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PalmClaw is an open-source agent framework that runs natively on mobile phones, exposing device capabilities as explicit tools with clear execution boundaries. It achieves an 11.5% improvement in task success and a 94.9% reduction in completion time over baselines.
This technical report introduces X-OmniClaw, a unified mobile agent system designed for multimodal understanding and interaction on Android devices. It details the architecture for perception, memory management, and action execution using on-device AI capabilities.