I agree. It usually seems simple to the author but it's bloody annoying when some documentations says something is simple and it actually isn't.
If something is written as simple, but I as an entrant to something view it as not simple, I'm going to be severely discouraged - "if this is the simple thing, what is the hard thing?"
It's often an unnecessary adjective.