umap-learn
Pass
Audited by Gen Agent Trust Hub on Jun 21, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill installs legitimate Python packages (
umap-learn,scikit-learn,hdbscan) from official registries using standard package managers. - [SAFE]: Documentation includes security best practices, such as warning users against naming local files after system libraries (e.g.,
umap.py), which prevents accidental module poisoning or shadowing. - [SAFE]: All external links point to reputable sources, including the official project documentation on ReadTheDocs and the primary GitHub repository for the UMAP project.
- [SAFE]: The code examples demonstrate standard usage of data science libraries without any suspicious network operations, credential harvesting, or obfuscated commands.
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