Your SKILL.md Is 70% Stuff the Model Already Knows - Nikolay Petrov, Intel

Adding a line to a skill takes seconds, but removing one is scary, so skills only grow. Nikolay Petrov shows how to see inside a skill: split it into small checkable claims, test the model with and without each one, and get a line-by-line map of what the skill actually teaches, what the model already knew, and what makes it worse. The first skill they tested was 70% things the model already knew. The value was in the other 30%, the exact details a naive shortener would cut first. Nikolay Petrov, Intel: https://www.intel.com