Preheat oven to 350°. Combine oil, peanut butter, and water. Add flour, one cup at a time, and then knead into firm dough. Roll dough to 1/4 inch thinckness and cut with cookies cutter. Place on an ungreased cookie sheet. Bake at 250º for 20 minutes. Makes 2 1/2 dozen cookies.