To edit a task long-tap the task and choose Edit from the popup menu.
Here you can enter the details for the task.
You can also change the queue the task lives in from this view.
Tap the disk icon to save your changes or the X to cancel.
If you are viewing the task details you can long-tap the title, notes or elsewhere to automatically start editing. Or, choose Edit Task from the menu.