def get_user_state(tool_context: ToolContext) -> Dict[str, Any]:
    """Retrieve all user information from the session state.

    Args:
        tool_context: Automatically injected by ADK

    Returns:
        dict: User profile including name and preferences
    """
    preferences = tool_context.state.get("preferences", {})

    return {
        "status": "success",
        "preferences": preferences,
        "retrieved_at": datetime.now().isoformat()
    }

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