Skillpeople-foundryv1.0

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+—Average

Adoption: BQuality: AFreshness: A+Citations: C+Engagement: 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: 100%

Index Score

53.7

Adoption

Quality

Freshness

Citations

Engagement

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