Add button in purchase confirmation e-mail to send ‘order id’ as URL parameter

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When a customer purchases a product and receives the order confirmation e-mail, I want the email to contain a button which passes the order number i.e.

[Order #1925] (November 24, 2021)

in a URL parameter. The idea is that this is passed to a form. Does anyone know how this can be achieved? Or is there another mechanism that I am missing?

Thanks