To prepare tagine, combine the first 15 ingredients in an electric slow cooker. Cover and cook on low for 8 hours. Discard cinnamon sticks.
Place 1/2 cup couscous on each of 8 plates. Top each serving with 1/2 cup lamb mixture, 1 1/2 teaspoons almonds, and 1 1/2 teaspoons parsley.