Mix flour, brown sugar, cocoa, baking soda, and salt with fork together. Mix in remaining ingredients except chocolate chips and pour into an ungreased 8x8x2-inch baking pan. Sprinkle chocolate chips over batter.
Bake until wooden pick inserted in center comes out clean, 35-40 minutes. Sprinkle with powdered sugar if desired.