{
    "date": "2026-07-15",
    "promote_to_ai_learning": true,
    "reason": "Multiple validated patterns detected \u2014 review before promoting to AI rules.",
    "candidate_rules": [
        {
            "lesson": "Reject reason 'impact_below_threshold' occurred 101 times on 2026-07-15",
            "learning_type": "reject_pattern",
            "confidence": 0.95
        },
        {
            "lesson": "Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-07-15",
            "learning_type": "reject_pattern",
            "confidence": 0.54
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst",
            "learning_type": "rule_candidate",
            "confidence": 0.6
        },
        {
            "lesson": "Scanner gap: SWING \u2014 Netflix's Q3 Earnings Report Could Lead to $21.5 Billion Swing in Market Value",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: XLE \u2014 Netflix's Q3 Earnings Report Could Lead to $21.5 Billion Swing in Market Value",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: SPY \u2014 Netflix's Q3 Earnings Report Could Lead to $21.5 Billion Swing in Market Value",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: QQQ \u2014 Netflix's Q3 Earnings Report Could Lead to $21.5 Billion Swing in Market Value",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "AAPL had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AAPL replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        }
    ],
    "top_lessons": [
        "Reject reason 'impact_below_threshold' occurred 101 times on 2026-07-15",
        "Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-07-15",
        "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst",
        "Scanner gap: SWING \u2014 Netflix's Q3 Earnings Report Could Lead to $21.5 Billion Swing in Market Value",
        "Scanner gap: XLE \u2014 Netflix's Q3 Earnings Report Could Lead to $21.5 Billion Swing in Market Value"
    ]
}