{
    "date": "2026-08-19",
    "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 2026-08-19",
            "learning_type": "reject_pattern",
            "confidence": 0.65
        },
        {
            "lesson": "Reject reason 'duplicate_headline' occurred 7 times on 2026-08-19",
            "learning_type": "reject_pattern",
            "confidence": 0.5700000000000001
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: Fed_CPI_jobs_macro_surprise, Fed_CPI_jobs_macro_surprise, Fed_CPI_jobs_macro_surprise, general_catalyst, general_catalyst",
            "learning_type": "rule_candidate",
            "confidence": 0.6
        },
        {
            "lesson": "Scanner gap: AAPL \u2014 Taiwan Semiconductor\u2019s AI Bottleneck Hands Samsung a Powerful Pricing Opportunit",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: USO \u2014 Shares of semiconductor companies are trading lower amid concerns that OpenAI's ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: XLE \u2014 Shares of semiconductor companies are trading lower amid concerns that OpenAI's ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: QQQ \u2014 Shares of semiconductor companies are trading lower amid concerns that OpenAI's ",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "INTC had intraday confirmation window 11:00:00\u201311:01:00 (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": "NVDA had intraday confirmation window 09:46:00\u201309:50:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "NVDA replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SOXX had intraday confirmation window 09:45:00\u201309:50:00 (stored replay)",
            "learning_type": "opportunity_window",
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        },
        {
            "lesson": "SOXX replay final monitor status: pending_vwap_confirmation",
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        },
        {
            "lesson": "IBM had intraday confirmation window 09:46:00\u201309:50:00 (stored replay)",
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        },
        {
            "lesson": "IBM replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SMH had intraday confirmation window 09:42:00\u201309:43:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "SMH replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AMD had intraday confirmation window 09:46:00\u201309:50:00 (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": "QQQ had intraday confirmation window 09:45:00\u201310:31:00 (stored replay)",
            "learning_type": "opportunity_window",
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        },
        {
            "lesson": "QQQ replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "MU had intraday confirmation window 09:46:00\u201310:32:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "MU replay final monitor status: reject_vwap",
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            "confidence": 0.7
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        {
            "lesson": "AVGO had intraday confirmation window 09:46:00\u201309:50:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
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        {
            "lesson": "AVGO replay final monitor status: confirmed",
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            "confidence": 0.7
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            "lesson": "WDC had intraday confirmation window 09:45:00\u201312:24:00 (stored replay)",
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        },
        {
            "lesson": "WDC replay final monitor status: pending_vwap_confirmation",
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        {
            "lesson": "AAPL had intraday confirmation window 09:46:00\u201309:50:00 (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 15 times on 2026-08-19",
        "Reject reason 'duplicate_headline' occurred 7 times on 2026-08-19",
        "missed_due_to_scanner_gap: add category or source for: Fed_CPI_jobs_macro_surprise, Fed_CPI_jobs_macro_surprise, Fed_CPI_jobs_macro_surprise, general_catalyst, general_catalyst",
        "Scanner gap: AAPL \u2014 Taiwan Semiconductor\u2019s AI Bottleneck Hands Samsung a Powerful Pricing Opportunit",
        "Scanner gap: USO \u2014 Shares of semiconductor companies are trading lower amid concerns that OpenAI's "
    ]
}