Can it detect breaking changes automatically?

Yes, the skill analyzes the diff for API changes, removed features, or behavior shifts and documents them in a specific 'Breaking Changes' section.

Will it overwrite my manual PR descriptions?

It is designed to be smart: it only updates descriptions that are incomplete, outdated, or still containing placeholder template text.

How does the skill analyze my code changes?

The skill uses local git commands like 'git log' and 'git diff' alongside the GitHub API to gather context about your commits and specific code modifications.

How does it handle issue tracking?

It automatically detects issue numbers from the --fixes argument or from commit patterns like 'Fixes #123' to ensure GitHub auto-closes them upon merging.

Do I need special permissions to use this?

You need the GitHub plugin configured within Claude Code with permissions to read and update pull requests in your repository.

GitHub PR Description Generator

Name: GitHub PR Description Generator
Author: pipecat-ai

bypipecat-ai

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10,844

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协作工具

Automatically generates and updates structured GitHub pull request descriptions based on git commits and diffs.

This skill streamlines the code review process by automatically synthesizing git commits and diffs into clear, professional GitHub pull request descriptions. It analyzes your code changes to identify new features, bug fixes, and breaking changes, while automatically linking related issues to ensure a clean project history and efficient team workflow.

主要功能

01Detects and replaces placeholder text in existing PR templates

0210,844 GitHub stars

03Identifies and highlights breaking changes for reviewers

04Provides clear testing instructions based on implemented changes

05Extracts issue numbers from commits and arguments to auto-link PRs

06Auto-generates structured summaries from git logs and diffs

使用场景

01Keeping PR descriptions synchronized with code after multiple revisions

02Ensuring consistent documentation standards across team repositories

03Accelerating the handoff from development to code review

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add pipecat-ai/pipecat pr-description

For use in Claude.ai and ChatGPT

Download Skill