Make the dough: Combine honey, sugar, and butter in a saucepan and heat gently until sugar dissolves. Let it cool completely.
Whisk dry ingredients: In a large bowl, whisk flour, baking powder, spices, and salt.
Stir the cooled honey mixture into the dry ingredients until a dough forms. Chill the dough for at least 1 hour, up to 24 hours.
Prepare the filling: Divide the almond paste into equal portions and roll them into logs.
Roll out the dough and cut into pieces. Wrap each dough piece around an almond paste log and shape it into a trapezoid.
Bake the cookies on a lined baking sheet for around 12 minutes.