If you already know what task you are going to do next, you can book it. Click on the task and then click on the yellow exclamation mark. The task will be moved from the board to the bottom of the window for 8 hours.
After the booking time expires, the task disappears. This is not considered a failure. You can only book one task at a time. Also, you cannot delete a booking.