SkillWiki: A Living Knowledge Infrastructure for Agent Skills
For developers and researchers building agent systems, SkillWiki offers a unified infrastructure for skill production and governance, but the work is incremental as it applies existing knowledge management concepts to agent skills.
SkillWiki addresses the lack of infrastructure for managing agent skills at scale, providing a system that organizes, grounds, and evolves skills by linking them to evidence. The demonstration shows the complete skill lifecycle from ingestion to execution-driven evolution.
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.