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openclaw - 💡(How to fix) Fix MobileClaw — OpenClaw as an Android AI agent with on-device Gemma 4 [1 comments, 1 participants]

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openclaw/openclaw#62398•Fetched 2026-04-08 03:04:51
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ChenKuanSunChenKuanSun
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ChenKuanSunChenKuanSun
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Hey OpenClaw team and community!

I built MobileClaw — an Android-native port of OpenClaw that turns your phone into an AI agent.

What it does

Same concept as OpenClaw, but your phone IS the computer:

  • 29 native Android tools (SMS, calls, calendar, UI automation, browser, files, etc.)
  • 21 composable skills
  • 10 cloud providers (Claude, GPT, Gemini, OpenRouter, etc.)
  • On-device Gemma 4 via LiteRT-LM — no API key, no internet, no cost
  • Full UI automation via AccessibilityService — controls ANY app
  • Remote control via Telegram bot

On-device AI

The latest release adds Gemma 4 (E2B/E4B) running directly on the phone's GPU. Tool calling works on-device via constrained decoding. You can switch to airplane mode and the agent still works.

Links

Open source, MIT license. Built on top of OpenClaw's architecture and philosophy.

Would love feedback from the community. Especially interested in:

  • Skill compatibility between OpenClaw and MobileClaw
  • Ideas for phone-specific tools that don't exist on desktop
  • On-device model experiences (what works, what doesn't)

Thanks for building OpenClaw — it inspired this entire project.

extent analysis

TL;DR

To resolve potential issues with MobileClaw, review the compatibility of skills between OpenClaw and MobileClaw, and test on-device model experiences to identify areas for improvement.

Guidance

  • Test skill compatibility by attempting to use OpenClaw skills on MobileClaw and reporting any issues or inconsistencies.
  • Provide feedback on phone-specific tools that could enhance the MobileClaw experience, focusing on tools that leverage Android's native capabilities.
  • Share experiences with on-device models, including what works well and what doesn't, to help improve the overall performance of MobileClaw.
  • Review the GitHub repository and issues to see if others have reported similar problems or have suggestions for improvements.

Notes

The provided information is more of an introduction to the MobileClaw project rather than a specific issue report, so the guidance is focused on general areas for testing and feedback.

Recommendation

Apply workaround: Since there is no specific issue reported, the best course of action is to apply workarounds and testing to identify potential problems and areas for improvement, allowing the community to provide feedback and suggestions.

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#api#indexing error#inference speed#output truncation#response parsing

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