Feng Liang

Enabling Timely Guidance before Skill Retrieval: Retaining Helpful Warm Tips in Agent Context

Reusable skills help LLM-based agents solve complex tasks, but the agent must receive guidance before it commits to an ineffective approach. Existing skill mechanisms often expose only metadata and load full content on demand, leaving useful guidance unavailable until the agent decides to retrieve it. General memory me...