validating-ai-ethics-and-fairness

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.

Content Preview
---
name: validating-ai-ethics-and-fairness
description: |
  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".
  
allowed-tools: Read, Write, Edit, Grep, Glob, Bash(python:*)
version: 1.0.0
author: Jeremy Longshore <[email protected]>
license: MIT
compatible-with: claude-
How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/validating-ai-ethics-and-fairness.md \
  https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/ai-ml/ai-ethics-validator/skills/validating-ai-ethics-and-fairness/SKILL.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/jeremylongshore/claude-code-plugins-plus-skills

Then reference at plugins/ai-ml/ai-ethics-validator/skills/validating-ai-ethics-and-fairness/SKILL.md

Related Skills

Validating AI Ethics and Fairness
This skill enables Claude to validate the ethical implications and fairness of AI/ML models and datasets. It is triggered when the user requests an ethics review, fairness assessment, or bias detection for an AI system. The skill uses the ai-ethics-validator plugin to analyze models, datasets, and c
skill-adaptervalidating ai ethics and fairness

by jeremylongshore · plugins-plus-skills

Validating Authentication Implementations
This skill enables Claude to validate authentication implementations against security best practices and industry standards. It analyzes various authentication methods, including JWT, OAuth, session-based authentication, and API keys. Use this skill when you need to perform an authentication securit
skill-adaptervalidating authentication implementations

by jeremylongshore · plugins-plus-skills

Validating API Contracts
This skill validates API contracts using consumer-driven testing and OpenAPI validation. It leverages Pact for consumer-driven contract testing, ensuring that API providers adhere to the expectations of their consumers. It also validates APIs against OpenAPI specifications to guarantee compliance an
skill-adaptervalidating api contracts

by jeremylongshore · plugins-plus-skills

Validating CORS Policies
This skill enables Claude to validate Cross-Origin Resource Sharing (CORS) policies. It uses the cors-policy-validator plugin to analyze CORS configurations and identify potential security vulnerabilities. Use this skill when the user requests to "validate CORS policy", "check CORS configuration", "
skill-adaptervalidating cors policies

by jeremylongshore · plugins-plus-skills