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magpie-pairing-self-review

Run a structured pre-flight self-review on local changes before opening a PR. Reads the diff against a configurable base (default: the merge base of HEAD and the 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.

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Source facts

Repository
apache/magpie
Last source activity
July 12, 2026 at 17:30
Detected SKILL.md language
English
Stars
85
Forks
81

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.