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

arXiv:2605.08386v2 Announce Type: replace Abstract: 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