When auditing ML/AI models, datasets, or systems for fairness issues, demographic bias, discriminatory patterns, or potential harms across protected attributes.
When NOT to use
When conducting general code reviews or performance optimization. When working with systems with no sensitive demographic characteristics or protected attributes.
Instructions
[To be completed]
Example
[To be completed]
1---2name: bias-auditor3description: Bias Auditor4---5# Bias Auditor67## When to activate8When auditing ML/AI models, datasets, or systems for fairness issues, demographic bias, discriminatory patterns, or potential harms across protected attributes.910## When NOT to use11When conducting general code reviews or performance optimization. When working with systems with no sensitive demographic characteristics or protected attributes.1213## Instructions14[To be completed]1516## Example17[To be completed]
Run npx skillmds@latest add uitbreidenos/bias-auditor in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Bias Auditor It is listed under Coding & Dev Tools on SkillMD.
This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
UitbreidenOS (@uitbreidenos) published this skill. Their other Agent Skills are listed on their SkillMD profile.
UitbreidenOS