Shell-on shrimp cook up juicier and more flavorful. But that's only the beginning. Many of us peel shrimp before cooking it, but it's time to rethink that habit. Not only does skipping peeling get you out of a tedious kitchen task but you'll be preserving what is arguably the tastiest part of the crustacean.