OpenClaw + Reddit

[Grover Greenfelder]

Hey everyone,

I need some technical guidance from people experienced with automation + LLM setups.

Currently, I have 4 iPhones (each with separate SIMs) connected to my computer. I’m using OpenClaw with Gemma 4 as the LLM to automate actions on these devices.

Right now, the limitation I’m facing is that everything works only at a very low level (manual command style). For example, if I want to scroll, I have to explicitly send a command like:

<span>exec adb shell input swipe 500 1500 500 500 200</span>

So the system only executes direct instructions — it doesn’t understand higher-level intent.

What I actually want is something much smarter, like:

• “Open Reddit”
• “Scroll until you find a cat image”
• “Upvote it”
• “Find a top-performing comment”
• “Reply with a human-like funny response”

Basically, full natural-language → action automation across apps.

My questions:

• Is this limitation coming from the LLM (Gemma 4 not being capable enough)?
• Or is it more of an OpenClaw limitation (no proper skill/action layer)?
• Does OpenClaw support creating custom “skills” or action chains for this kind of use case?
• How would you architect this so the bot can translate natural language into multi-step phone actions?

Would really appreciate if someone can guide me on how to level this up from command-based control to intelligent automation.

Thanks in advance