The Agent Skills Directory

[SAFE]: The skill provides installation instructions for the standard umap-learn package and optional components like parametric_umap (which depends on TensorFlow) using the uv package manager. These are well-established libraries in the data science community.
[SAFE]: All code snippets demonstrate legitimate use of dimensionality reduction, clustering, and visualization tools using standard libraries such as scikit-learn, matplotlib, and hdbscan.
[SAFE]: No evidence of prompt injection, data exfiltration, obfuscation, or unauthorized command execution was found. The instructions focus on mathematical parameter tuning and standard machine learning workflows.

umap-learn