Inducing Reasoning Primitives from Agent Traces 事件

Inducing Reasoning Primitives from Agent Traces arXiv:2606.02994v1 Announce Type: cross 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 most frequent moves into a compact library of typed pseudo-tools. Each pseudo-tool is specified by a na