SkillTrust

← All skills

validating-ai-ethics-and-fairness

95 / 100 · Low risk

Fine to try.

By BbgnsurfTech/claude-skills-collection (GitHub) · other · 29 stars · scanned at commit 01d3faf

Validate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assessment, or bias detection. Trigger with phrases like "evaluate model fairness", "check for bias", or "validate AI ethics".

Works with any agent that supports SKILL.md skills.

What this skill can do

Connects to the internet

The author does not mention this.

Found in 3 places.

Other copies in this repository

BbgnsurfTech/claude-skills-collection has 2 more folders with a skill named validating-ai-ethics-and-fairness. This page shows the lowest-scoring copy.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'validating-ai-ethics-and-fairness' ] || [ -L ~/.agents/skills/'validating-ai-ethics-and-fairness' ]; then echo 'A skill folder named validating-ai-ethics-and-fairness already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BbgnsurfTech/claude-skills-collection' "$d" && git -C "$d" checkout --quiet '01d3fafeca1133f841956b8b90b939fee92d71e7' -- 'plugins/claude-code-plugins-plus/plugins/ai-ml/ai-ethics-validator/skills/ai-ethics-validator' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/claude-code-plugins-plus/plugins/ai-ml/ai-ethics-validator/skills/ai-ethics-validator' ~/.agents/skills/'validating-ai-ethics-and-fairness' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'validating-ai-ethics-and-fairness' ~/.claude/skills/'validating-ai-ethics-and-fairness' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for BbgnsurfTech/claude-skills-collection shows the score of its lowest-scoring skill.

SkillTrust badge for BbgnsurfTech/claude-skills-collection

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/BbgnsurfTech/claude-skills-collection.svg)](https://zalavijaysinh.github.io/skilltrust/repos/BbgnsurfTech/claude-skills-collection/)

Score history

DateVersionScore
2026-11-0701d3faf95