Workflow-to-Skill: Skill Creation via Routing-Workflow-Semantics-Attachments Decomposition

In three linesarXiv paper proposing W2S, a framework for automatic Skill construction for LLM agents from heterogeneous interaction traces. Introduces RWSA, an intermediate representation decomposing Skills into Workflow structure, Semantics, and Attachments. On 70 Skills, W2S improves behavioral replay consistency by 10.5% over text-based baselines.

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