I'm looking for clarity, simplicity.
As I'm a user not an expert I prefer a readily available GUI (I'll use ppas but prefer the software centre).
Similarly I will use terminal but prefer a brief explanation of each command I am executing, both so I can learn and keep an eye on what I'm doing.
Referencing some Ubuntu documentation is always great, because, lets face it, the documentation can be pretty hard to find.