{
    "date": "2026-06-24",
    "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 25 times on 2026-06-24",
            "learning_type": "reject_pattern",
            "confidence": 0.75
        },
        {
            "lesson": "Reject reason 'REJECT_HEADLINE_TICKER_MISMATCH' occurred 3 times on 2026-06-24",
            "learning_type": "reject_pattern",
            "confidence": 0.53
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, Fed_CPI_jobs_macro_surprise, AI_hardware_direct_catalyst, general_catalyst",
            "learning_type": "rule_candidate",
            "confidence": 0.6
        }
    ],
    "top_lessons": [
        "Reject reason 'impact_below_threshold' occurred 25 times on 2026-06-24",
        "Reject reason 'REJECT_HEADLINE_TICKER_MISMATCH' occurred 3 times on 2026-06-24",
        "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, Fed_CPI_jobs_macro_surprise, AI_hardware_direct_catalyst, general_catalyst"
    ]
}