Heat peanut oil in a nonstick skillet over medium high heat until warm. Add raw peanuts and turn down to medium heat. Stir occasionally, until the peanuts turn brown and have a nice nutty aroma. Transfer the peanuts to a plate lined with several layers of paper towel to cool. Save the rest of the oil in the skillet for later use.