{
    "action": "tool_call",
    "reasoning": "I've already seen that BYE weeks have null scores (expected behavior, not a quality issue). Now I need to check for outliers and impossible values in actual games. I'll query non-BYE games to examine score distributions, look for negative scores (impossible), extremely high scores (potential outliers), and check for any formatting issues in the temporal and categorical fields.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT MIN(AwayScore) as min_away, MAX(AwayScore) as max_away, AVG(AwayScore) as avg_away, MEDIAN(AwayScore) as median_away, MIN(HomeScore) as min_home, MAX(HomeScore) as max_home, AVG(HomeScore) as avg_home, MEDIAN(HomeScore) as median_home, COUNT(*) as total_games, COUNT(CASE WHEN AwayScore < 0 OR HomeScore < 0 THEN 1 END) as negative_scores, COUNT(CASE WHEN AwayScore > 60 OR HomeScore > 60 THEN 1 END) as extreme_scores FROM raw.\"2010_2026_scores\" WHERE GameStatus NOT IN ('BYE', 'TBD') AND AwayScore IS NOT NULL AND HomeScore IS NOT NULL",
        "purpose": "Check score ranges, identify negative (impossible) or extreme outlier scores in completed games",
        "source": "raw"
    }
}