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.
npx skills add https://github.com/apache/magpie --skill magpie-pairing-self-review
Take apache/magpie-pairing-self-review from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
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.