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cs.AI2026
Workflow-to-Skill: Skill Creation via Routing-Workflow-Semantics-Attachments Decomposition
Yuyang Zhang, Xinyuan Han, Xudong Jiang +1
Large language model agents increasingly rely on Skills to encode procedural knowledge, yet high-quality Skills remain costly to hand-write. This paper studies automatic Skill cons…
cs.AI2026
AdMem: Advanced Memory for Task-solving Agents
Runzhe Wang, Huilin Lu, Shengjie Liu +2
Large Language Models (LLMs) show promise as tool-using agents but remain limited in long-horizon tasks that require remembering, organizing, and reusing knowledge. Prior memory ap…