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.
Sign up free Scan another repo

afif103/ai-meeting-copilot-pro

https://github.com/afif103/ai-meeting-copilot-pro · scanned 2026-06-16 02:51 UTC (2 months, 1 week ago)

77 raw signals (0 security + 77 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v4 · 31 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
87.4
/100
Security checks
87
0 findings
System graph
87
66.7% cov · 31 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 3 Low 26 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 31 Crowd 0 Layer: Software 21 Quality 7 Frontend 1 Security 1 Cicd 1
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 87.4/100 with 66.7% coverage. It contains 79 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 31 findings — concentrated in software (21), quality (7), frontend (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 29 of 31 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 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 1 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, ci. 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 53 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 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: desktop_app.py:process_worker, desktop_app.py:process 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.
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 software Dead code conf 1.00 Possibly dead Python function: animate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:507
low System graph software Dead code conf 1.00 Possibly dead Python function: cancel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1141
low System graph software Dead code conf 1.00 Possibly dead Python function: change_user
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1678
low System graph software Dead code conf 1.00 Possibly dead Python function: copy_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:911
low System graph software Dead code conf 1.00 Possibly dead Python function: export_session
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1806
low System graph software Dead code conf 1.00 Possibly dead Python function: feed_audio
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:2103
low System graph software Dead code conf 1.00 Possibly dead Python function: finalize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1546
low System graph software Dead code conf 1.00 Possibly dead Python function: load_session
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1764
low System graph software Dead code conf 1.00 Possibly dead Python function: monitor_audio_quality
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:525
low System graph software Dead code conf 1.00 Possibly dead Python function: open_selected
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1041
low System graph software Dead code conf 1.00 Possibly dead Python function: open_transcript
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:917
low System graph software Dead code conf 1.00 Possibly dead Python function: process
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:2115
low System graph software Dead code conf 1.00 Possibly dead Python function: process_worker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:496
low System graph software Dead code conf 1.00 Possibly dead Python function: retry_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:934
low System graph software Dead code conf 1.00 Possibly dead Python function: save_and_close
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1135
low System graph software Dead code conf 1.00 Possibly dead Python function: save_session
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1727
low System graph software Dead code conf 1.00 Possibly dead Python function: show_stats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1942
low System graph software Dead code conf 1.00 Possibly dead Python function: test_spk
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1718
low System graph software Dead code conf 1.00 Possibly dead Python function: toggle_rec
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1555
low System graph software Dead code conf 1.00 Possibly dead Python function: update_persona_display
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:315
low System graph software Dead code conf 1.00 Possibly dead Python function: upload_doc
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
desktop_app.py:1570
low System graph quality Complexity conf 1.00 Very large file: desktop_app.py (2138 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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/4bf8bede-92fd-4faf-8541-33b2a4e10fc0/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/4bf8bede-92fd-4faf-8541-33b2a4e10fc0/

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.