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Control Android devices with an on-device AI agent using PokeClaw

Run an on-device Android control loop that inspects screens and performs app actions locally for mobile automation and testing workflows.

skills/control-android-devices-with-an-on-device-ai-agent-using-pokeclaw/SKILL.md

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# Control Android devices with an on-device AI agent using PokeClaw

Run an on-device Android control loop that inspects screens and performs app actions locally for mobile automation and testing workflows.

## Prerequisites

PokeClaw; Android device or emulator; project-documented runtime dependencies

## Installation

Requirements and caveats from upstream:
- DroidRun/Mobilerun local/open-source runs the agent loop in a Python CLI/container on a host machine and talks to a Portal APK through ADB/port forwarding. The Portal APK uses Android Accessibility for tree/gesture/sc...
- minitap/mobile-use, Mobile-Agent, AppAgent, and AppAgentX are external SDK/research harnesses that normally require Python plus ADB, UIAutomator, screenshots, Docker, cloud phones, or host-side model/API services.
- does not require a computer to be connected while tasks run