ARDUINO TO ARDUINO USING HC-05 BLUETOOTH MODULE

I probably did not understand this your question ( "Is that thing in 'AT mode'?" )

However, the steps on how to put HC-05 bluetooth module in AT command mode can be found here:

http://forum.hobbycomponents.com/viewtopic.php?f=39&t=1567

OR

Depending on the type you bought.