Go to the saved items overlay through the menu at the top right. 

Find the item and click the edit icon (pencil) on the right. 

Then edit the title and add the #category shortcut to it. 

So if you want to have a task called "Order groceries" always be filed in the "Household" category, you would modify the title to "Order groceries #Household".