{"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": "scanner-d7435ed3a5b692a0", "name": "Possibly dead Python function: save_regime_history", "shortDescription": {"text": "Possibly dead Python function: save_regime_history"}, "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-2367e8ecb68d706c", "name": "Possibly dead Python function: import_from_csv", "shortDescription": {"text": "Possibly dead Python function: import_from_csv"}, "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-b43d877f4da1b788", "name": "Possibly dead Python function: export_to_csv", "shortDescription": {"text": "Possibly dead Python function: export_to_csv"}, "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-85ef7037d1971f21", "name": "Possibly dead Python function: fetch_series", "shortDescription": {"text": "Possibly dead Python function: fetch_series"}, "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-39cfe1709a1b3479", "name": "Possibly dead Python function: fetch_mvrv", "shortDescription": {"text": "Possibly dead Python function: fetch_mvrv"}, "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-d910103823cdd139", "name": "Possibly dead Python function: fetch_exchange_whale_ratio", "shortDescription": {"text": "Possibly dead Python function: fetch_exchange_whale_ratio"}, "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-97bf38d2854b6af4", "name": "Possibly dead Python function: save_rules", "shortDescription": {"text": "Possibly dead Python function: save_rules"}, "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-1e232665dfd913a8", "name": "Possibly dead Python function: run_decision_pipeline", "shortDescription": {"text": "Possibly dead Python function: run_decision_pipeline"}, "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-243422f332099946", "name": "Possibly dead Python function: test_vol_to_volume", "shortDescription": {"text": "Possibly dead Python function: test_vol_to_volume"}, "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-ae1b896ea41d6fe0", "name": "Possibly dead Python function: test_volume_to_fees", "shortDescription": {"text": "Possibly dead Python function: test_volume_to_fees"}, "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-50f36b57b469a4d0", "name": "Possibly dead Python function: test_fees_to_buybacks", "shortDescription": {"text": "Possibly dead Python function: test_fees_to_buybacks"}, "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-297c6bb5929da4af", "name": "Possibly dead Python function: test_buybacks_to_price", "shortDescription": {"text": "Possibly dead Python function: test_buybacks_to_price"}, "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-8b71451c2478f202", "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-fbc17c17d5d3c4ab", "name": "Possibly dead Python function: panel_price_spread", "shortDescription": {"text": "Possibly dead Python function: panel_price_spread"}, "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-b799bf83460d643f", "name": "Possibly dead Python function: panel_book_depth", "shortDescription": {"text": "Possibly dead Python function: panel_book_depth"}, "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-8efe88f3e02be810", "name": "Possibly dead Python function: panel_trade_flow", "shortDescription": {"text": "Possibly dead Python function: panel_trade_flow"}, "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-21486040640838f3", "name": "Possibly dead Python function: panel_microstructure", "shortDescription": {"text": "Possibly dead Python function: panel_microstructure"}, "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-a61a4c4326362161", "name": "Possibly dead Python function: panel_entropy_regime", "shortDescription": {"text": "Possibly dead Python function: panel_entropy_regime"}, "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-56260fa3b6590ad0", "name": "Possibly dead Python function: panel_feature_heatmap", "shortDescription": {"text": "Possibly dead Python function: panel_feature_heatmap"}, "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-04e7c9f3b2d290f5", "name": "Possibly dead Python function: panel_toxicity", "shortDescription": {"text": "Possibly dead Python function: panel_toxicity"}, "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-ff4ee84bc4d4da68", "name": "Possibly dead Python function: panel_trend_regime", "shortDescription": {"text": "Possibly dead Python function: panel_trend_regime"}, "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-8a7c659dffb8c7ff", "name": "Possibly dead Python function: panel_funding_oi", "shortDescription": {"text": "Possibly dead Python function: panel_funding_oi"}, "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-55ccca38301b75b3", "name": "Possibly dead Python function: panel_illiquidity", "shortDescription": {"text": "Possibly dead Python function: panel_illiquidity"}, "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-24c3199c6dd999d5", "name": "Possibly dead Python function: panel_multiscale_entropy", "shortDescription": {"text": "Possibly dead Python function: panel_multiscale_entropy"}, "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-79bccea21f83e9d0", "name": "Possibly dead Python function: panel_cross_interactions", "shortDescription": {"text": "Possibly dead Python function: panel_cross_interactions"}, "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-697a5ed9ec0fd366", "name": "Possibly dead Python function: purged_kfold_evaluate", "shortDescription": {"text": "Possibly dead Python function: purged_kfold_evaluate"}, "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-c025ba5596640353", "name": "Possibly dead Python function: add_tags", "shortDescription": {"text": "Possibly dead Python function: add_tags"}, "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-3bbf5f47d0f309b8", "name": "Possibly dead Python function: cmd_analyze", "shortDescription": {"text": "Possibly dead Python function: cmd_analyze"}, "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-7dd5c5e25bb5a6d2", "name": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/near-misses.tsx:82", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/near-misses.tsx:82"}, "fullDescription": {"text": "A truncated value should reveal the full text on hover. Pass the full string via `title={...}` so the user can read it.\n\nWhy: P2 in CHECKLIST.md \u2014 truncate without hover-reveal.\nRule id: fq.truncate.no-title"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ffd3387a39393956", "name": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/hypothesis-table.tsx:74", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/hypothesis-table.tsx:74"}, "fullDescription": {"text": "A truncated value should reveal the full text on hover. Pass the full string via `title={...}` so the user can read it.\n\nWhy: P2 in CHECKLIST.md \u2014 truncate without hover-reveal.\nRule id: fq.truncate.no-title"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-55f42a4fc2f2bbeb", "name": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/hypothesis-feed.tsx:108", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 web/src/components/hypothesis-feed.tsx:108"}, "fullDescription": {"text": "A truncated value should reveal the full text on hover. Pass the full string via `title={...}` so the user can read it.\n\nWhy: P2 in CHECKLIST.md \u2014 truncate without hover-reveal.\nRule id: fq.truncate.no-title"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a5823f1252b6cda1", "name": "Dockerfile runs as root: web/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: web/Dockerfile"}, "fullDescription": {"text": "No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-213dadc0ee5a5b00", "name": "Docker base image is tag-pinned but not digest-pinned: node:22-alpine", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: node:22-alpine"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ca814c93502d1a5a", "name": "Insecure pattern 'cors_wildcard' in scripts/agent_dashboard.py:982", "shortDescription": {"text": "Insecure pattern 'cors_wildcard' in scripts/agent_dashboard.py:982"}, "fullDescription": {"text": "Found a known-risky pattern (cors_wildcard). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d6baf6ed7b0fd830", "name": "Insecure pattern 'subprocess_shell_true' in scripts/run_experiment.py:39", "shortDescription": {"text": "Insecure pattern 'subprocess_shell_true' in scripts/run_experiment.py:39"}, "fullDescription": {"text": "Found a known-risky pattern (subprocess_shell_true). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d71f71d4994278b8", "name": "Insecure pattern 'cors_wildcard' in scripts/dashboard.py:432", "shortDescription": {"text": "Insecure pattern 'cors_wildcard' in scripts/dashboard.py:432"}, "fullDescription": {"text": "Found a known-risky pattern (cors_wildcard). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-80730dd5b0fc6c7d", "name": "Insecure pattern 'direct_innerhtml_assignment' in scripts/experiment/static/dashboard.html:374", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in scripts/experiment/static/dashboard.html:374"}, "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-a6a51e3a95c4909d", "name": "Insecure pattern 'direct_innerhtml_assignment' in rust/ing/static/index.html:474", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in rust/ing/static/index.html:474"}, "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-27924aa79fa4a517", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/cache@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d048f234562b1fd6", "name": "Very large file: scripts/nightly_report.py (1247 lines)", "shortDescription": {"text": "Very large file: scripts/nightly_report.py (1247 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-8e6326e78c2927ba", "name": "Very large file: scripts/tests/test_reduction.py (2246 lines)", "shortDescription": {"text": "Very large file: scripts/tests/test_reduction.py (2246 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-adc076fc97642ef2", "name": "Very large file: scripts/tests/test_hierarchy.py (3003 lines)", "shortDescription": {"text": "Very large file: scripts/tests/test_hierarchy.py (3003 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-ea91ca58f77db234", "name": "Very large file: scripts/tests/test_characterize.py (1310 lines)", "shortDescription": {"text": "Very large file: scripts/tests/test_characterize.py (1310 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-b5cf7dbac0b7df14", "name": "Very large file: scripts/tests/test_derivatives.py (1473 lines)", "shortDescription": {"text": "Very large file: scripts/tests/test_derivatives.py (1473 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-7f6c20bdc470a274", "name": "Very large file: scripts/exploration/scalping_profiler.py (2333 lines)", "shortDescription": {"text": "Very large file: scripts/exploration/scalping_profiler.py (2333 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-15386659d3f1c181", "name": "Very large file: scripts/exploration/skeptical_validation.py (1965 lines)", "shortDescription": {"text": "Very large file: scripts/exploration/skeptical_validation.py (1965 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-2ad2028fdecc45f3", "name": "Very large file: scripts/agent/base.py (1292 lines)", "shortDescription": {"text": "Very large file: scripts/agent/base.py (1292 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-9b9fef19f9bdc186", "name": "Very large file: rust/api/src/routes/research.rs (2020 lines)", "shortDescription": {"text": "Very large file: rust/api/src/routes/research.rs (2020 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-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "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 2715 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 23 placeholder/mock markers across 18 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-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 license. 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-7cb2c11cd03a70b4", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/pipeline_runner.py:174", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/pipeline_runner.py:174"}, "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-d17c502dd64edc67", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/run_experiment.py:37", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/run_experiment.py:37"}, "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-b7715cea5fb6282d", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/oos_validate.py:78", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/oos_validate.py:78"}, "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-9dc1eed66bd0806a", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/nightly_report.py:629", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/nightly_report.py:629"}, "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-95a034b6d6e64b6f", "name": "Legacy-named symbol `model_v1` in scripts/tests/test_model_persistence.py:109", "shortDescription": {"text": "Legacy-named symbol `model_v1` in scripts/tests/test_model_persistence.py:109"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). 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Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-0d03a3d7c0419b6e", "name": "Legacy-named symbol `base_copy` in scripts/tests/test_config_inheritance.py:39", "shortDescription": {"text": "Legacy-named symbol `base_copy` in scripts/tests/test_config_inheritance.py:39"}, "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-0a63bb739262bd99", "name": "Commented-code block (6 lines) in scripts/tests/test_characterize.py:618", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/tests/test_characterize.py:618"}, "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-83f0689824a58b9d", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/agent/code_synth.py:152", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/agent/code_synth.py:152"}, "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-40b4d604fb8119f7", "name": "Legacy-named symbol `sig_copy` in scripts/agent/meta_daemon.py:287", "shortDescription": {"text": "Legacy-named symbol `sig_copy` in scripts/agent/meta_daemon.py:287"}, "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-2010cd918f3cb4c0", "name": "Legacy-named symbol `x_old` in scripts/algorithms/cascade_probability.py:196", "shortDescription": {"text": "Legacy-named symbol `x_old` in scripts/algorithms/cascade_probability.py:196"}, "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-6e8f462f7dba5f06", "name": "Stub function `reset` (body is just `pass`/`return`) \u2014 scripts/algorithms/meta_labeling.py:131", "shortDescription": {"text": "Stub function `reset` (body is just `pass`/`return`) \u2014 scripts/algorithms/meta_labeling.py:131"}, "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-ca245b1a284984ac", "name": "Stub function `reset` (body is just `pass`/`return`) \u2014 scripts/algorithms/hierarchical_combiner.py:198", "shortDescription": {"text": "Stub function `reset` (body is just `pass`/`return`) \u2014 scripts/algorithms/hierarchical_combiner.py:198"}, "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-da22df6a8cde8ab9", "name": "Stub function `reset` (body is just `pass`/`return`) \u2014 scripts/algorithms/regime_conditioned_lgbm.py:203", "shortDescription": {"text": "Stub function `reset` (body is just `pass`/`return`) \u2014 scripts/algorithms/regime_conditioned_lgbm.py:203"}, "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-3bbb5a8411ae269c", "name": "Legacy-named symbol `w_old` in scripts/algorithms/tests/test_knn_unit.py:90", "shortDescription": {"text": "Legacy-named symbol `w_old` in scripts/algorithms/tests/test_knn_unit.py:90"}, "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-c130e656e0c23944", "name": "Legacy-named symbol `cross_symbol_edge_v2` in scripts/analysis/cross_symbol_edge_v2.py:21", "shortDescription": {"text": "Legacy-named symbol `cross_symbol_edge_v2` in scripts/analysis/cross_symbol_edge_v2.py:21"}, "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-abd5d3ec0a22bf04", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/experiment/server.py:67", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/experiment/server.py:67"}, "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-f09dfb51f535c9ef", "name": "Commented-code block (6 lines) in scripts/strategies/scalp.py:202", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/strategies/scalp.py:202"}, "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-8320b355579f32f8", "name": "Commented-code block (5 lines) in scripts/eamm/tests/test_simulator.py:48", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/eamm/tests/test_simulator.py:48"}, "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-ea1cc5eea46f7160", "name": "Commented-code block (6 lines) in scripts/cluster_pipeline/preprocess.py:40", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/cluster_pipeline/preprocess.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-3f9b3f28e726a4bc", "name": "Commented-code block (5 lines) in scripts/cluster_pipeline/cluster.py:993", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/cluster_pipeline/cluster.py:993"}, "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-a7e01a1f2760cd14", "name": "Commented-code block (6 lines) in scripts/cluster_pipeline/transitions.py:304", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/cluster_pipeline/transitions.py:304"}, "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-27b6bee603304b0e", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/alpha/overnight_sweep.py:354", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/alpha/overnight_sweep.py:354"}, "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-35b04527a4454acf", "name": "`fetch()` without try/.catch or AbortSignal \u2014 web/src/lib/api.ts:134", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 web/src/lib/api.ts:134"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8e047ab7af03962f", "name": "7 env vars used in code but missing from .env.example", "shortDescription": {"text": "7 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `CLOB_API_KEY`, `CLOB_PASS_PHRASE`, `CLOB_SECRET`, `HL_PRIVATE_KEY`, `NEXT_PUBLIC_API_URL`, `NODE_ENV`, `PK`. 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:\nexploration/validation/regime_labeler.py:reset, exploration/validation/regime_labeler.py:reset\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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Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-32af5edd087acbbc", "name": "Unused endpoint: GET /api/events", "shortDescription": {"text": "Unused endpoint: GET /api/events"}, "fullDescription": {"text": "`scripts/experiment/server.py` declares `GET /api/events` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). 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