librarian

To find implementation examples for an unfamiliar npm dependency, the Skill clones open-source repositories and provides permalink line references to real source code, supporting every code claim with direct evidence.

The best way to look up best-practices for external libraries using GitHub is by classifying request intent first, then discovering official documentation and locating real implementation evidence via repository permalinks to ensure evidence-backed answering.

Source-level investigation for dependency debugging works by discovering official documentation and locating real implementation evidence in open-source repositories, using cloned code plus permalink line references to support every claim.

Yes, you can use this for behavior explanations and code permalinks in open-source research. It classifies request intent to handle context queries and comprehensive investigations, supplying permalink line references to support code claims.

Yes, documentation discovery supports web search and sitemap navigation for official docs. It finds official documentation via web search and sitemap-based navigation, then targets relevant pages to resolve questions about external libraries.

You should use evidence-first research instead of blog advice for unfamiliar codebases because it produces claims backed by GitHub permalinks to specific lines of code, eliminating reliance on guesses and outdated advice.