Witch Hat Atelier: Special Stories collects original prose side stories set around Qifrey’s atelier and the wider magical world. Olruggio encounters a mysterious magical creature, the young apprentices care for a silver dragon, and members of the Knights Moralis take on an undercover mission. Rather than following one continuous arc, the collection expands familiar characters and corners of the setting through separate adventures beyond the main manga.