Sift together flour, salt, and baking powder; set aside. Cream butter, peanut butter, and sugars; beat in vanilla and egg. Stir in flour mixture, blending well. Shape mixture into 3/4-inch balls and place on greased baking sheets.
Flatten each cookie with the tines of a fork and bake for about 10 to 12 minutes.