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Preheat oven to 350°.
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Arrange coconut in a single layer in a small baking pan. Bake at 350° for 6-7 minutes or until lightly toasted, stirring once. Set aside to cool.
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Weigh or lightly spoon flour into a dry measuring cup; level with a knife. Combine flours, baking powder, baking soda, and salt in a medium bowl; stir with a whisk until blended. Place sugar and butter in a large bowl; beat with a mixer at medium speed until well blended. Beat in vanilla and egg. Add flour mixture, beating at low speed just until combined. Stir in toasted coconut and chocolate.
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Drop by level tablespoons 2 inches apart onto baking sheets coated with cooking spray. Bake at 350° for 10 minutes or until bottoms of cookies just begin to brown. Remove from pan, and cool completely on wire racks.