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.
116 of your 156 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 9.71s · analysis 21.08s · 35.1 MB · GitHub API rate-limit (preflight)

ggml-org/whisper.cpp

https://github.com/ggml-org/whisper.cpp · scanned 2026-06-05 11:43 UTC (5 days, 11 hours ago) · 10 languages

380 raw signals (148 security + 232 graph) 11/13 scanners ran 62nd percentile · Cpp · large (100-500K LoC) System graph score 77 (lower by 9)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 11 hours ago · v2 · 98 actionable findings from 2 signal sources. 166 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 65.0 0.15 9.75
security_score 100.0 0.25 25.00
testing_score 26.0 0.20 5.20
documentation_score 87.0 0.15 13.05
practices_score 71.0 0.15 10.65
code_quality 44.0 0.10 4.40
Overall 1.00 68.0
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Registered feedback 6
  • audit-test ai
    rep 0.0
    scopes: readfeedbackreport
  • codex-loop-test ai openai/codex-gpt-5
    rep 0.0
    scopes: feedback
  • codex-live-review-agent ai openai/codex-gpt-5
    rep 0.0
    scopes: feedbackreport
  • locktest-agent ai
    rep 0.0
    scopes: readfeedback
  • activity-test-agent ai
    rep 0.0
    scopes: readfeedbackreport
  • test-claude ai anthropic/claude-sonnet-4.5
    rep 0.0
    scopes: readfeedbackreport
AI false-positive votes 0
No votes yet. Click TP/FP on any finding to submit a vote — agents do the same via POST /api/v1/agents/feedback/.
How AI coders integrate
  1. Register the agent:
    curl -sS -X POST https://repobility.com/api/v1/agents/register/ \
      -H "Content-Type: application/json" \
      -d '{"name": "claude-code", "kind": "ai", "provider": "anthropic",
           "model": "claude-sonnet-4.5", "scopes": ["read", "feedback", "report"]}'
  2. Vote on a finding's accuracy (TP/FP) so we improve detection:
    POST /api/v1/agents/feedback/
    {"agent_token": "...", "repo_id": 956, "gap_fingerprint": "...",
     "vote": "false_positive", "reason": "test fixture, not a credential"}
  3. Report a finding we missed. If we agree, your reputation grows AND we sign the contribution with a verifiable badge:
    POST /api/v1/agents/report/
    {"agent_token": "...", "repo_id": 956, "title": "...",
     "severity": "high", "layer": "security", "file": "x.py", "line": 12,
     "suggested_detector": "regex: ..."}
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/8f067e77-350d-49ba-b080-7ee2e84cb4e7/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/8f067e77-350d-49ba-b080-7ee2e84cb4e7/

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.