Mix cake flour, pecans, coconut oil, confectioners' sugar, and vanilla extract together in a bowl until mixture comes together and forms a soft dough. Roll dough into 1-inch balls and arrange 2 inches apart on a baking sheet.
Bake in the preheated oven until the bottoms of the cookies are golden brown, 10 to 12 minutes.