Beat butter at medium speed with an electric mixer until creamy. Gradually add sugar, beating until smooth. Stir in vanilla and almond extracts until blended.
Stir together flour and next 2 ingredients. Gradually add flour mixture to butter mixture, beating at low speed until blended.
Divide dough in half; flatten each into a disk. Roll each disk to 1/4-inch thickness between 2 sheets of wax paper. Transfer dough, in wax paper, to a baking sheet; chill 1 hour.
Preheat oven to 350°. Working with 1 portion of dough at a time, remove top wax paper; cut into 2 1/2- x 3/4-inch rectangles, rerolling dough scraps once. Place 1 inch apart on parchment paper-lined baking sheets.
Bake at 350° for 12 to 14 minutes or until edges are golden. Cool on baking sheets 1 minute; transfer to wire racks. Cool completely.
Microwave dark chocolate morsels in a microwave-safe bowl at HIGH 1 1/2 minutes or until melted and smooth, stirring every 30 seconds. Drizzle over cookies. Sprinkle crushed hard peppermint candies over cookies. Let stand until firm. Store in airtight containers.