Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

dimichgh/voice-apps

https://github.com/dimichgh/voice-apps · scanned 2026-06-17 01:56 UTC (1 month, 1 week ago)

13 raw signals (0 security + 13 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +12.4 (diff) · 13 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 89.1/100 with 44.4% coverage. It contains 85 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 13 findings — concentrated in software (8), quality (4), security (1). Risk profile is low: 0 critical, 0 high, 3 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 13 of 13 actionable findings. 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 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 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 quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 5 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 83 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 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 software Dead code conf 1.00 Possibly dead Python function: cmd_bench
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:577
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_disk
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:499
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_install
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:446
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:401
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_remove
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:477
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:538
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_search
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:517
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_show
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mlxmgr.py:419
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/627bf4ac-dab5-4c7d-b290-3730f779aa27/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/627bf4ac-dab5-4c7d-b290-3730f779aa27/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.