[PokeClaw] First working app that uses Gemma 4 to autonomously control an Android phone. Fully on-device, no cloud.

PokeClaw - A Pocket Version of OpenClaw

Most "private" AI assistants are private because the company says so. PokeClaw is private because there's literally no server component. The AI model runs on your phone's CPU. There's no cloud endpoint. You can block the app from the internet entirely and it works the same.

It runs Gemma 4 on-device using LiteRT and controls your phone through Android Accessibility. You type a command, the AI reads the screen, decides what to tap, and executes. Works with any app.

I built this because I wanted a phone assistant that couldn't spy on me even if it wanted to. Not because of a privacy policy, but because of architecture. There's nowhere for the data to go.

First app I've found that does fully local LLM phone control — every other option I checked either needs a cloud backend or uses screenshot-based vision (which is fragile and often still phones home).

https://github.com/agents-io/PokeClaw

Please give me starts and issues!

One-time model download, then it's fully offline forever.