No, you don't have to peel asparagus before cooking it. If the asparagus spears are thick, you can snap off the woody ends before cooking. Otherwise, they can be cooked as is. If you want to peel your asparagus, you certainly can, but it isn’t necessary for this asparagus baked with parmesan cheese.