What it is
CognitiveFlow gauges how focused you are in real time by reading the rhythm of your typing and input — no camera, no surveys.
It learns the difference between being in the zone and starting to struggle, so an app can respond: ease off and offer help when you're stuck, and stay out of the way when you're locked in.
How it works
Signals you already produce
Focus is inferred from typing rhythm and input patterns — no webcam, no self-report surveys.
Real time
The model distinguishes flow from struggle as it happens, rather than reporting on a session after the fact.
Built to act on
Ships as a VS Code integration so an editor can offer help at the right moment and stay quiet at the wrong one.
Built with
TypeScript · VS Code · Python
· Developer tooling / machine learning — built by Musa Alanssari, a software engineer in Houston, Texas. Jan 2026 — Present.
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