GnomeDo
This is pretty specific to Gnome 2, as Unity and the next generation Gnome/KDE are integrating much of this functionality, but GnomeDo is still the first application I install on any distribution using Gnome 2. It's dead simple, and saves me countless clicks/searches every time I launch something.