Git workflow

AI-powered Git toolkit that enhances workflow with intelligent commit messages, pull request generation, code reviews, changelogs, and more. It integrates with various LLM providers to automate and improve your development process.

Features

• Smart Commit Messages: Generate meaningful commit messages based on your code changes
• Commit Message Completion: Complete partially typed commit messages with AI assistance
• History-Aware Generation: Use commit history for personalized and contextually appropriate messages
• Pull Request Generation: Automatically create detailed PR descriptions with context
• Changelogs: Generate release notes and changelogs from commit history
• Multiple LLM Support: Works with OpenAI, Anthropic, Google, and other providers
• Git Config Integration: Store configurations in Git config for project-specific settings
• Wire Protocol Support: Efficient caching and synchronization for remote repositories
• Research & Evaluation Tools: Built-in evaluation framework for commit message generation research

Research Features

This toolkit implements features from the paper "From Commit Message Generation to History-Aware Commit Message Completion":

• Commit Message Completion: Complete messages with configurable context ratios (0%, 25%, 50%)
• History Integration: Incorporate author commit history for personalization
• Evaluation Metrics: B-Norm, Edit Similarity, and Exact Match metrics
• Dataset Filtering: Apply restrictive filters as used in previous CMG research
• Batch Evaluation: Run comprehensive experiments comparing different approaches

License

Licensed under the MIT License. See LICENSE.md for details.