How do I restore windows back to their original screen when re-connecting external monitor?

Imagine you do this...

1. Connect your external monitor.
2. Start some apps, some on each monitor.
3. Disconnect the external monitor.
   • All good because all the apps move the primary monitor.
4. Re-connect the external monitor.
   • The apps stay on the primary monitor, but it'd be very nice if they moved back to the external monitor they were on before.

Using Windows 10. Are there any solutions or workarounds to this to moving the apps back to the external monitor automatically?