GitGlimpse

A command-line tool that reads git history, filters out noise, groups commits into tasks, and generates structured outputs like PR descriptions, standups, weekly reports, changelogs, and LLM-ready JSON. It targets software developers and engineering teams who need to summarize their work for reporting or AI tools. It operates fully offline with no accounts or tracking, and can be used as a local CLI or integrated into CI pipelines.

Key features

• Filters noise commits
• Groups commits into tasks
• Extracts ticket IDs from branches
• Estimates effort from commit timing
• Generates PR descriptions
• Generates daily standup reports
• Generates weekly reports
• Generates release changelogs
• Outputs LLM-ready JSON
• Works offline with no accounts
• Integrates with CI via GitHub Action
• Supports Claude Code and Cursor