PalmClaw: A Native On-Device Agent Framework for Mobile Phones

arXiv cs.CL · 18 hours ago

PalmClaw is an open-source agent framework that enables large language model agents to run natively on mobile phones by directly accessing device capabilities through structured tools rather than simulating GUI interactions. The framework achieved 11.5% relative improvement in task success and reduced completion time by 94.9% compared to existing approaches. This enables more efficient automation of tasks on mobile devices while keeping actions explicit and controlled through clearly defined execution boundaries.