Teachers bring an assignment they already give. In the first ten minutes we run it through a chatbot and see what survives. Then we rebuild the task so the thinking students do is the part that can’t be handed off, using decomposition and pattern-finding as the frame. Everyone leaves with one rebuilt assignment and a five-minute test they can run on anything else in the drawer.