Skills can tell us something useful about what people know or are able to do, but they do not automatically establish capability or performance. This article explores the distinction between skills, capability and performance, why similar performance problems can have very different causes, and how better diagnosis can lead to more appropriate learning, systems, management and workforce interventions.