I tend to find subjects that anchor or draw your eyes into the image. 

I will remove garbage/debris at times....good idea to bring a trash bag along to dispose of this kind of stuff properly.  

Only time I add something is if its a subject or concept that I want to be in the photo.  (like a toy/figurine...object I bring from home that sort of thing)