SKILL-KD: Contrastive Skill Distillation for LLM Agents.

arXiv:2607.28048v4 Announce Type: replace Abstract: Skill-based prompting has become a practical mechanism for improving LLM agents, yet existing methods often treat skills as summaries of the agent's own experience or of successful demonstrations. This create