{
    "date": "2026-08-18",
    "promote_to_ai_learning": false,
    "reason": "Needs repeated validation across different days/sectors (client level_2+).",
    "candidate_rules": [
        {
            "lesson": "Reject reason 'impact_below_threshold' occurred 15 times on 2026-08-18",
            "learning_type": "reject_pattern",
            "confidence": 0.65
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock, oil_supply_or_geopolitical_shock",
            "learning_type": "rule_candidate",
            "confidence": 0.6
        },
        {
            "lesson": "Scanner gap: MU \u2014 Nike, Meta Platforms, INVO Fertility, EyePoint Pharmaceuticals, and Micron: Why ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 What's Going On With Intel Stock Tuesday?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 What's Going On With Intel Stock Tuesday?",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "SMCI had intraday confirmation window 10:06:00\u201310:07:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "SMCI replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SOXX replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "NVDA had intraday confirmation window 10:03:00\u201310:04:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "NVDA replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "XLE had intraday confirmation window 09:35:00\u201309:39:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "XLE replay final monitor status: confirmed",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SMH replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "QQQ had intraday confirmation window 09:41:00\u201309:45:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "QQQ replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AAPL had intraday confirmation window 09:58:00\u201310:53:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AAPL replay final monitor status: confirmed",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AVGO replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "MRVL replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "USO had intraday confirmation window 09:38:00\u201309:55:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "USO replay final monitor status: confirmed",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "MU replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AMD replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "TSM replay final monitor status: watching",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "ARM had intraday confirmation window 10:02:00\u201310:04:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "ARM replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "INTC had intraday confirmation window 09:40:00\u201309:43:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "INTC replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "JETS had intraday confirmation window 09:44:00\u201309:46:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "JETS replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "DAL had intraday confirmation window 09:48:00\u201309:49:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "DAL replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        }
    ],
    "top_lessons": [
        "Reject reason 'impact_below_threshold' occurred 15 times on 2026-08-18",
        "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock, oil_supply_or_geopolitical_shock",
        "Scanner gap: MU \u2014 Nike, Meta Platforms, INVO Fertility, EyePoint Pharmaceuticals, and Micron: Why ",
        "Scanner gap: INTC \u2014 What's Going On With Intel Stock Tuesday?",
        "Scanner gap: INTC \u2014 What's Going On With Intel Stock Tuesday?"
    ]
}