Question

How could air that is saturated with water become over saturated without adding any water?

Answer 1

Warmer air CAN hold more air than cool air.

So if saturated air COOLS, it can't hold as much water as when it was warm, so it suddenly becomes over-saturated ("supersaturated") even though no more water was added.