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CommunityPromptsProductivity

Community Prompts

Curated collection of 60+ ready-to-use prompts organized by domain. 📁 Structure prompts/ ├── programming/ 17 dev & infrastructure prompts ├── writing

Curated collection of 60+ ready-to-use prompts organized by domain.

📁 Structure

prompts/
├── programming/    # 17 dev & infrastructure prompts
├── writing/        # 14 content & language prompts  
├── miscellaneous/  # 8 creative & red-team prompts
├── meta/           # 7 prompt engineering & AI tools
├── finance/        # 3 financial analysis prompts
├── medical/        # 5 healthcare & clinical prompts
├── legal/          # 2 legal analysis prompts
├── marketing/      # 2 content marketing prompts
├── sales/          # 1 email drafting prompt
└── creative/       # 2 storytelling prompts

🚀 Quick Start

  1. Browse categories - Find prompts by domain
  2. Copy content - Take the markdown content from any .md file
  3. Customize variables - Replace {{variables}} with your content
  4. Use with any LLM - Works with GPT, Claude, Llama, etc.

📊 Collection Overview

CategoryCountNotable Examples
Programming17Python, AWS, Code Review, Bug Fixing
Writing14Proofreading, Summarization, Teaching
Miscellaneous8ChatAGI, Text Adventures, Antikythera
Meta7CoT Probing, DALL-E, Midjourney
Finance310-K Analysis, VC Evaluation
Medical5Clinical Trials, Diagnostics, Q&A
Legal2Case Law, Contract Review
Marketing2Ad Copy, Social Media
Sales1Email Drafting
Creative2Storytelling, Dialogue

📝 Prompt Format

All prompts follow this standard structure:

# Prompt Title

## Purpose
Brief description of what the prompt accomplishes.

## Instructions
```markdown
[Actual prompt content with clear directives]

Example

[Usage example demonstrating the prompt in action]


## 🎯 Popular Prompts

- **programming/Python.md** - Comprehensive Python development guide
- **finance/10-KAnalyzer.md** - SEC filing analysis assistant  
- **writing/Proofread.md** - Professional proofreading
- **miscellaneous/ChatAGI.md** - Advanced AI capabilities (red-team)
- **medical/Medical_QA.md** - Health information assistant

## 🤝 Contributing

### Adding New Prompts
1. Choose appropriate category folder
2. Create `Your_Prompt_Name.md` 
3. Follow standard format above
4. Submit pull request

### Suggesting Improvements
- Open an issue for prompt quality suggestions
- Propose new categories for better organization
- Share performance benchmarks

## 🔒 Safety & Ethics

- **Red-team prompts** preserved for security research
- **Medical prompts** include safety disclaimers
- **Financial prompts** emphasize consultation requirements
- **Content validation** through community review

## 💡 Usage Tips

- **Test thoroughly** - Always validate prompts with your specific use case
- **Customize extensively** - Adapt language and examples to your domain
- **Combine prompts** - Mix elements from different prompts for unique workflows
- **Version control** - Track prompt modifications for reproducibility

Perfect for researchers, developers, content creators, and AI practitioners looking for battle-tested prompt patterns.
Automated safety scan: no suspicious patterns found.

Heuristic text scan aligned to the OWASP Agentic Skills Top 10. How we scan

Provider
Community
Origin
Community
Type
Prompts
License
MIT
Language
English
Added
2025-12-07
#prompt-library