skills/testland/qa/fairlearn-fairness/Gen Agent Trust Hub

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 fairlearn package 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
Risk Level
SAFE
Analyzed
Aug 12, 2026, 10:57 AM
Security Audit — agent-trust-hub — fairlearn-fairness