‘猾吏’ literally combines 猾 (huá), meaning ‘crafty’, ‘sly’, or ‘deceitful’, and 吏 (lì), meaning ‘official’ or ‘bureaucrat’. Together, the term describes a government official who abuses power for personal gain—engaging in bribery, extortion, manipulation of records, or intimidation of common people. Historically, it appeared frequently in classical Chinese texts and imperial edicts criticizing low-ranking but influential clerks and magistrates who operated behind the scenes with little oversight.

Though not a formal job title, ‘猾吏’ carries strong moral condemnation and evokes imagery of cunning—like a sly fox (a common cultural association with 猾). It is used more in literary, historical, or journalistic contexts than in everyday speech, often to highlight systemic corruption or injustice. The word implies both intelligence and moral failure: the official is clever enough to evade accountability but lacks integrity.