The skills are kind of additional kind of conceptual guidance on things where it didn't immediately work. You're trying to keep the guidance high level enough that users can write their own without having to get down to the like level of your action language which I guess is something you don't necessarily want to share anyway. So, so that makes sense so there's not a skill is not is not stored as like actual procedure at all that's all still generated dynamically at runtime each time. But for a user they just need to define the natural language interaction and another layer can go and compile the actual code. And then we can also cash it so you don't have to actually like if you generate the

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