Structured Prompt Writer

A comprehensive prompt engineering reference library and Claude Code skill for designing high-quality AI prompts.

Overview

This repository provides:

1. Claude Code Skill - A ready-to-use skill that helps you write structured, professional prompts
2. Prompt Reference Library - Curated collection of 300+ prompts from various AI tools and models

Quick Start

Install the Skill

# Download and install the skill
cp structured-prompt-writer.skill ~/.claude/skills/

Or manually import in Claude Code:

/skill import structured-prompt-writer.skill

Use the Skill

Once installed, the skill provides guidance for writing prompts with:

• Structured formats (persona, context, task, output format)
• Best practices from industry-leading AI tools
• Chinese and English prompt patterns

Repository Structure

.
├── structured-prompt-writer.skill  # Packaged skill file
├── skills/
│   └── structured-prompt-writer/   # Skill source files
│       ├── SKILL.md                # Main skill definition
│       ├── README.md               # Skill documentation
│       └── references/             # Reference materials
│           ├── prompt-catalog.md   # Categorized prompt index
│           ├── format-templates.md # Prompt format templates
│           ├── example-prompts.md  # Example prompts
│           └── prompts/            # Source prompt collection
├── prompts/                        # Additional prompt resources
├── CLAUDE.md                       # Claude Code configuration
└── GEMINI.md                       # Gemini configuration

Prompt Collection

The reference library includes prompts from:

System Tool Prompts

• Anthropic: Claude Code, Claude for Chrome, Sonnet 4.5
• OpenAI: VSCode Agent, Codex CLI
• Google: Gemini CLI, AI Studio, Antigravity
• Development Tools: Cursor, RooCode, Cline, Bolt
• AI Platforms: v0, Lovable, Leap.new, Perplexity

Persona Prompts (Chinese)

• Historical figures and thought leaders
• Creative writing assistants
• Domain experts (palm reading, product design, etc.)

GPT Store Collection

• 280+ leaked GPT prompts
• Various use cases and interaction patterns

Prompt Format Patterns

Structured Chinese Prompts

---
needs: [requirements]
model: [recommended model]
author: [author name]
version: [version number]
---

# [Title]

## 思维内核 (Core Thinking)
[Core principles and approach]

## 审美与禁忌 (Aesthetics & Taboos)
[Style guidelines and restrictions]

## 交互逻辑 (Interaction Logic)
[Conversation flow and response patterns]

## 初始化 (Initialization)
[Opening message template]

GPT-Style Prompts

# [Name]

You are [persona description]...

## Commands
- /command1 - [description]
- /command2 - [description]

## Knowledge Files
- file1.md
- file2.json

Contributing

See CONTRIBUTING.md for guidelines on:

• Adding new prompts
• Improving existing prompts
• Reporting issues

License

This project is licensed under the MIT License - see LICENSE for details.

Acknowledgments

• Prompt collections from various open-source projects
• Community contributions and feedback
• Claude Code team for the skill framework

Related Resources

• Claude Code Documentation
• Anthropic Prompt Engineering Guide
• LangGPT - Structured prompt framework