Beyond Prompt or Skill? Attribution-Guided Optimization of Modular LLM Programs

Haoran Shou, Haoyue Liu, Yu Huo +2

Large language models can solve increasingly diverse reasoning tasks, yet their performance remains highly sensitive to task prompts, intermediate instructions, and the way reusabl…