A phrase, used when drunk or when discussing a time period when you expect to be drunk, meaning essentially the same thing as the high-brow phrase "play it by ear."
Play it by Earl's was coined in honor of Earl's on the Ave, a well-known bar in Seattle where you go when you want drinks that will knock you on your ass.