Nick Vasilescu

It just helps me to map it out visually.

But you could literally ask it.

Yeah, like you said, based on this transcript, what is the automation workflow look like?

You know, step-by-step.

Yeah, so then once you figure out what the workflow is, right, this is where, like, you have to actually be able to know, okay, how much can I really ask, like, how much can I just say, like, to OpenClaw right now, hey, like, build this, like, hey, build this thing, and you just describe the workflow versus...

genuinely using something like cloud code to build out like what that workflow would look like with you know python apis a genuine automation pipeline and process that your open claw can actually just trigger upon um whenever it's like contextually relevant so

for instance, this whole pipeline here of like going to these websites, looking at this product information, downloading the information, parsing it, uploading it to Zoho.

The trigger of all of that is, you know, the OpenClaw being CC'd in an email and it seeing that email, it has a link that is relevant for this type of workflow to be triggered.

So that is like the thing, that's like the listening event that OpenClaw can do with like a cron job that it sets up to just like

OK, listen for this trigger.

And then once that trigger starts, it can then activate the whole Python script workflow automation, everything that you would need downstream of that.

So you're not relying too much on open clause like abilities in and of itself.

You're more so creating specialized AI workers under each underneath the open clause that it can call individually, if that makes sense.

Yeah, so sub-agents are, there's a couple ways to view them, right?

So like in the context of, and the reason I say there's a couple ways to view them is because there's a couple ways of using them.

So in the context of like OpenClaw, you could ask it to spin up five research sub-agents that all go and research some given task.

And like I said earlier, you could have it parallelize that task across splitting it up across each subagent or having each subagent actually go and do the same task across five different instances.

But the next thing around subagents is that you can actually, like you said, maybe think of them in terms of skills.

So if you're familiar with anthropic skills...

you can have these specialized instructions and rules along with actual code that you can provide to your agent for it to be able to go and do a given task.