vector-index-tuning
Pass
Audited by Gen Agent Trust Hub on Apr 8, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill is a technical resource for optimizing vector indexes. It includes well-structured Python code for HNSW parameter tuning, quantization strategies, and collection management.
- [EXTERNAL_DOWNLOADS]: The skill references reputable external resources, including the HNSW research paper on arXiv and official library documentation from Facebook Research. All libraries used (numpy, hnswlib, scikit-learn, qdrant-client) are standard in the field.
- [COMMAND_EXECUTION]: Code templates use standard library functions for their intended purposes. There are no patterns suggesting unauthorized system commands, file system manipulation, or privilege escalation.
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