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ai-prompt-optimizer

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Turn vague prompts into precise prompts.

Software Engineering#templates#optimization#llm#prompt-engineering#prompt#codeagent#memoryagent
Authorjnotsknab
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill transforms vague or poorly structured prompts into clear, well-scoped prompts that maximize the quality of LLM responses and reduce back-and-forth.

Core Features & Use Cases

  • Analyze the original prompt with CodeAgent to identify ambiguities, missing constraints, and opportunities for structure.
  • Generate optimized prompt versions that clarify intent, define output format, and tailor tone or persona.
  • Create domain-specific prompt templates for coding, writing, research, and other tasks.
  • Store successful optimized prompts in MemoryAgent for reuse and future retrieval.

Quick Start

Provide the prompt you want to improve and request an optimized version with rationale.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-prompt-optimizer
Download link: https://github.com/jnotsknab/mux-swarm/archive/main.zip#ai-prompt-optimizer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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