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    "story_id": "mp-2026-11-10-018",
    "source_story_id": "tmp-brief-stealthypoison-skills",
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    "position": 20,
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    "section": "safety-security",
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    "headline": "A Poisoned Skill Keeps Its Advertised Function",
    "slug": "a-poisoned-skill-keeps-its-advertised-function",
    "dek": "Procedural attacks generalized from one surrogate model to three victims and evaded two detectors.",
    "summary": "Procedural attacks generalized from one surrogate model to three victims and evaded two detectors.",
    "body_text": "StealthyPoison alters decision-critical rules inside reusable third-party skills and boosts poisoned top-one retrieval by 13.6 percent across 566 skills and 5,244 requests. The authors report transfer to three held-out models and an end-to-end coding-agent workflow.",
    "why_it_matters": "Procedural attacks generalized from one surrogate model to three victims and evaded two detectors.",
    "limitations": [],
    "importance": 9,
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    "modified_at": "2026-11-10T09:00:00.000-05:00",
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    "source_ids": [
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    "tags": [
      "agent skills",
      "supply chain",
      "poisoning"
    ],
    "image_url": null,
    "corrections": []
  },
  "sources": [
    {
      "source_id": "source-2026-11-10-020",
      "title": "arXiv preprint 2611.12155, original v1",
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  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
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  "cite_this_report": {
    "title": "A Poisoned Skill Keeps Its Advertised Function",
    "publisher": "The Machine Press",
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