Preheat oven to 350º degrees (F). Prepare the cookie sheet with parchment paper, a silicone mat or spray the pan with non-stick spray.
Chop candy into small pieces.
In a stand mixer use the paddle attachment Cream together the butter, peanut butter and brown sugar until light and fluffy, about 2-3 minutes.
Add in the egg on low speed.
In a separate bowl, sift together flour, baking soda, cornstarch, baking powder, and salt.
Using a cookie scoop (2-3 tablespoons), scoop out cookie dough into balls. Place on baking sheet. I placed 12 on each sheet.