{"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-1182c158b27e2054", "name": "Possibly dead Python function: process_work_unit", "shortDescription": {"text": "Possibly dead Python function: process_work_unit"}, "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-d2b0c7ff0a124290", "name": "Possibly dead Python function: sort_key", "shortDescription": {"text": "Possibly dead Python function: sort_key"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. 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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-1a50467f36b413ec", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/checkout@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-9d07946a89db3516", "name": "Very large file: scripts/generate_soft_facts.py (1551 lines)", "shortDescription": {"text": "Very large file: scripts/generate_soft_facts.py (1551 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-c4828b7e805d1945", "name": "Very large file: scripts/run_reasoner_parity_sweep.py (1627 lines)", "shortDescription": {"text": "Very large file: scripts/run_reasoner_parity_sweep.py (1627 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 151 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-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9d3d694694c56e4e", "name": "Commented-code block (5 lines) in tests/framework/test_rule_traj_repr.py:180", "shortDescription": {"text": "Commented-code block (5 lines) in tests/framework/test_rule_traj_repr.py:180"}, "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-31283144c525055e", "name": "Legacy-named symbol `test_tnorm_min_legacy` in tests/framework/test_state_repr.py:40", "shortDescription": {"text": "Legacy-named symbol `test_tnorm_min_legacy` in tests/framework/test_state_repr.py:40"}, "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-754bce9db323262f", "name": "Commented-code block (10 lines) in scripts/run_3way_sweep.py:230", "shortDescription": {"text": "Commented-code block (10 lines) in scripts/run_3way_sweep.py:230"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. 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Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-040fcb31f0600ccc", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/run_reasoner_parity_sweep.py:721", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/run_reasoner_parity_sweep.py:721"}, "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). 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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-be880bc74fc04b31", "name": "Commented-code block (7 lines) in src/kge_kernels/models/base.py:153", "shortDescription": {"text": "Commented-code block (7 lines) in src/kge_kernels/models/base.py:153"}, "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-6688f15d8f4cb979", "name": "Commented-code block (11 lines) in src/kge_kernels/framework/repr_traj_rule.py:85", "shortDescription": {"text": "Commented-code block (11 lines) in src/kge_kernels/framework/repr_traj_rule.py:85"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-87229fa77f16e5c6", "name": "Commented-code block (16 lines) in src/kge_kernels/framework/repr_query.py:149", "shortDescription": {"text": "Commented-code block (16 lines) in src/kge_kernels/framework/repr_query.py:149"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e6f7275c28ed1144", "name": "Commented-code block (6 lines) in src/kge_kernels/framework/repr_state_rule.py:188", "shortDescription": {"text": "Commented-code block (6 lines) in src/kge_kernels/framework/repr_state_rule.py:188"}, "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-4394d40468879dfc", "name": "Commented-code block (8 lines) in src/kge_kernels/framework/repr_traj.py:612", "shortDescription": {"text": "Commented-code block (8 lines) in src/kge_kernels/framework/repr_traj.py:612"}, "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-6846be5e2a2ba3b5", "name": "Commented-code block (7 lines) in src/kge_kernels/framework/repr_state.py:694", "shortDescription": {"text": "Commented-code block (7 lines) in src/kge_kernels/framework/repr_state.py:694"}, "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-aa920bb0b4ea70c0", "name": "Commented-code block (10 lines) in src/kge_kernels/scoring/sampler.py:277", "shortDescription": {"text": "Commented-code block (10 lines) in src/kge_kernels/scoring/sampler.py:277"}, "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-aa5f8f846488a914", "name": "Commented-code block (5 lines) in src/kge_kernels/eval/ranking_evaluator.py:234", "shortDescription": {"text": "Commented-code block (5 lines) in src/kge_kernels/eval/ranking_evaluator.py:234"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c0cdcf3b1bd3a96f", "name": "Commented-code block (7 lines) in src/kge_kernels/eval/candidates.py:97", "shortDescription": {"text": "Commented-code block (7 lines) in src/kge_kernels/eval/candidates.py:97"}, "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-0cb069adb42efb00", "name": "Commented-code block (10 lines) in src/kge_kernels/training/config.py:35", "shortDescription": {"text": "Commented-code block (10 lines) in src/kge_kernels/training/config.py:35"}, "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-dbf12bd599a670d8", "name": "Commented-code block (5 lines) in src/kge_kernels/training/epoch.py:185", "shortDescription": {"text": "Commented-code block (5 lines) in src/kge_kernels/training/epoch.py:185"}, "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-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/generate_soft_facts.py:write_batch, scripts/generate_soft_facts.py:write_batch, scripts/generate_soft_facts.py:write_batch\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/generate_soft_facts.py:filter_and_format_results_fast, scripts/generate_soft_facts.py:filter_and_format_results\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:\nsrc/kge_kernels/losses/classification.py:forward, src/kge_kernels/losses/classification.py:forward, src/kge_kernels/losses/classification.py:forward, src/kge_kernels/losses/classification.py:forward\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). 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Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0027e313ade46c8f", "name": "Near-duplicate function bodies in 7 places", "shortDescription": {"text": "Near-duplicate function bodies in 7 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/kge_kernels/framework/repr_query.py:forward, src/kge_kernels/framework/repr_query.py:forward, src/kge_kernels/framework/repr_query.py:forward, src/kge_kernels/framework/repr_query.py:forward\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-33a6b62e30ce7ab4", "name": "Near-duplicate function bodies in 6 places", "shortDescription": {"text": "Near-duplicate function bodies in 6 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/kge_kernels/framework/repr_atom.py:forward, src/kge_kernels/framework/repr_atom.py:forward, src/kge_kernels/framework/repr_atom.py:forward, src/kge_kernels/framework/repr_atom.py:forward\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-fe1d9311d6aee734", "name": "Near-duplicate function bodies in 12 places", "shortDescription": {"text": "Near-duplicate function bodies in 12 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/kge_kernels/framework/repr_traj.py:forward, src/kge_kernels/framework/repr_traj.py:forward, src/kge_kernels/framework/repr_traj.py:forward, src/kge_kernels/framework/repr_traj.py:forward\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/18362"}, "properties": {"repository": "rodrigo-castellano/torch-kge-kernels", "repoUrl": "https://github.com/rodrigo-castellano/torch-kge-kernels", "branch": "main"}, "results": [{"ruleId": "scanner-1182c158b27e2054", "level": "note", "message": {"text": "Possibly dead Python function: process_work_unit"}, "properties": {"repobilityId": "a2a677a8e0accc27", "scanner": "scanner-primary", "fingerprint": "1182c158b27e2054", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/generate_soft_facts.py:658"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d2b0c7ff0a124290", "level": "note", "message": {"text": "Possibly dead Python function: sort_key"}, "properties": {"repobilityId": "ac2a4181eae38738", "scanner": "scanner-primary", "fingerprint": "d2b0c7ff0a124290", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/build_reproducibility.py:372"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d4eb57e284b16fce", "level": "note", "message": {"text": "Possibly dead Python function: finalize"}, "properties": {"repobilityId": "f86273d3ca55aca9", "scanner": "scanner-primary", "fingerprint": "d4eb57e284b16fce", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/kge_kernels/framework/protocols.py:120"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fa986c3d28c4e7f3", "level": "note", "message": {"text": "Possibly dead Python function: reduce"}, "properties": {"repobilityId": "fb75dc43961d9361", "scanner": "scanner-primary", "fingerprint": "fa986c3d28c4e7f3", 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