AIBullisharXiv – CS AI · Apr 147/10
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CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Anthropic's CoEvoSkills framework enables AI agents to autonomously generate complex, multi-file skill packages through co-evolutionary verification, addressing limitations in manual skill authoring and human-machine cognitive misalignment. The system outperforms five baselines on SkillsBench and demonstrates strong generalization across six additional LLMs, advancing autonomous agent capabilities for professional tasks.
🏢 Anthropic🧠 Claude