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158 of your 194 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 5.14s · analysis 6.56s · 5.9 MB · GitHub preflight 513ms

subzeroid/instagrapi

https://github.com/subzeroid/instagrapi · scanned 2026-06-05 18:24 UTC (4 days, 19 hours ago) · 10 languages

437 raw signals (191 security + 246 graph) 66th percentile · Python · medium (20-100K LoC) System graph score 88 (lower by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 19 hours ago · v2 · 153 actionable findings from 2 signal sources. 160 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.8
/100
Security checks
68
58 findings
System graph
88
88.9% cov · 95 findings
Critical
2
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 55.0 0.25 13.75
testing_score 90.0 0.20 18.00
documentation_score 89.0 0.15 13.35
practices_score 82.0 0.15 12.30
code_quality 42.5 0.10 4.25
Overall 1.00 72.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 8 Medium 5 Low 87 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 58 System graph 95 Crowd 0 Layer: Security 3 Quality 107 Software 38 Cicd 3 Api 1 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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  -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": 1171, "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": 1171, "title": "...",
 "severity": "high", "layer": "security", "file": "x.py", "line": 12,
 "suggested_detector": "regex: ..."}
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