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cs.AI2026
SKILL.state: Scalable Long-Horizon Agent Skills
Sanket Badhe, Priyanka Tiwari, Jonghyun Chung
Large Language Models (LLMs) increasingly act as autonomous agents executing complex, long-running procedural skills. Existing agent runtimes maintain execution by continually appe…
cs.AI2026
Towards a Systems Foundation for Agentic Skills: Architecture, Lifecycle, and Security
Sanket Badhe, Deep Shah, Priyanka Tiwari +1
Autonomous large language model (LLM) agents increasingly face reliability, context consumption, and execution stability bottlenecks when deployed on complex, long-horizon tasks. W…