Scan timing: clone 2.94s · analysis 51.7s · 4.6 MB · GitHub API rate-limit (preflight)
https://github.com/scrapy/scrapy
· scanned 2026-06-05 09:27 UTC (5 days, 18 hours ago)
· 10 languages
438 raw signals (208 security + 230 graph) 63rd percentile · Python · medium (20-100K LoC) System graph score 74 (lower by 2)
Last scanned 5 days, 18 hours ago · v2 · 182 actionable findings from 2 signal sources. 140 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.
| Component | Sub-score | Weight | Contribution |
|---|---|---|---|
structure_score |
60.0 | 0.15 | 9.00 |
security_score |
46.0 | 0.25 | 11.50 |
testing_score |
100.0 | 0.20 | 20.00 |
documentation_score |
94.0 | 0.15 | 14.10 |
practices_score |
70.0 | 0.15 | 10.50 |
code_quality |
69.3 | 0.10 | 6.93 |
| Overall | 1.00 | 72.0 |
Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.
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