{
    "action": "tool_call",
    "reasoning": "The previous query failed due to a syntax error with the table name. The table is '2010_2026_scores' which starts with a digit, so it needs to be quoted in SQL. Let me query the main scores table to understand the key metrics and categories. I'll look at total points scored by teams (combining home and away) to identify the most important metric (points scored) and category (teams).",
    "tool": "query_sql",
    "args": {
        "sql": "WITH team_stats AS (SELECT AwayTeam AS Team, SUM(AwayScore) AS Points, COUNT(*) AS Games FROM raw.\"2010_2026_scores\" WHERE AwayScore IS NOT NULL GROUP BY AwayTeam UNION ALL SELECT HomeTeam AS Team, SUM(HomeScore) AS Points, COUNT(*) AS Games FROM raw.\"2010_2026_scores\" WHERE HomeScore IS NOT NULL GROUP BY HomeTeam) SELECT Team, SUM(Points) AS TotalPoints, SUM(Games) AS TotalGames, ROUND(SUM(Points) / SUM(Games), 1) AS AvgPointsPerGame FROM team_stats GROUP BY Team ORDER BY TotalPoints DESC",
        "purpose": "Calculate total points scored and average points per game for each team to show how the key metric (points) varies across the key category (teams)",
        "source": "raw"
    }
}