prompt-optimization

Features and purpose

Transform vague requests into production-ready, hallucination-free prompts optimized for Claude 4.x. Applies investigation-first protocols, anti-hallucination guards, extended thinking patterns, and multishot examples. Use when user requests prompt improvement, optimization, or asks to fix hallucinations, structure vague requests, apply Claude 4.x best practices, or create production-grade prompts.

Quick start

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.