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WojtekL7/claude-voice-assistant

https://github.com/WojtekL7/claude-voice-assistant · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

88 raw signals (0 security + 88 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 61 actionable findings from 1 signal source. 27 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
63.5
/100
Security checks
64
0 findings
System graph
64
77.8% cov · 61 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 12 Low 37 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 61 Crowd 0 Layer: Software 24 Frontend 1 Security 2 Cicd 4 Quality 30
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Scan summary Repository scanned at 63.5/100 with 77.8% coverage. It contains 765 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 88 findings — concentrated in quality (48), software (24), cicd (13). Risk profile is low: 0 critical, 0 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 49 of 61 actionable findings. 88 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 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 instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, 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 Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
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 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
softprops/action-gh-release@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 2 locations
.github/workflows/build-macos.yml:51
.github/workflows/build-windows.yml:53
CI/CD securitySupply chainGithub actions
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/build-macos.yml CI/CD securitySupply chainGithub actions
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/build-windows.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in packaging/web/index-en.html:207
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
packaging/web/index-en.html:207 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in packaging/web/index.html:207
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
packaging/web/index.html:207 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/core/update_manager.py:359
`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 21 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 quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 27 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 23 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 9 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.
3 files, 9 locations
.github/workflows/build-macos.yml:23, 26, 40 (3 hits)
.github/workflows/build-windows.yml:24, 27, 44 (3 hits)
.github/workflows/diagnose-windows.yml:19, 22, 67 (3 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 9 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/gui/dialogs.py:styled_get_open_file_names, src/gui/dialogs.py:styled_get_open_file_name 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…
9 occurrences
repo-level (9 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/gui/terminal_backend.py:widget, src/gui/terminal_backend.py:widget, src/gui/terminal_backend.py:widget 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 …
11 occurrences
repo-level (11 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 `_reinstall_from_backup` in src/core/mcp_manager.py:259
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 `dlg_setup_copy` in src/config.py:643
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 `dlg_setup_copy` in src/gui/dialogs.py:3602
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.
src/core/stt_engine.py:123
low System graph software Dead code conf 1.00 Possibly dead Python function: can_use_app
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/license_manager.py:283
low System graph software Dead code conf 1.00 Possibly dead Python function: claude_projects_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/platform_utils.py:169
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_license
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/license_manager.py:297
low System graph software Dead code conf 1.00 Possibly dead Python function: disable_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/agent_mcp_settings.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: enable_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/agent_mcp_settings.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: has_icon
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/icon_set.py:52
low System graph software Dead code conf 1.00 Possibly dead Python function: is_available
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/web_terminal.py:228
low System graph software Dead code conf 1.00 Possibly dead Python function: is_disabled
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/agent_skills_settings.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: is_disabled
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/agent_mcp_settings.py:68
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.
src/core/tts_engine.py:232
low System graph software Dead code conf 1.00 Possibly dead Python function: is_processing
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/stt_engine.py:109
low System graph software Dead code conf 1.00 Possibly dead Python function: javaScriptConsoleMessage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/web_terminal.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: pick_color
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/main_window.py:4581
low System graph software Dead code conf 1.00 Possibly dead Python function: render_headers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/mcp_templates.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: scroll_now
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/main_window.py:201
low System graph software Dead code conf 1.00 Possibly dead Python function: send_memory_files
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/agent_tab.py:564
low System graph software Dead code conf 1.00 Possibly dead Python function: set_device
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/stt_engine.py:240
low System graph software Dead code conf 1.00 Possibly dead Python function: set_disabled_mcp_servers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/agent_mcp_settings.py:41
low System graph software Dead code conf 1.00 Possibly dead Python function: set_rate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/tts_engine.py:97
low System graph software Dead code conf 1.00 Possibly dead Python function: set_volume
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/core/tts_engine.py:100
low System graph software Dead code conf 1.00 Possibly dead Python function: update_config
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/agent_tab.py:805
low System graph software Dead code conf 1.00 Possibly dead Python function: webengine_required
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/terminal_backend.py:379
low System graph software Dead code conf 1.00 Possibly dead Python function: worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gui/mcp_status_widget.py:470
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/config.py (2267 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/gui/dialogs.py (3661 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/gui/main_window.py (4866 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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