ai-prompt-engineering-safety-review

Analyzes prompts for safety, bias, privacy, and security issues.

1|Updated Mar 27, 2026

Search Tags:#risk-assessment #prompt-engineering #educational #bias-detection #security-analysis #safety-review

Ready to run

npx skills add https://github.com/leonanpereirapinto/ai-utils --skill ai-prompt-engineering-safety-review-leonanpereirapinto

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-prompt-engineering-safety-review
Source: https://github.com/leonanpereirapinto/ai-utils/tree/main/skills/essentials/ai-prompt-engineering-safety-review
Command: npx skills add https://github.com/leonanpereirapinto/ai-utils --skill ai-prompt-engineering-safety-review-leonanpereirapinto

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides structured evaluation and improvement of AI prompts to enhance safety, reduce bias, and strengthen security while preserving effectiveness.

Core Features & Use Cases

Comprehensive Evaluation Framework: Covers safety, bias, privacy, and ethics with actionable recommendations for prompt design.
Educational & Reproducible: Serves as a learning resource and reusable template for prompt reviews across teams.
Use Case: Teams reviewing onboarding prompts to mitigate bias and ensure responsible AI behavior across deployments.

Quick Start

Provide an initial prompt and request a full safety and effectiveness assessment.

Frequently Asked Questions about ai-prompt-engineering-safety-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

What is prompt safety review and why does it matter?▼

Prompt safety review is the systematic assessment of prompts to identify and mitigate bias, privacy, and security risks. It matters because it ensures responsible AI behavior by enforcing constraints and safety measures across deployments.

How do I assess bias and security risks in AI prompts?▼

To assess bias and security risks in AI prompts, apply a comprehensive evaluation framework that analyzes clarity, context, constraints, format, and maintainability. This identifies vulnerabilities and produces an improved prompt version with active mitigations.

Can I use this prompt evaluation framework for team onboarding templates?▼

Yes, you can use this prompt evaluation framework for team onboarding templates. It serves as a reproducible educational resource, allowing teams to standardize safety reviews and ensure consistent responsible AI behavior across different deployments.

What does a comprehensive prompt safety analysis include?▼

A comprehensive prompt safety analysis includes evaluating safety, bias, privacy, and ethics. It delivers actionable recommendations for prompt design, applies evaluation criteria to assess maintainability, and outputs an improved prompt version with tested mitigations.

How do I improve an AI prompt to reduce bias and strengthen security?▼

To improve an AI prompt and reduce bias, provide the initial prompt for a systematic evaluation. The analysis identifies specific safety and privacy issues, delivering an improved prompt version with tested safety measures and educational insights.