pokeclaw-android-ai-agent
PokeClaw Android AI Agent
Skill by ara.so — Daily 2026 Skills collection.
PokeClaw is an open-source Android app that runs Gemma 4 entirely on-device via LiteRT-LM with native tool calling. The LLM reads the screen as a UI tree, selects tools (tap, swipe, type, open app, send message, etc.), executes them through Android Accessibility Services, observes the result, and loops until the task is complete — no cloud, no API key required for local mode.
Architecture Overview
User prompt
│
▼
TaskOrchestrator ← manages task lifecycle & session history
│
▼
LLMEngine (LiteRT-LM) ← Gemma 4 on-device, tool-call aware
│ tool_calls[]
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