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NVIDIA-AI-Blueprints/video-search-and-summarization

https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization.git · scanned 2026-05-16 01:59 UTC (2 weeks, 6 days ago) · 10 languages

301 findings (107 legacy + 194 scanner) 25th percentile · Python · large (100-500K LoC) Scanner says 54 (higher by 11)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 89 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
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 51.3 0.25 12.82
testing_score 95.0 0.20 19.00
documentation_score 90.0 0.15 13.50
practices_score 55.0 0.15 8.25
code_quality 57.8 0.10 5.78
Overall 1.00 65.3
Calibrated penalty buckets (security_score): agent: 2.3 · authz: 1.2 · docker: 112.8 · threat: 20.3
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Last 1 scan of this repo. Each new scan persists a full payload — historical comparison is exact, not lossy.

v1
May 16 01:58
v#IDStatusScoreGapsNodesCommitStarted
v scan_78680a5b4d4c ok 54.0 194 5024 dfa79c9 May 16 01:58
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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