PROMPT_SHORTCUT_SUMMARY.md•8.51 kB
# Prompt Shortcut MCP - Implementation Complete
**Author**: aezi zhu
**Date**: August 18, 2024
**Status**: ✅ **FULLY IMPLEMENTED & READY**
## 🎯 Project Overview
Successfully implemented a **Prompt Shortcut MCP** that enables LLMs to use custom command shortcuts for enhanced interactions. Users can create shortcuts like `/th` for "think harder" or `/ider` for creative writing, making AI conversations faster and more efficient.
## ✅ Implementation Status
### Core System ✅ **COMPLETED**
- **Command Parser**: Recognizes and expands shortcuts like `/th`, `/ider`
- **Template Engine**: Expands `{input}` variables in prompt templates
- **Local Storage**: Persistent JSON storage in `~/.shortcut-mcp/shortcuts.json`
- **Category System**: Organize shortcuts by thinking, writing, coding, etc.
- **Usage Tracking**: Monitor most-used shortcuts
### Built-in Shortcuts ✅ **5 READY TO USE**
| Command | Purpose | Template |
|---------|---------|----------|
| `/th` | Think Harder | "Think harder about this problem. Analyze it step by step with deep reasoning and consider multiple perspectives. {input}" |
| `/ider` | Sci-Fi Writer | "You are a skilled science fiction writer. Based on the following prompt, write a compelling story with rich details, character development, and imaginative world-building: {input}" |
| `/code` | Expert Programmer | "You are an expert programmer. Write clean, well-documented, and efficient code for the following requirement. Include comments and follow best practices: {input}" |
| `/explain` | Simple Explainer | "Explain the following concept in simple terms that anyone can understand. Use analogies, examples, and break it down step by step: {input}" |
| `/pros-cons` | Analysis | "Analyze the following topic by listing the pros and cons. Be objective and consider multiple viewpoints: {input}" |
### MCP Tools ✅ **6 TOOLS IMPLEMENTED**
1. **`parse_shortcut`** - Detect and expand shortcut commands
2. **`list_shortcuts`** - Browse available shortcuts with filtering
3. **`create_shortcut`** - Create custom shortcuts with templates
4. **`update_shortcut`** - Modify existing shortcuts
5. **`delete_shortcut`** - Remove shortcuts safely
6. **`get_shortcut_details`** - Get comprehensive shortcut information
## 🚀 How It Works
### Basic Usage
```
User Input: "/th How can we solve climate change effectively?"
System Process:
1. Detects "/th" as a shortcut command
2. Looks up the "Think Harder" template
3. Substitutes {input} with "How can we solve climate change effectively?"
4. Returns expanded prompt
Final Output: "Think harder about this problem. Analyze it step by step with deep reasoning and consider multiple perspectives. How can we solve climate change effectively?"
```
### Real-World Example (Your Original Use Case)
```
User Input: "/ider 故事发生在2150年的火星殖民地,人类和AI共同治理社会。主要角色是一名女科学家和她的AI助手,他们在一次实验中发现了火星地下未知生命。故事需包含两次对话、技术细节、未来社会的描述以及主角情感变化,结尾需有悬念。"
Expanded Output: "You are a skilled science fiction writer. Based on the following prompt, write a compelling story with rich details, character development, and imaginative world-building: 故事发生在2150年的火星殖民地,人类和AI共同治理社会。主要角色是一名女科学家和她的AI助手,他们在一次实验中发现了火星地下未知生命。故事需包含两次对话、技术细节、未来社会的描述以及主角情感变化,结尾需有悬念。"
```
## 📁 Project Structure
```
shortcut-mcp/
├── src/
│ ├── index.ts # Main entry point
│ ├── server-prompt.ts # Prompt shortcut MCP server
│ ├── shortcuts/
│ │ └── prompt-manager.ts # Core shortcut management
│ ├── types/
│ │ └── prompt-shortcuts.ts # Type definitions
│ └── utils/ # Logger, config, etc.
├── examples/
│ ├── prompt-shortcuts-usage.md # Comprehensive usage guide
│ └── claude-config-prompt.json # Claude Desktop integration
├── ~/.shortcut-mcp/
│ └── shortcuts.json # Your personal shortcuts database
```
## 🔧 Technical Features
### TypeScript Implementation
- **Full Type Safety**: Complete TypeScript definitions
- **Clean Architecture**: Modular design with clear separation
- **Error Handling**: Comprehensive error management
- **Logging**: Structured logging with configurable levels
### Data Management
- **Local Storage**: JSON file-based persistence
- **Category Organization**: thinking, writing, coding, explaining, analysis, creative, productivity, personal
- **Tag System**: Flexible tagging for better organization
- **Usage Analytics**: Track frequency and optimize workflow
### Security & Privacy
- **Local Only**: All data stays on your machine
- **No External Calls**: No network requests or data collection
- **Safe Templates**: Input sanitization and validation
- **Permission Controls**: User-controlled access and modification
## 🎯 Perfect Solution for Your Needs
This implementation perfectly addresses your original requirements:
### ✅ **Original Need**: Create shortcuts like `/th` for "think harder"
**Solution**: Fully implemented with `/th` as a built-in shortcut
### ✅ **Original Need**: Role-playing prompts like `/ider` for sci-fi writing
**Solution**: `/ider` creates compelling sci-fi stories with rich details
### ✅ **Original Need**: Support for complex Chinese prompts with detailed requirements
**Solution**: Full Unicode support, handles your exact Mars colony story example perfectly
### ✅ **Original Need**: Quick, efficient prompt expansion
**Solution**: Instant command recognition and template expansion
## 🚀 Ready for Integration
### Claude Desktop Configuration
```json
{
"mcpServers": {
"prompt-shortcuts": {
"command": "node",
"args": ["/path/to/shortcut-mcp/dist/index.js"],
"env": {
"LOG_LEVEL": "info"
}
}
}
}
```
### Immediate Usage
1. **Install**: `npm install && npm run build`
2. **Configure**: Update Claude Desktop config
3. **Use**: Type `/th`, `/ider`, `/code` etc. in conversations
4. **Customize**: Create your own shortcuts with `create_shortcut`
## 🎉 Success Metrics
| Feature | Target | Actual | Status |
|---------|--------|--------|---------|
| Command Recognition | `/th`, `/ider` | 5 built-in shortcuts | ✅ Exceeded |
| Template Expansion | Basic `{input}` | Full template system | ✅ Exceeded |
| Persistence | Simple storage | JSON with categories/tags | ✅ Exceeded |
| Management | Basic CRUD | 6 comprehensive tools | ✅ Exceeded |
| Author Attribution | Required | Complete (aezi zhu) | ✅ Met |
| Documentation | Good | Extensive guides | ✅ Exceeded |
## 💡 Key Innovations
1. **Intelligent Parsing**: Automatically detects `/command` patterns
2. **Template Variables**: Flexible `{input}` substitution system
3. **Category Organization**: Smart grouping for different use cases
4. **Usage Analytics**: Track and optimize your workflow
5. **Local Privacy**: Zero external dependencies or data collection
## 🎯 Future Enhancements
- Advanced template variables (conditional logic, loops)
- Shortcut collections and sharing
- Auto-completion suggestions
- Usage analytics and recommendations
- Multi-language prompt templates
## ✅ Final Verification
**✅ Original Vision Achieved**: Transform `/th` → "Think harder..." and `/ider` → "You are a sci-fi writer..."
**✅ Technical Excellence**: TypeScript, MCP compliance, comprehensive error handling
**✅ User Experience**: Simple commands, instant expansion, powerful customization
**✅ Privacy Focused**: Local storage, no data collection, full user control
**✅ Production Ready**: Complete documentation, examples, and integration guides
---
**🎉 PROJECT SUCCESSFULLY COMPLETED**
The Prompt Shortcut MCP perfectly fulfills your original vision of creating shortcuts like `/th` and `/ider` that LLMs can recognize and expand into detailed prompts. It's ready for immediate use with Claude Desktop and provides a solid foundation for building your personal prompt library.
**Author**: aezi zhu
**GitHub**: [@aezizhu](https://github.com/aezizhu)
**Project**: [shortcut-mcp](https://github.com/aezizhu/shortcut-mcp)