Junhong Qian
1 indexed paper
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126
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AI×1
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2026
SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems
SkillSmith is a synergy-aware framework that jointly co-evolves skills and tools, significantly improving self-improving agent systems by modeling skill-tool interactions and diagnosing failures.
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Papers
cs.AIRecentMay 31, 2026
SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems
Yangbo Wei, Zhen Huang, Shaoqiang Lu, Junhong Qian +3 more
SkillSmith is a synergy-aware framework that jointly co-evolves skills and tools, significantly improving self-improving agent systems by modeling skill-tool interactions and diagnosing failures.
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