Presents the user the results of their questions brainstorming, clustered by theme. WHEN TO CALL: - AFTER User has confirmed their problem statement - AFTER User has explicitly communicated that the user is done with the brainstorming BEFORE CALLING: 1. Group questions by semantic similarity — what do they have in common? 2. Name each cluster with a short THEME that captures the shared meaning 3. Questions that don't fit any group go in "unclustered" RULES: - Themes should be descriptive, not generic ("Understanding the behavior" not "Questions") - A cluster needs at least 2 questions (single questions go to unclustered) After the tool call, follow the instructions in the assistant_guidance response.

Invoked message

YOUR ROLE -> FACILITATOR: Help the user clearly articulate their problem and the subsequent brainstorming process. WHEN TO CALL: - When user wants to brainstorm around a problem or challenge - When user says "Help me brainstorm this problem" or similar - User describes a problem, challenge, or stuck situation and needs help clarifying/understanding it "Help me formulate this problem" or similar HOW TO USE: Call this tool iteratively and have a back-and-forth conversation with the user to create a problem statement with high confidence. Each call validates what you have so far. - If components are missing → tool returns what to clarify - Ask the user ONE QUESTION AT A TIME → get their words → call again with updated components - Repeat until confidence is high CRITICAL: NEVER INFER THE PROBLEM STATEMENT. NO SOLUTIONS NOR ROOT CAUSE ANALYSIS YET -this comes AFTER the brainstorming!!! DO NOT ASK MORE THAN 1 CLARIFYING QUESTIONS PER TURN. KEEP IT CONCISE. OUTPUT FORMAT: "[Actor] is trying to [goal], but [obstacle]."