Look for individually frozen shrimp with the head off and the peel on. You don't want jumbo shrimp and you don't want tiny ones, either. I like the 21-30 per pound size. Pick some up when it's on sale and keep it in the freezer at the ready if the mood strikes for this garlicky goodness.