{"type":"post","id":"study-of-1-53m-agent-skills-finds-one-68d6e7","slug":"study-of-1-53m-agent-skills-finds-one-68d6e7","title":"Study of 1.53M agent skills finds one in seventeen contains directives that loosen human oversight","description":"A preprint analyzing 1.53 million English agent skills reports that about 88,000 contain instructions that loosen human oversight, often without a contextual limit.","retrieval_nugget":"A preprint analyzing 1.53 million English agent skills reports that about 88,000 contain instructions that loosen human oversight, often without a contextual limit. The finding matters to teams using reusable skills because copied instructions can quietly remove approval checkpoints, while the scanners evaluated by the authors miss many such directives.","published_at":"2026-11-01","updated_at":"2026-11-07","record_date":"2026-11-01","date_kind":"published_at","topics":["skills"],"entities":["Timofey Sanko","Yuan Tian","GitSkills","SKILL.md"],"related_patterns":["agent-security-moves-to-runtime-boundaries"],"novelty_label":"same_event","prior_refs":["https://newruntime.com/posts/when-skills-tell-agents-not-to-ask-a-5e387d/"],"source_url":"https://arxiv.org/abs/2610.37734","source_urls":["https://arxiv.org/abs/2610.37734"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:study-of-1-53m-agent-skills-finds-one-68d6e7","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/study-of-1-53m-agent-skills-finds-one-68d6e7/","markdown":"https://newruntime.com/posts/study-of-1-53m-agent-skills-finds-one-68d6e7.md","json":"https://newruntime.com/posts/study-of-1-53m-agent-skills-finds-one-68d6e7.json"},"markdown_url":"https://newruntime.com/posts/study-of-1-53m-agent-skills-finds-one-68d6e7.md","next_reads":[{"type":"topic","path":"/topics/skills/","url":"https://newruntime.com/topics/skills/","title":"Skills","reason":"Explore the skills topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/skills.md","json_url":"https://newruntime.com/topics/skills.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}