{
  "id": 1329,
  "url": "https://arxiv.org/abs/2606.08049v1",
  "title": "SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows",
  "summary": "AI agents increasingly turn past experience into reusable artifacts such as code, workflows, and procedural memories. Reuse can improve efficiency, but it also creates a lifecycle reliability problem: artifacts that succeed once may fail under environment drift, underspecified tasks, or changing task distributions, especially in web automation. We introduce SKILL.nb, a framework for governing reusable agent workflows with evidence-calibrated lifecycle policies. SKILL.nb uses selective formalizat",
  "authors": "Amine El Hattami, Nicolas Chapados, Christopher Pal",
  "category": "research",
  "topics": "jobs-economy,agents-autonomy,environment",
  "orgs": null,
  "regions": null,
  "published_at": "2026-06-06T08:27:18.000Z",
  "fetched_at": "2026-07-14T14:15:12.456Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/1329",
  "original_url": "https://arxiv.org/abs/2606.08049v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}