I have tried accessing my Skydrive contents from Windows Phone 8 Office, and then Windows Phone 7.5 Office.
In both cases I get an error after five minutes:
Needeless to say both mobile data and WiFi are enabled and working just fine. Access through the Skydrive app itself works fine and fast. Is anyone else seeing problems with Windows Phone Office app?