The others are right, no need to peel at all.
What is nice, though, is to use a veggie peeler to make very thin slices to put on pizza. I think that's yum.
Also, if you have any left over after making Riley's dinner and also happen to have some tomatoes, onions, aubergines and peppers then you could make ratatouille which is absolutely gorgeous.