Rotate client secret on installed devconsole app

How do we rotate a client secret on a devconsole app that was installed via marketplace and does not have the Rotate secret in the DevConsole app → OAuth & scopes → App credentials?

In general, how do we get the client secret for a marketplace installed devconsole app during the install process?