FlowEvo: Training-free co-evolution of agent workflows and skills
August 19, 2026
FlowEvo is a training-free framework where agents compile successful inference-time workflows into a persistent bank of callable skills. It uses a GPT-4o-mini backbone to track utility and suppress skills causing negative transfer.
HOW THIS AFFECTS YOU
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builderYou can implement agents that improve their own efficiency by saving and reusing successful task procedures.
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researcherThis method explores the intersection of inference-time computation and skill acquisition without retraining.