Intent-Based Commits (github.com)

Ghost, a new command-line interface (CLI), revolutionizes the traditional git workflow by allowing developers to commit intentions instead of just code. With Ghost, developers input prompts that an AI coding agent uses to generate the corresponding code artifacts. This creates a git history composed of intent-driven commits that capture both the developer's expectations and the resulting code, fundamentally transforming the way version control documents project decisions. The significance of Ghost lies in how it enhances reproducibility and understanding within the AI/ML community. Each commit is tied to a specific prompt, model, and session ID, allowing developers to track the rationale behind code changes rather than merely what has changed. Ghost commits serve as design documents that elucidate the reasoning behind each architectural decision made, thus aligning intent with implementation seamlessly. With support for various AI agents, including Claude, Gemini, Codex, and OpenCode, developers can customize their workflows while ensuring that each commit retains an informative context, ultimately improving collaboration and project maintenance.