The Skill an Agent Cannot Write for Itself

"Thin Harness, Fat Skills" is mostly right — and quietly wrong about the part people are betting on. An agent consumes procedural knowledge with enormous benefit but cannot author it. The self-improvement loop is the weakest link, and the evidence is now unambiguous.