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2 of your 9 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 3.11s · analysis 0.66s · 12.8 MB · GitHub API rate-limit (preflight)

yan-labs/serenity-aleabitoreddit

https://github.com/yan-labs/serenity-aleabitoreddit · scanned 2026-06-05 14:50 UTC (5 days, 4 hours ago) · 10 languages

18 raw signals (6 security + 12 graph) 74th percentile · Python · tiny (<2K LoC) System graph score 94 (lower by 21)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 4 hours ago · v2 · 11 actionable findings from 2 signal sources. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
83.0
/100
Security checks
73
5 findings
System graph
94
66.7% cov · 6 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 45.0 0.15 6.75
security_score 100.0 0.25 25.00
testing_score 70.0 0.20 14.00
documentation_score 55.0 0.15 8.25
practices_score 70.0 0.15 10.50
code_quality 80.0 0.10 8.00
Overall 1.00 72.5
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 3 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 5 System graph 6 Crowd 0 Layer: Quality 6 Software 1 Api 1 Frontend 1 Security 1 Cicd 1

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.

No integrity bug-classes triggered on this scan. The 6 classes we check for — fragile runtime, duplicates, orphan pages, legacy markers, commented-out code, config drift — have zero matches. Solid foundation.
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