🤖 PokeClaw: On-Device AI Agent for Android Automation

PokeClaw is a hardcore on-device AI project. It attempts to run local large language models (like Gemma 4) directly on an Android phone to automate and control the device interface via Accessibility services. The entire process requires no cloud computing and no API keys. While device automation is a popular topic, the real challenge lies in balancing limited edge compute with stable GUI interaction. PokeClaw explores the intersection of pure local AI and mobile automation, which is significant for privacy and hints at future smartphone interaction models. It is best viewed not as a polished consumer product, but as an edge AI experiment demonstrating what is currently possible on mobile hardware.