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M-SQE: Multilingual Skill Quality Estimation for Enhancing Language Equality in Agentic Skill Use
Agent skills, reusable procedural documents that extend LLM agents beyond their parametric memory, have become an important interface for deploying agents on real-world tasks. Community-maintained skill libraries built around this interface are growing rapidly. However, this ecosystem remains deeply English-centric: ou …