When someone sends you a sprawling pull request and you need to actually understand it before merging, this produces a full maintainer-grade review as a polished HTML or Markdown report. It reconstructs the contributor's design from the ground up, separates real architectural problems from scope quibbles, and gives you a concrete recommendation instead of vibes. The workflow emphasizes building a mental model of the system as built, comparing extension boundaries to known patterns, and catching trust model gaps that PR comments usually miss. If you maintain anything with contributions larger than bug fixes, this turns review from a chore into documentation.
npx skills add https://github.com/paperclipai/paperclip --skill pr-report