From Middle English quitter, from Anglo-Norman quiture, quyture et al., specialised use of quiture (“burn mark, burning”), from the participle stem of cuire (“to cook”), or from Latin coctura (“cooking”).
Practice speaking and memorizing "quitter" and many other words and sentences in English.