{
  "id": 5504,
  "url": "https://arxiv.org/abs/2604.20441v1",
  "title": "MedSkillAudit: A Domain-Specific Audit Framework for Medical Research Agent Skills",
  "summary": "Background: Agent skills are increasingly deployed as modular, reusable capability units in AI agent systems. Medical research agent skills require safeguards beyond general-purpose evaluation, including scientific integrity, methodological validity, reproducibility, and boundary safety. This study developed and preliminarily evaluated a domain-specific audit framework for medical research agent skills, with a focus on reliability against expert review. Methods: We developed MedSkillAudit (skill",
  "authors": "Yingyong Hou, Xinyuan Lao, Huimei Wang, Qianyu Yao, Wei Chen, Bocheng Huang et al.",
  "category": "research",
  "topics": "healthcare,agents-autonomy,transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-04-22T11:01:48.000Z",
  "fetched_at": "2026-07-14T16:31:48.874Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/5504",
  "original_url": "https://arxiv.org/abs/2604.20441v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}