The Agent Skills Directory

[SAFE]: The skill implements hyperparameter tuning using standard, well-known machine learning libraries including XGBoost, Optuna, Scikit-learn, and Pandas.
[SAFE]: Data access is limited to reading CSV and Parquet files provided via the --data_path argument. No unauthorized file system access or sensitive path traversal was detected.
[SAFE]: All operations are local; no network requests or data exfiltration patterns were found in the analyzed scripts.
[SAFE]: The code uses standard 'vendoring' practices to manage internal dependencies, adding local paths to sys.path to ensure module availability.
[SAFE]: Model saving and loading use standard XGBoost and JSON serialization methods for metadata, which do not pose a high security risk in this context.

xgb-tuning