Mix brown sugar, butter, powdered milk, and water in a pan. Bring to a boil. Reduce heat and boil 3 minutes, stirring constantly to prevent scorching. Remove from heat and stir in remaining ingredients. Drop by spoonfuls onto a flat surface such as a pan lid. Let sit for about 10 minutes to set. In hot weather, these cookies might not set as well.