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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
PokeClaw (PocketClaw) — first on-device AI that controls your Android phone. Gemma 4, no cloud, no API key. Poke is short for Pocket.
| Date | Stars |
|---|---|
| 2026-07-24 | 972 |
| 2026-07-25 | 980 |
| 2026-07-28 | 980 |
| 2026-07-30 | 980 |
| 2026-08-06 | 980 |
Today
— stars today
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Momentum
0.0
growth rate 0.00%/day
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<img src="banna.png" width="600" />
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<img src="option.png" width="600" />
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<a href="https://github.com/agents-io/PokeClaw/stargazers"><img src="https://img.shields.io/github/stars/agents-io/PokeClaw?style=social" alt="Stars" /></a>
<a href="https://github.com/agents-io/PokeClaw/network/members"><img src="https://img.shields.io/github/forks/agents-io/PokeClaw?style=social" alt="Forks" /></a>
<a href="https://github.com/agents-io/PokeClaw/issues?q=is%3Aissue+is%3Aclosed"><img src="https://img.shields.io/github/issues-closed/agents-io/PokeClaw?style=social" alt="Closed Issues" /></a>
<img src="https://img.shields.io/badge/Android-9%2B-3DDC84?logo=android&logoColor=white" alt="Android 9+" />
<a href="https://github.com/agents-io/PokeClaw/releases/latest"><img src="https://img.shields.io/github/v/release/agents-io/PokeClaw" alt="Latest Release" /></a>
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🌐 <a href="https://agents-io.github.io/PokeClaw/">Landing Page</a> — available in English · हिन्दी · 日本語 · Deutsch · 繁中
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# PokeClaw (PocketClaw) — On-Device AI Phone Agent
**PokeClaw**, also known as **PocketClaw**, is an open-source Android app for AI phone automation.
It can run Gemma 4 on-device for local, private phone control, and it also supports optional cloud models when you want stronger reasoning for harder tasks.
The current public build is a local-first prototype for turning an Android phone into an AI-operated device.
In Local mode, model execution stays inside your device. No account or API key is required for Local mode.
```
Everyone else: Phone → Internet → Cloud API → Internet → Phone
💳Credit card needed, API key required. Monthly bill attached.
PokeClaw local: Phone → LLM → Phone
Local-first when you want it. Optional cloud when you need it.
```
**AI can control your phone, with local-first execution and optional cloud help.**
The current public build is open-source and already handles real chat, task, and automation flows on Android.
Monitor a WhatsApp contact and auto-reply:
Context-aware WhatsApp auto-reply:
https://github.com/user-attachments/assets/5a43d4d5-458a-4eea-a0a5-58d113255741
https://github.com/user-attachments/assets/5c2966c5-04e6-4b22-8d66-11915ae62096
> **☝️ Auto-reply demo:** PokeClaw monitors messages from Mom, reads what she said, and replies based on context using the on-device LLM. [Watch in higher resolution on YouTube](https://youtube.com/shorts/Vxpf474chm0)
> **☝️ Context demo:** Mom asks "what did I tell you to bring?" — the AI opens the chat, reads the full conversation on screen, sees the earlier message about wine, and replies correctly. This is the difference between context-aware and context-free replies.
https://github.com/user-attachments/assets/89999dd8-a1be-49ad-9419-60c2b38f6374
> **Why is the "hi" demo slow?** That clip was recorded on a CPU-only Android device with no usable GPU or NPU path. Running Gemma 4 E2B on pure CPU takes about 45 seconds to warm up. On stronger phones it is much faster:
> - **Google Tensor G3/G4** (Pixel 8, Pixel 9)
> - **Snapdragon 8 Gen 2/3** (Galaxy S24, OnePlus 12)
> - **Dimensity 9200/9300** (recent MediaTek flagships)
> - **Snapdragon 7+ Gen 2+** (mid-range with GPU)
>
> On these devices, warmup drops to seconds. Same model, better hardware.
## The Story
I'm building this solo. When Gemma 4 landed with native tool calling on LiteRT-LM, I wanted to know whether a phone could become a real on-device agent instead of just another chatbot. PokeClaw is the result.
The interesting part is not just chatting with a local model. The interesting part is getting a local model to read the screen, choose tools, operate apps, keep task state, and finish real phone workflows. That is exactly what this project is built for.
PokeClaw already supports fully on-device automation with Gemma 4 and optional cloud models for stronger tExcerpt of 47,278 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:d270bda1105fb86b, topic:ai-agent, readme:tool calling
matched fp:d270bda1105fb86b, topic:tool-calling