{
    "date": "2026-08-12",
    "promote_to_ai_learning": false,
    "reason": "Needs repeated validation across different days/sectors (client level_2+).",
    "candidate_rules": [
        {
            "lesson": "Scanner gap: INTC \u2014 Tech Veteran Warns Nvidia Is Playing Intel\u2019s Old Game Against AMD \u2014 and It Could",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "AMD had intraday confirmation window 11:03:00\u201311:04:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AMD replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SOXX had intraday confirmation window 10:02:00\u201310:03:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "SOXX replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "INTC had intraday confirmation window 10:01:00\u201310:04:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "INTC replay final monitor status: confirmed",
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            "confidence": 0.7
        },
        {
            "lesson": "AVGO had intraday confirmation window 10:01:00\u201310:04:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AVGO replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "NVDA replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "QQQ had intraday confirmation window 09:43:00\u201309:49:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "QQQ replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        }
    ],
    "top_lessons": [
        "Scanner gap: INTC \u2014 Tech Veteran Warns Nvidia Is Playing Intel\u2019s Old Game Against AMD \u2014 and It Could",
        "AMD had intraday confirmation window 11:03:00\u201311:04:00 (stored replay)",
        "AMD replay final monitor status: pending_vwap_confirmation",
        "SOXX had intraday confirmation window 10:02:00\u201310:03:00 (stored replay)",
        "SOXX replay final monitor status: pending_vwap_confirmation"
    ]
}