home/categories/llm-ai/sitechfromgeorgia-georgian-distribution-system-claude-skills-prompt-optimization-skill-md
llm-aidata-ai

prompt-optimization

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.

sitechfromgeorgia
maintainer
sitechfromgeorgia
Updated 1/16/2026
Stars
0
Forks
0
quick start

Installation and usage

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.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use prompt-optimization