{"funnel": {"total_posts": 7411, "features": 384, "models_tested": 31554180, "survivors": 600, "elimination_rate": 99.84}, "stats": {"verified": 564, "hit_rate": 61.3, "rules": 600, "models": 0, "markets": 390}, "highlights": [{"value": "+1.12%", "label_zh": "盤前 RELIEF → S&P 漲", "label_en": "Pre-market RELIEF", "color": "green"}, {"value": "17.4h", "label_zh": "關稅→Deal 轉折間隔", "label_en": "Tariff → Deal gap", "color": "gold"}, {"value": "⚠️", "label_zh": "大跌前語氣反而正面", "label_en": "Positive before crash", "color": "red"}, {"value": "🔍", "label_zh": "2025-08 偷換簽名格式", "label_en": "Code change detected", "color": "blue"}], "discoveries_top3": [{"pattern": "T_only", "description": "純關稅日是最危險的 — 平均 -1.057%，只有 50% 上漲", "historical": "2025-04-03 (-4.84%), 2025-04-04 (-5.97%)"}, {"pattern": "D+M+R+T", "description": "四信號齊發是最強的 — 平均 +2.792%", "historical": "出現 12 天，66.7% 上漲"}, {"pattern": "NONE", "description": "他閉嘴的時候市場最好 — 80% 上漲！", "interpretation": "Trump 不說話 = 沒有壞消息 = 市場自由上漲"}], 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"kw_signed"], "direction": "LONG", "hold": 1, "reasoning": "只有 deal+signed 同時出現才是真的達成協議，取代 A2 的單純 deal 做多", "confidence": 0.75}], "playbook": {"hedge": [{"pattern": "T_only", "label": "純關稅（沒有 Deal/Relief）", "avg_return": -1.057, "up_rate": 50.0, "action": "SHORT 或觀望", "priority": "HIGH"}, {"pattern": "attack_high", "label": "攻擊+批評密集", "avg_return": 0.159, "vs_normal": 0.244, "action": "降低部位", "priority": "MEDIUM"}, {"pattern": "threat", "label": "威脅+制裁語氣", "avg_return": 0.125, "vs_normal": 0.231, "action": "注意避險", "priority": "MEDIUM"}, {"pattern": "russia_mention", "label": "提到俄羅斯/烏克蘭", "avg_return": 0.148, "vs_normal": 0.223, "action": "地緣風險升溫", "priority": "LOW"}], "position": [{"pattern": "D+M+R+T", "label": "四信號齊發（談判+炫耀+寬減+關稅）", "avg_return": 2.792, "up_rate": 66.7, "action": "LONG — 大 deal 佈局中", "priority": "CRITICAL"}, {"pattern": "A+D", "label": "先攻擊再談判", "avg_return": 0.586, "up_rate": 65.2, "action": "LONG — 典型談判術", "priority": "HIGH"}, {"pattern": "A+D+T", "label": 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