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100 of your 173 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 4.24s · analysis 17.32s · 7.4 MB · GitHub preflight 417ms

sharkdp/bat

https://github.com/sharkdp/bat · scanned 2026-06-04 22:46 UTC (10 hours, 24 minutes ago) · 10 languages

242 findings (170 legacy + 72 scanner) 80th percentile · Rust · medium (20-100K LoC) Scanner says 78 (lower by 3)

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

Complete repo analysis

Last scanned 10 hours, 21 minutes ago · v2 · 206 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
74.5
/100
Repobility
71
170 legacy
9-layer
79
100.0% cov · 36 gaps
Critical
3
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 50.8 0.25 12.70
testing_score 85.0 0.20 17.00
documentation_score 98.0 0.15 14.70
practices_score 81.0 0.15 12.15
code_quality 64.5 0.10 6.45
Overall 1.00 75.7
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 3 High 130 Medium 32 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 170 9-layer 36 Crowd 0 Layer: Software 113 Cicd 15 Quality 69 Api 1 Frontend 4 Hardware 3 Security 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/.
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": 697, "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": 697, "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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