The main issue identified by Qualys is a more generic memory disclosure bug:
https://www.qualys.com/2016/01/14/cve-2016-0777-cve-2016-077...
This means they are basically able to dump the memory of just the running `ssh` process -- eerily similar to Heartbleed.
This means private keys stored by the `ssh-agent` process, outside of the `ssh` process connecting to an Evil Server(TM) are not affected.
This is because the protocol used between SSH Agent and SSH client does not transfer the entire private key, rather the SSH client asks the Agent to do a signing operation on it's behalf.