Big time yes, you totally can eat potatoes with the peelings still on them! In fact, there are a lot of nutrients and fiber held in those peelings, so they're actually doing you some good. Also, those peelings are holding in the nutrients of the potato itself, so when you cut those peelings away, that allows the potato nutrients to float right out into the water when you boil them.