Overview
An effective AI teacher should not merely deliver information. It should orient learning toward a mission, remember the learner's starting point, track what has been covered, and choose the next step based on the learner's current position.
This requires a stateful skill. A stateless skill can run without remembering previous sessions. A stateful teaching skill stores local information so that it can preserve continuity, personalize lessons, and maintain a learning record over time.