🔍 Optimize Prompt
Prompt optimization consultant for AI system prompts and custom instructions. Supports Claude API, OpenAI API, Gemini API, CLAUDE.md, ChatGPT, and n8n. Use when user wants to improve, review, or create prompts, system instructions, or custom instructions for any AI platform.
npx playbooks add skill thepexcel/agent-skills --skill optimize-prompt
About Optimize Prompt
The Optimize Prompt tool is a consultant for improving and reviewing prompts and custom instructions used with AI systems, connecting to various platforms including Claude API, OpenAI API, and ChatGPT. This tool enables developers to refine their prompts for better results from AI coding assistants. A developer would use Optimize Prompt when they want to create, review, or enhance prompts and instructions for any supported AI platform to achieve more effective outcomes.
At 40 words, this compact prompt gives your agent specialized code review & quality expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Catching bugs and security vulnerabilities before merge
- Enforcing code style and architectural consistency
- Reviewing PRs for performance and maintainability
- Generating detailed code review comments
Example Prompts
System Prompt (40 words)
Prompt optimization consultant for AI system prompts and custom instructions. Supports Claude API, OpenAI API, Gemini API, CLAUDE.md, ChatGPT, and n8n. Use when user wants to improve, review, or create prompts, system instructions, or custom instructions for any AI platform.
Frequently Asked Questions
What is Optimize Prompt?
Optimize Prompt is a free code review & quality skill for AI coding agents. Prompt optimization consultant for AI system prompts and custom instructions. Supports Claude API, OpenAI API, Gemini API, CLAUDE.md, ChatGPT, and n8n. Use when user wants to improve, review, or create prompts, system instructions, or custom instructions for any AI platform.. It provides a specialized system prompt that configures your agent with code review & quality expertise.
How do I use Optimize Prompt with Claude Code?
Run npx playbooks add skill thepexcel/agent-skills --skill optimize-prompt in your terminal to install Optimize Prompt into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Optimize Prompt?
Optimize Prompt is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Optimize Prompt free to use?
Yes, Optimize Prompt is completely free and open source. The full source is available on GitHub at https://github.com/thepexcel/agent-skills/tree/main/optimize-prompt. You only need a subscription to the AI agent you use it with.
