mcpbeat

Magpie Pairing Self Review

apache/magpie-pairing-self-review

| Run a structured pre-flight self-review on local changes before opening a PR. upstream default branch), checks correctness, security, and project conventions, and returns a structured report to the developer. No state changes, no PR, no external writes — the report is the output.

2k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
72
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/apache/magpie --skill magpie-pairing-self-review

How to use it

Copy the folder

Take apache/magpie-pairing-self-review from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.