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heyjustinai

Prompt Ops MCP

by heyjustinai

promptenhancer

Transform basic prompts into comprehensive, well-structured versions using a two-step optimization process that first provides guidelines then refines the prompt for enhanced effectiveness.

Instructions

A prompt optimization tool that guides you through transforming basic prompts into comprehensive, well-structured prompts.

How it works:

  1. First call: Provide an originalPrompt to receive optimization guidelines

  2. The LLM follows the guidelines to create an optimized version

  3. Second call: Provide the optimizedPrompt to get it ready for use

This tool uses a meta-prompting approach where the LLM does the actual optimization work.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
originalPromptNoThe original prompt you want to optimize
optimizedPromptNoThe optimized prompt created by following the guidelines
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