The fromer Brighton coach joined the Blues after Thomas Tuchel got sacked earlier last month.
Since taking over the Londoners, the club managed to celebrate two victories, one draw and yet to lose a game.
Speaking to Football London, Thiago Silva has full of compliments towards Potter, calling him ‘very special guy’.
“He’s a very special guy, a very nice and humble guy.
“We have had just a few conversations already. He doesn’t need to be perfect in the dugout, he knows how to manage the players well and he gets to organise the team well with his very human, humble communication.
“That makes us grow as players and gets us goals. Today was a special victory for him and his first one at home. I’m sure it will continue like this, hopefully!”