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wLe0code/MECH

https://github.com/wLe0code/MECH · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

82 raw signals (0 security + 82 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 80 actionable findings from 1 signal source. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
61.8
/100
Security checks
62
0 findings
System graph
62
77.8% cov · 80 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 20 Medium 11 Low 43 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 80 Crowd 0 Layer: Software 8 Frontend 1 Security 25 Cicd 1 Quality 16 Api 29
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Scan summary Repository scanned at 61.8/100 with 77.8% coverage. It contains 320 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 82 findings — concentrated in api (29), security (25), quality (18). Risk profile is high: 0 critical, 20 high, 11 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 74 of 80 actionable findings. 82 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.

high System graph security auth conf 1.00 FastAPI DELETE `library_delete` without auth dependency — backend/server.py:632
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:632 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI DELETE `library_music_delete` without auth dependency — backend/server.py:673
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:673 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `arduino_arm` without auth dependency — backend/server.py:373
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:373 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `arduino_head` without auth dependency — backend/server.py:362
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:362 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `arduino_mode` without auth dependency — backend/server.py:379
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:379 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `arduino_move` without auth dependency — backend/server.py:351
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:351 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `arduino_raw` without auth dependency — backend/server.py:339
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:339 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `arduino_reconnect` without auth dependency — backend/server.py:388
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:388 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `emergency_stop` without auth dependency — backend/server.py:422
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:422 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `library_music_upload` without auth dependency — backend/server.py:642
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:642 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `library_upload` without auth dependency — backend/server.py:593
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:593 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `projector_off` without auth dependency — backend/server.py:329
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:329 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `projector_on` without auth dependency — backend/server.py:323
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:323 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `projector_upload` without auth dependency — backend/server.py:306
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:306 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `set_config` without auth dependency — backend/server.py:510
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:510 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `tts_test` without auth dependency — backend/server.py:574
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:574 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `vision_toggle` without auth dependency — backend/server.py:401
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:401 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `voice_off` without auth dependency — backend/server.py:300
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:300 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `voice_on` without auth dependency — backend/server.py:294
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:294 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `voice_text` without auth dependency — backend/server.py:285
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/server.py:285 securityAuth fastapi unauth mutation
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — Demos/frontend/app.js:348
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — frontend/app.js:419
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
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, ci, tests. 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 quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in Demos/frontend/app.js:37
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
Demos/frontend/app.js:37 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in frontend/app.js:38
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
frontend/app.js:38 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in frontend/library.html:124
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
frontend/library.html:124 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in frontend/projector.html:43
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
frontend/projector.html:43 Direct innerhtml assignment
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
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 21 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 25 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 quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: backend/video_library.py:segment_filename, backend/video_library.py:segment_file This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
3 occurrences
repo-level (3 hits)
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 `eleven_multilingual_v2` in backend/config.py:25
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 quality Integrity conf 1.00 Old/deprecated-named symbol `x_old` in backend/stt.py:90
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: available_voices
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/voices.py:194
low System graph software Dead code conf 1.00 Possibly dead Python function: callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/stt.py:178
low System graph software Dead code conf 1.00 Possibly dead Python function: is_playing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/background_audio.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: report_mic_level
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/mech_app.py:176
low System graph software Dead code conf 1.00 Possibly dead Python function: segment_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/video_library.py:147
low System graph software Dead code conf 1.00 Possibly dead Python function: turn_left
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/robokit_link.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: turn_right
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/robokit_link.py:67
low System graph software Dead code conf 1.00 Possibly dead Python function: work_is_complete
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/video_library.py:211
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 api Wiring conf 1.00 Unused endpoint: DELETE /api/library/{slug}/music
`backend/server.py` declares `DELETE /api/library/{slug}/music` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: DELETE /api/library/{slug}/{segment:int}
`backend/server.py` declares `DELETE /api/library/{slug}/{segment:int}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /
`backend/server.py` declares `GET /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/audio/devices
`backend/server.py` declares `GET /api/audio/devices` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/config
`backend/server.py` declares `GET /api/config` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/library
`backend/server.py` declares `GET /api/library` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/state
`backend/server.py` declares `GET /api/state` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /library
`backend/server.py` declares `GET /library` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /manifest.json
`backend/server.py` declares `GET /manifest.json` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /projector
`backend/server.py` declares `GET /projector` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /sw.js
`backend/server.py` declares `GET /sw.js` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/arduino/arm
`backend/server.py` declares `POST /api/arduino/arm` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/arduino/head
`backend/server.py` declares `POST /api/arduino/head` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/arduino/mode/{mode}
`backend/server.py` declares `POST /api/arduino/mode/{mode}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/arduino/move
`backend/server.py` declares `POST /api/arduino/move` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/arduino/raw
`backend/server.py` declares `POST /api/arduino/raw` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/arduino/reconnect
`backend/server.py` declares `POST /api/arduino/reconnect` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/config
`backend/server.py` declares `POST /api/config` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/emergency/stop
`backend/server.py` declares `POST /api/emergency/stop` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/library/{slug}/music
`backend/server.py` declares `POST /api/library/{slug}/music` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/library/{slug}/{segment:int}
`backend/server.py` declares `POST /api/library/{slug}/{segment:int}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/projector/{pid}/off
`backend/server.py` declares `POST /api/projector/{pid}/off` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/projector/{pid}/on
`backend/server.py` declares `POST /api/projector/{pid}/on` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/projector/{pid}/upload
`backend/server.py` declares `POST /api/projector/{pid}/upload` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/tts/test
`backend/server.py` declares `POST /api/tts/test` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/vision/{onoff}
`backend/server.py` declares `POST /api/vision/{onoff}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/voice/loop/off
`backend/server.py` declares `POST /api/voice/loop/off` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/voice/loop/on
`backend/server.py` declares `POST /api/voice/loop/on` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/voice/text
`backend/server.py` declares `POST /api/voice/text` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
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