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Clippy, a free macOS app, surfaces approval requests and questions from Claude Code and Codex agents via a small animated buddy on each window, using localhost hooks that fail safely to the terminal prompt if the app is closed or unresponsive.
Ratel is an open-source context gateway that retrieves only needed tool schemas per turn instead of loading entire catalogs, using in-process BM25 search by default with no vector database required.
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