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gitglimpse

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

Dev Toolsgitclideveloper-productivityopen-sourcellmstanduppr-description
gitglimpse screenshot

About

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.

Problem

Raw git logs are noisy and don't provide structured, readable context about what was actually accomplished.

For

software developers and engineering teams

How it works

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.

Business model

open-source

Status

launched

Founders

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