sheikh-cli-assistant 1.0.0
Privacy-first AI coding assistant for Termux
License: MIT
Requires Python: >=3.8
Keywords: termux, coding, assistant, ai, cli, development, android, privacy, local, automation

# 🧠 Sheikh-CLI

> A privacy-first AI coding assistant that runs entirely on your Android device through Termux

[![Privacy](https://img.shields.io/badge/Privacy-100%25_Local-green.svg)](https://github.com/termux/termux-app)
[![Android](https://img.shields.io/badge/Android-Termux-blue.svg)](https://f-droid.org/packages/com.termux/)
[![License](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)

## Overview

The Termux Local Coding Agent is a powerful, privacy-focused development tool that transforms your Android device into a local AI coding assistant. Built specifically for Termux, it provides natural language interaction with your code while maintaining complete privacy through local operation.

## ✨ Features

### 🔒 Privacy-First
- **100% Local Operation** - No cloud dependencies, no data transmission
- **Secure Sandbox** - Whitelisted commands with timeout protection
- **Privacy Configuration** - Full control over what data is processed

### 🛠️ Development Tools
- **File Operations** - Read, write, search, and manage files safely
- **Code Analysis** - Search patterns, find functions, analyze code structure
- **Git Integration** - Status, diff, commit, and branch management
- **Shell Commands** - Safe execution of development tools

### 🤖 AI-Powered
- **Natural Language Interface** - Describe tasks in plain English
- **Intent Detection** - OpenRouter AI-powered intelligent intent recognition
- **Code Generation** - AI-powered code creation in multiple languages
- **Code Explanation** - AI explanations for existing code
- **Local LLM Support** - Integration with llama.cpp for offline inference
- **No-Code CLI** - Predefined actions for common development tasks

### 📱 Mobile-Optimized
- **Termux Integration** - Built specifically for Android Termux environment
- **Resource Efficient** - Optimized for mobile hardware constraints
- **Battery Conscious** - Intelligent resource management
- **Portable Development** - Full development environment in your pocket

## 🚀 Quick Start

### Prerequisites
- Android device with Termux installed
- 4GB+ RAM (8GB recommended)
- 2GB+ free storage
- Internet connection for setup

### Installation

1. **Install Termux**
   ```bash
   # Download from F-Droid or GitHub
   # Launch Termux and grant storage permissions
   termux-setup-storage
   ```

2. **Run Setup Script**
   ```bash
   # Copy setup_termux.sh to Termux
   bash setup_termux.sh
   ```

3. **Start Using**
   ```bash
   # Activate environment
   source ~/coding-agent/.venv/bin/activate
   
   # Interactive mode
   python ~/coding-agent/src/run_agent.py interactive
   
   # Single command
   python ~/coding-agent/src/run_agent.py prompt "list files in workspace"
   ```

## 💡 Usage Examples

### File Operations
```bash
# Read a file
python src/run_agent.py prompt "read config.json"

# Create a new Python script
python src/run_agent.py prompt "create hello.py with print('Hello World')"

# List project files
python src/run_agent.py prompt "show all Python files in the project"
```

### Code Analysis
```bash
# Search for patterns
python src/run_agent.py prompt "find all function definitions in Python files"

# Search imports
python src/run_agent.py prompt "show all import statements"

# Code statistics
python src/run_agent.py prompt "count lines of code in the project"
```

### Git Operations
```bash
# Check repository status
python src/run_agent.py prompt "git status"

# View changes
python src/run_agent.py prompt "git diff"

# Show commit history
python src/run_agent.py prompt "git log --oneline -5"
```

### Interactive Mode
```bash
# Start interactive session
python src/run_agent.py interactive
```

Example conversation:
```
You: help
Agent: [Shows available commands]

You: read the main script
Agent: [Reads and displays file content]

You: find all functions
Agent: [Searches and lists functions]

You: git status
Agent: [Shows git repository status]

You: quit
Agent: Goodbye! 👋
```

## 🏗️ Architecture

```
┌─────────────────┐    ┌──────────────────┐    ┌─────────────────┐
│   CLI Interface │    │  Orchestrator    │    │   Tool Plugins  │
│                 │    │                  │    │                 │
│ • Interactive   │───▶│ • Intent         │───▶│ • File Ops      │
│ • Single Prompt │    │   Detection      │    │ • Shell Cmds    │
│ • Help System   │    │ • Tool Routing   │    │ • Code Search   │
│                 │    │ • Error Handling │    │ • Git Ops       │
└─────────────────┘    └──────────────────┘    └─────────────────┘
         │                       │                       │
         │              ┌──────────────────┐              │
         └──────────────▶│   Security       │◀─────────────┘
                        │   Sandbox        │
                        │                  │
                        │ • Whitelisting   │
                        │ • Timeouts       │
                        │ • Directory      │
                        │   Restrictions   │
                        └──────────────────┘
```

## 🛡️ Security

### Command Safety
- **Whitelist Only** - Only predefined safe commands execute
- **Timeout Protection** - Prevents infinite or long-running operations
- **Directory Restrictions** - Access limited to allowed directories
- **Output Filtering** - Sensitive data filtered from logs

### Privacy Protection
- **Local Processing** - All AI inference happens on-device
- **No Telemetry** - Zero data transmission to external services
- **Secure Storage** - Configuration and logs encrypted when possible
- **Audit Logging** - Full activity tracking without sensitive data

## ⚙️ Configuration

### Basic Configuration
```json
{
    "model": {
        "type": "local_first",
        "llama_cpp_path": "/path/to/llama.cpp/main",
        "model_path": "/path/to/model.ggml"
    },
    "security": {
        "sandbox_enabled": true,
        "max_execution_time": 30,
        "allowed_directories": ["/home/coding-agent"]
    }
}
```

### Advanced Options
- **Model Integration** - Support for various local LLMs
- **Custom Tools** - Add your own plugins
- **Performance Tuning** - Optimize for your device
- **Extended Whitelist** - Add trusted commands

## 📊 Performance

### Recommended Hardware
| Component | Minimum | Recommended |
|-----------|---------|-------------|
| RAM | 4GB | 8GB+ |
| Storage | 2GB | 5GB+ |
| CPU | Quad-core | Octa-core |

### Optimization Tips
- Use smaller quantized models (4-bit)
- Enable battery optimization
- Monitor memory usage
- Clear logs regularly

## 🔧 Development

### Project Structure
```
~/coding-agent/
├── src/
│   └── run_agent.py          # Main application
├── tools/
│   ├── file_operations.py    # File management
│   ├── shell_commands.py     # Safe shell execution
│   ├── code_search.py        # Code analysis
│   └── git_operations.py     # Git integration
├── config/
│   └── agent_config.json     # Configuration
├── models/                   # Local LLM models
├── logs/                     # Application logs
└── requirements.txt          # Python dependencies
```

### Adding New Features
1. Create tool plugin in `tools/`
2. Register in orchestrator
3. Add intent detection
4. Update configuration
5. Document usage

## 🐛 Troubleshooting

### Common Issues

**Setup Fails**
```bash
# Check Termux installation
pkg list-installed

# Update packages
pkg update && pkg upgrade
```

**Permission Errors**
```bash
# Grant storage access
termux-setup-storage

# Fix directory permissions
chmod -R 755 ~/coding-agent
```

**Model Loading Issues**
```bash
# Verify llama.cpp
cd ~/coding-agent/llama.cpp && ls -la main

# Test model
./main -m model.ggml -p "test"
```

### Getting Help
1. Check the [complete tutorial](TUTORIAL.md)
2. Review troubleshooting section
3. Examine logs in `~/coding-agent/logs/`
4. Test with simple commands first

## 🤝 Contributing

We welcome contributions! Please:

1. Follow the modular architecture
2. Add comprehensive error handling
3. Include security considerations
4. Document new features
5. Test on multiple devices

## 📄 License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

## 🙏 Acknowledgments

- **Termux Team** - For the excellent Android terminal environment
- **llama.cpp** - For enabling local LLM inference
- **Rich Library** - For beautiful terminal interfaces
- **Open Source Community** - For inspiration and tools

## 📞 Support

- **Documentation**: See [TUTORIAL.md](TUTORIAL.md)
- **Issues**: Report bugs and feature requests
- **Community**: Join the Termux community

---

**Built with ❤️ for developers who value privacy and portability**

*Transform your Android device into a powerful, private development environment with the Termux Local Coding Agent.*