(https://i.imgur.com/s1hnXTQ.png)
It looks like they left our civilization (spies or exiled?) and then instantely joined it at my fortress.
Edit:
I looked through their personal histories and they seem to have practiced skills, then left our civ, came to my fort without skills... Aliens?