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118 of your 236 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.
Upstream (GitHub) caused delay on this scan — not Repobility.
  • GitHub API rate-limited (HTTP 403) — preflight skipped, fell back to direct git clone.
  • Clone from GitHub took 45.2s for a 104.6 MB repo slow.
  • Repobility's analysis ran in 8.46s after the clone landed.

open-webui/open-webui

https://github.com/open-webui/open-webui · scanned 2026-06-05 04:50 UTC (8 hours, 37 minutes ago) · 10 languages

893 findings (223 legacy + 670 scanner) 11/13 scanners ran 33rd percentile · Python · large (100-500K LoC)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 8 hours, 36 minutes ago · v2 · 558 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
77.3
/100
Repobility
85
223 legacy
9-layer
70
100.0% cov · 335 gaps
Critical
5
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 100.0 0.25 25.00
testing_score 0.0 0.20 0.00
documentation_score 92.0 0.15 13.80
practices_score 89.0 0.15 13.35
code_quality 45.0 0.10 4.50
Overall 1.00 69.4
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
Severity: Critical 5 High 156 Medium 74 Low 271 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 223 9-layer 335 Crowd 0 Layer: Software 69 Quality 252 Security 45 Cicd 27 Frontend 111 Hardware 3 Api 51
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": 732, "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": 732, "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
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API access

This page is publicly accessible at: https://repobility.com/scan/eece5801-31e4-4d8a-b69e-8e16dd5dfc24/

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curl -s https://repobility.com/api/v1/public/scan/eece5801-31e4-4d8a-b69e-8e16dd5dfc24/

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