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cs.IR2026
SkillSeek: Revisiting Agent Skill Retrieval at Marketplace Scale
Guanqun Yang, Wenlong Zhang, Tian Shi +1
Anthropic's Agent Skills package reusable procedural know-how for an LLM agent into SKILL.md directories, and open-source aggregations have grown past 230,000 skills, making select…
cs.IR2026
PatchHolmes: Agentic Patch Retrieval via Listwise Selection
Guanqun Yang, Yingming Zhou, Jiangrui Zheng +2
Patch retrieval, the task of finding the commit that fixes a known vulnerability, is the foundation of vulnerability management workflows, yet 60% to 63% of CVEs in the major advis…