What is this spider spinning a bright green web?
Your image is not the best one, but this is probably the Magnolia green jumper, Lyssomanes viridis.

Here is a better image of it for comparison:



It also matches your location. According to the Wikipedia page linked above,


  the species is native to the Southeastern United States plus Texas, and as far north as Maryland.