AIBullisharXiv – CS AI · Mar 46/104
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EvoSkill: Automated Skill Discovery for Multi-Agent Systems
Researchers have developed EvoSkill, an automated framework that enables AI agents to discover and refine domain-specific skills through iterative failure analysis. The system demonstrated significant performance improvements on specialized tasks, with accuracy gains of 7.3% on financial data analysis and 12.1% on search-augmented QA, while showing transferable capabilities across different domains.