{
    "action": "tool_call",
    "reasoning": "No tool results are visible in this turn, so I can't cite the numbers from my earlier draft. I'll recompute the profile of the highest and lowest total_sleep_hours groups with one aggregate query.",
    "tool": "query_sql",
    "args": {
        "sql": "WITH b AS (SELECT MIN(total_sleep_hours) AS lo, MAX(total_sleep_hours) AS hi FROM raw.bedtime_screentime_sleep_debt) SELECT CASE WHEN r.total_sleep_hours = b.hi THEN 'max' ELSE 'min' END AS grp, MAX(r.total_sleep_hours) AS sleep_hours, COUNT(*) AS users, AVG(r.sleep_latency_min) AS avg_latency_min, AVG(r.next_day_fatigue_score) AS avg_fatigue, AVG(r.caffeine_post_5pm_mg) AS avg_caffeine_mg, AVG(r.deep_sleep_pct) AS avg_deep_pct, AVG(r.rem_sleep_pct) AS avg_rem_pct, AVG(r.morning_alarm_snoozes) AS avg_snoozes, AVG(r.bedtime_phone_minutes) AS avg_phone_min FROM raw.bedtime_screentime_sleep_debt r, b WHERE r.total_sleep_hours IN (b.lo, b.hi) GROUP BY 1 ORDER BY 1",
        "purpose": "Profile users at the maximum and minimum total_sleep_hours to compare their sleep quality and fatigue",
        "source": "raw"
    }
}