Noted on the labeling of the autoclaw queries. We'll do that.

What also may be of help is the ability to create multiple API keys now. Just shipped it a day ago:

The ability to generate more API keys via the API is coming as well.

@Leo Wandersleb If you are using premium then it forces sonnet or opus for everything. So when you do 5+5 is going to use sonnet/opus. Additionally. I think it uses the entire context, not just your most recent prompt. So if your previous sections of that same chat session had more complex stuff, then it is going to use Opus and not Sonnet. That's why your seeing pure Opus.

I think the main issue could be that you are keeping a chat session open instead of switching to new ones with new tasks and questions. Lmk if that might be the case or not.

@Leo Wandersleb read above notes not sure if you see them.

Additionally, caching is not a complex thing we are implementing on our side anymore. It is handled by the providers who know what they are doing. So the chance that we are doing something wrong due to the caching is not really possible.

It's mostly likely how openclaw itself chooses how many files it wants to read any any given time.

Perhaps the solution is to remove the premium option so this doesn't happen to anyone. Maybe there is never a need for premium.

But overall maybe the best advice for users is to not keep the same session running forever. Was that waht you were doing? Keeping the same chat open without starting new ones?

I don't think cache shifting is a thing. But timing is. As far as I understand how it works, it you run a simple query on an already long sessions AFTER 5 minutes has transpired, then all of the cache is gone. 5 minutes is the time barrier.

If you had premium set that simply means we are using opus and sonnet for everything, even if the query is simple.

Maybe we oughta just fork the repo we got it from and keep it open source so that we as a crowd can iterate on it.

The 15 dimension thing is mostly based on if certain keywords show up and then scores how many of those keywords show up and such. It's really not a complicated algo. But it's possible something unintentional is happening. I will look into this asap. Sorry for the troubles.

OpenAI has not released 5.3 codex through their API yet. You can only get it through a fiat subscription with openAI AFAIK.

In other words, it is impossible to pay in sats and get 5.3 codex at the current moment.

Most likely be live in a few days I would guess.

We grabbed this one and stripped out the USDC stuff, and tweaked a few other little things. https://github.com/BlockRunAI/ClawRouter

What makes you think we don't have the newest models? We launch models the moment that the big companies launch their models.