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Exposes a local SQLite catalog of your GitHub stars — READMEs, licenses, topics, tags, notes, and fit scores — as fifteen read and write tools for a coding agent over stdio, with spend-limited live GitHub search, refresh, and sweep calls. It lets agents search and annotate the library and rescore repositories without ever acting on GitHub.