In the scenario of a swimmer jumping from a diving board into a pool, the swimmer's potential energy decreases as they descend, while the total mechanical energy (which includes both potential energy and kinetic energy) remains constant, assuming there is no significant air resistance and neglecting any dissipative forces.
Thus, the correct response would be:
Potential energy would decrease, while total mechanical energy would remain constant.