As a result of the time shift, the main cast from the previous series were replaced by older actors in addition to new characters, including Li's son Xiaowei, being introduced.

Later, Li is promised his retirement after he is to investigate a county yamen whereupon he uncovers a dark and complex system of corruption, bribery, and crime amongst its members.

In an attempt to curry favor, he brings the emperor a group of songstresses, resulting in the latter neglecting his duties and drawing the ire of Empress Xiaoxianchun, who orders them killed.

Li Wei eventually helps reveal the ploy and is rewarded with a villa while he is tasked in overseeing the capture and sentencing of any remaining supporters.

Strange events begin happening at the villa causing Li's family to believe the place is haunted, a belief further reinforced when they learn it previously belonged to a Ming-loyalist who was executed by the Yongzheng Emperor.

Meanwhile, Qing general Ke Le Er, seeing this as a chance to gain favor, steals an indigenous treasure from a Tibetan tribe, intending on presenting it to the emperor and empress dowager.