RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources

• 类型：arxiv
• 标识：2606.29538
• 链接：https://arxiv.org/abs/2606.29538
• 主分类：agent
• 形态：method
• 被引：0
• 被引来源：Semantic Scholar
• S2被引：0
• 影响力被引：0
• TLDR：RESOURCE2SKILL is presented, a framework that distills multimodal resources, including tutorial videos, repositories, articles, and reference artifacts, into executable skills for software agents, and confirms the value of multimodal skill format, hierarchical organization, source diversity, selection strategy, and online acquisition.
• 副分类：multimodal
• 待LLM分类：否
• 标题中文：RESOURCE2SKILL：从人类创建的多模态资源中蒸馏可执行Agent技能
• TLDR中文：提出RESOURCE2SKILL框架，将教程视频、仓库、文章和参考制品等多模态资源蒸馏为软件Agent的可执行技能，并验证了多模态技能格式、层次化组织、来源多样性、选择策略与在线获取的价值。
• 来源文件：
• /inbox/tom/_candidates/2026-07-20-agent-rag-longcontext-candidates.json
• [S2 enrich]
• /inbox/tom/_candidates/2026-07-21-rag-retrieval-reranking-candidates.json
• /inbox/tom/_candidates/2026-07-21-agent-rag-longcontext-candidates.json