Rather than chop or snap off half your asparagus, Pépin says in his cookbook, “A Grandfather’s Lessons: In the Kitchen with Shorey,” that you don't need to throw all that good asparagus flavor away. Instead, use a peeler to remove the tougher skin on the outside of the lower part of your spears, leaving the tender interior behind for cooking.