Prune out any downward facing branches. They too will be shaded and won't be productive. Next focus on removing any branches that cross or rub against larger branches. As these grow, they will get thicker and heavier. Get rid of them now before they do damage to the branches you need in your scaffold. (FYI - The green rope is being used to bend down another branch.)

