[PokeClaw] First working app that uses Gemma 4 to autonomously control an Android phone. Fully on-device, no cloud.
An open-source prototype built in 48 hours enables AI to control your phone without internet or API costs.
A developer has created PokeClaw, a groundbreaking open-source prototype that uses Google's Gemma 4 model to autonomously control an Android phone. Built in just two days by u/Think-Investment-557, this app represents the first known working implementation of Gemma 4 for full on-device phone automation. The system operates as a closed loop, meaning all AI processing happens locally on the smartphone without requiring an internet connection, cloud servers, or paid API subscriptions. This approach addresses critical privacy and cost concerns associated with cloud-based AI agents.
PokeClaw is explicitly labeled as a prototype, not a consumer-ready application. The developer encourages the community to test it on compatible devices, report issues, and submit pull requests via its GitHub repository. The project demonstrates the rapid feasibility of creating powerful, private AI agents that can perform tasks directly on personal devices, potentially paving the way for a new class of offline-capable assistant tools. Its release sparks discussion about the future of on-device AI and the democratization of agent technology.
- First working app using Google's Gemma 4 model for full Android phone autonomy.
- Entire AI pipeline runs on-device with no cloud, WiFi, or API costs required.
- Open-source prototype built from scratch in just 48 hours and available on GitHub.
Why It Matters
It proves powerful, private AI agents can run entirely on personal devices, eliminating cloud dependency and costs.