Sorry, at the moment Remote PowerShell is only supported in the SharePoint 2013 Client Browser. It's still possible to use the CSOM with PowerShell but you have to create your own PS-script. Please check my blog post Using CSOM and PowerShell to query SharePoint Online or on-premise.
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