Cream butter and sugar together in a bowl.
Add room-temperature eggs and mix well.
Sift cake flour, matcha powder, and baking powder, then combine evenly.
Fold in chocolate chips to the dough.
Shape the dough into balls and place them on a baking sheet.
Bake in a preheated oven at 180°C for 12–15 minutes.