You don't need to peel your potatoes, espeically if you're using a thin-skinned potato like yellow or red potatoes. Leaving the skins on can not only save time, but it also preserves some nutrients found in the skin. To make mashed potatoes with unpeeled potatoes, make sure to scrub them thoroughly to remove any dirt or debris before cutting and cooking.