Except many of them have low-enough long term consequences for most moves that you often only need to calculate ahead by one.

This is generally true of chess as well. Thinking ahead is definitely useful, but just caching a whole bunch of tactics, strategies, mating themes, and opening moves is enough to make you an advanced amateur without ever having to do much actual calculation.