The 36-year-old defender has put-pen-to-paper on a new one year deal at St Andrews.
Robinson's new contract will also see him coaching some of the Blues youngsters.
"I think it’s important that people recognise that Robbo’s signing is for on and off the pitch, manager Gary Rowett has said.
"I think he’ll be a really good addition to what we’re doing."