Stir the flour, pumpkin pie spice, baking powder and salt together in medium-sized coffee mug.
Add the maple syrup, milk, pumpkin puree, and coconut oil.
Fold in the chocolate chips.
Microwave for 60 seconds. If it doesn't look done after 60 seconds, zap it for another thirty seconds.