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pokeclaw-android-ai-agent — Claude Code skill

This skill guides an on-device Android agent built with Gemma 4, LiteRT-LM tool calls, and Accessibility Service control.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/trending-skills --skill pokeclaw-android-ai-agent -a claude-code
Open on GitHub

What pokeclaw-android-ai-agent does

The skill lays out PokeClaw’s Android agent flow. TaskOrchestrator tracks the task and session history, LLMEngine runs Gemma 4 through LiteRT-LM, and ToolDispatcher routes model calls to concrete actions. The agent reads the UI tree, taps controls, swipes, enters text, launches apps, and sends messages.

It also covers Kotlin data classes for JSON tool schemas and registering those tools with LiteRT-LM. Local execution does not need an API key or a cloud model. Building the app requires Android Studio Hedgehog or newer, Android 9+ (API 28), target API 34+, and Kotlin 1.9+; UI control depends on an Android Accessibility Service.

What it helps with

  • build an Android agent around Gemma 4
  • add tool calling to a LiteRT-LM app
  • control Android UI through Accessibility Service
  • create an on-device auto-reply agent

Example prompts for the agent

  • Set up PokeClaw on Android with Gemma 4 running locally.
  • Add tools for tapping, text entry, and launching apps to this LiteRT-LM agent.
  • Build an agent that reads the UI tree and completes tasks through Android Accessibility Service.

How to install pokeclaw-android-ai-agent

1Skills CLI (Vercel)

npx skills add reason-machines/trending-skills --skill pokeclaw-android-ai-agent -a claude-code

2Manually: put the files in place

~/.claude/skills/pokeclaw-android-ai-agent/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/pokeclaw-android-ai-agent/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about pokeclaw-android-ai-agent

How do I install pokeclaw-android-ai-agent in Claude Code?

Run npx skills add reason-machines/trending-skills --skill pokeclaw-android-ai-agent -a claude-code, then check ~/.claude/skills/pokeclaw-android-ai-agent/SKILL.md.

What does pokeclaw-android-ai-agent do?

It guides the implementation of an Android agent using Gemma 4 with LiteRT-LM. The agent selects tools, operates the UI through Accessibility Service, and keeps observing results until the task ends.

What does PokeClaw need to build?

Use Android Studio Hedgehog or newer, Android 9+ (API 28), target API 34+, and Kotlin 1.9+. Local mode works without an API key, while UI actions require Accessibility Service.

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