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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-9442835fe5be4271", "name": "Possibly dead Python function: drop_shadow_feature_ids", "shortDescription": {"text": "Possibly dead Python function: drop_shadow_feature_ids"}, "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-9db9f2d58dd25b55", "name": "Possibly dead Python function: shogi_action_plane_policy_to_square", "shortDescription": {"text": "Possibly dead Python function: shogi_action_plane_policy_to_square"}, "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-ad688b111db5c488", "name": "Possibly dead Python function: observe", "shortDescription": {"text": "Possibly dead Python function: observe"}, "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-ecb326c7cbe0a6a0", "name": "Possibly dead Python function: shogi_winner_to_side_code", "shortDescription": {"text": "Possibly dead Python function: shogi_winner_to_side_code"}, "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-0fdf5127a3e4a82c", "name": "Possibly dead Python function: shogi_game_trace_transitions_from_usi_moves", "shortDescription": {"text": "Possibly dead Python function: shogi_game_trace_transitions_from_usi_moves"}, "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-e7efa420e47b6e7e", "name": "Possibly dead Python function: split_shogi_game_records", "shortDescription": {"text": "Possibly dead Python function: split_shogi_game_records"}, "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-ad55082ba6ceb364", "name": "Possibly dead Python function: image_text_answer_image_tensor_from_examples", "shortDescription": {"text": "Possibly dead Python function: image_text_answer_image_tensor_from_examples"}, "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. 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Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-26a3bbe3aa9d72c4", "name": "Very large file: tests/test_shogi_online_replay.py (1240 lines)", "shortDescription": {"text": "Very large file: tests/test_shogi_online_replay.py (1240 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-2d236b58789515f9", "name": "Very large file: tests/test_train_shogi_policy_value_cli.py (1282 lines)", "shortDescription": {"text": "Very large file: tests/test_train_shogi_policy_value_cli.py (1282 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-37662a7b1855a8de", "name": "Very large file: src/intrep/problems/shogi_policy_value/tensor_cache.py (1436 lines)", "shortDescription": {"text": "Very large file: src/intrep/problems/shogi_policy_value/tensor_cache.py (1436 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-b4652668c9d5bcbb", "name": "Very large file: src/intrep/problems/shogi_policy_value/online_replay.py (1396 lines)", "shortDescription": {"text": "Very large file: src/intrep/problems/shogi_policy_value/online_replay.py (1396 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 77 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-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-a5dabe9b2fbf89c4", "name": "Legacy-named symbol `shogi_game_record_collection_v1` in scripts/create_shogi_records_from_move_lists.py:100", "shortDescription": {"text": "Legacy-named symbol `shogi_game_record_collection_v1` in scripts/create_shogi_records_from_move_lists.py:100"}, "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-fde473a2880f40fe", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/modal_build_shogi_policy_value_tensor_cache.py:408", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/modal_build_shogi_policy_value_tensor_cache.py:408"}, "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-4890ed74dbd4f95a", "name": "Network/subprocess call without timeout or try/except \u2014 src/intrep/problems/shogi_policy_value/online_replay.py:682", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 src/intrep/problems/shogi_policy_value/online_replay.py:682"}, "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-1ef220b339209dc2", "name": "Network/subprocess call without timeout or try/except \u2014 src/intrep/problems/shogi_policy_value/generated_game_production", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 src/intrep/problems/shogi_policy_value/generated_game_production.py:148"}, "fullDescription": {"text": "`subprocess.Popen(...)` 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-46969939caf8120b", "name": "Near-duplicate function bodies in 9 places", "shortDescription": {"text": "Near-duplicate function bodies in 9 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/intrep/representation/inputs/shogi_minimal_split_global_position.py:forward, src/intrep/representation/inputs/shogi_minimal_split_global_position.py:forward, src/intrep/representation/inputs/shogi_minimal_split_global_position.py:forward, src/intrep/representation/inputs/shogi_dlshogi_like_position.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-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:\nsrc/intrep/representation/inputs/shogi_rich_position.py:forward, src/intrep/representation/inputs/shogi_rich_position.py:forward, src/intrep/representation/inputs/shogi_rich_position.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-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:\nsrc/intrep/representation/inputs/shogi_position_features/position_square_features.py:king_relative_square_feature_ids, src/intrep/representation/inputs/shogi_position_features/position_square_features.py:king_relative_square_feature_id\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-02525d39071dd2c7", "name": "Near-duplicate function bodies in 5 places", "shortDescription": {"text": "Near-duplicate function bodies in 5 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/intrep/representation/outputs/shogi_legal_move.py:forward, src/intrep/representation/outputs/shogi_legal_move.py:forward, src/intrep/representation/outputs/shogi_legal_move.py:forward, src/intrep/representation/outputs/shogi_legal_move.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/21458"}, "properties": {"repository": "tomato414941/intelligence-representation", "repoUrl": "https://github.com/tomato414941/intelligence-representation", "branch": "main"}, "results": [{"ruleId": "scanner-0bebc775c020739f", "level": "note", "message": {"text": "Possibly dead Python function: build_shogi_position_encoder"}, "properties": {"repobilityId": "8ddcb042f56863d4", "scanner": "scanner-primary", "fingerprint": "0bebc775c020739f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/representation/inputs/shogi_position_modules.py:156"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-bd791211c2972cbb", "level": "note", "message": {"text": "Possibly dead Python function: square_piece_type_attack_feature_ids"}, "properties": {"repobilityId": "d7d32e05e57f2b1c", "scanner": "scanner-primary", "fingerprint": "bd791211c2972cbb", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/representation/inputs/shogi_position_features/position_square_features.py:134"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9442835fe5be4271", "level": "note", "message": {"text": "Possibly dead Python function: drop_shadow_feature_ids"}, "properties": {"repobilityId": "436268351d6de465", "scanner": "scanner-primary", "fingerprint": "9442835fe5be4271", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/representation/inputs/shogi_position_features/position_square_features.py:211"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9db9f2d58dd25b55", "level": "note", "message": {"text": "Possibly dead Python function: shogi_action_plane_policy_to_square"}, "properties": {"repobilityId": "a24f8649da4e924f", "scanner": "scanner-primary", "fingerprint": "9db9f2d58dd25b55", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/representation/outputs/shogi_action_plane_policy_encoding.py:146"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ad688b111db5c488", "level": "note", "message": {"text": "Possibly dead Python function: observe"}, "properties": {"repobilityId": "56f6c9736ca06b49", "scanner": "scanner-primary", "fingerprint": "ad688b111db5c488", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/worlds/gridworld/world.py:105"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ecb326c7cbe0a6a0", "level": "note", "message": {"text": "Possibly dead Python function: shogi_winner_to_side_code"}, "properties": {"repobilityId": "6b919c433f376d79", "scanner": "scanner-primary", "fingerprint": "ecb326c7cbe0a6a0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/worlds/shogi/game_record.py:187"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0fdf5127a3e4a82c", "level": "note", "message": {"text": "Possibly dead Python function: shogi_game_trace_transitions_from_usi_moves"}, "properties": {"repobilityId": "96c2fa7b233c9881", "scanner": "scanner-primary", "fingerprint": "0fdf5127a3e4a82c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/worlds/shogi/game_trace.py:44"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e7efa420e47b6e7e", "level": "note", "message": {"text": "Possibly dead Python function: split_shogi_game_records"}, "properties": {"repobilityId": "a1190ad0589e880f", "scanner": "scanner-primary", "fingerprint": "e7efa420e47b6e7e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/experience/shogi/game_split.py:57"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ad55082ba6ceb364", "level": "note", "message": {"text": "Possibly dead Python function: image_text_answer_image_tensor_from_examples"}, "properties": {"repobilityId": "bce5221f7943083f", "scanner": "scanner-primary", "fingerprint": "ad55082ba6ceb364", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/intrep/problems/image_text_answer/training.py:222"}, "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-27924aa79fa4a517", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "ae16880318b99912", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 13}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "3beb6cb780c591da", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 16}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "04f57d208548fcef", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 19}}}]}, {"ruleId": "scanner-26a3bbe3aa9d72c4", "level": "note", "message": {"text": "Very large file: tests/test_shogi_online_replay.py (1240 lines)"}, "properties": {"repobilityId": "f8fd76a12775cbe7", "scanner": "scanner-primary", "fingerprint": "26a3bbe3aa9d72c4", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-2d236b58789515f9", "level": "note", "message": {"text": "Very large file: tests/test_train_shogi_policy_value_cli.py (1282 lines)"}, "properties": {"repobilityId": "00ba73b6ae4745f5", "scanner": "scanner-primary", "fingerprint": "2d236b58789515f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-37662a7b1855a8de", "level": "note", "message": {"text": "Very large file: src/intrep/problems/shogi_policy_value/tensor_cache.py (1436 lines)"}, "properties": {"repobilityId": "1840f47e6d4fdcb1", "scanner": 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