He won with a one-suit hand (qingyise) in mahjong.
Tips
history
Started as a mahjong term (all tiles of one suit). Li Baojia's 《官场现形记》 chapter 29 features a gambler who loves to make 清一色 hands. The metaphor spread to mean 'uniformly of one kind' — a group, a lineup, a style, etc.