{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: VincentChoi33/address-to-digital-twin-mvp", "shortDescription": {"text": "Foundry mined blueprint gap alignment: VincentChoi33/address-to-digital-twin-mvp"}, "fullDescription": {"text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nRepo: VincentChoi33/address-to-digital-twin-mvp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNode"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_test_ci_gap", "name": "Foundry mined test ci gap after feedback: VincentChoi33/address-to-digital-twin-mvp", "shortDescription": {"text": "Foundry mined test ci gap after feedback: VincentChoi33/address-to-digital-twin-mvp"}, "fullDescription": {"text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nRepo: VincentChoi33/address-to-digital-twin-mvp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 39\nEdges: 67\nNode typ"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "scanner-8d6a81f4c9365dfa", "name": "Possibly dead Python function: log_message", "shortDescription": {"text": "Possibly dead Python function: log_message"}, "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-73306f3f258bf0a6", "name": "Possibly dead Python function: read_json", "shortDescription": {"text": "Possibly dead Python function: read_json"}, "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-19b15216d568f986", "name": "Possibly dead Python function: do_POST", "shortDescription": {"text": "Possibly dead Python function: do_POST"}, "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-c990f99c0795d675", "name": "Possibly dead Python function: log_message", "shortDescription": {"text": "Possibly dead Python function: log_message"}, "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-316c5cd15b908706", "name": "Stray `console.log` in TS/JS \u2014 src/nvidia/runPreflight.ts:13", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 src/nvidia/runPreflight.ts:13"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5591320fb3e627c0", "name": "Stray `console.log` in TS/JS \u2014 src/nvidia/validatePackage.ts:7", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 src/nvidia/validatePackage.ts:7"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5cb4f1ef171540ac", "name": "Stray `console.log` in TS/JS \u2014 src/nvidia/packageHandoff.ts:12", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 src/nvidia/packageHandoff.ts:12"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ba1f47471da661bc", "name": "Stray `console.log` in TS/JS \u2014 src/nvidia/exportOmniversePackage.ts:108", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 src/nvidia/exportOmniversePackage.ts:108"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ad1814bf2fbe6cec", "name": "Stray `console.log` in TS/JS \u2014 src/core/runAddressTwin.ts:93", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 src/core/runAddressTwin.ts:93"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4822918cf745674f", "name": "Insecure pattern 'direct_innerhtml_assignment' in public/reports/address_twin_mvp_upgrade_report.html:70", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in public/reports/address_twin_mvp_upgrade_report.html:70"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ca4019c43e2634a2", "name": "Insecure pattern 'node_child_process' in src/nvidia/preflight.ts:1", "shortDescription": {"text": "Insecure pattern 'node_child_process' in src/nvidia/preflight.ts:1"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d9987c10d5e40fbf", "name": "Insecure pattern 'node_child_process' in src/nvidia/exportOmniversePackage.ts:2", "shortDescription": {"text": "Insecure pattern 'node_child_process' in src/nvidia/exportOmniversePackage.ts:2"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-55dedeee379bbd2f", "name": "Insecure pattern 'direct_innerhtml_assignment' in src/app/ui.ts:264", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in src/app/ui.ts:264"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-becceb3d7d32e51f", "name": "Insecure pattern 'direct_innerhtml_assignment' in src/app/main.ts:102", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in src/app/main.ts:102"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "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-ce0ffcecdbb8d028", "name": "Very large file: deploy/server.py (1733 lines)", "shortDescription": {"text": "Very large file: deploy/server.py (1733 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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 38 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 12 placeholder/mock markers across 9 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-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-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-e6d87d73a79d4202", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_register_key.py:119", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_register_key.py:119"}, "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-6764a0d44c8f40c4", "name": "Stub function `log_message` (body is just `pass`/`return`) \u2014 scripts/nvidia_ovstream_smoke_server.py:97", "shortDescription": {"text": "Stub function `log_message` (body is just `pass`/`return`) \u2014 scripts/nvidia_ovstream_smoke_server.py:97"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b0a11eaba4aaf6b8", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_content_agents.py:201", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_content_agents.py:201"}, "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-3edc720b26d60ff9", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_simready_validate.py:68", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_simready_validate.py:68"}, "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-148d74bea2ecafc8", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_remote_finish.py:242", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nvidia_remote_finish.py:242"}, "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-f823421d5f96d19a", "name": "Commented-code block (7 lines) in src/water/solver.ts:3", "shortDescription": {"text": "Commented-code block (7 lines) in src/water/solver.ts:3"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d332452065c24507", "name": "Commented-code block (5 lines) in src/scene/terrain.ts:132", "shortDescription": {"text": "Commented-code block (5 lines) in src/scene/terrain.ts:132"}, "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-b67ad37c376f61e7", "name": "Stub function `log_message` (body is just `pass`/`return`) \u2014 src/samples/sadang_317_6/omniverse/nvidia_ovstream_smoke_se", "shortDescription": {"text": "Stub function `log_message` (body is just `pass`/`return`) \u2014 src/samples/sadang_317_6/omniverse/nvidia_ovstream_smoke_server.py:97"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a9836457f7ec50c4", "name": "23 env vars used in code but missing from .env.example", "shortDescription": {"text": "23 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `CONTENT_AGENTS_MATERIAL_GPU`, `CONTENT_AGENTS_PHYSICS_GPU`, `CONTENT_AGENTS_UPSTREAM_ROOT`, `GEMMA_MODEL`, `HOME`, `HOST`, `INFERENCE_NVIDIA_API_KEY`, `JUSO_CONFIRM_KEY` + 15 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "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/nvidia_ovstream_smoke_server.py:do_GET, src/samples/sadang_317_6/omniverse/nvidia_ovstream_smoke_server.py:do_GET\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-49c98f7cedd9c977", "name": "Near-duplicate function bodies in 4 places", "shortDescription": {"text": "Near-duplicate function bodies in 4 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/nvidia_content_agents.py:load_json, scripts/nvidia_finish.py:load_json, scripts/nvidia_remote_finish.py:load_json, scripts/nvidia_acceptance.py:load_json\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-33a6b62e30ce7ab4", "name": "Near-duplicate function bodies in 6 places", "shortDescription": {"text": "Near-duplicate function bodies in 6 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/nvidia_content_agents.py:write_reports, scripts/nvidia_finish.py:write_reports, scripts/nvidia_content_agents_deploy_audit.py:write_reports, scripts/nvidia_remote_finish.py:write_reports\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}}]}}, "automationDetails": {"id": "repobility/22256"}, "properties": {"repository": "VincentChoi33/address-to-digital-twin-mvp", "repoUrl": "https://github.com/VincentChoi33/address-to-digital-twin-mvp", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: VincentChoi33/address-to-digital-twin-mvp"}, "properties": {"repobilityId": 345567, "scanner": "foundry_dataset", "fingerprint": "b92d29c8876a74d035aa9bbcc24d8535273b7a951caa7924cd437becdaaf279f", "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_or_ci": 4, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 2, "ui_or_frontend": 13, "dependency_or_build": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 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": 67, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 20, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 39, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 20, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "VincentChoi33/address-to-digital-twin-mvp#2", "issue_number": "2", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "VincentChoi33/address-to-digital-twin-mvp", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8a371fe3ae42655a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 16, "docs_or_claims": 8, "ui_or_frontend": 52, "dependency_or_build": 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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nRepo: VincentChoi33/address-to-digital-twin-mvp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 39\nEdges: 67\nNode types: {'pr_file': 20, 'link_quality': 5, 'commit': 4, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 20, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 5, 'comment_chain_links_commit': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'ui_or_frontend': 13, 'test_or_ci': 4, 'claimed_resolved_with_verification_signal': 3, 'docs_or_claims': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'dependency_or_build': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/VincentChoi33/address-to-digital-twin-mvp", "source_id": "graph-query-motif_query-03b0e388e4171a1f", "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": "VincentChoi33/address-to-digital-twin-mvp", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: VincentChoi33/address-to-digital-twin-mvp"}, "properties": {"repobilityId": 345566, "scanner": "foundry_dataset", "fingerprint": "9f6eb1fbfb2c47a21e2840cc0562df4b664d16feae3f455f048b48de0a2f2647", "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_or_ci": 7, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 2, "ui_or_frontend": 23, "source_or_other": 1, "dependency_or_build": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "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": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 34, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 54, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 34, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "VincentChoi33/address-to-digital-twin-mvp#1", "issue_number": "1", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "VincentChoi33/address-to-digital-twin-mvp", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d60ec3a8c2dbf09f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 28, "docs_or_claims": 8, "ui_or_frontend": 92, "source_or_other": 4, "dependency_or_build": 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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#1\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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: VincentChoi33/address-to-digital-twin-mvp#1\nRepo: VincentChoi33/address-to-digital-twin-mvp\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 54\nEdges: 82\nNode types: {'pr_file': 34, 'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 34, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'ui_or_frontend': 23, 'test_or_ci': 7, 'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'source_or_other': 1, 'dependency_or_build': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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": 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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_or_ci": 4, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 2, "ui_or_frontend": 13, "dependency_or_build": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 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": 67, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 20, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 39, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 20, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "VincentChoi33/address-to-digital-twin-mvp#2", "issue_number": "2", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "VincentChoi33/address-to-digital-twin-mvp", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f7543b2d33b453ef", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 16, "docs_or_claims": 8, "ui_or_frontend": 52, "dependency_or_build": 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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: VincentChoi33/address-to-digital-twin-mvp#2\nRepo: VincentChoi33/address-to-digital-twin-mvp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 39\nEdges: 67\nNode types: {'pr_file': 20, 'link_quality': 5, 'commit': 4, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 20, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 5, 'comment_chain_links_commit': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'ui_or_frontend': 13, 'test_or_ci': 4, 'claimed_resolved_with_verification_signal': 3, 'docs_or_claims': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'dependency_or_build': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/VincentChoi33/address-to-digital-twin-mvp", "source_id": "graph-query-motif_query-3e0a34c2f94413f7", "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": "VincentChoi33/address-to-digital-twin-mvp", "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: VincentChoi33/address-to-digital-twin-mvp"}, "properties": {"repobilityId": 336872, "scanner": "foundry_dataset", "fingerprint": "b4f4ab95ccf296b95c7971d998ece4aabb381cb963c4536fa21fb59519ac9424", "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_or_ci": 7, "test_ci_gap": 1, "commit_general": 1, "docs_or_claims": 2, "ui_or_frontend": 23, "source_or_other": 1, "dependency_or_build": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "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": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 34, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 54, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 34, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "VincentChoi33/address-to-digital-twin-mvp#1", "issue_number": "1", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "VincentChoi33/address-to-digital-twin-mvp", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b275921111be251e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 28, "docs_or_claims": 8, "ui_or_frontend": 92, "source_or_other": 4, "dependency_or_build": 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: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#1\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: VincentChoi33/address-to-digital-twin-mvp\nThread: VincentChoi33/address-to-digital-twin-mvp#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR 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