SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use

Researchers introduced SkillCoach, a framework that evaluates and improves agentic skill-use in LLM agents by analyzing skill selection, following, composition, and reflection. This approach provides better supervision than outcome-only metrics and can improve evaluation quality and agentic skill-use.

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