AINeutralarXiv – CS AI · 10h ago6/10
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SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents
SkillLens introduces a hierarchical framework for organizing and reusing skills in LLM agents at multiple granularity levels, reducing computational costs while maintaining relevance. The system retrieves and adapts skills selectively rather than injecting entire skill blocks, achieving measurable performance gains on benchmark tasks.