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SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents

Yu, Ziyang et al.
arXiv (All) · Papers
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artificial-intelligence
Skill libraries have become a practical way for LLM agents to reuse procedural experience across tasks. However, existing systems typically treat skills as flat, single-resolution prompt blocks. This creates a tension between relevance and cost: injecting coarse skills can introduce irrelevant or mi
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