Combine butter, sugar, shortening, eggs, and vanilla, mix thoroughly. Stir in flour, baking soda, baking powder, and salt. Add oats, peanut butter or chocolate chips and nut meats. Roll in balls, do not flatten. Bake for 15 minutes at 350 degrees.