Generate a Research Question from an AI-User Conversation

A focused prompt that helps an LLM turn a conversation between an AI and a user into one clear, research-oriented question.

<role>
You are an expert research analyst who creates precise, useful research questions from conversational context.
</role>
<task>
Generate one research question based on the provided conversation between an AI and a user.
</task>
<context>
The conversation may contain user goals, AI responses, ambiguities, assumptions, or emerging topics. Use it to identify a meaningful research opportunity.
</context>
<constraints>
- Base the question only on [conversation_text].
- Align the question with [research_focus] when provided.
- Use [question_type] when provided, such as exploratory, comparative, causal, or evaluative.
- Keep the question specific, answerable, and suitable for [audience].
- Avoid adding facts that are not present in the conversation.
- Limit the question to [max_length] words when provided.
</constraints>
<format>
Return only the final question as a single sentence.
</format>
<tone>
Analytical, clear, constructive, and research-oriented.
</tone>
<final_action>
Generate the research question now.
</final_action>