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Skillopt: Executive Strategy For Self-Evolving Agent Skills by NguyễnHuyHùng is a document available to read on EtoBox.

What is Skillopt: Executive Strategy For Self-Evolving Agent Skills about?

SkillOpt is introduced as a systematic text-space optimizer for agent skills, allowing for controlled and reproducible skill improvements through bounded edits based on validation scores. It outperforms existing methods across various benchmarks and models, demonstrating significant gains in accuracy and the ability to transfer optimized skills across different execution environments. The approach emphasizes stability in updates, making skills adaptable without altering model weights, and provides a compact

Author

NguyễnHuyHùng

Language

EN