Prompt Enhancer Skill

Purpose

Transform user prompts into enhanced, production-ready versions that are concise, clean, and optimally structured for AI agents and sub-agents. Includes optimization techniques for reducing LLM output token usage while maintaining semantic accuracy and backward compatibility.

When to Use This Skill

Use this skill when:

• User explicitly asks to improve, enhance, or optimize a prompt
• User sends an unclear, verbose, or poorly structured prompt
• User mentions they want better results from AI interactions
• User asks for help writing prompts for agents or automation
• User's request lacks clarity or proper structure
• User wants to reduce LLM output tokens or API costs
• User needs to optimize JSON schema for token efficiency
• User requests compact output format while maintaining compatibility

Core Principles