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Imbad0202/academic-research-skills

https://github.com/Imbad0202/academic-research-skills.git · scanned 2026-05-16 02:10 UTC (2 weeks, 6 days ago) · 10 languages

71 findings (7 legacy + 64 scanner) 85th percentile · Python · medium (20-100K LoC) Scanner says 86 (lower by 5)

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

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 6 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
79.1
/100
Repobility
72
6 legacy
9-layer
86
77.8% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 94.8 0.25 23.70
testing_score 100.0 0.20 20.00
documentation_score 100.0 0.15 15.00
practices_score 65.0 0.15 9.75
code_quality 66.2 0.10 6.62
Overall 1.00 81.1
Calibrated penalty buckets (security_score): agent: 3.2 · threat: 2.0
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 3 Medium 2 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 6 9-layer 0 Crowd 0 Layer: Quality 3 Security 1 Software 2

Last 1 scan of this repo. Each new scan persists a full payload — historical comparison is exact, not lossy.

v1
May 16 02:10
v#IDStatusScoreGapsNodesCommitStarted
v scan_c54daaff11ce ok 86.3 64 2477 ea18303 May 16 02:10
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