marsdevs-reviewer 1.1.3

AI-powered code review tool that learns from your repository

MarsDevs Code Reviewer

🔍 AI-powered pre-commit hook that learns your codebase conventions and ensures consistent, high-quality code

🚀 What is MarsDevs Code Reviewer?

MarsDevs Code Reviewer is an intelligent Git pre-commit hook that automatically reviews your staged changes against your repository's existing coding patterns. Unlike generic linters, it learns from your codebase to enforce your team's specific conventions.

Key Benefits

✅ Zero Configuration - Automatically learns from your existing code
✅ Repository-Specific - Enforces YOUR conventions, not generic rules
✅ Interactive Fixes - Accept or reject suggested changes
✅ Fast Reviews - Smart caching for instant re-reviews
✅ Non-Intrusive - Only reviews new changes, not existing code
✅ Machine Learning - Learns from your decisions to reduce API calls over time

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📦 Installation

Prerequisites

• Python 3.7 or higher
• Git repository
• Anthropic API key

Install from PyPI

pip install marsdevs-reviewer

Set up your API key

# Add to your shell profile (~/.bashrc, ~/.zshrc, etc.)
export ANTHROPIC_API_KEY='sk-ant-...'

Enable in your repository

cd your-project
marsdevs-reviewer install

That's it! 🎉 MarsDevs will now review all your commits automatically.

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🎯 How It Works

Click to see how MarsDevs learns your conventions

1. Analyzes Your Repository - Finds similar files to understand patterns
2. Reads Config Files - Checks .editorconfig, .eslintrc, pyproject.toml, etc.
3. Reviews Only Changes - Focuses on new/modified lines in staged files
4. Suggests Fixes - Provides corrections that match your codebase style

Example Review Session

$ git commit -m "Add user authentication"

Running MarsDevs Code Reviewer...
📋 Analyzing repository coding conventions...
🔍 Reviewing staged changes against repository conventions...

Found 2 convention issue(s) to review...

------------------------------------------------------------
ISSUE: CONVENTION
File: src/auth.py
Lines: 23-23

Convention Violated: Use project's logging pattern
Example from Codebase:
    logger.info(f"User {user_id} logged in")

Description: Using print() instead of logger
Explanation: Other auth modules use logger.info for consistency

--- Current Code ---
print(f"User {user_id} authenticated")

--- Suggested Fix ---
logger.info(f"User {user_id} authenticated")
------------------------------------------------------------

Apply this fix? (y)es / (n)o / (s)kip all / (q)uit: y
✅ Fix applied successfully!

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🛠️ Commands

Command	Description
marsdevs-reviewer install	Install pre-commit hook in current repo
marsdevs-reviewer uninstall	Remove pre-commit hook
marsdevs-reviewer review	Manually review staged changes
marsdevs-reviewer stats	Show learning statistics
marsdevs-reviewer clear-cache	Clear the review cache
marsdevs-reviewer export-learning	Export learned conventions
marsdevs-reviewer reset-learning	Reset learning data
marsdevs-reviewer --help	Show help message

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🧠 Learning System

MarsDevs learns from your decisions to improve over time:

• Accepted fixes increase pattern confidence
• Rejected fixes decrease pattern confidence
• High confidence patterns (>70%) skip API calls
• Learning data stored locally in .marsdevs/ directory

Check your learning progress:

marsdevs-reviewer stats

⚙️ Configuration

Skipped Files

By default, these file types are skipped:

• Documentation: .md, .txt
• Config files: .json, .yml, .yaml, .toml
• Lock files: package-lock.json, *.lock
• Media: .jpg, .png, .gif, .svg

Bypass Review

Need to skip the review temporarily?

git commit --no-verify -m "Emergency hotfix"

Debug Mode

Having issues? Enable debug mode:

export MARSDEVS_DEBUG=1
export MARSDEVS_LOG_LEVEL=DEBUG
git commit -m "Debug commit"

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🐛 Troubleshooting

MarsDevs is not running on commit

# Check if hook is installed
ls -la .git/hooks/pre-commit

# Make hook executable
chmod +x .git/hooks/pre-commit

# Check Git hooks path
git config core.hooksPath

Import or command not found errors

# Verify installation
pip show marsdevs-reviewer

# Reinstall
pip install --upgrade marsdevs-reviewer

# Check Python path
which python3
which marsdevs-reviewer

API connection issues

# Verify API key is set
echo $ANTHROPIC_API_KEY

# Test API connection
curl https://api.anthropic.com/v1/messages \
  -H "x-api-key: $ANTHROPIC_API_KEY" \
  -H "anthropic-version: 2023-06-01"

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👨‍💻 Development

Setting up for development

# Clone and setup
git clone http://github.com/marsdevs-com/marsdevs-reviewer/
cd marsdevs-reviewer
python3 -m venv venv
source venv/bin/activate
pip install -e .

# Run tests
python -m pytest tests/ -v

# Enable debug logging
export MARSDEVS_DEBUG=1

Project structure

marsdevs_reviewer/
├── __init__.py          # Package metadata
├── reviewer.py          # Core review logic
├── cli.py              # Command-line interface
├── debug.py            # Debug utilities
└── learning/           # Machine learning system
    ├── __init__.py
    ├── learning_manager.py    # Manages persistent storage
    ├── convention_extractor.py # Extracts patterns
    ├── pattern_matcher.py     # Matches against learned patterns
    └── models.py             # Data structures

Adding new features

# Add new review check in reviewer.py
def review_code_with_conventions(diff, files, conventions_context):
    prompt = f"""...existing prompt...
    
    6. **Security Issues**: Check for exposed secrets or API keys
    """

# Add new CLI command in cli.py
def stats_command():
    """Show review statistics."""
    # Implementation

# Register in main()
parser.add_argument('command', 
    choices=['install', 'uninstall', 'review', 'clear-cache', 'stats'])

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📝 Publishing to PyPI

Release checklist

1. Update version in __init__.py, setup.py, and pyproject.toml
2. Run tests: python -m pytest tests/
3. Build package: python -m build
4. Test on TestPyPI: python -m twine upload --repository testpypi dist/*
5. Release: python -m twine upload dist/*
6. Tag release: git tag -a v1.1.0 -m "Release v1.1.0"

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📝 Changelog

See CHANGELOG.md for a detailed history of changes.

🤝 Contributing

We welcome contributions! Here's how to help:

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Make your changes and add tests
4. Ensure tests pass (python -m pytest)
5. Commit your changes (git commit -m 'Add amazing feature')
6. Push to the branch (git push origin feature/amazing-feature)
7. Open a Pull Request

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📄 License

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

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🙏 Acknowledgments

• Built with Anthropic's Claude API
• Inspired by the need for repository-specific code standards
• Thanks to all contributors and early testers

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🌟 Star this repo if you find it helpful!
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