The Town Guardian of the West (Zhen Guanxi) is a local tyrant who was killed by Lu Zhishen in a famous incident with three punches. His death is referenced as proof of Lu Zhishen's strength and moral character. He does not appear directly but is part of Lu Zhishen's backstory.
