Don't have a before picture, but here is an after:
http://farm8.staticflickr.com/7325/9...6580aa1018.jpg
Dog added for photogenics.
Thanks to PoolDoc and BigDave for suggesting patience and that I buy a professional testing kit. I feel much more in control of my pool chemistry now, and can take care of potential problems when they are small.