From this question I learned that Google App Engine does not currently support SSL on \"custom domains\" (at least not as of June 2010, when that question was asked).
Custom SSL is available for App Engine since 27 Jun 2012.
You can setup it from your domain's control panel:
https://developers.google.com/appengine/docs/ssl