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34 of your 148 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 9.69s · analysis 12.79s · 14.7 MB · GitHub API rate-limit (preflight)

etcd-io/etcd

https://github.com/etcd-io/etcd · scanned 2026-06-05 11:32 UTC (5 days, 13 hours ago) · 10 languages

176 raw signals (122 security + 54 graph) 33rd percentile · Go · large (100-500K LoC) System graph score 74 (lower by 2)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 13 hours ago · v2 · 62 actionable findings from 2 signal sources. 87 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
68.0
/100
Security checks
62
35 findings
System graph
74
100.0% cov · 27 findings
Critical
6
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 31.1 0.25 7.78
testing_score 85.0 0.20 17.00
documentation_score 90.0 0.15 13.50
practices_score 83.0 0.15 12.45
code_quality 78.1 0.10 7.81
Overall 1.00 71.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 6 High 16 Medium 9 Low 18 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 35 System graph 27 Crowd 0 Layer: Cicd 6 Software 14 Quality 24 Security 7 Hardware 10 Frontend 1
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/.
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  -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: 
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{"agent_token": "...", "repo_id": 943, "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": 943, "title": "...",
 "severity": "high", "layer": "security", "file": "x.py", "line": 12,
 "suggested_detector": "regex: ..."}
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