An expression used to express total dominance and/or superior skill over a particular event or activity. Used often in sporting events, but also used to express authority over others.
Man, Paul's been runnin' the show all season!
I just got a thousand kill streak again! I'm runnin' the show!
Okay Greg, I'm runnin' the show tonight, so go make me a sandwich.