Manga Empress' Game: Make-up Master

Wu Sheyue is a cosmetic specialist/assassin. One day, her organization decides to kill her. Though she was stabbed by a knife, she didn’t die, and instead traveled back to the past, into body of a “crazy” girl. There, she uses her wits and skills to become the Empress.