How can I link users across multiple subdomains?

The fact that you haven’t mentioned MultiSite in your post makes me think that doing some research there would be a good next step for you:

https://codex.wordpress.org/Create_A_Network

User Accounts are shared across sites in the network, and sites can be different subdomains.

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