Preheat the oven to 350 F. In a large bowl, mix together brownie mix, peanut butter, eggs, and vegetable oil until smooth. Use a cookie scoop to place the cookies onto a large ungreased baking sheet at least 2-inches apart.
Bake for 10-12 minutes. Remove from the oven and decorate with Oreo cookies and candy eyes.