{
    "action": "tool_call",
    "reasoning": "I have total points per season, but the evidence shows game_count is always 1 for every season, which is clearly wrong (NFL has ~256+ games per season). This suggests the gold table I queried aggregated incorrectly or I misread it. I need to get actual game counts per season from the raw scores table to normalize points and assess the true trend.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT EXTRACT(YEAR FROM Season) as season_year, COUNT(*) as game_count, SUM(AwayScore + HomeScore) as total_points, AVG(AwayScore + HomeScore) as avg_points_per_game FROM raw.2010_2026_scores GROUP BY EXTRACT(YEAR FROM Season) ORDER BY season_year",
        "purpose": "Get actual game counts and points per game by season to assess trend over time",
        "source": "raw"
    }
}