Depending on what you are cooking, Spanish chorizo doesn't need to be peeled. The peel encasing is perfectly edible. That said, if you are making a chorizo tapas that calls for ground chorizo, you are going to want to remove the casing. For this chorizo tapa recipe, slicing the chorizo is sufficient.