构建可演化的智能体技能知识库，实现技能的持续更新与证据追踪。
SkillWiki: A Living Knowledge Infrastructure for Agent Skills
- 将异构知识转化为带溯源的可复用技能资产
- 支持技能从生成到执行反馈的全生命周期管理
- 适合研究智能体协作与自主学习的开发者和学者
尽管知识通过维基百科、软件通过GitHub进行管理，但智能体技能仍缺乏大规模生产、治理与演化的基础设施。SkillWiki是一种动态的知识基础设施，通过将异构知识转化为与原始证据关联的可复用技能资产，支持技能的组织、具身化及持续演化。演示展示了完整的技能生命周期：从知识摄入、技能生成，到溯源探索、治理及执行驱动的演化。SkillWiki展现了知识、技能与执行经验在共享基础设施中共同演进的未来。实时演示与源代码已公开于https://github.com/Huangdingcheng/SkillWiki。
原文摘要 · Abstract (English)
While knowledge is managed through Wikipedia and software through GitHub, agent skills still lack an infrastructure for large-scale production, governance, and evolution. SkillWiki is a living knowledge infrastructure that supports the organization, grounding, and continuous evolution of agent skills by transforming heterogeneous knowledge into reusable skill assets linked to their originating evidence. Our demonstration presents the complete skill lifecycle, from knowledge ingestion and skill production to provenance-aware exploration, governance, and execution-driven evolution. SkillWiki highlights a future in which knowledge, skills, and execution experience co-evolve within a shared infrastructure. The live demonstration and source code are publicly available at https://github.com/Huangdingcheng/SkillWiki.
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