Persistent agent skill evolution is sparse, validation-filtered search whose gains depend strongly on model, benchmark, and which feedback (failures versus successes) is shown.
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Rethinking Self-Evolving Agent Skills: Feedback Dynamics over Multiple Rounds
Persistent agent skill evolution is sparse, validation-filtered search whose gains depend strongly on model, benchmark, and which feedback (failures versus successes) is shown.