The paper does not explain the real interesting question to me, which is the reasoning strategy and its related system instruction for each sub-tasks, and how did they select the strategy for each clustered sub-task, manually or through some prompts by leveraging openai api.

If they did the main task by hand, then this paper is not insightful and useful at all.