gitglimpse
Extract structured context from your git history for standups, PRs, and reports.

gitglimpse is an open-source CLI tool that reads your local git history, filters out noise commits, groups related commits into tasks, and generates structured outputs like PR descriptions, standups, weekly reports, and LLM-ready JSON. It works entirely offline with no accounts or telemetry required, and optionally integrates with LLMs such as OpenAI, Anthropic, or local Ollama models. It also provides a GitHub Action for automatic PR context comments and editor slash commands for Claude Code and Cursor.
A local Python CLI pipeline filters noise commits, groups them into tasks by branch and time gaps, extracts ticket IDs, estimates effort, and outputs markdown, rich text, or JSON without sending data to any external service unless an LLM key is provided.
software developers and engineering teams
Background.
- Status
- launched
- Business model
- open-source
Founders
- dino-zecevicgithub
Similar projects.
Editorial take on the space this project sits in — momentum signals, adjacent moves, our call on whether the wedge is real. Get pinged when we publish a new read or when the landscape shifts.
Have a take on this space?
Tell us what you’d build differently, where you think the incumbents miss, or what we’ve gotten wrong about this project. Comments + reactions are coming soon.