scvi-tools
Pass
Audited by Gen Agent Trust Hub on Apr 16, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill serves as a technical manual for scvi-tools, a reputable framework in the bioinformatics community. All code snippets demonstrate standard data science and genomics analysis patterns using established libraries.
- [EXTERNAL_DOWNLOADS]: The skill recommends installing 'scvi-tools' using standard package managers. This is a well-known, legitimate library for single-cell analysis.
- [COMMAND_EXECUTION]: The provided Python snippets use standard biological analysis libraries (scanpy, scvi, scvelo) for data processing, model training, and visualization. No dangerous or unauthorized shell commands were detected.
- [DATA_EXPOSURE]: No patterns of credential harvesting or sensitive data exfiltration were found. The skill focuses on processing scientific data stored in standard formats like AnnData.
- [PROMPT_INJECTION]: The instructions do not contain any patterns intended to bypass AI safety guidelines or override system prompts.
Audit Metadata