RueClaw

Autonomous review of code repositories, articles, documents, and tools. Triggers whenever a GitHub URL, repo link, article URL, or document is shared for review — even with zero additional context. If the user pastes a GitHub repo URL with no other instructions, run this skill immediately. Also triggers on phrases like "review this", "check this out", "what do you think of this repo/article/project", "take a look at", or any shared link to a codebase or technical article. Also triggers on requests to check in on, refresh, re-review, or update an existing review after upstream changes. Covers repos, blog posts, research papers, technical writeups, and tools. Three outputs every time: chat summary, public review (pushed to public-data), and internal vault review with project relevance.