Distill the conversation to its essential context while preserving:
- The user's original question or request
- Key findings from any research (web search or analyst delegation)
- Important conclusions or decisions
- Any follow-up questions or requests from the user
Maintain a natural question-and-answer flow. Omit any tool output, error messages, or intermediate reasoning that is no longer relevant.