What makes an agent pick up a SKILL.md, how to keep its rules checkable, and how to test it on a stronger and a weaker model, with a check that can fail.
A SKILL.md gets used when its description matches what the person asked, and it is worth trusting only after you have run it on real inputs and read what came back. Everything else follows from those two facts. The description decides whether the file is loaded at all. The body decides what happens once it is. The test decides whether you know either of those things or just hope.
Read the full report on AISkills402: https://aiskills402.com/blog/skill-md-write-and-test
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