OTR messaging gives perfect forward secrecy. So you can't attack the history without breaking AES entirely: http://en.wikipedia.org/wiki/Perfect_forward_secrecy The bigger attack on OTR is social engineering, you need to verify signatures out of band.

But as you say, it's better not to have the secret at all.