ai-prompt-engineering-safety-review Skill for Claude: What It Does and How to Install It

Makes Claude review a prompt for safety, bias, security and effectiveness, then write an improved version with test cases.

Installs: 10.4K; on skills.sh
Stars: 40.7K; on GitHub
Updated: Oct 2026; last repo commit

This skill turns Claude into a prompt reviewer, from the community awesome-copilot collection. You give it a prompt and it scores the prompt across 8 areas: safety, bias, security and privacy, effectiveness, best-practice compliance, pattern use, technical robustness and performance.

The reply follows a long report format. It has an analysis with scores out of 5, critical issues and strengths, an improved prompt, testing recommendations and educational notes. The skill bundles one file and no scripts.

Good for

Developers writing prompts for production apps
Teams reviewing prompts for bias and injection risk
Anyone learning prompt engineering from a worked critique

Install ai-prompt-engineering-safety-review

Claude Code

Copy this prompt.

Install the ai-prompt-engineering-safety-review skill in Claude Code. Run this command:

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

Then check that it loaded and tell me how to use it.

2
Paste it into Claude Code. It shows the change and asks before running it.

Requires Node.js.

From its listing on skills.sh. Source.

What's in the skill

When it loads

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.

Sections in SKILL.md

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
🎓 Educational Insights
Instructions

Key facts

Author: GitHub (awesome-copilot community collection)
License: MIT (repo license from GitHub; SKILL.md states none)
Installs on skills.sh: 10,360 (Nov 2, 2026)
GitHub stars: 40,666 for the whole github/awesome-copilot repo (Nov 2, 2026)
Last repo commit: Oct 30, 2026
What it includes: 1 file: SKILL.md (no scripts or references)
Needs: A prompt to review. SKILL.md refers to an "AI Prompt Engineering & Safety Best Practices instruction" that this skill folder does not include

What it includes

8 review areas, from safety and bias to robustness and performance
Each area has a short list of questions, for example whether the prompt is open to injection or leaks system information.
Try: “Review this system prompt for bias and prompt injection risks, then rewrite it.”
Read · Analysis framework
Task classification, safety ratings, 1 to 5 scores, issues and strengths
The first part of the output, with scores for effectiveness, pattern use, robustness and performance.
Read · Prompt Analysis Report
Enhanced prompt plus safety, bias and security changes
Gives a complete rewritten prompt and lists the improvements, safety measures, bias mitigations and technical fixes.
Write · Improved Prompt
Test, edge-case, safety and bias tests, plus usage guidelines
Lists cases to try on the new prompt, and when to use it, when to avoid it and its limits.
Read · Testing Recommendations
Principles applied and common pitfalls avoided
Explains each principle used and why a mistake is a problem.
Read · Educational Insights
6 steps, plus safety and quality rules
Tells Claude to put safety over functionality, flag risks with mitigations and consider misuse cases.
Read · Instructions and guidelines

From the official docs

Questions

What does the ai-prompt-engineering-safety-review skill do?

It makes Claude audit a prompt. Claude rates it for safety, bias, security and clarity, writes an improved version and suggests tests.

How do I install it?

Use the install box at the top of this page. The skill is one SKILL.md file with no scripts.

Is it part of a plugin?

Yes. The Copilot CLI plugins security-best-practices (1 skill) and testing-automation (5 skills and 4 agents) both list it in their plugin.json. The awesome-copilot README documents plugin installs with copilot plugin install <plugin-name>@awesome-copilot. For Claude Code, use the install box.

Does it need another file?

SKILL.md tells Claude to follow an "AI Prompt Engineering & Safety Best Practices instruction". The skill folder holds only SKILL.md, so that instruction is not included here.

Are the scores reliable?

They are Claude's own ratings, not a test run. The skill asks for scores out of 5, and its testing section lists cases you can run yourself (our note).

Is it safe?

It bundles no scripts, so the skill is instructions for Claude. The prompt you paste goes to your assistant as part of the conversation, so leave out secrets and personal data. The README warns that awesome-copilot customizations come from third-party developers and should be inspected before installing.

Information

updated Nov 2, 2026

Repository: github/awesome-copilot
Folder: skills/ai-prompt-engineering-safety-review

github/awesome-copilot skills.sh

Sources

Docs, issue trackers and discussions this page is built from.

Show all 2

ai-prompt-engineering-safety-review SKILL.md · github.com
github/awesome-copilot README · github.com