In a saucepan, add sugar, corn starch, cocoa, milk, and yolks and cook until is thick and bubbling.
Then add butter and dark vanilla.
Top the peanut butter base in the baked pie shell with the pudding and refrigerate.
Top with whipped cream, chocolate syrup, and mini peanut butter chips before serving.