{"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-2df2bd23ad030cf6", "name": "Possibly dead Python function: fetch_top_agency", "shortDescription": {"text": "Possibly dead Python function: fetch_top_agency"}, "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-9576a0696c00b80e", "name": "Possibly dead Python function: ctier", "shortDescription": {"text": "Possibly dead Python function: ctier"}, "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-92a63a43e71c73bf", "name": "Possibly dead Python function: stier", "shortDescription": {"text": "Possibly dead Python function: stier"}, "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-a9ec8135693b940a", "name": "Possibly dead Python function: handle_starttag", "shortDescription": {"text": "Possibly dead Python function: handle_starttag"}, "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-6fba51e0d809ced3", "name": "Possibly dead Python function: handle_endtag", "shortDescription": {"text": "Possibly dead Python function: handle_endtag"}, "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-bb350f336e25c0b8", "name": "Possibly dead Python function: handle_data", "shortDescription": {"text": "Possibly dead Python function: handle_data"}, "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-008cd9a736c012c6", "name": "Possibly dead Python function: det_mediapipe", "shortDescription": {"text": "Possibly dead Python function: det_mediapipe"}, "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-dcc5d33344028d1e", "name": "Possibly dead Python function: det_mtcnn", "shortDescription": {"text": "Possibly dead Python function: det_mtcnn"}, "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-65f4bd62128c6894", "name": "Possibly dead Python function: handle_starttag", "shortDescription": {"text": "Possibly dead Python function: handle_starttag"}, "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-8356433b2543b4b7", "name": "Possibly dead Python function: handle_endtag", "shortDescription": {"text": "Possibly dead Python function: handle_endtag"}, "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-08e60dee5f44765e", "name": "Possibly dead Python function: handle_data", "shortDescription": {"text": "Possibly dead Python function: handle_data"}, "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-81b32e2da9806487", "name": "Possibly dead Python function: event_quarter", "shortDescription": {"text": "Possibly dead Python function: event_quarter"}, "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-66b9406937e7c50b", "name": "Possibly dead Python function: build_panel_WA", "shortDescription": {"text": "Possibly dead Python function: build_panel_WA"}, "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-514f2eb275bc4abc", "name": "Possibly dead Python function: build_panel_CT", "shortDescription": {"text": "Possibly dead Python function: build_panel_CT"}, "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-db57c46b5f728c4d", "name": "Possibly dead Python function: lab", "shortDescription": {"text": "Possibly dead Python function: lab"}, "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-363c7417f44bd469", "name": "Possibly dead Python function: binv", "shortDescription": {"text": "Possibly dead Python function: binv"}, "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-74ae726b9f814ef3", "name": "Possibly dead Python function: cmd_scan", "shortDescription": {"text": "Possibly dead Python function: cmd_scan"}, "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-9ac2f49b9b2f6598", "name": "Possibly dead Python function: cmd_promote", "shortDescription": {"text": "Possibly dead Python function: cmd_promote"}, "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-684c2b1ba39f62d6", "name": "Possibly dead Python function: handle_starttag", "shortDescription": {"text": "Possibly dead Python function: handle_starttag"}, "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-6d7c19ab48a73718", "name": "Possibly dead Python function: handle_endtag", "shortDescription": {"text": "Possibly dead Python function: handle_endtag"}, "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-f46cf66b39e63a04", "name": "Possibly dead Python function: handle_data", "shortDescription": {"text": "Possibly dead Python function: handle_data"}, "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-ee36864e82ba9a01", "name": "Possibly dead Python function: first_int", "shortDescription": {"text": "Possibly dead Python function: first_int"}, "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-2f97720a9a19aa34", "name": "Possibly dead Python function: has_voting_student", "shortDescription": {"text": "Possibly dead Python function: has_voting_student"}, "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-a0200ffb5dca32a4", "name": "Possibly dead Python function: has_voting_teacher", "shortDescription": {"text": "Possibly dead Python function: has_voting_teacher"}, "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-6a930e4be8587163", "name": "Possibly dead Python function: has_any_student", "shortDescription": {"text": "Possibly dead Python function: has_any_student"}, "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-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-ef142ba9d5923bd8", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "1 test file(s) for 103 source file(s) (ratio 0.01). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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 615 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-11825279136b53a3", "name": "CI is configured but no tests are detected", "shortDescription": {"text": "CI is configured but no tests are detected"}, "fullDescription": {"text": "A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal."}, "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: license, 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-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-f68d02effc4a96ac", "name": "Network/subprocess call without timeout or try/except \u2014 j7_proctoring/run_detectors.py:69", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 j7_proctoring/run_detectors.py:69"}, "fullDescription": {"text": "`urllib.request.urlretrieve(...)` 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-545a334499650f20", "name": "Commented-code block (5 lines) in j10_accountability/weight_space.py:130", "shortDescription": {"text": "Commented-code block (5 lines) in j10_accountability/weight_space.py:130"}, "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-a46c3cc54c58eff9", "name": "Commented-code block (6 lines) in j10_accountability/weight_dose.py:41", "shortDescription": {"text": "Commented-code block (6 lines) in j10_accountability/weight_dose.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-05415ed3c602bfab", "name": "Commented-code block (7 lines) in j3_admissions/analyze_did.py:59", "shortDescription": {"text": "Commented-code block (7 lines) in j3_admissions/analyze_did.py:59"}, "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-620f78a28334dad5", "name": "Network/subprocess call without timeout or try/except \u2014 j3_admissions/validate_fairtest.py:40", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 j3_admissions/validate_fairtest.py:40"}, "fullDescription": {"text": "`urllib.request.urlretrieve(...)` 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-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:\nscrape_usaspending.py:fetch_recipient_spending, scrape_usaspending.py:fetch_top_agency\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:\nj7_proctoring/run_detectors.py:run, j7_proctoring/run_detectors.py:run, j7_proctoring/run_detectors.py:run, j7_proctoring/run_detectors.py:run\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/23683"}, "properties": {"repository": "zl1212-ship-it/education-policy-care-audit", "repoUrl": "https://github.com/zl1212-ship-it/education-policy-care-audit", "branch": "main"}, "results": [{"ruleId": "scanner-2df2bd23ad030cf6", "level": "note", "message": {"text": "Possibly dead Python function: fetch_top_agency"}, "properties": {"repobilityId": "8f2a03dcf61f0397", "scanner": "scanner-primary", "fingerprint": "2df2bd23ad030cf6", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scrape_usaspending.py:66"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9576a0696c00b80e", "level": "note", "message": {"text": "Possibly dead Python function: ctier"}, "properties": {"repobilityId": "fbda419488184008", "scanner": "scanner-primary", "fingerprint": "9576a0696c00b80e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j2_audit/robustness_audit.py:45"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-92a63a43e71c73bf", "level": "note", "message": {"text": "Possibly dead Python function: stier"}, "properties": {"repobilityId": "c394a5c9365bca86", "scanner": "scanner-primary", "fingerprint": "92a63a43e71c73bf", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j2_audit/robustness_audit.py:47"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a9ec8135693b940a", "level": "note", "message": {"text": "Possibly dead Python function: handle_starttag"}, "properties": {"repobilityId": "3bf216d149959ebf", "scanner": "scanner-primary", "fingerprint": "a9ec8135693b940a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j7_proctoring/build_vendor_corpus.py:45"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6fba51e0d809ced3", "level": "note", "message": {"text": "Possibly dead Python function: handle_endtag"}, "properties": {"repobilityId": "7eb6f3decafc1766", "scanner": "scanner-primary", "fingerprint": "6fba51e0d809ced3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j7_proctoring/build_vendor_corpus.py:51"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-bb350f336e25c0b8", "level": "note", "message": {"text": "Possibly dead Python function: handle_data"}, "properties": {"repobilityId": "3a673a278f4fc1e6", "scanner": "scanner-primary", "fingerprint": "bb350f336e25c0b8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j7_proctoring/build_vendor_corpus.py:57"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-008cd9a736c012c6", "level": "note", "message": {"text": "Possibly dead Python function: det_mediapipe"}, "properties": {"repobilityId": "9ed27ee9fcf5e706", "scanner": "scanner-primary", "fingerprint": "008cd9a736c012c6", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j7_proctoring/run_detectors.py:141"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-dcc5d33344028d1e", "level": "note", "message": {"text": "Possibly dead Python function: det_mtcnn"}, "properties": {"repobilityId": "b0d89a3d70b90430", "scanner": "scanner-primary", "fingerprint": "dcc5d33344028d1e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j7_proctoring/run_detectors.py:161"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-65f4bd62128c6894", "level": "note", "message": {"text": "Possibly dead Python function: handle_starttag"}, "properties": {"repobilityId": "3bf216d149959ebf", "scanner": "scanner-primary", "fingerprint": "65f4bd62128c6894", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j9_aipolicy/build_panel.py:94"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8356433b2543b4b7", "level": "note", "message": {"text": "Possibly dead Python function: handle_endtag"}, "properties": {"repobilityId": "7eb6f3decafc1766", "scanner": "scanner-primary", "fingerprint": "8356433b2543b4b7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j9_aipolicy/build_panel.py:100"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-08e60dee5f44765e", "level": "note", "message": {"text": "Possibly dead Python function: handle_data"}, "properties": {"repobilityId": "3a673a278f4fc1e6", "scanner": "scanner-primary", "fingerprint": "08e60dee5f44765e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j9_aipolicy/build_panel.py:104"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-81b32e2da9806487", "level": "note", "message": {"text": "Possibly dead Python function: event_quarter"}, "properties": {"repobilityId": "afe16a68fb512761", "scanner": "scanner-primary", "fingerprint": "81b32e2da9806487", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j9_aipolicy/build_panel.py:156"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-66b9406937e7c50b", "level": "note", "message": {"text": "Possibly dead Python function: build_panel_WA"}, "properties": {"repobilityId": "91ac54c6e1f4d917", "scanner": "scanner-primary", "fingerprint": "66b9406937e7c50b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j10_accountability/build_rdd_states.py:97"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-514f2eb275bc4abc", "level": "note", "message": {"text": "Possibly dead Python function: build_panel_CT"}, "properties": {"repobilityId": "db7c5f43922e4128", "scanner": "scanner-primary", "fingerprint": "514f2eb275bc4abc", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j10_accountability/build_rdd_states.py:170"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-db57c46b5f728c4d", "level": "note", "message": {"text": "Possibly dead Python function: lab"}, "properties": {"repobilityId": "3096fdf7d3e6ef9c", "scanner": "scanner-primary", "fingerprint": "db57c46b5f728c4d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j4_adoption/robustness.py:50"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-363c7417f44bd469", "level": "note", "message": {"text": "Possibly dead Python function: binv"}, "properties": {"repobilityId": "4103692d50b6c571", "scanner": "scanner-primary", "fingerprint": "363c7417f44bd469", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j4_adoption/analyze_did.py:41"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-74ae726b9f814ef3", "level": "note", "message": {"text": "Possibly dead Python function: cmd_scan"}, "properties": {"repobilityId": "45239483b43d0dd2", "scanner": "scanner-primary", "fingerprint": "74ae726b9f814ef3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j4_adoption/collect_regents.py:86"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9ac2f49b9b2f6598", "level": "note", "message": {"text": "Possibly dead Python function: cmd_promote"}, "properties": {"repobilityId": "96359df3a66ab1f0", "scanner": "scanner-primary", "fingerprint": "9ac2f49b9b2f6598", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j4_adoption/collect_regents.py:131"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-684c2b1ba39f62d6", "level": "note", "message": {"text": "Possibly dead Python function: handle_starttag"}, "properties": {"repobilityId": "3bf216d149959ebf", "scanner": "scanner-primary", "fingerprint": "684c2b1ba39f62d6", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j6_detection/build_policy_corpus.py:51"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6d7c19ab48a73718", "level": "note", "message": {"text": "Possibly dead Python function: handle_endtag"}, "properties": {"repobilityId": "7eb6f3decafc1766", "scanner": "scanner-primary", "fingerprint": "6d7c19ab48a73718", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j6_detection/build_policy_corpus.py:55"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f46cf66b39e63a04", "level": "note", "message": {"text": "Possibly dead Python function: handle_data"}, "properties": {"repobilityId": "3a673a278f4fc1e6", "scanner": "scanner-primary", "fingerprint": "f46cf66b39e63a04", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": 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{"startLine": 1}}}]}, {"ruleId": "scanner-a0200ffb5dca32a4", "level": "note", "message": {"text": "Possibly dead Python function: has_voting_teacher"}, "properties": {"repobilityId": "cb15297413caad9c", "scanner": "scanner-primary", "fingerprint": "a0200ffb5dca32a4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j5_governance/build_governance_panel.py:85"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6a930e4be8587163", "level": "note", "message": {"text": "Possibly dead Python function: has_any_student"}, "properties": {"repobilityId": "05ca06fca0728a49", "scanner": "scanner-primary", "fingerprint": "6a930e4be8587163", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "j5_governance/build_governance_panel.py:91"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-ef142ba9d5923bd8", "level": "warning", "message": {"text": "GitHub Actions workflow grants broad write permissions"}, "properties": {"repobilityId": "3213361dcc1e18f8", "scanner": "scanner-primary", "fingerprint": "ef142ba9d5923bd8", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", 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"scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-11825279136b53a3", "level": "warning", "message": {"text": "CI is configured but no tests are detected"}, "properties": {"repobilityId": "abbed038b19583fe", "scanner": "scanner-primary", "fingerprint": "11825279136b53a3", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "ci", "config-theater", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "fb0c5192c27c5f31", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "4b3d9e7cdf56b120", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "4c849aa1f41922e9", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-f68d02effc4a96ac", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 j7_proctoring/run_detectors.py:69"}, "properties": {"repobilityId": "9b7ff47b08cb508d", "scanner": "scanner-primary", "fingerprint": "f68d02effc4a96ac", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-545a334499650f20", "level": "none", "message": {"text": "Commented-code block (5 lines) in j10_accountability/weight_space.py:130"}, "properties": {"repobilityId": "991586939f7d0300", "scanner": "scanner-primary", "fingerprint": "545a334499650f20", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-a46c3cc54c58eff9", "level": "none", "message": {"text": "Commented-code block (6 lines) in j10_accountability/weight_dose.py:41"}, "properties": {"repobilityId": "e4466a987e40d480", "scanner": "scanner-primary", "fingerprint": "a46c3cc54c58eff9", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-05415ed3c602bfab", "level": "none", "message": {"text": "Commented-code block (7 lines) in j3_admissions/analyze_did.py:59"}, "properties": {"repobilityId": "0ce655ef0e8ecba3", "scanner": "scanner-primary", "fingerprint": "05415ed3c602bfab", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-620f78a28334dad5", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 j3_admissions/validate_fairtest.py:40"}, "properties": {"repobilityId": "0f7034af1cb0033e", "scanner": "scanner-primary", "fingerprint": "620f78a28334dad5", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "cb1af025063a1ff3", "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": "a9a1ca709735661c", "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": "23dc9f8b347305ad", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-49c98f7cedd9c977", "level": "note", "message": {"text": "Near-duplicate function bodies in 4 places"}, "properties": {"repobilityId": "22028fb7db4e8e7c", "scanner": "scanner-primary", "fingerprint": "49c98f7cedd9c977", "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": "c07e77406e6d59e3", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-49c98f7cedd9c977", "level": "note", "message": {"text": "Near-duplicate function bodies in 4 places"}, "properties": {"repobilityId": "e6d686d8e23342fd", "scanner": "scanner-primary", "fingerprint": "49c98f7cedd9c977", "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": "200fbc651c951236", "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": "8a075ba6ce3dcf36", "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": "9476184a3a228d70", "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": "e2aeb0a96393d2c0", "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": "22e9250799b8806a", "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": "a68809e0d2b9198a", "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": "22436f80b70bd1a1", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}