shap
Pass
Audited by Gen Agent Trust Hub on Apr 16, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides instructional content for using the SHAP library, which is a standard tool for machine learning explainability. All code samples follow legitimate data science workflows.
- [DYNAMIC_EXECUTION]: The documentation references the use of
joblibandpicklefor serializing and deserializing models and explainer objects. While these are common practices in the machine learning ecosystem for handling local files, they are noted here as standard domain-specific behavior and do not involve untrusted remote sources. - [EXTERNAL_DOWNLOADS]: The skill instructs users on how to install well-known and verified packages such as
shap,xgboost, andtensorflowfrom official registries using theuv pipmanager.
Audit Metadata