Show HN: Discover AI tools based on your real workflow

Hi HN! I built WorkMirror as a side-project because I was tired of generic “Top 10 AI Tools” lists that ignore how I actually work.

WorkMirror is a browser extension that watches your real workflow for a few hours and recommends AI tools based on what you actually do.

Ex: “You spent 2h 10m coding in Replit and switching files 74 times. Windsurf could cut context switching and save ~35 min/day.”

It’s privacy-first: no accounts & it's free.

The real challenge has been modeling workflow patterns reliably from noisy browser data. I’m using event timing + URL classification + interaction frequency to infer “work states” (coding, research, writing, idle) and feed those into a simple scoring model that ranks AI tools by expected time savings. Still iterating on the feature weighting and recommendation logic.

I'd love any feedback!

Comments URL: https://news.ycombinator.com/item?id=45675611

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