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Paul Bakaus will give two talks on advanced agent skill engineering at the @aiDotEngineer World's Fair next week.
The article proposes an engineering methodology based on AI Agent (Skill), suggesting that deterministic tasks be solidified into scripts to reduce new decisions made by the large model at runtime, thereby improving stability and token efficiency. Taking video subtitle processing as an example, it demonstrates a four-step engineering process.
This article explains the shift from prompt engineering to skill engineering for AI agents, introducing methods like SkillOpt, SkillOps, and SkillMOO for training, maintaining, and optimizing skills.