It turns out that it was just the charging cable.
Once the tablet charged from the keyboard (and completely drained it), my other cables were able to charge the tablet. Recharged the dock overnight while the tablet charged up to 100%.
Used it all day without any other issues.
The screen is so much better than the TF101.