Step 1: How to bake peanuts with skin in the oven according to the temperament of your own oven. Place a layer of skinned peanuts on a baking sheet, bake at 120 degrees for 20 minutes, just right! Cooking Techniques for Oven Roasted Skinned Peanuts There