🎯

ai-prompt-engineering-safety-review

🎯Skill

from github/awesome-copilot

What it does

Reviews AI prompts for safety, bias, security vulnerabilities, and effectiveness with improvement recommendations.

Overview

AI Prompt Engineering Safety Review is a GitHub Copilot skill that performs comprehensive safety analysis of AI prompts. It examines prompts for safety issues, bias, security vulnerabilities, and effectiveness, then provides detailed improvement recommendations backed by extensive frameworks, testing methodologies, and educational content.

Key Features

Safety and bias analysis: Detects potential safety risks and biases embedded in AI prompts that could lead to harmful or unfair outputs.
Security vulnerability detection: Identifies prompt injection risks, data leakage vectors, and other security concerns in prompt designs.
Effectiveness evaluation: Assesses prompt clarity, specificity, and structure to ensure they produce reliable, high-quality AI responses.
Detailed improvement recommendations: Provides actionable suggestions with supporting frameworks and testing methodologies for prompt refinement.

Who is this for?

This skill is designed for AI engineers, prompt designers, and development teams building AI-powered applications who need to ensure their prompts are safe, unbiased, and secure. It is especially valuable for organizations deploying LLM-based products where prompt quality directly impacts user safety and product reliability.

📦

Same repository

github/awesome-copilot(315 items)

ai-prompt-engineering-safety-review

Installation

Vibe Index InstallInstalls to .claude/skills/ - auto-recognized by Claude Code

npx vibeindex add github/awesome-copilot --skill ai-prompt-engineering-safety-review

skills.sh Install⚠ Installs to .agents/skills/ - may not be auto-recognized by Claude Code

npx skills add github/awesome-copilot --skill ai-prompt-engineering-safety-review

Manual InstallCopy SKILL.md content and save to the path below

~/.claude/skills/ai-prompt-engineering-safety-review/SKILL.md

SKILL.md

9,020Installs

AddedFeb 25, 2026

View on GitHub Back to Skills

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