/prompt-library

Comprehensive collection of professional AI prompts across various categories, designed to enhance productivity, creativity, and technical workflows

Primary LanguagePythonMIT LicenseMIT

Prompt Library

A comprehensive collection of professional AI prompts across various categories, designed to enhance productivity, creativity, and technical workflows. This library provides battle-tested prompts with clear examples, usage instructions, and best practices.

Quality Assurance GitHub License PRs Welcome

📈 Library Features

  • 📁 Categories: Specialized domains for different needs
  • ✨ Features: Examples, variations, and implementation tips for every prompt
  • 🎯 Focus: Production-ready prompts for real-world use cases
  • 🔄 Updated: Continuously improved based on community feedback

📁 Repository Structure

prompt-library/
├── 💻 development/         # Software development & engineering
├── ✍️ writing/             # Content creation & communication  
├── 📊 analysis/            # Data analysis & research
├── 💼 business/            # Business strategy & operations
├── 🎨 creative/            # Innovation & creative thinking
├── 🎓 education/           # Teaching & learning
├── ⚡ productivity/        # Workflow & time management
├── 📋 templates/           # Reusable prompt templates & guidelines
└── 💡 examples/            # Real-world examples & use cases

🚀 Quick Start Guide

1. Find Your Prompt

Browse categories below or use the search functionality to find prompts matching your needs.

2. Copy & Customize

Each prompt includes:

  • 📖 Clear instructions for effective use
  • 💡 Example inputs/outputs showing expected quality
  • 🔧 Customization tips for your specific use case
  • 🎯 Variations for different scenarios

3. Execute & Iterate

  • Use with any AI model (ChatGPT, Claude, Gemini, etc.)
  • Start with provided examples
  • Adapt the prompt based on your specific requirements
  • Refine outputs by adjusting input parameters

4. Share & Improve

  • Contribute improvements and new prompts
  • Share successful adaptations with the community
  • Report issues or suggest enhancements

📝 Categories & Available Prompts

💻 Development

Transform your software development workflow with AI-powered assistance for code quality, architecture, and testing.

Prompt Description Key Use Cases
Code Review Comprehensive code analysis for quality, security, and best practices Pull request reviews, code audits, mentoring
Architecture Planner System design and architecture planning assistance Project planning, technical decision making, scalability design
Bug Hunter Systematic debugging and troubleshooting guide Error resolution, performance issues, root cause analysis
Documentation Generator Auto-generate comprehensive technical documentation API docs, README files, code comments
Test Case Generator Create comprehensive test suites and testing strategies Unit testing, integration testing, QA processes
Refactoring Assistant Code improvement and modernization guidance Code cleanup, performance optimization, maintainability

✍️ Writing

Enhance your writing across technical documentation, creative content, and professional communication.

Prompt Description Key Use Cases
Technical Documentation Create clear, comprehensive technical documentation User guides, API documentation, tutorials
Email Templates Professional email templates for various scenarios Business communication, follow-ups, announcements
Blog Post Generator Create engaging blog posts and articles Content marketing, thought leadership, tutorials
Marketing Copy Creator Compelling marketing and sales copy Landing pages, product descriptions, campaigns
Creative Story Generator Generate creative stories and narratives Creative writing, content creation, storytelling
GitHub Copilot Prompt Generator Create effective prompts for GitHub Copilot's agent mode Development task automation, code generation, AI-assisted development
Prompt Generator Create clear, effective prompts for other AI models Prompt engineering, AI research, content optimization
Chinese Language Mode Ensure AI responses are delivered in Simplified Chinese Chinese communication, language learning, localization

💼 Business

Streamline business operations with AI assistance for strategy, analysis, and professional communication.

Prompt Description Key Use Cases
Meeting Summary Transform meeting notes into actionable summaries Team updates, client meetings, project reviews
Proposal Writer Create compelling business proposals and bids Client proposals, project estimates, partnerships
Strategic Planner Develop comprehensive business strategies Business planning, competitive analysis, growth strategies
Market Analysis Analyze markets, competitors, and opportunities Market research, competitive intelligence, business development
Xianyu Product Description Create compelling product descriptions for Xianyu marketplace E-commerce listings, second-hand sales, marketplace optimization

📊 Analysis

Extract insights from data and research with powerful analytical AI prompts.

Prompt Description Key Use Cases
Data Interpreter Analyze and interpret complex datasets Data analysis, statistical interpretation, insights generation
Research Synthesizer Synthesize research findings and academic papers Literature reviews, research summaries, knowledge synthesis
Trend Analyzer Identify and analyze trends in data and markets Market research, forecasting, pattern recognition
Comparison Matrix Create detailed comparison analyses Product comparisons, vendor selection, decision matrices

🎨 Creative

Unlock creativity and innovation with AI-powered ideation and creative assistance.

Prompt Description Key Use Cases
Brainstorming Session Facilitate innovative brainstorming and idea generation Innovation workshops, problem solving, creative thinking
Story Creator Generate creative stories and fictional narratives Creative writing, content creation, entertainment

🎓 Education

Enhance learning and teaching with AI-powered educational tools and content creation.

Prompt Description Key Use Cases
Lesson Plan Generator Create comprehensive lesson plans and curricula Teaching preparation, course design, educational content
Quiz Generator Generate quizzes and assessments Testing, knowledge assessment, learning evaluation

⚡ Productivity

Optimize your workflow and boost productivity with smart task management and planning tools.

Prompt Description Key Use Cases
Task Prioritization Intelligent task prioritization and workflow optimization Project management, time management, productivity
Schedule Optimizer Optimize schedules and time allocation Calendar management, meeting planning, time blocking
Goal Setter Set and track meaningful goals with structured planning Goal setting, personal development, project planning

📋 Templates & Examples

📋 Templates

Reusable templates and guidelines for creating consistent, high-quality prompts.

💡 Examples

Real-world examples demonstrating effective prompt usage across different scenarios.

🛠️ How to Use

  1. Find a prompt: Navigate to the relevant category
  2. Customize: Adapt the prompt to your specific needs
  3. Execute: Use with your preferred AI model
  4. Iterate: Refine based on results

📋 Prompt Template

Each prompt follows this structure:

# Prompt Title

## Description
Brief explanation of what this prompt does

## Usage
How to use this prompt effectively

## Prompt
[The actual prompt text goes here]

## Example Input
Sample input data or context

## Example Output
Expected or sample output

## Variations
Alternative versions or modifications

## Tips
Best practices and recommendations

🤝 Contributing

We welcome contributions! Please see our Contributing Guidelines for details on:

  • How to add new prompts
  • Quality standards and templates
  • Review process and testing
  • Community guidelines

📄 License

Copyright © 2025 Xi Xu. All rights reserved.

Licensed under the MIT license.