Do symptoms like muscle spasm go away quickly?

They can. They can but it depends on the reason why you have developed muscle spasms.
Usually. Of course it varies depending if it is caused by exertion or due to some other problem. The other problems can range widely from electrolyte imbalances to disorders effecting muscle movement.