From Experience to Knowledge

Two-stage principle (as User as Code): first, capture immutable evidence, then offline systematization. Three levels of data: immutable source traces (audit); analysis of a single execution; comparison of multiple traces with the formation of knowledge documents. A formal experience document describes the scope of applicability, recommended strategy, prohibited actions, exception conditions, sources, and verification time – not a retelling of a single task. A single, random success does not become knowledge: a support threshold across multiple traces and positive transfer to new tasks are needed.

Related: [Four carriers of update], User as Code, [Two loops of evolution]