prompt-optimizer

GitHub

优化LLM提示词以提升性能。分析原提示词的模糊或弱点,改进清晰度、结构和约束,并输出对比及修改说明。

examples/prompt-optimizer/SKILL.md elisaterumi-ai/agent-skills-in-practice

Trigger Scenarios

需要优化AI提示词时 提升大模型响应质量时

Install

npx skills add elisaterumi-ai/agent-skills-in-practice --skill prompt-optimizer -g -y
More Options

Non-standard path

npx skills add https://github.com/elisaterumi-ai/agent-skills-in-practice/tree/main/examples/prompt-optimizer -g -y

Use without installing

npx skills use elisaterumi-ai/agent-skills-in-practice@prompt-optimizer

指定 Agent (Claude Code)

npx skills add elisaterumi-ai/agent-skills-in-practice --skill prompt-optimizer -a claude-code -g -y

安装 repo 全部 skill

npx skills add elisaterumi-ai/agent-skills-in-practice --all -g -y

预览 repo 内 skill

npx skills add elisaterumi-ai/agent-skills-in-practice --list

SKILL.md

Frontmatter
{
    "name": "prompt-optimizer",
    "description": "Improves prompts for better LLM performance. Use when refining prompts."
}

Instructions

  1. Analyze the original prompt
  2. Identify ambiguities or weaknesses
  3. Improve clarity and structure
  4. Add constraints if needed

Output Format

Original Prompt

...

Improved Prompt

...

Improvements

  • Explanation of changes

Version History

  • 281cc81 Current 2026-07-24 16:50

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Metadata

Files
0
Version
281cc81
Hash
40c2e3aa
Indexed
2026-07-24 16:50

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