Preheat oven to 375 F. Grease a cookie sheet.
Combine sugars and water. Beat in egg white, peanut butter, salt, baking soda and vanilla. Mix well. Add flour. Mix well.
Roll dough into small balls and place on cookie sheet. Press flat with a fork.
Bake 8-10 minutes.
Makes 2 dozen cookies.