Prompt Codebooks: Discrete Compositional Optimization for Language Model Instruction Refinement.

arXiv:2605.28360v3 Announce Type: replace Abstract: Automatic prompt optimization (APO) has driven significant gains in LLM-based agentic workflows. However, most existing methods treat each task's prompt as a monolithic, instance-blind string optimized throug