1 Heat oven to 350°F and position racks in top and bottom thirds. 2  Wash potato (or potatoes) thoroughly with a stiff brush and cold running water. 3  Dry, then using a standard fork poke 8 to 12 deep holes all over the spud so that moisture can escape during cooking. 4  Place in a bowl and coat lightly with oil.