Not all quests are supported in the already started state as mentioned on the first post, these have to be done from the beginning, Witch's House is one of them
Equip staff and set spell on autocast then press "Load Gear", make sure you only use one of the 16 elemental spells and not something like Flames of Zamorak or Ice Barrage