fairlearn-fairness
Pass
Audited by Gen Agent Trust Hub on Aug 12, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill contains educational content and code snippets for machine learning fairness evaluation using the Fairlearn library. No malicious behavior or security vulnerabilities were identified.
- [EXTERNAL_DOWNLOADS]: The skill includes instructions to install the
fairlearnpackage via standard package managers (pip,conda). These references target well-known, reputable software registries. - [COMMAND_EXECUTION]: Shell commands provided are limited to standard software installation procedures (
pip install,conda install). - [DATA_EXFILTRATION]: No evidence of sensitive data access or unauthorized network communication was found. All data processing is performed locally on model evaluation data.
Audit Metadata