In a microwave-safe mug, stir together peanut butter, brown sugar, milk, vanilla extract, and egg yolk until smooth.
Add flour and baking powder and mix until just combined.
Fold in mini chocolate chips if using.
Microwave on high for 55-60 seconds, or until the center is just set.
Let cool slightly before enjoying.