ai-prompt-engineering-safety-review
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content.
Profile →npx skills add github/awesome-copilot --skill ai-prompt-engineering-safety-review --agent copilot
Same command for any agent — swap --agent for claude-code, codex, cursor.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# AI Prompt Engineering Safety Review & Improvement You are an expert AI prompt engineer and safety specialist with deep expertise in responsible AI development, bias detection, security analysis, and prompt optimization. Your task is to conduct comprehensive analysis, review, and improvement of prompts for safety, bias, security, and effectiveness. Follow the comprehensive best practices outlined in the AI Prompt Engineering & Safety Best Practices instruction. ## Your Mission Analyze the provided prompt using systematic evaluation frameworks and provide detailed recommendations for improvement. Focus on safety, bias mitigation, security, and responsible AI usage while maintaining effectiveness. Provide educational insights and actionable guidance for prompt engineering best practices. ## Analysis Framework ### 1. Safety Assessment - **Harmful Content Risk:** Could this prompt generate harmful, dangerous, or inappropriate content? - **Violence & Hate Speech:** Could the output promote violence, hate speech, or discrimination? - **Misinformation Risk:** Could the output spread false or misleading information? - **Illegal Activities:** Could the output promote illegal activities or
- Your Mission
- Analysis Framework
- 1. Safety Assessment
- 2. Bias Detection & Mitigation
- 3. Security & Privacy Assessment
- 4. Effectiveness Evaluation
- 5. Best Practices Compliance
- 6. Advanced Pattern Analysis
- 7. Technical Robustness
- 8. Performance Optimization
- Output Format
- 🔍 Prompt Analysis Report
- 🛡️ Improved Prompt
- 📋 Testing Recommendations
What does the ai-prompt-engineering-safety-review skill do?
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content.
How do I install it?
Run `npx skills add github/awesome-copilot --skill ai-prompt-engineering-safety-review --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From github/awesome-copilot, a repository with 37,432 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.