I signed a quitclaim deed while going through a divorce. I honestly did not know what I was getting myself into. How can I argue it?

You will have to argue this in front of a Judge. There is no reversing something like this without a court order if the Quit Claim deed has been recorded by the county. Did you have an attorney for your divorce action?

What was the reason for you signing it in the first place ?

What was the reason for you signing it in the first place ?

Good question;)