Aider

What it does

It talks to your git repository directly: describe a change and it edits files and commits, keeping you in the loop.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals