I'm sure tools like this already exist, but It solves a real problem for me: with AI writing more and more code across more files, the full picture of a change isn't always easy to see at a glance.

So gitglimpse reads commits and diffs and turns them into PR summaries, standup notes, or LLM-ready JSON you can plug back into your workflow.

It works without an LLM, and there's an optional LLM mode (Ollama locally, or your own OpenAI/Anthropic/Gemini key) that reads the actual diffs and produces summaries based on what really changed.

For Claude Code/Cursor, run `glimpse init` and it generates `/standup`, `/pr`, and `/week` slash commands.

It also integrates with CI (GitHub Actions, GitLab CI, Bitbucket Pipelines) to automatically comment context on PRs. If you want you can plug in your own LLM API key for richer summaries that read the actual diffs. To be honest, the CI side hasn't been tested in a team environment yet. If you try it, I'd genuinely love your feedback.