Tai Chi Zero tells the story of Yang Luchan, a young genius who, tired of being picked on, travels to Chen Village to learn the art of Tai Chi. Luchan finds out the hard way that it is forbidden for a villager to teach an outsider. But when a frightening army of steampunk soliders bearing strange machines shows up, the villagers must trust this strange outsider with the knowledge of Tai Chi.