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wirelessml/test

https://github.com/wirelessml/test · scanned 2026-06-16 00:58 UTC (2 months, 1 week ago)

70 raw signals (0 security + 70 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 59 actionable findings from 1 signal source. 11 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
54.4
/100
Security checks
54
0 findings
System graph
54
77.8% cov · 59 findings
Critical
1
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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 1 High 0 Medium 27 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 59 Crowd 0 Layer: Software 19 Network 1 Frontend 1 Security 10 Cicd 2 Quality 26
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Scan summary Repository scanned at 54.4/100 with 77.8% coverage. It contains 594 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 70 findings — concentrated in quality (30), software (23), security (10). Risk profile is high: 1 critical, 0 high, 27 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 55 of 59 actionable findings. 70 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.

critical System graph security Secrets conf 1.00 Possible secret in docs/routines/masu-p-snapshots/ig-20260429-1812.html
Detected pattern matching openai_or_anthropic_key. Rotate the credential and move to a secret manager.
docs/routines/masu-p-snapshots/ig-20260429-1812.html:47
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — sw.js:29
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 authority lacks a verifier contract: .claude/settings.json
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.local.json
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/settings.local.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
CLAUDE.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/delegating-to-masup-codex/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/delegating-to-masup-codex/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/recording-interviews/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/recording-interviews/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/updating-ai-cli-fleet/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/updating-ai-cli-fleet/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: takeru-chatbot/CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
takeru-chatbot/CLAUDE.md VerificationClaude instruction
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/updating-ai-cli-fleet/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/updating-ai-cli-fleet/SKILL.md:36 Supply chainSkill file
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 quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
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.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/pages.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in gakuryoku-server.py:177
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
gakuryoku-server.py:177 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in shibu-live.py:291
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
shibu-live.py:291 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in takeru-chatbot/server.py:497
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
takeru-chatbot/server.py:497 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/gakuryoku-yosou-2026.html:676
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/gakuryoku-yosou-2026.html:676 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/shibu-photos-report.html:111
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/shibu-photos-report.html:111 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/sutetekata-guide.html:64
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/sutetekata-guide.html:64 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in remixed-artifacts/2026-04-30-itnavi-parabola-line-intersection.html:707
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
remixed-artifacts/2026-04-30-itnavi-parabola-line-intersection.html:707 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in takeru-chatbot/loop.html:236
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
takeru-chatbot/loop.html:236 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — docs/html_to_png.py:30
`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 — scripts/archive/doda/auto-upload.py:20
`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 — scripts/archive/doda/photo-upload.py:16
`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 — takeru-chatbot/src/jetcut.py:30
`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 14 placeholder/mock markers across 5 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 30 in use
Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/email-job-report.sh Ports
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
2 test file(s) for 28 source file(s) (ratio 0.07). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 5 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `JS_DATE`, `JS_NO_EMAIL`, `JS_NO_PUSH`, `YOUTUBE_STREAM_KEY`, `YOUTUBE_VIDEO_ID`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 213 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 4 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 25, 27, 29, 34
.github/workflows/pages.yml:25, 27, 29, 34 (4 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: shibu-live.py:to_hiragana, shibu-live.py:to_hiragana 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.
5 occurrences
repo-level (5 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 `scribe_v1` in voice-stack/scripts/keybind_scribe.py:65
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 `scribe_v1` in voice-stack/scripts/scribe_api.py:43
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: audio_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
voice-stack/scripts/keybind_scribe.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: audio_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
voice-stack/scripts/keybind_voice.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: do_OPTIONS
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gakuryoku-server.py:215
low System graph software Dead code conf 1.00 Possibly dead Python function: do_OPTIONS
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
takeru-chatbot/server.py:501
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
gakuryoku-server.py:160
scripts/reco-ollama-mock.py:114
takeru-chatbot/server.py:611
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_fail
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/archive/generate-shibu-pet-sprite.py:142
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_idle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/archive/generate-shibu-pet-sprite.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_jump
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/archive/generate-shibu-pet-sprite.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_review
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/archive/generate-shibu-pet-sprite.py:177
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_run_idle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/archive/generate-shibu-pet-sprite.py:165
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_wait
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/archive/generate-shibu-pet-sprite.py:155
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_wave
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/archive/generate-shibu-pet-sprite.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: graceful_shutdown
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
takeru-chatbot/server.py:741
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
scripts/reco-ollama-mock.py:67
shibu-live.py:316
takeru-chatbot/server.py:725
low System graph software Dead code conf 1.00 Possibly dead Python function: poll_youtube_chat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shibu-live.py:326
low System graph software Dead code conf 1.00 Possibly dead Python function: process_comments
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shibu-live.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
voice-stack/scripts/scribe_kanjisuji_local.py:144
low System graph software Dead code conf 1.00 Possibly dead Python function: start_overlay_server
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shibu-live.py:319
low System graph software Dead code conf 1.00 Possibly dead Python function: translate_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gakuryoku-server.py:227
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
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