Does every agent skill need an eval?

Every agent skill should come with a nutritional label. We already have descriptions that tell us what skills do. The label should show whether a skill actually makes the agent better and what that improvement costs. If you tell me that your skill improves how an agent writes documentation or reviews code, my next question is simple: how do you know? It works really well for me isn’t evidence. Nei