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So, how does this work on a smart device? Do you plug the Yubikey into an OTG, or do you just not access anything on your phone?

Typically you can load the key (from the ubikey) into google authenticator too on your phone

YubiKey via USB, OpenKeychain, and zeapo/Android-Password-Store.