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sato-susumu/susumu_asr

https://github.com/sato-susumu/susumu_asr · scanned 2026-06-16 00:03 UTC (2 months, 3 weeks ago)

54 raw signals (0 security + 54 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 39 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
83.8
/100
Security checks
84
0 findings
System graph
84
77.8% cov · 39 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 0 Medium 1 Low 34 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 39 Crowd 0 Layer: Software 23 Frontend 1 Security 2 Cicd 1 Quality 12
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Scan summary Repository scanned at 83.8/100 with 77.8% coverage. It contains 433 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 54 findings — concentrated in quality (27), software (23), security (2). Risk profile is low: 0 critical, 0 high, 1 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 39 actionable findings. 54 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 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 31 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 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ros2_ci.yaml:36 CI/CD securitySupply chainGithub actions
low System graph security security conf 1.00 Insecure pattern 'debug_true' in README.md:34
Found a known-risky pattern (debug_true). Review and replace if possible.
README.md:34 Debug true
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: susumu_asr/wakeword_openwakeword.py:load_params, susumu_asr/wakeword_livekit.py:load_params 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 separat…
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 10 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: launch/google_debug.launch.py:generate_launch_description, launch/google_debug_wav.launch.py:generate_launch_description, launch/google.launch.py:generate_launch_description This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos…
10 occurrences
repo-level (10 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: susumu_asr/audio_io.py:write, susumu_asr/audio_io.py:write, susumu_asr/audio_io.py:write, susumu_asr/audio_io.py:write This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or d…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: susumu_asr/audio_io.py:open, susumu_asr/audio_io.py:open, susumu_asr/audio_io.py:open, susumu_asr/audio_io.py:open This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or docum…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: getWaitingResults
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:507
low System graph software Dead code conf 1.00 Possibly dead Python function: isConnected
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:229
low System graph software Dead code conf 1.00 Possibly dead Python function: q
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:21
low System graph software Dead code conf 1.00 Possibly dead Python function: setConnectTimeout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:92
low System graph software Dead code conf 1.00 Possibly dead Python function: setExtension
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: setKeepFillerToken
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:116
low System graph software Dead code conf 1.00 Possibly dead Python function: setMaxDecodingRate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: setMaxDecodingTime
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: setMaxResponseTime
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: setMode
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: setNoInputTimeout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:137
low System graph software Dead code conf 1.00 Possibly dead Python function: setProfileId
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:104
low System graph software Dead code conf 1.00 Possibly dead Python function: setProxyServerName
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: setReceiveTimeout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:95
low System graph software Dead code conf 1.00 Possibly dead Python function: setRecognitionTimeout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: setResultType
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:152
low System graph software Dead code conf 1.00 Possibly dead Python function: setResultUpdatedInterval
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:119
low System graph software Dead code conf 1.00 Possibly dead Python function: setSegmenterProperties
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: setSegmenterType
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:110
low System graph software Dead code conf 1.00 Possibly dead Python function: setServiceAuthorization
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:155
low System graph software Dead code conf 1.00 Possibly dead Python function: setTargetDecodingRate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:134
low System graph software Dead code conf 1.00 Possibly dead Python function: setTargetResponseTime
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:131
low System graph software Dead code conf 1.00 Possibly dead Python function: setVoiceDetection
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
susumu_asr/com/amivoice/wrp/Wrp.py:159
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 Integrity conf 1.00 Stub function `onOpen_` (body is just `pass`/`return`) — susumu_asr/com/amivoice/wrp/Wrp.py:519
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `read_frame` (body is just `pass`/`return`) — susumu_asr/audio_io.py:34
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `utteranceStarted` (body is just `pass`/`return`) — susumu_asr/com/amivoice/wrp/WrpListener.py:3
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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