Skins on or off for potato salad is really a personal preference. You can choose to peel the potatoes for a smoother texture or leave the skin on for added texture and fiber. Peels can also add to the presentation and aesthetic with colors like purple and red. Just make sure to wash the potatoes thoroughly, and probably choose organic, if you decide to keep the skin on.