That last page actually got me. I don't remember who she is. Can someone get me up to speed who's Admin-chan again? Which chapter did she appear again?
Reminds me of how Youjo Senki sometimes has chapters where future historians are trying to uncover the real history. Very nice how they give other perspectives on how things went.