Which episode of arrow does felicity find out?

Felicity Smoak finds out about Oliver Queen's secret identity as the Green Arrow in Season 2, Episode 23, titled "Darkness on the Edge of Town." In this episode, she discovers Oliver's secret after a series of events unravel, leading her to confront him. This revelation significantly impacts their relationship and the dynamics within Team Arrow moving forward.