ESPO: Error-Structured Prompt Optimization via Diagnose, Diversify, and Stabilize

Lihao Liu, Peng Tang, Kunwar Yashraj Singh +1

Evolutionary prompt optimizers such as GEPA suffer from prompt bloat: each iteration appends rules and caveats, producing prompts up to 3$\times$ longer yet no more accurate. We tr…