f", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nck/invariants.py:100"}, "properties": {"repobilityId": "da4330ab49b1caca", "scanner": "scanner-primary", "fingerprint": "f7f32aebe738f54f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-2e535a7d4781dc7c", "level": "note", "message": {"text": "Legacy-named symbol `_receipts_listing_v2` in scripts/nck/selftest_replay_rig.py:64"}, "properties": {"repobilityId": "80377583b1792e98", "scanner": "scanner-primary", "fingerprint": "2e535a7d4781dc7c", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-76a2f6818267a9a8", "level": "note", "message": {"text": "Near-duplicate function bodies in 8 places"}, "properties": {"repobilityId": "62ad779cc4d9875d", "scanner": "scanner-primary", "fingerprint": "76a2f6818267a9a8", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "754177dc01d10143", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "9ffacc101510584f", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "81681dc043912fec", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": 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"confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "674aa575d9e571f8", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "dd8e9542f3533d6f", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "6458886e667b9f07", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": 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