Whisk the flour, baking soda, cinnamon and salt in a medium bowl. Beat the brown sugar and butter in a large bowl at medium speed for 1 minute or until creamy. Beat in the sour cream at low speed.
Add the egg and almond extract, beating just until combined. Slowly beat in the flour mixture. Stir in the oats, chocolate chips, cherries and almonds.
Drop 1 1/2 tablespoons dough per cookie onto parchment paper-lined baking sheets. Bake for 9 to 11 minutes or until lightly browned.
Cool on a baking sheet on wire rack for 2 minutes. Place the cookies on a rack to cool completely.