(US and Canada, idiomatic) To prepare or fortify oneself for an activity requiring exertion.
Wiktionary
Origin of Eat-one-s-wheaties
An allusion to the breakfast cereal Wheaties, long advertised as the "Breakfast of Champions", and its long-standing association with sports celebrities.