{
    "date": "2026-09-08",
    "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 27 times on 2026-09-08",
            "learning_type": "reject_pattern",
            "confidence": 0.77
        },
        {
            "lesson": "Reject reason 'direction_no_trade' occurred 7 times on 2026-09-08",
            "learning_type": "reject_pattern",
            "confidence": 0.5700000000000001
        },
        {
            "lesson": "Reject reason 'duplicate_headline' occurred 5 times on 2026-09-08",
            "learning_type": "reject_pattern",
            "confidence": 0.55
        },
        {
            "lesson": "Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-09-08",
            "learning_type": "reject_pattern",
            "confidence": 0.54
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: single_stock_corporate_catalyst_gt_8_percent_first_move, general_catalyst, general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock",
            "learning_type": "rule_candidate",
            "confidence": 0.6
        },
        {
            "lesson": "Scanner gap: INTC \u2014 Northland Capital Markets Upgrades Intel to Outperform, Announces $120 Price Tar",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "Scanner gap: INTC \u2014 Intel Jumps 10% as Analyst Says Musk\u2019s Terafab Could Give Foundry Much-Needed Sc",
            "learning_type": "scanner_gap_error",
            "confidence": 0.85
        },
        {
            "lesson": "MU had intraday confirmation window 09:36:00\u201309:37:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "MU replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "INTC had intraday confirmation window 09:45:00\u201309:51:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "INTC replay final monitor status: confirmed",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SMH had intraday confirmation window 09:40:00\u201309:41:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "SMH replay final monitor status: confirmed",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "WDC had intraday confirmation window 09:42:00\u201309:43:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "WDC replay final monitor status: pending_vwap_confirmation",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AAPL had intraday confirmation window 11:42:00\u201311:44:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AAPL replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "QQQ had intraday confirmation window 09:45:00\u201310:34:00 (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
        },
        {
            "lesson": "NVDA had intraday confirmation window 09:45:00\u201309:46:00 (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": "AMD had intraday confirmation window 09:47:00\u201309:49:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AMD replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "AVGO had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "AVGO replay final monitor status: reject_vwap",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        },
        {
            "lesson": "SOXX had intraday confirmation window 09:45:00\u201309:46:00 (stored replay)",
            "learning_type": "opportunity_window",
            "confidence": 0.75
        },
        {
            "lesson": "SOXX replay final monitor status: confirmed",
            "learning_type": "monitor_state_replay",
            "confidence": 0.7
        }
    ],
    "top_lessons": [
        "Reject reason 'impact_below_threshold' occurred 27 times on 2026-09-08",
        "Reject reason 'direction_no_trade' occurred 7 times on 2026-09-08",
        "Reject reason 'duplicate_headline' occurred 5 times on 2026-09-08",
        "Reject reason 'underlying_reaction_disagrees' occurred 4 times on 2026-09-08",
        "missed_due_to_scanner_gap: add category or source for: single_stock_corporate_catalyst_gt_8_percent_first_move, general_catalyst, general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock"
    ]
}