I Built a GitHub Action That Writes Your PR Descriptions

I Built a GitHub Action That Writes PR Descriptions From Real Diffs (Works With Ollama)

Yep, this does what the title says. StandupBot reads the actual PR diff and commit messages, runs them through any OpenAI-compatible LLM endpoint, and writes a structured Summary / Changes / Testing description — so you never have to write "fixed stuff" again.

I built this for my own team because I was tired of staring at empty PR boxes after every fix. Then I put it on GitHub Marketplace so anyone can use it. MIT licensed, no strings.

StandupBot

A GitHub Action that writes your PR descriptions for you. It runs the real diff and commits through an LLM you choose, and fills in a structured Summary / Changes / Testing description plus up to three labels — so you stop hand-writing PR bodies and standup updates.