ai-bias-auditor
OfficialEnsure AI fairness and mitigate bias.
AuthorEthical-AI-Syndicate
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the critical issue of bias in AI systems, ensuring fairness and preventing discriminatory outcomes before and after deployment.
Core Features & Use Cases
- Bias Identification: Detects fairness issues across various protected attributes and intersections.
- Metric Calculation: Quantifies bias using standard fairness metrics like Demographic Parity and Equalized Odds.
- Mitigation Strategies: Recommends actionable steps to reduce identified biases.
- Audit Documentation: Generates comprehensive reports for compliance and transparency.
- Use Case: Before launching a new AI-powered loan application system, use this Skill to audit for potential gender or racial bias, ensuring equitable treatment for all applicants.
Quick Start
Use the ai-bias-auditor skill to assess the fairness of the customer churn prediction model.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ai-bias-auditor Download link: https://github.com/Ethical-AI-Syndicate/skills/archive/main.zip#ai-bias-auditor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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