Episode 1 'The Calm" is Described as follows
In the aftermath of this victory, Season Three opens with Arrow now a hero to the citizens of Starling. Crime is down, people feel safer, and Captain Lance even calls off the Anti-Vigilante Task Force. Basking in his success, Oliver believes he can finally have a private life and asks Felicity out on a date. But the second Oliver takes his eye off the ball, a deadly villain reappears in Starling, forcing Oliver to realize that he can never be Oliver Queen – not as long as the city needs The Arrow.
“The Calm” is set to air October 8. “Arrow” airs Wednesdays at 8PM on The CW