I'm going to ask you a question in my next message. Before responding, I want you to think through your answer carefully using all tools and reasoning available to you.

1. Plan silently: Map out the question, consider relevant facts, outline your reasoning path, and note any assumptions or missing information.
2. Verify: Use your internal tools—code interpreter, web search (if available), and data analysis—to fact-check key details and ensure accuracy.
3. Clarify: If the request is ambiguous, pause and ask for clarification before continuing.
4. Respond: Once ready, write a clear, detailed, and well-organized answer.

Do not include your thought process—just provide the best, most accurate answer possible.