If your rhubarb is thin and young, you can slice it thinly crosswise into 1/2-inch pieces without any further prep. It is not necessary to peel rhubarb for this crisp, but you certainly can if you'd like. If it is thick and has fibrous strings, peel the strings away the way you would celery, then cut into 1/2-inch dice.