When a swimmer jumps from a diving board into a pool, the potential energy is at its maximum at the highest point (when they are on the diving board) and decreases as they fall towards the water. At the same time, as potential energy decreases, kinetic energy increases (the swimmer gains speed as they fall), and the total mechanical energy (which is the sum of potential energy and kinetic energy) remains constant, assuming negligible air resistance and no other external forces acting on the system.
So the correct response would be:
Potential energy would decrease, while total mechanical energy would remain constant.