✨ Prompt Optimization
This skill optimizes prompts for LLMs and AI systems, improving response quality through structured design, few-shot learning, and clear output formats.
npx playbooks add skill 89jobrien/steve --skill prompt-optimization
About Prompt Optimization
This skill optimizes prompts for LLMs and AI systems, improving response quality through structured design, few-shot learning, and clear output formats.
The 21-word prompt provides structured prompt engineering guidance — covering detailed methodology and consistent output formats. Install it in one command.
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 (21 words)
This skill optimizes prompts for LLMs and AI systems, improving response quality through structured design, few-shot learning, and clear output formats.
Frequently Asked Questions
What is Prompt Optimization?
Prompt Optimization is a free prompt engineering skill for AI coding agents. This skill optimizes prompts for LLMs and AI systems, improving response quality through structured design, few-shot learning, and clear output formats.. It provides a specialized system prompt that configures your agent with prompt engineering expertise.
How do I use Prompt Optimization with Claude Code?
Run npx playbooks add skill 89jobrien/steve --skill prompt-optimization in your terminal to install Prompt Optimization into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Prompt Optimization?
Prompt Optimization 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 Optimization free to use?
Yes, Prompt Optimization is completely free and open source. The full source is available on GitHub at https://github.com/89jobrien/steve/tree/main/steve/skills/prompt-optimization. You only need a subscription to the AI agent you use it with.
