Audits AI systems for bias, fairness, and privacy. Analyzes prompts and datasets to ensure ethical and safe AI implementation.
Resources
2Install
npx skillscat add famaoai-creator/gemini-skills/ai-ethics-auditor Install via the SkillsCat registry.
About this skill
The AI Ethics Auditor analyzes AI configurations, prompts, and datasets to identify potential bias, fairness issues, and privacy violations. It helps prevent discriminatory AI behavior and data leaks by auditing for stereotypical language, historical biases, PII exposure, and dark patterns. Developers should use this skill when implementing or reviewing AI systems to ensure ethical compliance and safe user interactions.
SKILL.md
AI Ethics Auditor
This skill protects your organization by ensuring AI implementations are fair, unbiased, and respect user privacy.
Capabilities
1. Bias & Fairness Audit
- Analyzes prompts for stereotypical or discriminatory language.
- Checks if datasets contain historical biases that could lead to unfair AI decisions.
2. AI Safety Verification
- Verifies that PII (Personally Identifiable Information) is not leaked through AI responses.
- Audits for "dark patterns" in AI-driven user interactions.
Usage
- "Audit our RAG prompt for potential gender or racial bias."
- "Perform an ethics check on this customer support chatbot dataset."
Knowledge Protocol
- This skill adheres to the
knowledge/orchestration/knowledge-protocol.md. It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.