The speaker distinguishes skills that encode organizational knowledge from ad hoc procedures used to avoid rewriting prompts.

“That's like an alternative way of sort of representing, like, org-level knowledge, and maybe not so much this, like, arbitrary thing you want the agent to do so you don't have to write the prompt each time.”