SePO: Self-Evolving Prompt Agent for System Prompt Optimization

Wangcheng Tao, Han Wu, Weng-Fai Wong

System prompt optimization improves agent behavior without modifying the underlying model, yielding human-readable, model-agnostic instructions. Existing methods build a prompt age…