It's written in about 2500 lines of Python, using Django 1.1 (app-engine-patch) on Google App Engine. Full source code is here: http://github.com/jcrocholl/scoretool
If there were a "GAE django starter project" that included jQuery etc. but made use of use_library(), would that be interesting?