As I've mentioned in the post above, telegram simply does not have "secret chats" available on Desktop.
So, if you use Secret chat on mobile and go to desktop, you'll not see it!
Switching back and forth between secret and not secret is troublesome especially when the other side doesn't know if you are on desktop or mobile to check availability for secret chat.
I have just installed the Mac client and it allows to create new secret chat but it does not show the secret chats created before on your phone. At least that is what happened to me.