There are a few restrictions: You can't turn an existing chat into a Private Conversation, and must start each one by sending a request to one of your contacts. They don't carry over between devices, so if you switch platforms, you'll have to send a whole new request. And finally, Private Conversations are currently available in preview only for Skype Insiders, the service's beta tester community.