Preheat oven to 350° F. Cut parchment paper long enough to line the bottom of a 9" x 13" baking dish while leaving about 3 inches of parchment overhang on both sides. (This will allow for easier unmolding.) Set aside.
In a medium bowl, whisk together flour, baking powder, and salt. Set aside.
In the bowl of a stand mixer fitted with a paddle attachment, cream together butter, sugar, and brown sugar. Add eggs one at a time, mixing until eggs are fully incorporated. Scrape down bowl as needed.
Add flour in three additions. Mix on low speed until combined. Add toffee, almonds, and chocolate chips. Fold to combine until evenly distributed.
Transfer dough to prepared baking dish. Press dough into an even layer. Bake for 25-30 minutes until the top is golden brown and the edges of the cookie have begun to pull away from the sides of the dish. Let cool in dish for 10-15 minutes before unmolding. Remove from dish and cool to room temperature on wire rack.
Cut into wedges (or desired shape) once cookie has cooled to room temperature. Drizzle chocolate on top and allow chocolate to set up before serving.