Author

Zhao Yang

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Preprint Aug 2026

SkillReason: Reasoning-Enhanced Agent Skill Retrieval for Implicit User Requests

SkillReason-Bench is introduced, a large-scale cross-domain benchmark containing 3,729 queries and a retrieval corpus of 61,228 skills spanning nine domains and SkillRea- son is proposed, a two-stage framework that uses chain-of-thought rea- soning as training-time supervision for skill retrieval.

Donghong Jiang, Endian Lin, Luoping Cui et al. · 0 citations