I've seen this children's game in another manga. This guy probably played it often as a child.
It's like red light green light.
Iirc, you can only move while the person who's it is saying "daruma-san has fallen". If you move otherwise, you're out. Normally that means you lose and sit out for a few minutes.
Here? I'm guessing you die.