In a mixing bowl, combine the vanilla, egg, sugar, and oil. Mix until smooth. Add the flour and baking soda, mix just until combined. Fold in the chocolate chips and coconut.
Drop the batter by the spoonful until an un-greased baking sheet. Bake for 7 to 8 minutes or just until the edges of the cookies begin to brown. Cool before serving.