I built /graphify, 26 days, 450k+ downloads, ~40k stars. Here’s what I didn’t expect.

On April 5th I shipped a Claude Code skill called graphify. Type /graphify . and it reads every file in your repo, builds a knowledge graph with Leiden community detection, and gives Claude persistent memory of your entire codebase. 71x fewer tokens per query vs reading raw files. 26 days later: 450k+ PyPI downloads, ~40k GitHub stars, GitHub global rank #2 (first week), Medium articles, YouTube tutorials, people building on top of it I’ve never talked to. What caught me off guard: people aren’t

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