How to Build an AI-Powered, Local-First Chrome Extension That Turns Your Browsing History into an Intent Map
SMRTR summary
Build openloops, a local-first Chrome extension that transforms your flat browsing history into clustered "intent threads" — grouping related visits into active decisions and stalled research. The pipeline uses time-gap segmentation, Jaccard clustering, IndexedDB storage, and optional Claude AI labeling to surface what you were actually trying to accomplish, then helps you close those open loops.
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