The Agent Skills Directory

[SAFE]: The skill provides comprehensive documentation and a reference script for machine learning model explanation using the SHAP library.
[SAFE]: All identified dependencies, including shap, scikit-learn, numpy, pandas, and matplotlib, are well-known, industry-standard libraries for data science.
[SAFE]: The skill explicitly includes security best practices, such as warning users against loading untrusted pickle or model artifacts which could lead to arbitrary code execution.
[SAFE]: The bundled script scripts/tabular_report.py follows a deterministic workflow for training a model on a built-in dataset and generating reports, with no evidence of malicious behavior or unsafe data handling.
[SAFE]: Installation instructions use uv, a standard tool for Python package management, to install the specific version 0.52.0 of the SHAP library.

shap