SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems

Yangbo Wei, Zhen Huang, Shaoqiang Lu +4

Recent self-evolving agents have shown that skills can be discovered, refined, and accumulated through execution. However, existing skill-evolution frameworks typically assume a fi…