only 20 pounds of live rock, will take awhile longer than 2 weeks. I would run the skimmer because you'll have more polution than your bacteria will take care of and it will stink.
Be careful which starfish you pick, things like chocolate stars, crown of thorns ect are pretty but not reef safe...