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38 of your 41 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 1.89s · analysis 4.19s · 2.5 MB · GitHub preflight 673ms

pandas-dev/pandas-stubs

https://github.com/pandas-dev/pandas-stubs · scanned 2026-06-05 18:25 UTC (4 days, 19 hours ago) · 10 languages

86 raw signals (40 security + 46 graph) 81st percentile · Python · medium (20-100K LoC) System graph score 100 (lower by 20)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 19 hours ago · v2 · 53 actionable findings from 2 signal sources. 10 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
90.0
/100
Security checks
80
30 findings
System graph
100
88.9% cov · 23 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 92.0 0.20 18.40
documentation_score 72.0 0.15 10.80
practices_score 75.0 0.15 11.25
code_quality 58.4 0.10 5.84
Overall 1.00 80.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 2 Medium 3 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 30 System graph 23 Crowd 0 Layer: Security 2 Quality 45 Software 4 Api 1 Frontend 1
No flows synthesized yet.
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