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That’s a bold assumption. I would be surprise if they even read those skills (I don’t know anyone actually reading SKILL files)
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I do, I like to know how badly my agents' context is wasted and what unexpected side effects to watch for (like, "always start with ${clitool} --help" == always waste few hundred tokens when even touching the skill; or instructions asking it to do something that generalize into stupid thing in larger context).

If those skills were unreadable, however, that would imply proper engineering - like e.g. the skills themselves being an output of iterative RL over set of evals.


I don't think unreadable skills implies proper engineering at all. It's just as or more likely that they're the result of a blind iterative process with no clear improvement signal. (And whether iterative RL over a set of evals is actually proper engineering here is another question...)

> And whether iterative RL over a set of evals is actually proper engineering here is another question...

I'd put it like this: regardless of the merit of how they're applied, it would at least demonstrate possession of the advanced skills expected of experienced software engineers.


I generate them using LLMs, but optimize them by manually removing chunks or rearranging the order of the instructions. It works well.



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