Salesforce AI Research Shares LLM Agents Skill Programs Paper

The official Salesforce AI Research account posted about the arXiv paper Harnessing LLM Agents with Skill Programs. Listed authors are Hongjun Liu, @ming5_alvin, @JotyShafiq and Chen Zhao. The work presents reusable skill programs that allow LLM agents to plan and execute complex long-horizon tasks more reliably by drawing on lessons from past experience. The post appeared as a reply, included the arXiv link, and carried the tag #EMNLP2026. The abstract opening notes that equipping agents with such derived skills has become a common approach for difficult tasks.