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tomato414941/intelligence-representation

https://github.com/tomato414941/intelligence-representation · scanned 2026-06-16 00:39 UTC (2 months, 1 week ago)

47 raw signals (0 security + 47 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 30 actionable findings from 1 signal source. 17 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.5
/100
Security checks
78
0 findings
System graph
78
66.7% cov · 30 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 6 Low 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 30 Crowd 0 Layer: Software 9 Frontend 1 Security 1 Cicd 2 Quality 17
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Scan summary Repository scanned at 77.5/100 with 66.7% coverage. It contains 2129 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 47 findings — concentrated in quality (33), software (9), cicd (3). Risk profile is low: 0 critical, 0 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 28 of 30 actionable findings. 47 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
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.
Repo hardeningGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
astral-sh/setup-uv@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:16 CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/modal_build_shogi_policy_value_tensor_cache.py:408
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/intrep/problems/shogi_policy_value/generated_game_production.py:148
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/intrep/problems/shogi_policy_value/online_replay.py:682
`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.
runtime safetyRobustness
medium System graph security Coverage conf 1.00 No auth library detected
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.
auth
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 77 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 13, 19
.github/workflows/ci.yml:13, 19 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 14 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/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 This is *the* …
14 occurrences
repo-level (14 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/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 This is *the* AI-coder failure mode (4× more duplication…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: 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, src/intrep/representation/outputs/shogi_legal_move.py:forward …
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: 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_minimal_split_global_position.py:forward, src/intr…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `shogi_game_record_collection_v1` in scripts/create_shogi_records_from_move_lists.py:100
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.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: build_shogi_position_encoder
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/representation/inputs/shogi_position_modules.py:156
low System graph software Dead code conf 1.00 Possibly dead Python function: drop_shadow_feature_ids
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/representation/inputs/shogi_position_features/position_square_features.py:211
low System graph software Dead code conf 1.00 Possibly dead Python function: image_text_answer_image_tensor_from_examples
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/problems/image_text_answer/training.py:222
low System graph software Dead code conf 1.00 Possibly dead Python function: observe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/worlds/gridworld/world.py:105
low System graph software Dead code conf 1.00 Possibly dead Python function: shogi_action_plane_policy_to_square
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/representation/outputs/shogi_action_plane_policy_encoding.py:146
low System graph software Dead code conf 1.00 Possibly dead Python function: shogi_game_trace_transitions_from_usi_moves
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/worlds/shogi/game_trace.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: shogi_winner_to_side_code
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/worlds/shogi/game_record.py:187
low System graph software Dead code conf 1.00 Possibly dead Python function: split_shogi_game_records
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/experience/shogi/game_split.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: square_piece_type_attack_feature_ids
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/intrep/representation/inputs/shogi_position_features/position_square_features.py:134
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Complexity conf 1.00 Very large file: src/intrep/problems/shogi_policy_value/online_replay.py (1396 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/intrep/problems/shogi_policy_value/tensor_cache.py (1436 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_shogi_online_replay.py (1240 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_train_shogi_policy_value_cli.py (1282 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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