📄 中文摘要
研究表明，自生成的代理技能在实际应用中并不具备有效性。尽管这些技能在理论上看似可行，但在复杂环境中表现不佳，无法满足实际需求。研究通过实验验证了这些技能的局限性，指出了在特定任务中依赖自生成技能可能导致效率低下和错误决策。研究者建议，未来的研究应更关注于如何提升代理的学习能力和适应性，以便更好地应对现实世界中的挑战。
研究：自生成代理技能无用
出处: Study: Self-generated Agent Skills are useless
发布: 2026年2月16日
📄 English Summary
Study: Self-generated Agent Skills are useless
The study reveals that self-generated agent skills are ineffective in practical applications. While these skills may seem feasible in theory, they perform poorly in complex environments and fail to meet actual needs. Through experimental validation, the research highlights the limitations of these skills, indicating that reliance on self-generated skills for specific tasks can lead to inefficiency and erroneous decisions. Researchers suggest that future studies should focus on enhancing agents' learning capabilities and adaptability to better tackle challenges in the real world.