#292·picoclaw

Feature: Android Device Automation & Remote Operations

Author: ZepanCreated Feb 16, 2026Updated Apr 19, 2026
Labelspriority: hightype: roadmap

Overview

We are looking to empower PicoClaw with the ability to control and automate Android devices, similar to the functionality seen in "Botdrop." This feature will allow PicoClaw to act as a bridge between LLMs and mobile interfaces, enabling the AI to perform tasks directly on a smartphone—such as sending messages in specific apps, managing system settings, or navigating mobile-only services.

Core Requirements

  • Remote Execution: Implementation of a controller (likely via ADB or a lightweight Android agent) that allows PicoClaw to send commands to an Android device.

  • Input Simulation: Support for core interactions, including:

  • tap(x, y)

  • swipe(x1, y1, x2, y2)

  • text_input("string")

  • key_event(home/back/power)

  • Screen Awareness: A method for the AI to "see" the current state of the phone, either through UI hierarchy dumps (XML) or optimized screenshot captures for VLM (Vision Language Model) analysis.

  • Lightweight Integration: In line with PicoClaw's philosophy, the implementation should have minimal resource overhead on the host machine.

Use Case Examples

  1. AI Assistant: "Check my latest messages on WeChat and summarize them."
  2. Automation: "Open the food delivery app and re-order my last meal."
  3. Testing: Automated walkthroughs of mobile app workflows driven by natural language.