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You can rinse it down if you like or towel it off. But you really don't have to do anything except fill it back up.
...I just went out to check to see how the re-fill was going. I walk out the door and what do I see... but water coming out of the drain spigot!! It probably would have been filled up by now. It only took 30 minutes the first time.