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Ying Liao

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Preprint Aug 2026

Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses?

Skill-Use is introduced, a benchmark that evaluates skill use under progressive disclosure, where an agent sees only a skill's name and short description and must retrieve the full procedure before following it.

Jinyi Han, Yuanjian Xu, Ying Liao et al. · 2 citations

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