{"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-38f9707b557f90b6", "name": "Possibly dead Python function: pose_visibility", "shortDescription": {"text": "Possibly dead Python function: pose_visibility"}, "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-d5fba53330742284", "name": "Possibly dead Python function: process_single_video", "shortDescription": {"text": "Possibly dead Python function: process_single_video"}, "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-859093ce3ef209d2", "name": "Possibly dead Python function: rebuild_finetuned_cache", "shortDescription": {"text": "Possibly dead Python function: rebuild_finetuned_cache"}, "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-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-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 67 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-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci. 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-802bd6865dbd5dbd", "name": "Legacy-named symbol `catalogue_v2` in vlm_scene.py:511", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in vlm_scene.py:511"}, "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-3492bd70c91f7e21", "name": "Legacy-named symbol `catalogue_v2` in finetune_reid.py:37", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in finetune_reid.py:37"}, "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-1252ba59ece37742", "name": "Legacy-named symbol `generate_person_catalogue_v2` in cluster_v2.py:574", "shortDescription": {"text": "Legacy-named symbol `generate_person_catalogue_v2` in cluster_v2.py:574"}, "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-1fc371be3cbfc66d", "name": "Legacy-named symbol `catalogue_v2` in evaluate.py:370", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in evaluate.py:370"}, "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-4ca78385ce873665", "name": "Legacy-named symbol `generate_person_catalogue_v2` in tests/test_reid_ensemble_and_run.py:232", "shortDescription": {"text": "Legacy-named symbol `generate_person_catalogue_v2` in tests/test_reid_ensemble_and_run.py:232"}, "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-21a08f81d28db55f", "name": "Legacy-named symbol `catalogue_v2` in tests/test_qa_tools.py:371", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in tests/test_qa_tools.py:371"}, "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-8be4d50f6e238874", "name": "Legacy-named symbol `cluster_v2` in tests/test_finetune_reid.py:14", "shortDescription": {"text": "Legacy-named symbol `cluster_v2` in tests/test_finetune_reid.py:14"}, "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-27de7f29875f9962", "name": "Legacy-named symbol `cluster_v2` in tests/test_agglomerative_clustering.py:5", "shortDescription": {"text": "Legacy-named symbol `cluster_v2` in tests/test_agglomerative_clustering.py:5"}, "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-c1e07147ce6bdb19", "name": "Legacy-named symbol `cluster_v2` in tests/test_cluster_v2_and_color.py:9", "shortDescription": {"text": "Legacy-named symbol `cluster_v2` in tests/test_cluster_v2_and_color.py:9"}, "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-1f94236de9407b8b", "name": "Legacy-named symbol `catalogue_v2` in tests/test_vlm_scene_and_evaluate.py:54", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in tests/test_vlm_scene_and_evaluate.py:54"}, "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-7ee374d828203748", "name": "Legacy-named symbol `catalogue_v2` in qa/runner.py:133", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in qa/runner.py:133"}, "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-9bb7e39a85fc2a10", "name": "Network/subprocess call without timeout or try/except \u2014 qa/runner.py:272", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 qa/runner.py:272"}, "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-57d95845f52bae10", "name": "Legacy-named symbol `cluster_v2` in scripts/ablation_reid.py:21", "shortDescription": {"text": "Legacy-named symbol `cluster_v2` in scripts/ablation_reid.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-177c6ec7e38ddb2d", "name": "Legacy-named symbol `cluster_v2` in scripts/export_tracklet_crops.py:22", "shortDescription": {"text": "Legacy-named symbol `cluster_v2` in scripts/export_tracklet_crops.py:22"}, "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-cd80d6b56dee1136", "name": "Legacy-named symbol `catalogue_v2` in scripts/seed_ground_truth.py:86", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in scripts/seed_ground_truth.py:86"}, "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-37fa6d7d2c550c8e", "name": "Legacy-named symbol `catalogue_v2` in scripts/prepare_manual_visual_review.py:21", "shortDescription": {"text": "Legacy-named symbol `catalogue_v2` in scripts/prepare_manual_visual_review.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-ba9ee2245a8c157b", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/ablation.py:40", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/ablation.py:40"}, "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-9f84d1b43bb8eac5", "name": "Legacy-named symbol `cluster_v2` in pipeline/orchestrator.py:8", "shortDescription": {"text": "Legacy-named symbol `cluster_v2` in pipeline/orchestrator.py:8"}, "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-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:\nreid_ensemble.py:extract_from_detections, reid_ensemble.py:extract_from_detections\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/17727"}, "properties": {"repository": "rafico/br_hw", "repoUrl": "https://github.com/rafico/br_hw", "branch": "main"}, "results": [{"ruleId": "scanner-38f9707b557f90b6", "level": "note", "message": {"text": "Possibly dead Python function: pose_visibility"}, "properties": {"repobilityId": "3d7a05262287ed6c", "scanner": "scanner-primary", "fingerprint": "38f9707b557f90b6", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "cluster_v2.py:146"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d5fba53330742284", "level": "note", "message": {"text": "Possibly dead Python function: process_single_video"}, "properties": {"repobilityId": "db3c3eb5a1420240", "scanner": "scanner-primary", "fingerprint": "d5fba53330742284", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/vision.py:407"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-859093ce3ef209d2", "level": "note", "message": {"text": "Possibly dead Python function: rebuild_finetuned_cache"}, "properties": {"repobilityId": "d2845e6382fec6a4", "scanner": "scanner-primary", "fingerprint": "859093ce3ef209d2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/orchestrator.py:223"}, "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-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "d4e4a77b4589aa46", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "467885ad3c8216c4", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "06224e96e1d69653", "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": "7f888dcecf6e621f", "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": "a287eddb82061573", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-802bd6865dbd5dbd", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in vlm_scene.py:511"}, "properties": {"repobilityId": "b73205943f57b98e", "scanner": "scanner-primary", "fingerprint": "802bd6865dbd5dbd", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-3492bd70c91f7e21", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in finetune_reid.py:37"}, "properties": {"repobilityId": "9bc43799a563188c", "scanner": "scanner-primary", "fingerprint": "3492bd70c91f7e21", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-1252ba59ece37742", "level": "note", "message": {"text": "Legacy-named symbol `generate_person_catalogue_v2` in cluster_v2.py:574"}, "properties": {"repobilityId": "e22b5666832df3bd", "scanner": "scanner-primary", "fingerprint": "1252ba59ece37742", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-1fc371be3cbfc66d", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in evaluate.py:370"}, "properties": {"repobilityId": "3a7dc2ae1df8f1bd", "scanner": "scanner-primary", "fingerprint": "1fc371be3cbfc66d", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-4ca78385ce873665", "level": "note", "message": {"text": "Legacy-named symbol `generate_person_catalogue_v2` in tests/test_reid_ensemble_and_run.py:232"}, "properties": {"repobilityId": "4bd98dc11bc63c93", "scanner": "scanner-primary", "fingerprint": "4ca78385ce873665", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-21a08f81d28db55f", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in tests/test_qa_tools.py:371"}, "properties": {"repobilityId": "c431d1bf40e3a4be", "scanner": "scanner-primary", "fingerprint": "21a08f81d28db55f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-8be4d50f6e238874", "level": "note", "message": {"text": "Legacy-named symbol `cluster_v2` in tests/test_finetune_reid.py:14"}, "properties": {"repobilityId": "c0a5a919c78fb280", "scanner": "scanner-primary", "fingerprint": "8be4d50f6e238874", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-27de7f29875f9962", "level": "note", "message": {"text": "Legacy-named symbol `cluster_v2` in tests/test_agglomerative_clustering.py:5"}, "properties": {"repobilityId": "f8231a3b072245fb", "scanner": "scanner-primary", "fingerprint": "27de7f29875f9962", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-c1e07147ce6bdb19", "level": "note", "message": {"text": "Legacy-named symbol `cluster_v2` in tests/test_cluster_v2_and_color.py:9"}, "properties": {"repobilityId": "17e81ec293d06213", "scanner": "scanner-primary", "fingerprint": "c1e07147ce6bdb19", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-1f94236de9407b8b", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in tests/test_vlm_scene_and_evaluate.py:54"}, "properties": {"repobilityId": "26ee3ee3668dfdf5", "scanner": "scanner-primary", "fingerprint": "1f94236de9407b8b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-7ee374d828203748", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in qa/runner.py:133"}, "properties": {"repobilityId": "10496fe6944dc9b2", "scanner": "scanner-primary", "fingerprint": "7ee374d828203748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-9bb7e39a85fc2a10", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 qa/runner.py:272"}, "properties": {"repobilityId": "12af429e23109a15", "scanner": "scanner-primary", "fingerprint": "9bb7e39a85fc2a10", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-57d95845f52bae10", "level": "note", "message": {"text": "Legacy-named symbol `cluster_v2` in scripts/ablation_reid.py:21"}, "properties": {"repobilityId": "5dcfc8292f890161", "scanner": "scanner-primary", "fingerprint": "57d95845f52bae10", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-177c6ec7e38ddb2d", "level": "note", "message": {"text": "Legacy-named symbol `cluster_v2` in scripts/export_tracklet_crops.py:22"}, "properties": {"repobilityId": "375187363c2bb387", "scanner": "scanner-primary", "fingerprint": "177c6ec7e38ddb2d", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-cd80d6b56dee1136", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in scripts/seed_ground_truth.py:86"}, "properties": {"repobilityId": "72c87cd2f38eeeb1", "scanner": "scanner-primary", "fingerprint": "cd80d6b56dee1136", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-37fa6d7d2c550c8e", "level": "note", "message": {"text": "Legacy-named symbol `catalogue_v2` in scripts/prepare_manual_visual_review.py:21"}, "properties": {"repobilityId": "fa1821dacaa0f637", "scanner": "scanner-primary", "fingerprint": "37fa6d7d2c550c8e", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-ba9ee2245a8c157b", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/ablation.py:40"}, "properties": {"repobilityId": "a18502087f01167d", "scanner": "scanner-primary", "fingerprint": "ba9ee2245a8c157b", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-9f84d1b43bb8eac5", "level": "note", "message": {"text": "Legacy-named symbol `cluster_v2` in pipeline/orchestrator.py:8"}, "properties": {"repobilityId": "6a26d13e6dd82783", "scanner": "scanner-primary", "fingerprint": "9f84d1b43bb8eac5", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "82b0a53019d781aa", "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": "ebacb17d40d27db2", "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": "f2dbfcfed8d8ec70", "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": "0a90a8a4640293f9", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}