✨ Prompt Optimizer
This skill should be used when users request help optimizing, improving, or refining their prompts or instructions for AI models. Use this skill when users provide vague, unclear, or poorly structured prompts and need assistance transforming them into clear, effective, and well-structured instructio
npx playbooks add skill hikanner/agent-skills --skill prompt-optimizer
About Prompt Optimizer
Prompt Optimizer specializes your AI coding agent in prompt engineering — it this skill should be used when users request help optimizing, improving, or refining their prompts or instructions for ai models. use this skill when users provide vague, unclear, or poorly structured prompts and need assistance transforming them into clear, effective, and well-structured instructio.
At 43 words, this compact prompt gives your agent specialized prompt engineering expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Crafting effective CLAUDE.md and .cursorrules files
- Designing system prompts for specialized AI agents
- Optimizing prompts for consistency and reliability
- Building skill and plugin definitions
Example Prompts
System Prompt (43 words)
This skill should be used when users request help optimizing, improving, or refining their prompts or instructions for AI models. Use this skill when users provide vague, unclear, or poorly structured prompts and need assistance transforming them into clear, effective, and well-structured instructio
Frequently Asked Questions
What is Prompt Optimizer?
Prompt Optimizer is a free prompt engineering skill for AI coding agents. This skill should be used when users request help optimizing, improving, or refining their prompts or instructions for AI models. Use this skill when users provide vague, unclear, or poorly structured prompts and need assistance transforming them into clear, effective, and well-structured instructio. It provides a specialized system prompt that configures your agent with prompt engineering expertise.
How do I use Prompt Optimizer with Claude Code?
Run npx playbooks add skill hikanner/agent-skills --skill prompt-optimizer in your terminal to install Prompt Optimizer into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Prompt Optimizer?
Prompt Optimizer is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Prompt Optimizer free to use?
Yes, Prompt Optimizer is completely free and open source. The full source is available on GitHub at https://github.com/hikanner/agent-skills/tree/main/prompt-optimizer. You only need a subscription to the AI agent you use it with.
