The easiest way to get the skins off the potatoes is to use a vegetable peeler. You’ll want them to be larger in size, if possible, but if not, you can still cook them up. they’ll just be a varying color of golden brown depending on the size.
Find it online: http://allguiderecipes.info/air-fryer-potato-peelings/