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Inducing Reasoning Primitives from Agent Traces

Zhihan Lei, Jiarui Yan, Joshua Momo, William W. Cohen
Jun 3, 2026 at 04:00
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arXiv:2606.02994v1 Announce Type: new Abstract: ReAct-style LLM agents often rediscover the same reasoning routines across problems, yet leave those routines trapped in transient scratchpads. We introduce Reasoning Primitive Induction, a single-pass method that mines successful ReAct traces, clusters recurrent reasoning moves, and converts the...

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