Because of an old family affair, Wei Shiyi is despised by the entire village and branded as someone who brings bad luck. Even the river fishing spot he depends on for a living is seized by Zhao Hu. At his lowest point, he unexpectedly rescues a mysterious golden-scaled spirit fish, setting him on the path to an extraordinary comeback. Meanwhile, Li Xuan, burdened with her family's debts, is also trapped by an old agreement. The two meet amid misunderstandings and hardships. What begins as a dispute over debt gradually turns into a partnership, and they become each other's most trusted companions. Wei Shiyi takes over an abandoned fish pond and, with his intelligence and the spirit fish's guidance, transforms a dead pond into a golden fish farm. Facing Zhao Hu's interference and the villagers' doubts, he and Li Xuan work together to overcome every obstacle, change their destinies through their own abilities, and lead their fellow villagers toward a prosperous life.