Bias Mitigation
by AaaS · open-source · Last verified 2026-03-28
Runs automated disparate-impact testing on screening batches to ensure no protected class is disproportionately affected. Produces bias audit reports with statistical evidence, flags potential violations of employment discrimination laws, and recommends corrective actions.
https://aaas.blog/skill/bias-mitigation ↗C
C—Below Average
Adoption: BQuality: AFreshness: A+Citations: FEngagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- disparate-impact-testing, protected-class-analysis, statistical-audit-reporting, violation-flagging, corrective-recommendation
- Integrations
- greenhouse, workday, compliance-frameworks
- Use Cases
- hiring-compliance, ai-act-compliance, algorithmic-accountability
- API Available
- No
- Difficulty
- advanced
- Prerequisites
- Supported Agents
- uc-candidate-screener, uc-ai-governance-auditor
- Tags
- bias, fairness, compliance, anti-discrimination, audit
- Added
- 2026-03-28
- Completeness
- 87%
Index Score
41Adoption
60
Quality
84
Freshness
94
Citations
2
Engagement
0