{
    "date": "2026-06-22",
    "promote_to_ai_learning": true,
    "reason": "Multiple validated patterns detected \u2014 review before promoting to AI rules.",
    "candidate_rules": [
        {
            "lesson": "Reject reason 'not_worthy_or_duplicate' occurred 327 times on 2026-06-22",
            "learning_type": "reject_pattern",
            "confidence": 0.95
        },
        {
            "lesson": "Reject reason 'impact_below_threshold' occurred 26 times on 2026-06-22",
            "learning_type": "reject_pattern",
            "confidence": 0.76
        },
        {
            "lesson": "Reject reason 'reject_stale_data' occurred 25 times on 2026-06-22",
            "learning_type": "reject_pattern",
            "confidence": 0.75
        },
        {
            "lesson": "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst",
            "learning_type": "rule_candidate",
            "confidence": 0.6
        }
    ],
    "top_lessons": [
        "Reject reason 'not_worthy_or_duplicate' occurred 327 times on 2026-06-22",
        "Reject reason 'impact_below_threshold' occurred 26 times on 2026-06-22",
        "Reject reason 'reject_stale_data' occurred 25 times on 2026-06-22",
        "missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, general_catalyst, general_catalyst, general_catalyst"
    ]
}