Comment by Izkata

"One shot" is simply about the action itself, but it says nothing about how much preparation was done beforehand. "Zero shot" additionally implies without training or preparation.

TCGs have a related "zero turn win" concept, where the opponent goes first and you win without getting a turn due to the set of cards you randomly drew and being able to activate them on the opponent's turn.