Fish glue has a shelf life.  Try to get it from a supplier who is apt
to go through a fair amount and not have it sitting around for a long
period of time.

Also, you can store it in the refrigerator to help slow down the
deterioration process.  This is also true for hide glue and shellac
flakes.  Try not to eat the stuff, though.

Bob Yorburg