AgentSkillsCN

prompt-enhancer

使用 Chain-of-Thought 推理增强和优化 AI 编码代理的提示。当用户要求改进、优化、重写或增强提示时使用。将模糊请求转化为针对 Codex、Claude Code 或 Gemini CLI 的结构化、高上下文指令。

SKILL.md
--- frontmatter
name: prompt-enhancer
description: Enhance and refine prompts for AI coding agents using Chain-of-Thought reasoning. Use when user asks to improve, optimize, rewrite, or enhance a prompt. Transforms vague requests into structured, high-context instructions for Codex, Claude Code, or Gemini CLI.

Prompt Enhancer Skill

Transforms vague or simple prompts into structured, high-context instructions optimized for AI coding agents.

When to Use

  • •User asks to "improve my prompt" or "make this prompt better"
  • •User wants to "optimize this instruction for Codex"
  • •User needs help writing a better prompt for an AI agent
  • •User mentions "prompt engineering" or "rewrite this"

Quick Start

Run the enhance script with the user's prompt:

bash
python3 ~/.codex/skills/prompt-enhancer/scripts/enhance.py "user's raw prompt here"

How It Works

The enhancer applies these principles:

  1. •Add Context: What project/tech stack is involved?
  2. •Clarify Objective: What exactly should be accomplished?
  3. •Chain of Thought: Add step-by-step reasoning instructions
  4. •Define Constraints: What are the boundaries and requirements?
  5. •Specify Output: What format should the result be in?

Output Format

The enhanced prompt follows this structure:

markdown
# Context
[Refined context description]

# Objective
[Precise task definition]

# Step-by-Step Instructions
1. [Step 1]
2. [Step 2]
...

# Constraints
- [Constraint 1]
- [Constraint 2]

Additional Resources

Alternative: Use pe CLI

If you have the pe CLI installed globally:

bash
pe "user's raw prompt here"

Install via: npm install -g prompt-enhancer (or clone repo and npm link)