$ cat /proc/meminfo 
  MemTotal:       16269536 kB

Thanks, earlyoom looks interesting. But as I know where my memory usage goes (Firefox, mostly) I think I'll just write a script to kill Firefox if I run out. Much better than waiting for the scheduler to kill KDE out from under me!