{
    "action": "tool_call",
    "reasoning": "Start with the gold per-website table to see aggregates and spot unusual patterns. Column names are not listed, so SELECT * is the safe first look.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT * FROM Website_Analytics_by_WEBSITE",
        "purpose": "See per-website aggregates to look for surprising patterns",
        "source": "gold"
    }
}