Yeah I care about LLM's generating skills after attempting tasks and learning lessons from those attempts, not before attempting a task for the first time. This result seems a little silly and detached from the reality of how skills are "auto-generated" in the real world.

That is my approach. I don’t think the papers author has actually used skills.