# signals

timestamp: 2025-12-26 13:29:16.143627
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u6574\u7406\u9636\u6bb5\u3002SMC\u663e\u793a\u770b\u8dcc\u8ba2\u5355\u5757\u57284501.15\u4f4d\u7f6e\u88ab\u91cd\u65b0\u6d4b\u8bd5\uff0cMFH\u7b56\u7565\u7ed9\u51fa\u4e70\u5165\u4fe1\u53f7\u4f46\u659c\u7387\u5e73\u7f13\uff081.095\uff09\uff0cMTF\u663e\u793a\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6b67\uff08H1\u770b\u8dcc\u4f46H4\u770b\u6da8\uff09\u3002IFVG\u663e\u793a\u591a\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u533a\u57df\u57284460-4487\u533a\u95f4\uff0c\u800c4501\u9644\u8fd1\u7684\u770b\u6da8\u533a\u57df\u5df2\u88ab\u53cd\u8f6c\u3002\u7ed3\u5408\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76844508.77\u76ee\u6807\u4f4d\u4e0e\u5f53\u524d\u4ef7\u683c4507.55\u63a5\u8fd1\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u57284482-4524\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344515\u963b\u529b\u53ef\u80fd\u6d4b\u8bd54524\uff0c\u82e5\u8dcc\u78344490\u652f\u6491\u53ef\u80fd\u4e0b\u63a24482\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4507.5500 (-0.03% 1\u65e5, -0.00% 5\u65e5)", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u8d8b\u52bf\u72b6\u6001\uff0c\u9002\u5408\u8d8b\u52bf\u8ddf\u8e2a\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "54.5", "MACD": "4.1553", "ATR": "7.4621", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4482.686, 4490.974, 4499.262], "resistance_levels": [4515.838, 4524.126], "timestamp": "2025-12-26T13:28:12.288044"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary OB: Bearish Order Block Retest", "mfh_slope": 1.0950749844366996, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 13:32:50.858789
symbol: GOLD
timeframe: M15
signal: buy
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "buy", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "sell"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u683c\u5c40\u4e2d\u4f46\u5448\u73b0\u5fae\u5f31\u770b\u6da8\u503e\u5411\u3002SMC\u7b56\u7565\u663e\u793a\u4ef7\u683c\u7a81\u78344511.73\u5f62\u6210BOS\u770b\u6da8\u7ed3\u6784\uff0cMFH\u7b56\u7565\u659c\u73870.83\u8868\u660e\u4e0a\u5347\u52a8\u91cf\uff0cMTF\u663e\u793aH4\u5468\u671f\u770b\u6da8\u5bf9\u9f50\u3002\u7136\u800cRVGI+CCI\u7b56\u7565\u51fa\u73b0\u6b7b\u53c9\u4fe1\u53f7\u4e14CCI\u8d85\u4e70\uff0cIFVG\u7b56\u7565\u7ef4\u6301\u6301\u6709\u72b6\u6001\uff0c\u591a\u4e2a\u65f6\u95f4\u5468\u671f\u8d8b\u52bf\u5747\u4e3a\u4e2d\u6027\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u57284486-4528\u533a\u95f4\u5185\u9707\u8361\u4e0a\u884c\uff0c\u4e3b\u8981\u76ee\u6807\u4f4d\u4e3a4520-4528\u963b\u529b\u533a\u57df\uff0c\u82e5\u7a81\u78344528\u5219\u53ef\u80fd\u6d4b\u8bd54540\u6c34\u5e73\u3002\u5173\u952e\u98ce\u9669\u5728\u4e8eRVGI\u6b7b\u53c9\u4fe1\u53f7\u53ef\u80fd\u9650\u5236\u4e0a\u6da8\u7a7a\u95f4\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4511.7600 (+0.10% 1\u65e5, +0.05% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "56.0", "MACD": "4.2336", "ATR": "7.2871", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4486.896, 4495.184, 4503.472], "resistance_levels": [4520.048, 4528.336], "timestamp": "2025-12-26T13:32:06.505028"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "SMC BOS (Bullish): BOS Buy: Break above 4511.73", "mfh_slope": 0.8298896852846326, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 13:46:31.038157
symbol: GOLD
timeframe: M15
signal: buy
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "buy", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\u4f46\u5448\u73b0\u8f7b\u5fae\u770b\u6da8\u503e\u5411\u3002SMC\u7b56\u7565\u663e\u793a\u4ef7\u683c\u7a81\u78344511.73\u5f62\u6210\u770b\u6da8\u7a81\u7834\u7ed3\u6784\uff0cMFH\u7b56\u7565\u76840.755\u659c\u7387\u8868\u660e\u77ed\u671f\u4e0a\u5347\u52a8\u80fd\uff0cMTF\u7b56\u7565\u663e\u793aH4\u65f6\u95f4\u5468\u671f\u5df2\u5f62\u6210\u770b\u6da8\u5bf9\u9f50\u3002\u7136\u800c\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76844510.21\u4e0e\u5f53\u524d\u4ef7\u683c4512.32\u63a5\u8fd1\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\uff0c\u4e14\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\u663e\u793aM15\u3001H1\u3001H4\u5747\u4e3a\u4e2d\u6027\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u57284487-4529\u533a\u95f4\u5185\u9707\u8361\u4e0a\u884c\uff0c\u9996\u8981\u76ee\u6807\u4f4d\u4e3a\u963b\u529b\u533a\u95f44520-4529\uff0c\u82e5\u7a81\u78344529\u5219\u53ef\u80fd\u6d4b\u8bd54540\u533a\u57df\uff1b\u82e5\u8dcc\u78344487\u652f\u6491\u5219\u53ef\u80fd\u56de\u843d\u81f34468-4472\u533a\u57df\u3002\u5173\u952e\u89c2\u5bdf\u70b9\u4e3a4520\u963b\u529b\u7684\u7a81\u7834\u60c5\u51b5\u548c4487\u652f\u6491\u7684\u9632\u5b88\u529b\u5ea6\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.3200 (+0.00% 1\u65e5, +0.10% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "61.7", "MACD": "4.3348", "ATR": "6.7886", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4487.456, 4495.744, 4504.032], "resistance_levels": [4520.608, 4528.896], "timestamp": "2025-12-26T13:45:01.528273"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "SMC BOS (Bullish): BOS Buy: Break above 4511.73", "mfh_slope": 0.7557515617182373, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 15:17:23.391636
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5f53\u524d\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u77ed\u671f\uff081-3\u5929\uff09\u9884\u8ba1\u5c06\u57284489-4523\u533a\u95f4\u5185\u6ce2\u52a8\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8FVG\u56de\u6d4b\u4fe1\u53f7\uff084513.45-4514.74\u533a\u95f4\uff09\uff0cMTF\u591a\u65f6\u95f4\u5468\u671f\u5448\u73b0\u5f31\u4e70\u5165\u4fe1\u53f7\uff08H4\u5468\u671f\u5bf9\u9f50\uff09\uff0c\u4f46MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u4e0b\u964d\u659c\u7387\uff08-0.67\uff09\u62b5\u6d88\u4e86\u90e8\u5206\u770b\u6da8\u52a8\u80fd\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4513.17\u4e0e\u5f53\u524d\u4ef7\u683c4514.64\u57fa\u672c\u6301\u5e73\uff0c\u8868\u660e\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u3002\u5173\u952e\u963b\u529b\u4f4d4522.93\u9700\u8981\u7a81\u7834\u624d\u80fd\u786e\u8ba4\u4e0a\u884c\u8d8b\u52bf\uff0c\u800c\u4e0b\u65b9\u652f\u64914489.78\u82e5\u88ab\u8dcc\u7834\u53ef\u80fd\u5f15\u53d1\u54114463-4468\u533a\u95f4\u7684\u56de\u8c03\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4514.6400 (+0.01% 1\u65e5, +0.05% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "67.3", "MACD": "4.4200", "ATR": "5.4500", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4489.776, 4498.064, 4506.352], "resistance_levels": [4522.928], "timestamp": "2025-12-26T15:16:01.191347"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Secondary FVG: Bullish FVG Retest", "mfh_slope": -0.671237739113071, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 15:31:21.458848
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5728\u672a\u67651-3\u5929\u5185\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u683c\u5c40\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284510.12\u4f4d\u7f6e\u5f62\u6210\u652f\u6491\uff0c\u4f46MFH\u548cMTF\u7b56\u7565\u5747\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\uff0c\u659c\u7387-0.61\u8868\u660e\u77ed\u671f\u4e0b\u884c\u538b\u529b\u3002IFVG\u663e\u793a\u591a\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u533a\u57df\uff084463.94-4460.58\u30014471.98-4468.79\u30014487.91-4481.73\uff09\u63d0\u4f9b\u4e0b\u65b9\u652f\u6491\uff0c\u800c4510.48-4509.3\u7684\u770b\u8dcc\u7f3a\u53e3\u6784\u6210\u8fd1\u671f\u963b\u529b\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4510.83\u4e0e\u5f53\u524d\u4ef7\u683c4509.03\u63a5\u8fd1\uff0c\u8fdb\u4e00\u6b65\u786e\u8ba4\u9707\u8361\u7279\u5f81\u3002\u5173\u952e\u533a\u95f4\u4e3a4484-4517\uff0c\u82e5\u7a81\u78344517\u5219\u4e0a\u770b4525\uff0c\u82e5\u8dcc\u78344484\u5219\u4e0b\u63a24471\u533a\u57df\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4509.0300 (-0.01% 1\u65e5, -0.20% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "51.8", "MACD": "3.5065", "ATR": "5.2814", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4484.166, 4492.454, 4500.742], "resistance_levels": [4517.318, 4525.606], "timestamp": "2025-12-26T15:30:01.805863"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bullish Order Block Retest", "mfh_slope": -0.6093355758419692, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 15:45:51.103082
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u5206\u6790\uff0c\u5e02\u573a\u5728\u672a\u67651-3\u5929\u5185\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u683c\u5c40\u3002\u6280\u672f\u6307\u6807\u663e\u793aRSI\u5904\u4e8e48.2\u7684\u4e2d\u6027\u533a\u57df\uff0cMACD\u503c\u4e3a2.9576\u4f46\u7f3a\u4e4f\u660e\u663e\u52a8\u80fd\uff0cATR\u4e3a5.2279\u8868\u660e\u6ce2\u52a8\u7387\u8f83\u4f4e\u3002\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793aM15\u3001H1\u3001H4\u5468\u671f\u5747\u4e3a\u4e2d\u6027\u4fe1\u53f7\uff0cMFH\u7b56\u7565\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\u4f46\u659c\u7387\u4ec5\u4e3a-0.55\uff0cMTF\u663e\u793a\u5f31\u5356\u51fa\u4f46\u4ec5H1\u5468\u671f\u5bf9\u9f50\u3002\u5f53\u524d\u4ef7\u683c4508.11\u7d27\u8d34\u9884\u6d4b\u4ef74508.33\uff0c\u5feb\u6162\u5747\u7ebf\u8fd1\u4e4e\u91cd\u5408\uff084494.71 vs 4494.92\uff09\uff0c\u8868\u660e\u7f3a\u4e4f\u65b9\u5411\u6027\u52a8\u80fd\u3002\u5173\u952e\u652f\u6491\u533a\u95f4\u5173\u6ce84483-4500\uff0c\u963b\u529b\u533a\u95f4\u5173\u6ce84516-4525\u3002\u82e5\u8dcc\u78344483\u53ef\u80fd\u6d4b\u8bd5IFVG\u663e\u793a\u76844471-4460\u652f\u6491\u5e26\uff0c\u7a81\u78344525\u5219\u9700\u89c2\u5bdf\u6d41\u52a8\u6027\u7f3a\u53e3\u56de\u8865\u60c5\u51b5\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4508.1100 (-0.00% 1\u65e5, -0.23% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "48.2", "MACD": "2.9576", "ATR": "5.2279", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4483.246, 4491.534, 4499.822], "resistance_levels": [4516.398, 4524.686], "timestamp": "2025-12-26T15:45:00.490695"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.5541044871078444, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 16:00:56.100819
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u77ed\u671f\uff081-3\u5929\uff09\u9884\u8ba1\u5c06\u57284486-4527\u533a\u95f4\u5185\u6ce2\u52a8\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u56de\u6d4b\u4fe1\u53f7\uff084512.76\uff09\uff0cMTF\u7b56\u7565\u5448\u73b0\u5f31\u4e70\u5165\u4fe1\u53f7\uff08H1\u5468\u671f\u5bf9\u9f50\uff09\uff0c\u4f46MFH\u7b56\u7565\u7684\u8d1f\u659c\u7387\uff08-0.505\uff09\u548cRVGI+CCI\u7684\u4e2d\u6027\u4fe1\u53f7\uff08CCI=-17.86\uff0cRVI\u4fe1\u53f7\u7ebf\u9ad8\u4e8e\u4e3b\u7ebf\uff09\u8868\u660e\u4e0a\u6da8\u52a8\u80fd\u6709\u9650\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4509.73\u4e0e\u5f53\u524d\u4ef7\u683c\uff084510.95\uff09\u63a5\u8fd1\uff0c\u8fdb\u4e00\u6b65\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002\u82e5\u7a81\u78344527\u963b\u529b\u53ef\u80fd\u6d4b\u8bd54540\uff0c\u4e0b\u78344486\u652f\u6491\u5219\u770b\u54114470\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4510.9500 (+0.00% 1\u65e5, -0.01% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "54.0", "MACD": "2.9467", "ATR": "5.1000", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4486.086, 4494.374, 4502.662], "resistance_levels": [4519.238, 4527.526], "timestamp": "2025-12-26T16:00:00.405942"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bullish Order Block Retest", "mfh_slope": -0.5052330835574502, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 16:16:26.638823
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1GOLD\u5728\u672a\u67651-3\u5929\u5185\u5c06\u57284490-4523\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u663e\u793a\u770b\u8dcc\u8ba2\u5355\u5757\u57284514.74\u9644\u8fd1\u88ab\u91cd\u6d4b\uff0cMFH\u7b56\u7565\u7684\u8d1f\u659c\u7387(-0.46)\u8868\u660e\u77ed\u671f\u4e0b\u884c\u538b\u529b\uff0c\u4f46MTF\u663e\u793aH1\u5468\u671f\u5b58\u5728\u5f31\u4e70\u5165\u4fe1\u53f7\u3002IFVG\u8bc6\u522b\u51fa\u7684\u591a\u4e2a\u672a\u5e73\u4ed3\u770b\u6da8\u533a\u57df(4460-4514\u533a\u95f4)\u5c06\u63d0\u4f9b\u4e0b\u65b9\u652f\u6491\uff0c\u800c4523.308\u662f\u5173\u952e\u963b\u529b\u4f4d\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074513.09\u4e0e\u5f53\u524d\u4ef7\u683c\u76f8\u8fd1\uff0cRSI(57.6)\u5904\u4e8e\u4e2d\u6027\u504f\u591a\u533a\u57df\u4f46\u672a\u8d85\u4e70\uff0cMACD(3.28)\u663e\u793a\u5fae\u5f31\u52a8\u80fd\u3002\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u7a81\u7834\u52a8\u529b\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u91cd\u70b9\u5173\u6ce84490\u652f\u6491\u548c4523\u963b\u529b\u7684\u6d4b\u8bd5\u7ed3\u679c\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4515.0200 (+0.01% 1\u65e5, +0.01% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "57.6", "MACD": "3.2796", "ATR": "5.1750", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4490.156, 4498.444, 4506.732], "resistance_levels": [4523.308], "timestamp": "2025-12-26T16:15:01.040666"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": -0.45937944892527355, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 16:32:32.274054
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57284490-4523\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u663e\u793a\u770b\u8dcc\u8ba2\u5355\u5757\u57284514.74\u4f4d\u7f6e\u88ab\u91cd\u6d4b\uff0cMFH\u7b56\u7565\u7684\u8d1f\u659c\u7387(-0.42)\u8868\u660e\u77ed\u671f\u4e0b\u884c\u538b\u529b\uff0c\u4f46MTF\u7684\u5f31\u4e70\u5165\u4fe1\u53f7\u548cH1\u65f6\u95f4\u5468\u671f\u7684\u4e00\u81f4\u6027\u63d0\u4f9b\u4e86\u90e8\u5206\u652f\u6491\u3002IFVG\u663e\u793a\u591a\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u533a\u57df(4463-4472\u533a\u95f4)\u53ef\u80fd\u5728\u672a\u6765\u6210\u4e3a\u652f\u6491\u57fa\u7840\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4514.68\u4e0e\u5f53\u524d\u4ef7\u683c\u57fa\u672c\u6301\u5e73\uff0c\u7ed3\u5408RSI\u4e2d\u6027\u533a\u57df(57.4)\u548c\u4f4e\u6ce2\u52a8\u7387(1.80%)\uff0c\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u7a81\u7834\u52a8\u80fd\u3002\u5173\u952e\u89c2\u5bdf\u4f4d\u4e3a\u4e0b\u65b94490\u652f\u6491\u548c\u4e0a\u65b94523\u963b\u529b\uff0c\u7a81\u7834\u4efb\u4e00\u65b9\u5411\u9700\u914d\u5408\u6210\u4ea4\u91cf\u653e\u5927\u786e\u8ba4\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4515.0000 (-0.00% 1\u65e5, +0.13% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "57.4", "MACD": "3.2758", "ATR": "5.0550", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4490.136, 4498.424, 4506.712], "resistance_levels": [4523.288], "timestamp": "2025-12-26T16:30:01.055452"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": -0.4188823940828325, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 16:45:50.536941
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1GOLD\u5728\u672a\u67651-3\u5929\u5185\u5c06\u57284489-4531\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u8dcc\u8ba2\u5355\u5757\u57284510.48\u9644\u8fd1\u88ab\u91cd\u6d4b\uff0cMFH\u7b56\u7565\u7684\u8d1f\u659c\u7387\uff08-0.38\uff09\u6697\u793a\u77ed\u671f\u4e0b\u884c\u538b\u529b\uff0c\u4f46IFVG\u7b56\u7565\u663e\u793a\u591a\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u533a\u57df\uff084471.98-4468.79\u548c4487.91-4481.73\uff09\u5c06\u63d0\u4f9b\u652f\u6491\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4514.46\u4e0e\u5f53\u524d\u4ef7\u683c\u57fa\u672c\u6301\u5e73\uff0cMTF\u591a\u65f6\u95f4\u6846\u67b6\u4fe1\u53f7\u9519\u914d\uff08H1\u770b\u6da8\u3001H4\u770b\u8dcc\uff09\u8fdb\u4e00\u6b65\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002\u5173\u952e\u963b\u529b\u4f4d4522.76\u548c4531.05\u9700\u7a81\u7834\u624d\u80fd\u5f00\u542f\u4e0a\u5347\u8d8b\u52bf\uff0c\u82e5\u8dcc\u78344489.61\u652f\u6491\u5219\u53ef\u80fd\u6d4b\u8bd54471.98\u533a\u57df\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:1, H4:-1, Curr:0)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4514.4700 (-0.00% 1\u65e5, +0.14% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "59.3", "MACD": "3.1587", "ATR": "5.0350", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4489.606, 4497.894, 4506.182], "resistance_levels": [4522.758, 4531.046], "timestamp": "2025-12-26T16:45:00.229280"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": -0.3812911293870287, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 17:01:19.958064
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "sell"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u6df7\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u9ec4\u91d1\u4ef7\u683c\u5c06\u57284490-4530\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793aH1\u548cH4\u7ea7\u522b\u5b58\u5728\u5f3a\u52bf\u770b\u6da8\u4fe1\u53f7\uff08\u5f3a\u5ea670%\uff09\uff0c\u4f46\u88abRVGI+CCI\u7684\u5356\u51fa\u4fe1\u53f7\uff08\u5f3a\u5ea675%\uff09\u548cMFH\u7684\u4e0b\u964d\u659c\u7387\uff08-0.35\uff09\u6240\u62b5\u6d88\u3002\u5f53\u524d\u4ef7\u683c4518.62\u63a5\u8fd1\u9884\u6d4b\u5747\u8861\u4ef74516.89\uff0c\u4e14\u5904\u4e8eEMA\u5feb\u7ebf\uff084514.16\uff09\u4e0e\u6162\u7ebf\uff084510.52\uff09\u4e4b\u4e0a\uff0c\u4f46\u6ce2\u52a8\u7387\u4ec50.1%\u663e\u793a\u52a8\u80fd\u4e0d\u8db3\u3002\u4e24\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u6da8IFVG\u533a\u57df\uff084511.29-4514.09\u548c4517.03-4518.50\uff09\u53ef\u80fd\u63d0\u4f9b\u77ed\u671f\u652f\u6491\uff0c\u800c4526.91\u963b\u529b\u4f4d\u9700\u8981\u7a81\u7834\u624d\u80fd\u786e\u8ba4\u4e0a\u884c\u8d8b\u52bf\u3002\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u57284493-4527\u8303\u56f4\u5185\u9ad8\u629b\u4f4e\u5438\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4518.6200 (+0.00% 1\u65e5, +0.17% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "58.5", "MACD": "3.6433", "ATR": "4.9071", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4493.756, 4502.044, 4510.332], "resistance_levels": [4526.908], "timestamp": "2025-12-26T17:00:01.295364"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.34767467997046236, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 17:16:19.337856
symbol: GOLD
timeframe: M15
signal: buy
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "buy", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u4f46\u5b58\u5728\u77ed\u671f\u770b\u6da8\u503e\u5411\u3002SMC\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284517.03\u9644\u8fd1\u88ab\u91cd\u6d4b\uff0cMTF\u5728H1\u548cH4\u65f6\u95f4\u6846\u67b6\u663e\u793a70%\u5f3a\u5ea6\u7684\u5f3a\u70c8\u770b\u6da8\u4fe1\u53f7\uff0c\u4f46MFH\u7684\u8d1f\u659c\u7387-0.316\u8868\u660e\u4e2d\u671f\u5b58\u5728\u4e0b\u884c\u538b\u529b\u3002\u5173\u952e\u652f\u6491\u4f4d\u96c6\u4e2d\u57284490-4507\u533a\u95f4\uff0c\u963b\u529b\u4f4d\u57284524.14\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u57284490-4524\u533a\u95f4\u9707\u8361\u4e0a\u884c\uff0c\u82e5\u7a81\u78344524\u963b\u529b\u5219\u53ef\u80fd\u6d4b\u8bd54540\u533a\u57df\uff0c\u82e5\u8dcc\u78344490\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a24475\u3002\u9707\u8361\u5e02\u573a\u7279\u5f81\u660e\u663e\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4515.8500 (+0.00% 1\u65e5, +0.03% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "57.7", "MACD": "3.3368", "ATR": "5.0114", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4490.986, 4499.274, 4507.562], "resistance_levels": [4524.138], "timestamp": "2025-12-26T17:15:00.884186"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bullish Order Block Retest", "mfh_slope": -0.31592993708708034, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 17:32:31.373437
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0cGOLD\u5728\u672a\u67651-3\u5929\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u6574\u7406\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c4517.39\u5904\u4e8e\u5173\u952e\u533a\u95f4\u4e2d\u4e0a\u90e8\uff0cMFH\u7b56\u7565\u663e\u793a\u8f7b\u5fae\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.29\uff09\uff0c\u4f46MTF\u7b56\u7565\u5448\u73b0\u5f31\u4e70\u5165\u4fe1\u53f7\uff08H4\u5468\u671f\u5bf9\u9f50\uff09\u3002IFVG\u663e\u793a4487.91-4481.73\u7684\u770b\u6da8\u533a\u57df\u672a\u88ab\u586b\u8865\uff0c\u53ef\u80fd\u63d0\u4f9b\u4e0b\u65b9\u652f\u6491\u3002\u4e0a\u65b9\u4e3b\u8981\u963b\u529b\u4f4d\u4e8e4525.68\uff0c\u82e5\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54535-4540\u533a\u57df\uff1b\u4e0b\u65b9\u652f\u6491\u4f9d\u6b21\u5173\u6ce84509.10\u30014500.81\u548c4492.53\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074516.60\u4e0e\u73b0\u4ef7\u57fa\u672c\u6301\u5e73\uff0c\u7ed3\u5408\u6ce2\u52a8\u73871.79%\u548cATR\u503c4.94\uff0c\u9884\u8ba1\u5355\u65e5\u6ce2\u52a8\u533a\u95f4\u57284512-4522\u4e4b\u95f4\u3002\u5e02\u573a\u9700\u7b49\u5f85\u66f4\u660e\u786e\u7684\u65b9\u5411\u6027\u7a81\u7834\u4fe1\u53f7\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4517.3900 (+0.00% 1\u65e5, +0.05% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "56.6", "MACD": "3.4470", "ATR": "4.9379", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4492.526, 4500.814, 4509.102], "resistance_levels": [4525.678], "timestamp": "2025-12-26T17:30:01.112558"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.28736828714286733, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 17:46:00.127393
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5f53\u524d\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u7ee7\u7eed\u57284488-4530\u533a\u95f4\u5185\u6ce2\u52a8\u3002SMC\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284517.03\u9644\u8fd1\u5f62\u6210\u652f\u6491\uff0cIFVG\u663e\u793a\u591a\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u533a\u57df\uff084487.91-4481.73\u548c4514.09-4511.29\uff09\u63d0\u4f9b\u4e0b\u65b9\u652f\u6491\uff0c\u800c\u770b\u8dccIFVG\u533a\u57df\uff084515.03-4513.8\uff09\u6784\u6210\u8fd1\u671f\u963b\u529b\u3002MFH\u7684\u8d1f\u659c\u7387\uff08-0.26\uff09\u6697\u793a\u8f7b\u5fae\u4e0b\u884c\u538b\u529b\uff0c\u4f46MTF\u7684\u5f31\u770b\u6da8\u4fe1\u53f7\uff08H4\u5468\u671f\u5bf9\u9f50\uff09\u548cRVGI+CCI\u7684\u4e2d\u6027\u7acb\u573a\uff08CCI=-10.21\uff0cRVI\u4fe1\u53f7\u7ebf\u63a5\u8fd1\u96f6\uff09\u8868\u660e\u8d8b\u52bf\u7f3a\u4e4f\u52a8\u80fd\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074514.70\u4e0e\u5f53\u524d\u4ef74513.80\u57fa\u672c\u6301\u5e73\uff0c\u5f3a\u5316\u9707\u8361\u9884\u671f\u3002\u82e5\u7a81\u78344530\u963b\u529b\uff0c\u53ef\u80fd\u6d4b\u8bd54540\uff1b\u82e5\u8dcc\u78344488\u652f\u6491\uff0c\u53ef\u80fd\u4e0b\u63a24475\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4513.8000 (+0.00% 1\u65e5, -0.02% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "43.8", "MACD": "2.8836", "ATR": "4.8421", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4488.936, 4497.224, 4505.512], "resistance_levels": [4522.088, 4530.376], "timestamp": "2025-12-26T17:45:01.763134"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bullish Order Block Retest", "mfh_slope": -0.2612129638016031, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 18:00:50.284040
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u770b\u8dcc\u4fe1\u53f7\uff0cMTF\u5f3a\u5ea670%\u8868\u660e\u4e2d\u671f\u4e0b\u8dcc\u538b\u529b\u8f83\u5927\uff0c\u4f46\u5f53\u524d\u4ef7\u683c4512.55\u4f4d\u4e8eSMC\u8bc6\u522b\u7684\u770b\u6da8FVG\u533a\u95f4\uff084514.09-4511.29\uff09\u5185\uff0c\u5f62\u6210\u77ed\u671f\u652f\u6491\u3002MFH\u7684\u8d1f\u659c\u7387-0.24\u786e\u8ba4\u4e0b\u8dcc\u52a8\u80fd\uff0c\u800cRVGI+CCI\u6307\u6807\uff08CCI=-36.19\uff0cRVI\u4fe1\u53f7\u7ebf0.028\uff09\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u72b6\u6001\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u9996\u5148\u6d4b\u8bd54520.84\u963b\u529b\u4f4d\uff0c\u82e5\u7a81\u7834\u5931\u8d25\u5219\u5411\u4e0b\u56de\u8e294487.69\u652f\u6491\u4f4d\uff0c\u6574\u4f53\u7ef4\u63014487-4530\u533a\u95f4\u9707\u8361\uff0c\u7a81\u7834\u65b9\u5411\u53d6\u51b3\u4e8eFVG\u533a\u95f4\u7684\u591a\u7a7a\u535a\u5f08\u7ed3\u679c\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.5500 (-0.00% 1\u65e5, -0.13% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "41.9", "MACD": "2.4694", "ATR": "4.7536", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4487.686, 4495.974, 4504.262], "resistance_levels": [4520.838, 4529.126], "timestamp": "2025-12-26T18:00:01.541661"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Secondary FVG: Bullish FVG Retest", "mfh_slope": -0.23667586745676922, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 18:17:13.865907
symbol: GOLD
timeframe: M15
signal: sell
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "sell", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u57281-3\u5929\u5185\u9884\u8ba1\u5448\u73b0\u9707\u8361\u504f\u7a7a\u683c\u5c40\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u8dcc\u8ba2\u5355\u5757\u57284515.03\u4f4d\u7f6e\u88ab\u91cd\u6d4b\uff0cMFH\u7b56\u7565\u659c\u7387-0.216\u8868\u660e\u77ed\u671f\u4e0b\u964d\u8d8b\u52bf\uff0cMTF\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u5f3a\u70c8\u770b\u8dcc\u4fe1\u53f7\uff08\u5f3a\u5ea670%\uff09\u3002\u5f53\u524d\u4ef7\u683c4518.3\u63a5\u8fd1\u963b\u529b\u4f4d4526.588\uff0c\u4f46\u4e0b\u65b9\u652f\u6491\u5bc6\u96c6\uff084493.436-4510.012\u533a\u95f4\uff09\u3002IFVG\u7b56\u7565\u663e\u793a\u5b58\u5728\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u533a\u57df\uff084518.3-4515.12\uff09\uff0c\u53ef\u80fd\u63d0\u4f9b\u77ed\u671f\u652f\u6491\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u57284493-4526\u533a\u95f4\u9707\u8361\uff0c\u82e5\u8dcc\u78344493\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a24487.91\u7684IFVG\u770b\u6da8\u533a\u57df\uff0c\u82e5\u7a81\u78344526\u963b\u529b\u5219\u53ef\u80fd\u6d4b\u8bd54535\u9644\u8fd1\u3002\u6ce2\u52a8\u73871.80%\u663e\u793a\u5e02\u573a\u6d3b\u8dc3\u5ea6\u4e00\u822c\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4518.3000 (-0.00% 1\u65e5, +0.05% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "59.6", "MACD": "3.0084", "ATR": "4.5379", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4493.436, 4501.724, 4510.012], "resistance_levels": [4526.588], "timestamp": "2025-12-26T18:15:01.540289"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": -0.2160623388883309, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 18:22:58.132820
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57284496-4530\u533a\u95f4\u5185\u9707\u8361\u8fd0\u884c\u3002MFH\u7b56\u7565\u663e\u793a\u8f7b\u5fae\u4e70\u5165\u4fe1\u53f7\uff08\u659c\u73870.206\uff09\uff0c\u4f46MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793a\u4e0d\u4e00\u81f4\uff08H1\u548cH4\u5468\u671f\u4e3a\u8d1f\u5411\uff09\uff0c\u8868\u660e\u7f3a\u4e4f\u5f3a\u52b2\u8d8b\u52bf\u52a8\u80fd\u3002SMC\u7b56\u7565\u4e2d\u7684BOS\u7a81\u7834\u4fe1\u53f7\u663e\u793a\u4ef7\u683c\u7a81\u78344520.48\u53ef\u80fd\u5e26\u6765\u77ed\u671f\u4e0a\u6da8\uff0c\u4f46IFVG\u663e\u793a\u591a\u4e2a\u672a\u6d88\u9664\u7684\u770b\u6da8\u533a\u57df\uff084487-4481\u30014514-4511\u30014516-4515\uff09\u5c06\u63d0\u4f9b\u652f\u6491\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074516.13\u4e0e\u5f53\u524d\u4ef7\u683c4521.64\u63a5\u8fd1\uff0cRSI 63.1\u5904\u4e8e\u4e2d\u6027\u504f\u5f3a\u533a\u57df\u4f46\u672a\u8d85\u4e70\uff0c\u7ed3\u5408\u6ce2\u52a8\u73871.80%\u7684\u4f4e\u6ce2\u52a8\u73af\u5883\uff0c\u9884\u8ba1\u4ef7\u683c\u5c06\u9996\u5148\u6d4b\u8bd5\u963b\u529b\u4f4d4529.93\uff0c\u82e5\u7a81\u7834\u5931\u8d25\u5219\u56de\u843d\u81f3\u652f\u6491\u4f4d4513.35\u9644\u8fd1\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4521.6400 (+0.07% 1\u65e5, +0.13% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "63.1", "MACD": "3.2748", "ATR": "4.9686", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4496.776, 4505.064, 4513.352], "resistance_levels": [4529.928], "timestamp": "2025-12-26T18:21:56.613912"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.20642166000004336, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 18:31:09.556432
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57284496-4529\u533a\u95f4\u5185\u9707\u8361\u504f\u591a\u3002MFH\u7b56\u7565\u663e\u793a\u6b63\u5411\u659c\u73870.188\uff0cMTF\u7b56\u7565\u5448\u73b0\u5f31\u4e70\u5165\u4fe1\u53f7\uff08\u5f3a\u5ea650.0\uff09\uff0c\u4e14SMC\u7b56\u7565\u68c0\u6d4b\u5230BOS\u4e70\u5165\u7a81\u78344520.48\u7684\u5173\u952e\u884c\u4e3a\u3002\u5f53\u524d\u4ef7\u683c4521.0\u7565\u9ad8\u4e8e\u9884\u6d4b\u4ef74519.53\uff0c\u4f46EMA\u5feb\u7ebf\uff084516.37\uff09\u4e0e\u6162\u7ebf\uff084512.98\uff09\u7684\u5fae\u5c0f\u5dee\u8ddd\u8868\u660e\u52a8\u80fd\u6709\u9650\u3002IFVG\u663e\u793a\u591a\u4e2a\u672a\u5931\u6548\u7684\u770b\u6da8\u8ba2\u5355\u5757\uff08\u59824514.09-4511.29\u30014516.75-4515.12\uff09\uff0c\u8fd9\u4e9b\u533a\u57df\u53ef\u80fd\u63d0\u4f9b\u52a8\u6001\u652f\u6491\u3002\u82e5\u4ef7\u683c\u7ad9\u7a334520\u4e0a\u65b9\uff0c\u53ef\u80fd\u4e0a\u63a2\u963b\u529b\u4f4d4529.29\uff1b\u82e5\u8dcc\u78344512.71\u652f\u6491\uff0c\u5219\u53ef\u80fd\u56de\u8e294504.42\u3002\u5e02\u573a\u6ce2\u52a8\u73871.77%\u548cATR\u503c4.76\u53cd\u6620\u4f4e\u6ce2\u52a8\u73af\u5883\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u6b62\u635f\u8bbe\u4e8e4496\u4e0b\u65b9\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4521.0000 (+0.01% 1\u65e5, +0.08% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "59.5", "MACD": "3.3847", "ATR": "4.7593", "\u6ce2\u52a8\u7387": "1.77%"}, "support_levels": [4496.136, 4504.424, 4512.712], "resistance_levels": [4529.288], "timestamp": "2025-12-26T18:30:02.351526"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.18845175575140277, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 18:58:45.078583
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "sell", "ifvg": "sell", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57284487-4530\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u7b56\u7565\u663e\u793a4515.12\u5b58\u5728\u770b\u6da8\u8ba2\u5355\u5757\u56de\u6d4b\u4fe1\u53f7\uff0c\u4f46IFVG\u7b56\u7565\u8bc6\u522b\u52304514.74-4513.45\u548c4516.75-4515.12\u4e24\u4e2a\u770b\u6da8\u7f3a\u53e3\u5df2\u88ab\u8dcc\u7834\u8f6c\u4e3a\u770b\u8dcc\u53cd\u8f6c\uff0cMFH\u7b56\u7565\u659c\u7387-0.62\u663e\u793a\u77ed\u671f\u4e0b\u884c\u538b\u529b\uff0cMTF\u591a\u65f6\u95f4\u6846\u67b6\u4ec5H4\u5468\u671f\u4e00\u81f4\u770b\u8dcc\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074516.77\u4e0e\u5f53\u524d\u4ef7\u683c4512.49\u63a5\u8fd1\uff0cRSI\u4e2d\u602754.3\u663e\u793a\u52a8\u80fd\u5e73\u8861\u3002\u5173\u952e\u652f\u6491\u4f4d\u4e8e4487.63\uff08IFVG\u672a\u7834\u7f3a\u53e3\u4e0b\u6cbf\uff09\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u6d4b\u8bd54475\u533a\u57df\uff1b\u963b\u529b\u4f4d4520.78\u9700\u653e\u91cf\u7a81\u7834\u624d\u80fd\u6253\u5f00\u4e0a\u884c\u7a7a\u95f4\u81f34530\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.4900 (-0.06% 1\u65e5, -0.03% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "54.3", "MACD": "2.4631", "ATR": "5.0664", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4487.626, 4495.914, 4504.202], "resistance_levels": [4520.778, 4529.066], "timestamp": "2025-12-26T18:57:33.078959"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bullish Order Block Retest", "mfh_slope": -0.6208381485023842, "ifvg_reason": "IFVG Bearish Inversion (\u539f\u770b\u6da8\u7f3a\u53e3\u88ab\u8dcc\u7834)"}


timestamp: 2025-12-26 19:01:16.015437
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u51b2\u7a81\u548c\u5e02\u573a\u9707\u8361\u7279\u5f81\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284489-4530\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u56de\u6d4b\u4fe1\u53f7\uff084515.12\uff09\uff0c\u4f46MFH\u548cMTF\u7b56\u7565\u5747\u663e\u793a\u770b\u8dcc\u503e\u5411\uff08\u659c\u7387-0.56\uff0c\u5f3a\u5ea650\uff09\u3002IFVG\u663e\u793a\u591a\u4e2a\u5df2\u88ab\u6d88\u5316\u7684\u770b\u6da8\u533a\u57df\u548c\u672a\u6d88\u5316\u7684\u770b\u8dcc\u533a\u57df\uff084516.75-4515.5\uff09\uff0c\u7ed3\u5408RVGI+CCI\u7684\u4e2d\u6027\u4fe1\u53f7\uff08CCI -37.3\uff0cRVI\u4fe1\u53f7\u7ebf\u5728\u4e3b\u7ebf\u4e4b\u4e0a\uff09\u548c\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76844514.32\u76ee\u6807\u4f4d\uff0c\u9884\u8ba1\u4ef7\u683c\u5c06\u5728\u5f53\u524d\u6c34\u5e73\u9644\u8fd1\u6ce2\u52a8\uff0c\u77ed\u671f\u504f\u5411\u6d4b\u8bd5\u4e0b\u65b9\u652f\u64914489\u540e\u53cd\u5f39\u81f34522\u963b\u529b\u533a\u57df\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4514.2100 (-0.00% 1\u65e5, +0.04% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "58.7", "MACD": "2.3242", "ATR": "4.7157", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4489.346, 4497.634, 4505.922], "resistance_levels": [4522.498, 4530.786], "timestamp": "2025-12-26T19:00:00.671557"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary OB: Bullish Order Block Retest", "mfh_slope": -0.5644703527847559, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 19:16:06.091136
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5728\u672a\u67651-3\u5929\u5185\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u683c\u5c40\u3002SMC\u663e\u793a\u770b\u6da8\u7ed3\u6784\u4f46\u51fa\u73b0BOS\u5356\u51fa\u4fe1\u53f7\uff0cMFH\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\u4e14\u659c\u7387\u4e3a\u8d1f\u503c-0.5147\uff0cMTF\u5448\u73b0\u5f31\u4e70\u5165\u4fe1\u53f7\u4f46\u4ec5H4\u5468\u671f\u5bf9\u9f50\uff0cIFVG\u663e\u793a\u591a\u4e2a\u770b\u6da8\u533a\u57df\u5df2\u88ab\u53cd\u8f6c\u4e14\u5b58\u5728\u4e24\u4e2a\u672a\u7f13\u89e3\u7684\u770b\u8dcc\u533a\u57df\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4511.067\uff0c\u7565\u9ad8\u4e8e\u5f53\u524d\u4ef7\u683c4509.8\uff0c\u4f46\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\u3002\u5173\u952e\u652f\u6491\u4f4d\u57284484.936-4501.512\u533a\u95f4\uff0c\u963b\u529b\u4f4d\u57284518.088-4526.376\u533a\u95f4\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u57284485-4526\u8303\u56f4\u5185\u6ce2\u52a8\uff0c\u504f\u5411\u6d4b\u8bd5\u4e0b\u65b9\u652f\u6491", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4509.8000 (+0.00% 1\u65e5, -0.19% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "48.5", "MACD": "1.4524", "ATR": "5.2879", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4484.936, 4493.224, 4501.512], "resistance_levels": [4518.088, 4526.376], "timestamp": "2025-12-26T19:15:01.210620"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.5147291351251916, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 19:30:56.867877
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284480-4530\u533a\u95f4\u5185\u9707\u8361\u504f\u5f31\u8fd0\u884c\u3002MFH\u7b56\u7565\u663e\u793a\u8d1f\u659c\u7387-0.469\uff0cMTF\u591a\u65f6\u95f4\u6846\u67b6\u5448\u73b0\u5f31\u5356\u51fa\u4fe1\u53f7\uff0c\u4f46\u4ec5H1\u65f6\u95f4\u6846\u67b6\u5bf9\u9f50\u3002SMC\u7ed3\u6784\u867d\u7136\u663e\u793a\u770b\u6da8\u60c5\u7eea\uff0c\u4f46BOS\u7b56\u7565\u51fa\u73b0\u8dcc\u78344511.77\u7684\u5356\u51fa\u4fe1\u53f7\u3002\u5f53\u524d\u4ef7\u683c4505.04\u4f4d\u4e8eEMA\u5feb\u6162\u7ebf\u4e0b\u65b9\uff0cRSI\u5904\u4e8e37.2\u7684\u8d85\u5356\u8fb9\u7f18\uff0cMACD\u4e3a0.3655\u663e\u793a\u52a8\u80fd\u51cf\u5f31\u3002\u5173\u952e\u963b\u529b\u4f4d\u57284513.328\uff0c\u82e5\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54521.616\uff1b\u4e0b\u65b9\u652f\u6491\u4f4d4480.176\u82e5\u5931\u5b88\uff0c\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0b\u63a2\u81f34470\u533a\u57df\u3002\u5e02\u573a\u6ce2\u52a8\u73871.78%\u5904\u4e8e\u76f8\u5bf9\u4f4e\u4f4d\uff0c\u5efa\u8bae\u91c7\u53d6\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4505.0400 (-0.00% 1\u65e5, -0.34% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "37.2", "MACD": "0.3655", "ATR": "5.5093", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4480.176, 4488.464, 4496.752], "resistance_levels": [4513.328, 4521.616, 4529.904], "timestamp": "2025-12-26T19:30:01.085298"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.468999392876753, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 19:47:12.767695
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5728\u672a\u67651-3\u5929\u5c06\u7ef4\u6301\u9707\u8361\u504f\u5f31\u683c\u5c40\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8\u7ed3\u6784\u4f46\u51fa\u73b0BOS\u5356\u51fa\u4fe1\u53f7\uff08\u8dcc\u78344511.77\uff09\uff0cMFH\u548cMTF\u5747\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\u4f46\u5f3a\u5ea6\u8f83\u5f31\uff08\u659c\u7387-0.43\uff0c\u5f3a\u5ea650%\uff09\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4506.58\u4e0e\u5f53\u524d\u4ef74507.59\u57fa\u672c\u6301\u5e73\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\u3002\u5173\u952e\u963b\u529b\u4f4d4515.88-4524.17\u533a\u95f4\u5b58\u5728\u672a\u5e73\u4ed3\u7684\u770b\u8dccIFVG\u533a\u57df\uff084516.75-4515.5\uff09\uff0c\u800c\u4e0b\u65b9\u652f\u64914482.73-4499.30\u5c06\u63d0\u4f9b\u7f13\u51b2\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u57284480-4525\u533a\u95f4\u5185\u9707\u8361\uff0c\u82e5\u8dcc\u78344482.73\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a2\u81f34470\u533a\u57df\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4507.5900 (-0.00% 1\u65e5, -0.17% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "40.5", "MACD": "0.1683", "ATR": "5.7079", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4482.726, 4491.014, 4499.302], "resistance_levels": [4515.878, 4524.166], "timestamp": "2025-12-26T19:45:01.026927"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.4258311359448137, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 20:01:08.850198
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284484-4526\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MFH\u548cMTF\u7b56\u7565\u663e\u793a\u5fae\u5f31\u5356\u51fa\u4fe1\u53f7\uff0c\u4f46SMC\u7ed3\u6784\u4ecd\u4e3a\u770b\u6da8\uff0cIFVG\u663e\u793a\u591a\u4e2a\u53cd\u5411\u7f3a\u53e3\u5df2\u88ab\u586b\u8865\uff0c\u5f53\u524d\u4ec5\u5b58\u4e00\u4e2a\u672a\u586b\u8865\u7684\u770b\u8dcc\u7f3a\u53e3\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074508.63\u4e0e\u5f53\u524d\u4ef7\u683c4509.31\u57fa\u672c\u6301\u5e73\uff0cRSI\u5904\u4e8e43.7\u7684\u4e2d\u6027\u533a\u57df\uff0cMACD\u63a5\u8fd1\u96f6\u8f74\uff0c\u6ce2\u52a8\u73871.78%\u663e\u793a\u4f4e\u6ce2\u52a8\u73af\u5883\u3002\u5173\u952e\u963b\u529b\u57284525.89\uff0c\u82e5\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54540\u533a\u57df\uff1b\u652f\u6491\u5173\u6ce84484.45\uff0c\u5931\u5b88\u5219\u53ef\u80fd\u4e0b\u63a24468\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4509.3100 (-0.00% 1\u65e5, -0.11% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "43.7", "MACD": "0.0992", "ATR": "5.9100", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4484.446, 4492.734, 4501.022], "resistance_levels": [4517.598, 4525.886], "timestamp": "2025-12-26T20:00:00.736207"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.38726142679315567, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 20:16:59.493101
symbol: GOLD
timeframe: M15
signal: sell
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "sell", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u7ef4\u63014485-4527\u533a\u95f4\u9707\u8361\u3002\u6280\u672f\u4f9d\u636e\u5305\u62ec\uff1aMFH\u7b56\u7565\u663e\u793a\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.35\uff09\u4f46\u52a8\u91cf\u8f83\u5f31\uff0cMTF\u591a\u5468\u671f\u4ec5H4\u7ea7\u522b\u8fbe\u6210\u770b\u8dcc\u4e00\u81f4\u4f46\u5f3a\u5ea6\u4ec550\u70b9\uff0c\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074510.08\u4e0e\u73b0\u4ef74510.64\u9ad8\u5ea6\u63a5\u8fd1\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u4e3a\uff1aSMC\u7ed3\u6784\u867d\u5448\u725b\u5e02\u7a81\u7834\u4f46\u5b9e\u9645\u8ba2\u5355\u5757\u548cFVG\u4fe1\u53f7\u4e2d\u6027\uff0cIFVG\u663e\u793a\u5f53\u524d\u6709\u6548\u718a\u5e02\u533a\u57df\u57284515.5-4516.75\u4e14\u672a\u88ab\u586b\u8865\uff0cRVGI+CCI\u7684RVI\u4e3b\u7ebf-0.077\u4f4e\u4e8e\u4fe1\u53f7\u7ebf-0.121\u663e\u793a\u77ed\u671f\u5356\u538b\u3002\u82e5\u8dcc\u78344502\u652f\u6491\u53ef\u80fd\u4e0b\u63a24485\uff0c\u7a81\u78344518\u963b\u529b\u5219\u9700\u6210\u4ea4\u91cf\u914d\u5408\u6d4b\u8bd54527\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4510.6400 (-0.00% 1\u65e5, +0.02% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "39.6", "MACD": "0.1207", "ATR": "5.8043", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4485.776, 4494.064, 4502.352], "resistance_levels": [4518.928, 4527.216], "timestamp": "2025-12-26T20:15:00.850564"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.3517275554339029, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 20:31:20.615405
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57284487-4528\u533a\u95f4\u5185\u9707\u8361\u8fd0\u884c\u3002\u6280\u672f\u9762\u663e\u793a\uff1aMFH\u7b56\u7565\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.32\uff09\u8868\u660e\u77ed\u671f\u5b58\u5728\u4e0b\u884c\u538b\u529b\uff0c\u4f46MTF\u7b56\u7565\u663e\u793a\u5f31\u4e70\u5165\u4fe1\u53f7\uff08\u5f3a\u5ea650\uff09\u4e14H1\u5468\u671f\u5bf9\u9f50\u63d0\u4f9b\u90e8\u5206\u652f\u6491\u3002\u5f53\u524d\u4ef7\u683c4512.02\u63a5\u8fd1\u9884\u6d4b\u5747\u8861\u4ef74511.17\uff0c\u5feb\u901fEMA\uff084511.68\uff09\u4e0e\u6162\u901fEMA\uff084511.46\uff09\u51e0\u4e4e\u91cd\u5408\uff0c\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002\u5173\u952e\u89c2\u5bdf\u4f4d\u4e3a\u4e0b\u65b9\u652f\u64914487\u548c\u4e0a\u65b9\u963b\u529b4520\uff0c\u82e5\u8dcc\u78344487\u53ef\u80fd\u6d4b\u8bd54475\uff0c\u7a81\u78344528\u5219\u770b\u54114540\u3002\u5e02\u573a\u60c5\u7eea\u8bc4\u52061\uff08\u5fae\u5f31\u770b\u6da8\uff09\u4f46\u7f3a\u4e4f\u5f3a\u52b2\u50ac\u5316\u5242\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.0200 (+0.01% 1\u65e5, +0.15% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "44.8", "MACD": "0.2239", "ATR": "5.7486", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4487.156, 4495.444, 4503.732], "resistance_levels": [4520.308, 4528.596], "timestamp": "2025-12-26T20:30:01.274961"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.3198414305458631, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 20:45:46.533055
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\u663e\u793a\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0cM15\u3001H1\u3001H4\u5468\u671f\u5747\u5448\u73b0\u4e2d\u6027\u4fe1\u53f7\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u503c\u4e3a4512.13\uff0c\u4e0e\u5f53\u524d\u4ef7\u683c4512.74\u57fa\u672c\u6301\u5e73\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\u3002MFH\u7b56\u7565\u663e\u793a\u8f7b\u5fae\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.29\uff09\uff0c\u4f46MTF\u7b56\u7565\u663e\u793a\u5f31\u4e70\u5165\u4fe1\u53f7\uff08\u5f3a\u5ea650\uff09\uff0c\u4e24\u8005\u76f8\u4e92\u62b5\u6d88\u3002IFVG\u663e\u793a\u5b58\u5728\u4e00\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u8dcc\u533a\u57df\uff084516.75-4515.5\uff09\uff0c\u53ef\u80fd\u5f62\u6210\u77ed\u671f\u963b\u529b\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u57284487-4530\u533a\u95f4\u5185\u9707\u8361\uff0c\u82e5\u7a81\u78344521\u963b\u529b\u4f4d\u53ef\u80fd\u6d4b\u8bd54529\uff0c\u82e5\u8dcc\u78344496\u652f\u6491\u4f4d\u53ef\u80fd\u4e0b\u63a24487\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.7400 (+0.00% 1\u65e5, +0.11% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "43.5", "MACD": "0.3322", "ATR": "5.6793", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4487.876, 4496.164, 4504.452], "resistance_levels": [4521.028, 4529.316], "timestamp": "2025-12-26T20:45:00.405072"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.2915748605406374, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 21:00:56.715951
symbol: GOLD
timeframe: M15
signal: sell
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "sell", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "sell", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cH1\u548cH4\u5468\u671f\u5747\u663e\u793a\u770b\u8dcc\u4fe1\u53f7\uff0cMTF\u5f3a\u5ea6\u4e3a70%\uff0cMFH\u7b56\u7565\u4e5f\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\uff0c\u659c\u7387-0.266\u8868\u660e\u4e0b\u964d\u52a8\u91cf\u3002\u5f53\u524d\u4ef7\u683c4507.37\u4f4e\u4e8e\u9884\u6d4b\u4ef7\u683c4509.91\uff0c\u4e14EMA\u5feb\u7ebf(4510.71)\u5df2\u4e0b\u7a7fEMA\u6162\u7ebf(4511.02)\u3002\u7ed3\u5408IFVG\u663e\u793a\u7684\u4e24\u4e2a\u672a\u5e73\u4ed3\u770b\u8dcc\u533a\u57df(4516.75-4515.5\u548c4511.79-4508.78)\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd5\u4e3b\u8981\u652f\u6491\u4f4d4499.08\u548c4490.79\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0b\u63a24482.51\u3002RSI\u5904\u4e8e41.6\u7684\u504f\u5f31\u533a\u57df\u652f\u6301\u8fd9\u4e00\u5224\u65ad\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4507.3700 (-0.03% 1\u65e5, -0.05% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u5356\u51fa", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "41.6", "MACD": "-0.3002", "ATR": "5.9586", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4482.506, 4490.794, 4499.082], "resistance_levels": [4515.658, 4523.946], "timestamp": "2025-12-26T21:00:00.619477"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.26601469185732546, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 22:05:45.959184
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793aM15\u3001H1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u4e2d\u6027\u8d8b\u52bf\uff0c\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\u3002SMC\u7b56\u7565\u4e2d\u7684BOS\u4e70\u5165\u4fe1\u53f7\u663e\u793a\u4ef7\u683c\u7a81\u78344523.81\u6c34\u5e73\uff0c\u4f46MTF\u5206\u6790\u6307\u51fa\u5f53\u524d\u5904\u4e8e\u4f9b\u5e94\u533a\u57df\u5b58\u5728\u98ce\u9669\u3002MFH\u7b56\u7565\u7684\u659c\u7387\u4e3a\u8d1f\u503c-1.01\uff0c\u6697\u793a\u77ed\u671f\u53ef\u80fd\u9762\u4e34\u4e0b\u884c\u538b\u529b\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4523.58\u4e0e\u5f53\u524d\u6536\u76d8\u4ef74526.26\u63a5\u8fd1\uff0c\u8868\u660e\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u3002\u7ed3\u5408RSI 64.3\u5904\u4e8e\u4e2d\u6027\u504f\u5f3a\u533a\u57df\u548c\u4f4e\u6ce2\u52a8\u73871.79%\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u57284501-4531\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u82e5\u8dcc\u78344501\u652f\u6491\u53ef\u80fd\u4e0b\u63a24490\uff0c\u82e5\u7a81\u78344531\u963b\u529b\u5219\u4e0a\u770b4540\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bullish MTF but in Supply Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4526.2600 (+0.03% 1\u65e5, +0.39% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "64.3", "MACD": "2.8239", "ATR": "7.1421", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4501.396, 4509.684, 4517.972], "resistance_levels": [4531.14], "timestamp": "2025-12-26T22:04:55.708538"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -1.011222720624061, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 22:16:27.494652
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793a\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0cM15\u3001H1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u4e2d\u6027\u4fe1\u53f7\u3002\u5f53\u524d\u4ef7\u683c4526.02\u63a5\u8fd1\u963b\u529b\u4f4d4531.14\uff0c\u4f46MFH\u7b56\u7565\u7684\u8d1f\u659c\u7387\uff08-0.92\uff09\u6697\u793a\u77ed\u671f\u4e0b\u884c\u538b\u529b\u3002SMC\u7684BOS\u4e70\u5165\u4fe1\u53f7\uff08\u7a81\u78344523.81\uff09\u63d0\u4f9b\u5c40\u90e8\u652f\u6491\uff0c\u4f46\u6574\u4f53\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u3002IFVG\u663e\u793a\u591a\u4e2a\u53cd\u5411\u7f3a\u53e3\u5df2\u88ab\u6d88\u5316\uff0c\u4e14RVGI+CCI\u7684CCI\u503c133.11\u8868\u660e\u8d85\u4e70\uff0c\u53ef\u80fd\u9650\u5236\u4e0a\u884c\u7a7a\u95f4\u3002\u9884\u6d4b\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u57284501-4531\u533a\u95f4\u9707\u8361\uff0c\u82e5\u8dcc\u78344517.73\u652f\u6491\u5219\u4e0b\u770b4509.44\uff0c\u7a81\u78344531.14\u5219\u9700\u6210\u4ea4\u91cf\u914d\u5408\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bullish MTF but in Supply Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4526.0200 (+0.01% 1\u65e5, +0.26% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "65.6", "MACD": "3.2585", "ATR": "6.8771", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4501.156, 4509.444, 4517.732], "resistance_levels": [4531.14], "timestamp": "2025-12-26T22:15:05.742375"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.9207824813940699, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 22:31:12.736669
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u77ed\u671f\uff081-3\u5929\uff09\u9884\u8ba1\u5c06\u57284503-4531\u533a\u95f4\u5185\u6ce2\u52a8\u3002SMC\u7b56\u7565\u663e\u793aBOS\u4e70\u5165\u4fe1\u53f7\u7a81\u78344527.98\uff0c\u4f46MFH\u7b56\u7565\u659c\u7387-0.84\u8868\u660e\u77ed\u671f\u4e0b\u884c\u538b\u529b\uff0cMTF\u591a\u65f6\u95f4\u5468\u671f\u4e0d\u4e00\u81f4\uff08H1\u548cH4\u770b\u6da8\u800c\u5f53\u524dM15\u770b\u8dcc\uff09\u8fdb\u4e00\u6b65\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074527.69\u4e0e\u5f53\u524d\u4ef7\u683c4528.78\u63a5\u8fd1\uff0c\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u3002\u5173\u952e\u652f\u6491\u4f4d4503.92\u82e5\u88ab\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54490\u533a\u57df\uff0c\u963b\u529b\u4f4d4531.14\u4e0a\u65b9\u9700\u5173\u6ce84540\u5fc3\u7406\u5173\u53e3\u3002IFVG\u663e\u793a\u6700\u540e\u4e00\u4e2a\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u533a\u57df\uff084528.78-4526.86\uff09\u53ef\u80fd\u63d0\u4f9b\u77ed\u671f\u652f\u6491\uff0c\u4f46RSI 75.8\u7684\u8d85\u4e70\u72b6\u6001\u9650\u5236\u4e0a\u884c\u7a7a\u95f4\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:1, H4:1, Curr:-1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4528.7800 (-0.01% 1\u65e5, +0.24% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "75.8", "MACD": "4.0224", "ATR": "6.4943", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4503.916, 4512.204, 4520.492], "resistance_levels": [4531.14], "timestamp": "2025-12-26T22:30:01.247476"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.8381667139050033, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 22:46:10.862677
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c4521.03\u63a5\u8fd1\u963b\u529b\u4f4d4529.527\uff0cMFH\u7b56\u7565\u663e\u793a\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.77\uff09\u4f46\u5f3a\u5ea6\u8f83\u5f31\uff0c\u800cMTF\u663e\u793a\u9ad8\u4f4d\u65f6\u95f4\u5468\u671f\u867d\u504f\u591a\u4f46\u5904\u4e8e\u4f9b\u5e94\u533a\u98ce\u9669\u3002IFVG\u663e\u793a\u5b58\u5728\u672a\u5e73\u4ed3\u7684\u770b\u8dcc\u7f3a\u53e3\uff084523.05-4521.03\uff09\uff0c\u53ef\u80fd\u9650\u5236\u4e0a\u884c\u7a7a\u95f4\u3002\u5173\u952e\u652f\u6491\u533a\u95f44495-4512\u5c06\u63d0\u4f9b\u5e95\u90e8\u652f\u6491\uff0c\u82e5\u8dcc\u78344495\u5219\u53ef\u80fd\u4e0b\u63a24480\uff1b\u82e5\u7a81\u78344530\u4e14\u4f34\u968f\u6210\u4ea4\u91cf\u653e\u5927\uff0c\u53ef\u80fd\u6d4b\u8bd54545\u3002\u9707\u8361\u533a\u95f4\u4e3b\u4f53\u4e3a4495-4530\uff0c\u5efa\u8bae\u533a\u95f4\u4ea4\u6613\u4e3a\u4e3b\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bullish MTF but in Supply Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4521.0300 (+0.00% 1\u65e5, -0.02% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "69.8", "MACD": "3.2800", "ATR": "6.9079", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4495.539, 4504.036, 4512.533], "resistance_levels": [4529.527], "timestamp": "2025-12-26T22:45:00.803372"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.7655049451207714, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 23:01:37.758421
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u5728\u672a\u67651-3\u5929\u9884\u8ba1\u5c06\u57284495-4530\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MFH\u7b56\u7565\u663e\u793a\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.696\uff09\u8868\u660e\u5b58\u5728\u4e0b\u884c\u538b\u529b\uff0c\u4f46\u5f53\u524d\u4ef7\u683c4521.24\u4ecd\u9ad8\u4e8e\u9884\u6d4b\u4ef74520.68\uff0c\u663e\u793a\u5e02\u573a\u72b9\u8c6b\u4e0d\u51b3\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u4e3a\u8d1f\u5411\u4fe1\u53f7\uff08-1\uff09\uff0c\u4e0e\u5f53\u524d\u5468\u671f\uff081\uff09\u5f62\u6210\u9519\u4f4d\uff0c\u6697\u793a\u77ed\u671f\u53cd\u5f39\u53ef\u80fd\u53d7\u9650\u3002IFVG\u663e\u793a\u591a\u4e2a\u770b\u6da8\u7f3a\u53e3\u5df2\u88ab\u586b\u8865\u4e14\u51fa\u73b0\u53cd\u8f6c\uff0c\u800cRVGI+CCI\u6307\u6807\uff08CCI:43.79\uff0cRVI\u4e3b\u4fe1\u53f7:0.13\uff09\u5904\u4e8e\u4e2d\u6027\u533a\u57df\uff0c\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u52a8\u80fd\u3002\u5173\u952e\u963b\u529b\u4f4d4529.737\u5c06\u538b\u5236\u4e0a\u884c\u7a7a\u95f4\uff0c\u82e5\u8dcc\u7834\u4e3b\u8981\u652f\u64914495.749\uff0c\u53ef\u80fd\u4e0b\u63a2\u81f34480\u533a\u57df\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4521.2400 (+0.01% 1\u65e5, -0.08% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "67.8", "MACD": "3.1530", "ATR": "7.5079", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4495.749, 4504.246, 4512.743], "resistance_levels": [4529.737], "timestamp": "2025-12-26T23:00:00.826756"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.6960773422988759, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 23:17:04.979859
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57284501.53-4533.23\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u663e\u793a\u770b\u8dcc\u8ba2\u5355\u5757\u57284523.05\u9644\u8fd1\u88ab\u91cd\u6d4b\uff0cMFH\u7b56\u7565\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\u4e14\u659c\u7387\u4e3a\u8d1f\u503c-0.63\uff0c\u8868\u660e\u77ed\u671f\u5b58\u5728\u4e0b\u884c\u538b\u529b\u3002\u7136\u800cMTF\u663e\u793a\u591a\u65f6\u95f4\u5468\u671f\u65b9\u5411\u4e0d\u4e00\u81f4\uff08H1\u548cH4\u4e3a\u8d1f\u5411\uff0c\u5f53\u524dM15\u4e3a\u6b63\u5411\uff09\uff0cIFVG\u548cRVGI+CCI\u5747\u6301\u4e2d\u6027\u7acb\u573a\uff0c\u4e14\u6240\u6709\u5df2\u8bc6\u522b\u7684\u6d41\u52a8\u6027\u7f3a\u53e3\u5747\u5df2\u88ab\u586b\u8865\u3002\u5173\u952e\u963b\u529b\u4f4d4533.23\u5c06\u9650\u5236\u4e0a\u884c\u7a7a\u95f4\uff0c\u800c4501.53-4518.53\u7684\u5bc6\u96c6\u652f\u6491\u533a\u57df\u5c06\u63d0\u4f9b\u4e0b\u884c\u7f13\u51b2\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u9996\u5148\u6d4b\u8bd54523.05\u7684\u8ba2\u5355\u5757\u963b\u529b\uff0c\u82e5\u7a81\u7834\u5931\u8d25\u5219\u53ef\u80fd\u56de\u843d\u81f34510-4518\u652f\u6491\u5e26\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4527.0200 (+0.01% 1\u65e5, +0.03% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "70.9", "MACD": "3.8292", "ATR": "7.7364", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4501.529, 4510.026, 4518.523], "resistance_levels": [4533.23], "timestamp": "2025-12-26T23:15:00.818593"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": -0.632318624719006, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 23:31:14.485369
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u77ed\u671f\uff081-3\u5929\uff09\u9884\u8ba1\u5c06\u57284507-4534\u533a\u95f4\u5185\u6ce2\u52a8\u3002SMC\u7b56\u7565\u663e\u793aBOS\u4e70\u5165\u4fe1\u53f7\u7a81\u78344533.23\uff0c\u4f46MFH\u7b56\u7565\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.57\uff09\uff0cMTF\u7b56\u7565\u663e\u793a\u5f31\u4e70\u5165\u4fe1\u53f7\uff08\u5f3a\u5ea650\uff09\uff0c\u591a\u65f6\u95f4\u5468\u671f\u65b9\u5411\u4e0d\u4e00\u81f4\u3002IFVG\u663e\u793a\u5f53\u524d\u5b58\u5728\u672a\u5e73\u4ed3\u7684\u770b\u6da8\u8ba2\u5355\u5757\uff084533.23-4530.09\uff09\uff0c\u53ef\u80fd\u63d0\u4f9b\u77ed\u671f\u652f\u6491\u3002RSI\u5904\u4e8e74\u9ad8\u4f4d\u663e\u793a\u8d85\u4e70\u98ce\u9669\uff0c\u4f46\u6ce2\u52a8\u7387\u4ec51.79%\u8868\u660e\u52a8\u80fd\u6709\u9650\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u5728\u652f\u6491\u4f4d4507\u548c\u963b\u529b\u4f4d4534\u4e4b\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344534\u53ef\u80fd\u6d4b\u8bd54540\uff0c\u82e5\u8dcc\u78344507\u53ef\u80fd\u4e0b\u63a24495\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4533.2700 (+0.00% 1\u65e5, +0.09% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "74.0", "MACD": "4.8527", "ATR": "8.0136", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4507.578, 4516.142, 4524.706], "resistance_levels": [4533.9], "timestamp": "2025-12-26T23:30:01.011299"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.5740886581381798, "ifvg_reason": "N/A"}


timestamp: 2025-12-26 23:46:26.963191
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\u3002SMC\u7b56\u7565\u663e\u793a\u4e2d\u6027\u4fe1\u53f7\u4f46\u5b58\u5728BOS\u4e70\u5165\u7a81\u78344533.23\uff0cMTF\u7b56\u7565\u7ed9\u51fa\u5f31\u4e70\u5165\u4fe1\u53f7\u4f46\u4ec5H1\u5468\u671f\u5bf9\u9f50\uff0cMFH\u7b56\u7565\u5219\u663e\u793a\u5356\u51fa\u4fe1\u53f7\u659c\u7387-0.52\u3002\u5173\u952e\u6280\u672f\u6307\u6807RSI\u4e3a75.9\u63a5\u8fd1\u8d85\u4e70\u533a\u57df\uff0cMACD\u4e3a5.86\u663e\u793a\u5fae\u5f31\u52a8\u80fd\uff0cATR\u4e3a8.72\u8868\u660e\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u9884\u6d4b\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u57284508-4545\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344545.56\u963b\u529b\u5219\u53ef\u80fd\u6d4b\u8bd54560\u533a\u57df\uff0c\u82e5\u8dcc\u78344508.75\u652f\u6491\u5219\u53ef\u80fd\u56de\u843d\u81f34480\u9644\u8fd1\u3002\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u91cd\u70b9\u5173\u6ce84533-4545\u533a\u95f4\u7684\u7a81\u7834\u65b9\u5411\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4537.9400 (+0.00% 1\u65e5, +0.37% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "75.9", "MACD": "5.8596", "ATR": "8.7214", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4508.75, 4518.48, 4528.21], "resistance_levels": [4545.56], "timestamp": "2025-12-26T23:45:00.729592"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.521326131190059, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 00:01:35.790706
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u683c\u5c40\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793aH1\u548cH4\u7ea7\u522b\u5b58\u572870%\u5f3a\u5ea6\u7684\u770b\u6da8\u4fe1\u53f7\uff0c\u4f46MFH\u591a\u5468\u671f\u9884\u6d4b\u7684\u8d1f\u659c\u7387\uff08-0.47\uff09\u8868\u660e\u4e2d\u671f\u52a8\u80fd\u504f\u5f31\u3002\u5f53\u524d\u4ef7\u683c4546.76\u63a5\u8fd1\u5173\u952e\u963b\u529b\u4f4d4547.63\uff0c\u82e5\u7a81\u7834\u5219\u53ef\u80fd\u6d4b\u8bd54560\u533a\u57df\uff1b\u82e5\u56de\u8c03\u5c06\u9996\u5148\u6d4b\u8bd54536.82\u652f\u6491\u3002RSI\u8fbe79.1\u663e\u793a\u8d85\u4e70\u98ce\u9669\uff0c\u4f46ATR\u4ec59.25\u8868\u660e\u6ce2\u52a8\u7387\u6709\u9650\u3002\u5efa\u8bae\u5173\u6ce84533.23\u7684BOS\u7a81\u7834\u4f4d\u4f5c\u4e3a\u65b9\u5411\u786e\u8ba4\u4fe1\u53f7\uff0c\u9707\u8361\u533a\u95f4\u9884\u8ba1\u4e3a4526-4550\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4546.7600 (+0.01% 1\u65e5, +0.57% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "79.1", "MACD": "7.5306", "ATR": "9.2543", "\u6ce2\u52a8\u7387": "1.78%"}, "support_levels": [4516.949, 4526.886, 4536.823], "resistance_levels": [4547.63], "timestamp": "2025-12-27T00:00:00.772422"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.47223326093902207, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 00:15:49.366993
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284508-4549\u533a\u95f4\u5185\u9707\u8361\u3002SMC\u663e\u793a\u4ef7\u683c\u7a81\u78344533.23\u5f62\u6210BOS\u4e70\u5165\u4fe1\u53f7\u4f46\u6574\u4f53\u7ed3\u6784\u4e2d\u6027\uff0cMFH\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.43\uff09\u8868\u660e\u77ed\u671f\u627f\u538b\uff0c\u800cMTF\u591a\u5468\u671f\u65b9\u5411\u4e0d\u4e00\u81f4\uff08H1/H4\u770b\u6da8\u4f46\u5f53\u524d\u5468\u671f\u770b\u8dcc\uff09\u524a\u5f31\u8d8b\u52bf\u52a8\u80fd\u3002IFVG\u663e\u793a4530-4537\u533a\u95f4\u5b58\u5728\u672a\u56de\u8865\u7684\u770b\u6da8FVG\u533a\u57df\u53ef\u80fd\u63d0\u4f9b\u652f\u6491\uff0c\u4f46RSI(74.2)\u63a5\u8fd1\u8d85\u4e70\u9650\u5236\u4e0a\u884c\u7a7a\u95f4\u3002\u5173\u952e\u963b\u529b4549\u82e5\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54560\uff0c\u4e0b\u65b94508\u7834\u4f4d\u5219\u770b\u54114490\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:1, H4:1, Curr:-1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4538.8100 (-0.00% 1\u65e5, +0.27% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "74.2", "MACD": "7.1094", "ATR": "9.8150", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4508.21, 4518.41, 4528.61], "resistance_levels": [4549.01], "timestamp": "2025-12-27T00:15:01.315143"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.43276042343843585, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 00:31:22.357191
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u77ed\u671f\u5185\uff081-3\u5929\uff09\u9884\u8ba1\u5c06\u57284515-4550\u533a\u95f4\u5185\u6ce2\u52a8\u3002SMC\u7b56\u7565\u663e\u793aBOS\u4e70\u5165\u4fe1\u53f7\uff08\u7a81\u78344533.23\uff09\uff0c\u4f46MTF\u4ec5\u663e\u793a\u5f31\u4e70\u5165\u4fe1\u53f7\uff08H4\u5468\u671f\u5bf9\u9f50\uff09\uff0c\u800cMFH\u7b56\u7565\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\uff08\u659c\u7387-0.39\uff09\u3002IFVG\u663e\u793a\u5b58\u5728\u672a\u7f13\u89e3\u7684\u770b\u6da8\u533a\u57df\uff084531.58-4530.09\u548c4537.29-4533.9\uff09\uff0c\u53ef\u80fd\u63d0\u4f9b\u77ed\u671f\u652f\u6491\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4543.16\uff0c\u4e0e\u5f53\u524d\u4ef7\u683c4545.94\u63a5\u8fd1\uff0c\u8868\u660e\u4e0a\u884c\u7a7a\u95f4\u6709\u9650\u3002RSI\u5904\u4e8e75.0\u7684\u8d85\u4e70\u533a\u57df\uff0c\u589e\u52a0\u56de\u8c03\u6982\u7387\u3002\u5173\u952e\u963b\u529b\u4f4d4550.26\u82e5\u88ab\u7a81\u7834\uff0c\u53ef\u80fd\u6d4b\u8bd54560\uff1b\u82e5\u8dcc\u78344535.74\u652f\u6491\uff0c\u5219\u53ef\u80fd\u56de\u8e294525.54\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4545.9400 (+0.01% 1\u65e5, +0.28% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "75.0", "MACD": "8.1746", "ATR": "9.7243", "\u6ce2\u52a8\u7387": "1.79%"}, "support_levels": [4515.34, 4525.54, 4535.74], "resistance_levels": [4550.26], "timestamp": "2025-12-27T00:30:02.141884"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.39301160728695006, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 00:46:13.851053
symbol: GOLD
timeframe: M15
signal: buy
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "buy", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u72b6\u6001\u4f46\u5b58\u5728\u8f7b\u5fae\u770b\u6da8\u503e\u5411\u3002SMC\u663e\u793a\u7a81\u78344533.23\u5f62\u6210\u770b\u6da8BOS\u7ed3\u6784\uff0cMTF\u663e\u793aH4\u5468\u671f\u770b\u6da8\u5bf9\u9f50\uff0c\u4f46MFH\u7684\u8d1f\u659c\u7387(-0.36)\u548c\u591a\u6570\u65f6\u95f4\u6846\u67b6\u7684\u4e2d\u6027\u4fe1\u53f7\u9650\u5236\u4e86\u4e0a\u6da8\u52a8\u80fd\u3002\u5173\u952e\u963b\u529b\u4f4d4549.8\u82e5\u88ab\u6709\u6548\u7a81\u7834\uff0c\u53ef\u80fd\u6d4b\u8bd54560-4570\u533a\u57df\uff1b\u82e5\u8dcc\u78344529.4\u652f\u6491\uff0c\u5c06\u4e0b\u63a24519.2-4509.0\u533a\u95f4\u30021-3\u5929\u5185\u9884\u8ba1\u57284509-4550\u533a\u95f4\u9707\u8361\uff0c\u504f\u5411\u7f13\u6162\u4e0a\u63a2\u963b\u529b\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4539.6000 (+0.00% 1\u65e5, +0.04% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "66.6", "MACD": "7.5861", "ATR": "9.7279", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4509.0, 4519.2, 4529.4], "resistance_levels": [4549.8], "timestamp": "2025-12-27T00:45:03.777230"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "SMC BOS (Bullish): BOS Buy: Break above 4533.23", "mfh_slope": -0.3598815022407704, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 00:57:04.676583
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284508-4549\u533a\u95f4\u5185\u9707\u8361\u3002SMC\u663e\u793a\u7a81\u78344533.23\u5f62\u6210\u770b\u6da8\u7ed3\u6784\uff0c\u4f46MFH\u7684-0.496\u659c\u7387\u8868\u660e\u4e2d\u671f\u5b58\u5728\u4e0b\u884c\u538b\u529b\u3002MTF\u4ec5H4\u5468\u671f\u5bf9\u9f50\u7684\u5f31\u4e70\u5165\u4fe1\u53f7\u4e0eIFVG\u591a\u4e2a\u5df2\u88ab\u6d88\u5316\u7684\u533a\u57df\u5171\u540c\u6307\u5411\u9707\u8361\u683c\u5c40\u3002\u5173\u952e\u963b\u529b4549.79\u82e5\u88ab\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54560\uff0c\u800c\u8dcc\u78344508.99\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a24490\u3002\u5f53\u524d\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u52a8\u80fd\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4539.5900 (+0.00% 1\u65e5, +0.04% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "66.6", "MACD": "7.5853", "ATR": "10.4493", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4508.99, 4519.19, 4529.39], "resistance_levels": [4549.79], "timestamp": "2025-12-27T00:56:00.569209"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "SMC BOS (Bullish): BOS Buy: Break above 4533.23", "mfh_slope": -0.49605609281348373, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 01:02:20.316087
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284505-4546\u533a\u95f4\u5185\u9707\u8361\u8fd0\u884c\u3002\u5177\u4f53\u903b\u8f91\uff1aSMC\u663e\u793a\u770b\u6da8FVG\u56de\u6d4b\u4fe1\u53f7\uff084533.9-4537.29\u533a\u95f4\uff09\uff0c\u4f46MTF\u663e\u793a\u591a\u65f6\u95f4\u5468\u671f\u65b9\u5411\u4e0d\u4e00\u81f4\uff08H1\u548cH4\u5468\u671f\u4e3a\u4e0b\u964d\u8d8b\u52bf\uff0c\u5f53\u524dM15\u5468\u671f\u4e3a\u4e0a\u5347\u8d8b\u52bf\uff09\uff0c\u8fd9\u79cd\u5468\u671f\u9519\u914d\u9650\u5236\u4e86\u8d8b\u52bf\u53d1\u5c55\u7a7a\u95f4\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4537.21\u4e0e\u5f53\u524d\u4ef7\u683c4536.45\u57fa\u672c\u6301\u5e73\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002IFVG\u663e\u793a\u591a\u4e2a\u5386\u53f2\u7f3a\u53e3\u5df2\u88ab\u586b\u8865\uff0c\u5f53\u524d\u6709\u6548\u7f3a\u53e3\u4ec5\u52694537.29-4533.9\u7684\u770b\u6da8FVG\u548c4538.99-4537.36\u7684\u770b\u8dccFVG\uff0c\u5f62\u6210\u77ed\u671f\u4ea4\u6613\u533a\u95f4\u3002\u5efa\u8bae\u5173\u6ce84526\u652f\u6491\u548c4546\u963b\u529b\u7684\u7a81\u7834\u60c5\u51b5\uff0c\u7a81\u7834\u4efb\u4e00\u65b9\u5411\u5c06\u5f00\u542f3-5\u7f8e\u5143\u7684\u77ed\u671f\u8d8b\u52bf\u884c\u60c5", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4536.4500 (+0.00% 1\u65e5, -0.22% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "61.3", "MACD": "6.9852", "ATR": "10.0629", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4505.85, 4516.05, 4526.25], "resistance_levels": [4546.65], "timestamp": "2025-12-27T01:01:38.108898"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary FVG: Bullish FVG Retest", "mfh_slope": 0.34529713005771856, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 01:15:29.738187
symbol: GOLD
timeframe: M15
signal: sell
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "sell", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "sell", "ifvg": "sell", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u77ed\u671f\u5185\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u504f\u5f31\u683c\u5c40\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793aH1\u548cH4\u7ea7\u522b\u5747\u4e3a\u770b\u8dcc\u65b9\u5411\uff0cIFVG\u7b56\u7565\u8bc6\u522b\u5230\u591a\u4e2a\u770b\u6da8\u7f3a\u53e3\u88ab\u8dcc\u7834\u8f6c\u4e3a\u770b\u8dcc\u53cd\u8f6c\u533a\u57df\uff0c\u5f3a\u5ea6\u8fbe80%\uff0c\u8868\u660e\u4e0a\u65b9\u5b58\u5728\u663e\u8457\u5356\u538b\u3002\u5f53\u524d\u4ef7\u683c4531.79\u63a5\u8fd1\u9884\u6d4b\u5747\u8861\u4ef74537.21\uff0c\u4f46EMA\u5feb\u7ebf4533.58\u4e0e\u6162\u7ebf4526.96\u5448\u6536\u655b\u72b6\u6001\uff0cRSI 57.2\u5904\u4e8e\u4e2d\u6027\u504f\u5f3a\u533a\u95f4\u4f46\u7f3a\u4e4f\u52a8\u80fd\u3002\u5173\u952e\u652f\u6491\u5173\u6ce84501-4521\u533a\u57df\uff0c\u82e5\u8dcc\u78344501\u5219\u53ef\u80fd\u6d4b\u8bd54480\uff1b\u963b\u529b\u4f4d4542\u8f83\u4e3a\u5173\u952e\uff0c\u7a81\u7834\u9700\u6210\u4ea4\u91cf\u914d\u5408\u30021-3\u5929\u5185\u9884\u8ba1\u57284501-4542\u533a\u95f4\u9707\u8361\uff0c\u504f\u5411\u6d4b\u8bd5\u4e0b\u65b9\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4531.7900 (-0.10% 1\u65e5, -0.32% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "57.2", "MACD": "6.6135", "ATR": "10.3414", "\u6ce2\u52a8\u7387": "1.80%"}, "support_levels": [4501.19, 4511.39, 4521.59], "resistance_levels": [4541.99], "timestamp": "2025-12-27T01:13:57.926244"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.496229381802636, "ifvg_reason": "IFVG Bearish Inversion (\u539f\u770b\u6da8\u7f3a\u53e3\u88ab\u8dcc\u7834)"}


timestamp: 2025-12-27 01:16:37.102569
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u9ec4\u91d1\u4ef7\u683c\u5c06\u57284494-4545\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MFH\u7b56\u7565\u663e\u793a\u8f7b\u5fae\u4e70\u5165\u4fe1\u53f7\uff08\u659c\u73870.45\uff09\uff0c\u4f46MTF\u7b56\u7565\u663e\u793a\u5f3a\u5356\u51fa\u4fe1\u53f7\uff08\u5f3a\u5ea685%\uff09\u4e14\u4ef7\u683c\u4f4d\u4e8e\u4f9b\u5e94\u533a\uff0c\u591a\u65f6\u95f4\u5468\u671f\uff08M15/H1/H4\uff09\u5747\u5448\u4e2d\u6027\u3002\u5f53\u524d\u4ef7\u683c4524.78\u63a5\u8fd1\u9884\u6d4b\u4ef74529.47\uff0c\u4f46EMA\u5feb\u7ebf\uff084531.49\uff09\u4e0b\u7a7fEMA\u6162\u7ebf\uff084526.42\uff09\u5f62\u6210\u8f7b\u5fae\u7a7a\u5934\u6392\u5217\u3002IFVG\u663e\u793a\u5b58\u5728\u672a\u7f13\u89e3\u7684\u770b\u8dcc\u533a\u57df\uff084531.35-4526.26\uff09\uff0cRSI\uff0849.93\uff09\u63a5\u8fd1\u4e2d\u6027\uff0c\u6ce2\u52a8\u73871.81%\u8868\u660e\u5e02\u573a\u7f3a\u4e4f\u65b9\u5411\u6027\u52a8\u80fd\u3002\u5173\u952e\u963b\u529b\u57284534.98\uff0c\u82e5\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54545.18\uff1b\u652f\u6491\u5173\u6ce84514.58\uff0c\u5931\u5b88\u5219\u770b\u54114504.38\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). In Supply Zone", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4524.7800 (-0.03% 1\u65e5, -0.31% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "49.9", "MACD": "5.0764", "ATR": "10.0386", "\u6ce2\u52a8\u7387": "1.81%"}, "support_levels": [4494.18, 4504.38, 4514.58], "resistance_levels": [4534.98, 4545.18], "timestamp": "2025-12-27T01:15:38.681835"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.4513280122940578, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 01:31:23.877545
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u7ee7\u7eed\u57284487-4548\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u5f3a\u70c8\u770b\u8dcc\u4fe1\u53f7\uff0c\u5f53\u524d\u4ef7\u683c\u5904\u4e8e\u4f9b\u5e94\u533a\u57df\u3002SMC\u667a\u80fd\u8d44\u91d1\u6982\u5ff5\u867d\u7136\u663e\u793a\u770b\u6da8\u7ed3\u6784\u4f46\u4fe1\u53f7\u4e2d\u6027\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u867d\u7136\u7ed9\u51fa\u4e70\u5165\u4fe1\u53f7\u4f46\u659c\u7387\u4ec5\u4e3a0.41\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u8f83\u5f31\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4520.62\u4e0e\u5f53\u524d\u4ef7\u683c4517.89\u63a5\u8fd1\uff0c\u8868\u660e\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u3002\u5173\u952e\u963b\u529b\u4f4d4528.09\u548c4538.29\u5c06\u6784\u6210\u4e0a\u884c\u538b\u529b\uff0c\u800c\u652f\u6491\u4f4d4487.29\u548c4497.49\u5c06\u63d0\u4f9b\u4e0b\u884c\u652f\u6491\u3002RSI\u6307\u680745.2\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0cMACD\u5fae\u5f31\u6b63\u503c3.1989\u663e\u793a\u52a8\u91cf\u4e0d\u8db3\uff0c\u6ce2\u52a8\u73871.82%\u5904\u4e8e\u76f8\u5bf9\u4f4e\u4f4d\uff0c\u6574\u4f53\u5e02\u573a\u73af\u5883\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). In Supply Zone", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4517.8900 (-0.00% 1\u65e5, -0.61% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "45.2", "MACD": "3.1989", "ATR": "10.4064", "\u6ce2\u52a8\u7387": "1.82%"}, "support_levels": [4487.29, 4497.49, 4507.69], "resistance_levels": [4528.09, 4538.29, 4548.49], "timestamp": "2025-12-27T01:30:02.429933"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.4099843495262739, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 01:46:02.215141
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
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timestamp: 2025-12-27 01:55:55.953538
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "sell", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u7ef4\u6301\u9707\u8361\u504f\u5f31\u683c\u5c40\u3002IFVG\u7b56\u7565\u663e\u793a\u591a\u4e2a\u770b\u6da8\u7f3a\u53e3\u5df2\u88ab\u8dcc\u7834\u8f6c\u4e3a\u770b\u8dcc\u4fe1\u53f7\uff0c\u5f3a\u5ea680\uff0c\u8868\u660e\u7a7a\u65b9\u529b\u91cf\u5360\u636e\u4f18\u52bf\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u7ed9\u51fa\u5356\u51fa\u4fe1\u53f7\uff0c\u659c\u7387-0.5167\u786e\u8ba4\u4e0b\u884c\u538b\u529b\u3002\u867d\u7136SMC\u7ed3\u6784\u4ecd\u4e3a\u770b\u6da8\u4f46\u4fe1\u53f7\u4e2d\u6027\uff0c\u4e14\u4ef7\u683c\u5df2\u8dcc\u7834\u5feb\u901fEMA(4526.07)\u548c\u6162\u901fEMA(4524.37)\u3002\u5173\u952e\u963b\u529b\u57284524.08-4544.48\u533a\u95f4\uff0c\u652f\u6491\u4f4d\u4e8e4503.68-4483.28\u3002\u82e5\u8dcc\u78344503.68\u652f\u6491\uff0c\u53ef\u80fd\u6d4b\u8bd54483.28\uff1b\u82e5\u7a81\u78344524.08\u963b\u529b\uff0c\u53ef\u80fd\u54114534.28\u53cd\u5f39\u3002RSI\u5904\u4e8e40.4\u7684\u8d85\u5356\u8fb9\u7f18\uff0c\u77ed\u671f\u53ef\u80fd\u6280\u672f\u6027\u53cd\u5f39\u4f46\u6574\u4f53\u504f\u5f31\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bearish MTF but in Demand Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4513.8800 (-0.06% 1\u65e5, -0.57% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "40.4", "MACD": "1.7011", "ATR": "11.5507", "\u6ce2\u52a8\u7387": "1.82%"}, "support_levels": [4483.28, 4493.48, 4503.68], "resistance_levels": [4524.08, 4534.28, 4544.48], "timestamp": "2025-12-27T01:54:52.081432"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.5167448303953786, "ifvg_reason": "IFVG Bearish Inversion (\u539f\u770b\u6da8\u7f3a\u53e3\u88ab\u8dcc\u7834)"}


timestamp: 2025-12-27 01:57:45.001385
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
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timestamp: 2025-12-27 02:01:13.321439
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u7ef4\u6301\u533a\u95f4\u9707\u8361\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c4518.75\u5904\u4e8e\u5173\u952e\u652f\u64914508.55\u548c\u963b\u529b4528.95\u4e4b\u95f4\uff0cMFH\u7b56\u7565\u663e\u793a\u8f7b\u5fae\u4e70\u5165\u4fe1\u53f7\uff08\u659c\u73870.0326\uff09\u4f46\u5f3a\u5ea6\u6709\u9650\u3002\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u4e3a\u4e2d\u6027\uff0cMTF\u5b58\u5728\u9519\u4f4d\u73b0\u8c61\uff08H1:-1, H4:-1, Curr:1\uff09\uff0c\u8868\u660e\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u52a8\u80fd\u3002SMC\u7ed3\u6784\u867d\u663e\u793a\u770b\u6da8\u60c5\u7eea\uff08BOS\uff09\uff0c\u4f46\u5b9e\u9645\u4fe1\u53f7\u4e3a\u4e2d\u6027\u3002IFVG\u663e\u793a\u591a\u4e2a\u5df2\u7f13\u89e3\u7684\u53cd\u5411\u7f3a\u53e3\uff0c\u5f53\u524d\u5b58\u57283\u4e2a\u672a\u7f13\u89e3\u7684\u770b\u8dcc\u7f3a\u53e3\u533a\u57df\uff084538.99-4537.36\u30014531.35-4528.3\u30014525.7-4520.28\uff09\uff0c\u8fd9\u4e9b\u5c06\u6210\u4e3a\u4e0a\u884c\u963b\u529b\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u57284488-4549\u533a\u95f4\u5185\u6ce2\u52a8\uff0c\u82e5\u7a81\u78344528.95\u5219\u53ef\u80fd\u6d4b\u8bd54539.15\uff0c\u82e5\u8dcc\u78344508.55\u5219\u53ef\u80fd\u6d4b\u8bd54498.35\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4518.7500 (+0.05% 1\u65e5, -0.46% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "43.5", "MACD": "2.0896", "ATR": "11.5507", "\u6ce2\u52a8\u7387": "1.82%"}, "support_levels": [4488.15, 4498.35, 4508.55], "resistance_levels": [4528.95, 4539.15, 4549.35], "timestamp": "2025-12-27T01:59:57.190072"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.03258056224279744, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 02:02:09.390797
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284488-4549\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284520.28\u5f62\u6210\u652f\u6491\uff0cMFH\u7b56\u7565\u659c\u73870.0285\u8868\u660e\u5fae\u5f31\u4e0a\u5347\u52a8\u80fd\uff0c\u4f46MTF\u7b56\u7565\u4ec5H1\u5468\u671f\u5bf9\u9f50\u663e\u793a\u5f31\u4e70\u5165\u4fe1\u53f7\uff0cH4\u5468\u671f\u4ecd\u4e3a\u4e2d\u6027\u3002\u5f53\u524d\u4ef7\u683c4518.98\u5904\u4e8eEMA\u5feb\u7ebf4525.63\u548c\u6162\u7ebf4524.31\u4e0b\u65b9\uff0cRSI 48.6\u663e\u793a\u4e2d\u6027\u504f\u5f31\u52a8\u91cf\u3002\u5173\u952e\u963b\u529b\u4f4d4529.18\u82e5\u88ab\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54539.38\uff0c\u4e0b\u65b9\u652f\u64914488.38\u82e5\u5931\u5b88\u5c06\u6253\u5f00\u4e0b\u884c\u7a7a\u95f4\u81f34460\u533a\u57df\u3002\u5e02\u573a\u6ce2\u52a8\u73871.82%\u5904\u4e8e\u76f8\u5bf9\u4f4e\u4f4d\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4518.9800 (+0.00% 1\u65e5, -0.38% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "48.6", "MACD": "1.3174", "ATR": "10.7186", "\u6ce2\u52a8\u7387": "1.82%"}, "support_levels": [4488.38, 4498.58, 4508.78], "resistance_levels": [4529.18, 4539.38, 4549.58], "timestamp": "2025-12-27T02:01:17.538157"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary OB: Bullish Order Block Retest", "mfh_slope": 0.028542774292805627, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 02:16:15.605179
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284486-4548\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u7b56\u7565\u663e\u793a4520.28\u5b58\u5728\u770b\u6da8\u8ba2\u5355\u5757\u56de\u6d4b\u4fe1\u53f7\uff0cMFH\u7b56\u7565\u659c\u73870.025\u8868\u660e\u5fae\u5f31\u4e0a\u5347\u52a8\u80fd\uff0c\u4f46MTF\u591a\u65f6\u95f4\u6846\u67b6\u4e0d\u4e00\u81f4\uff08H1\u770b\u6da8\u3001H4\u770b\u8dcc\uff09\u9650\u5236\u4e86\u8d8b\u52bf\u53d1\u5c55\u7a7a\u95f4\u3002\u5f53\u524d\u4ef7\u683c4517.42\u4f4d\u4e8eEMA\u5feb\u6162\u7ebf\u4e4b\u95f4\uff084524.16/4523.69\uff09\uff0cRSI 47.7\u5904\u4e8e\u4e2d\u6027\u533a\u57df\uff0cMACD 0.4675\u663e\u793a\u5fae\u5f31\u6b63\u9762\u52a8\u91cf\u3002\u5173\u952e\u963b\u529b\u4f4d4537.82-4548.02\u533a\u57df\u5b58\u5728\u672a\u7f13\u89e3\u7684\u770b\u8dccIFVG\u533a\u57df\uff0c\u800c\u4e0b\u65b94486.82-4507.22\u652f\u6491\u5e26\u5c06\u63d0\u4f9b\u4e70\u76d8\u652f\u6491\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u9996\u5148\u6d4b\u8bd54527.62\u963b\u529b\uff0c\u82e5\u7a81\u7834\u5219\u4e0a\u770b4537.82\uff0c\u5426\u5219\u5c06\u56de\u843d\u81f34507.22\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:1, H4:-1, Curr:0)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4517.4200 (+0.00% 1\u65e5, -0.19% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "47.7", "MACD": "0.4675", "ATR": "10.0314", "\u6ce2\u52a8\u7387": "1.82%"}, "support_levels": [4486.82, 4497.02, 4507.22], "resistance_levels": [4527.62, 4537.82, 4548.02], "timestamp": "2025-12-27T02:15:01.491307"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary OB: Bullish Order Block Retest", "mfh_slope": 0.025178586541410124, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 02:30:59.193772
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284487-4549\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284520.28\u9644\u8fd1\u5f62\u6210\u652f\u6491\uff0c\u4f46MTF\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793aH4\u5468\u671f\u5b58\u5728\u770b\u8dcc\u538b\u529b\u3002\u5f53\u524d\u4ef7\u683c4518.56\u4f4d\u4e8e\u5feb\u901fEMA\uff084523.47\uff09\u548c\u6162\u901fEMA\uff084523.40\uff09\u4e0b\u65b9\uff0c\u8868\u660e\u77ed\u671f\u52a8\u80fd\u504f\u5f31\u3002IFVG\u5206\u6790\u663e\u793a\u591a\u4e2a\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u5df2\u88ab\u586b\u8865\uff0c\u4ec5\u5269\u4e09\u4e2a\u672a\u586b\u8865\u7684\u770b\u8dcc\u7f3a\u53e3\uff084525.7-4520.28\u30014531.35-4528.3\u30014538.99-4537.36\uff09\u53ef\u80fd\u5f62\u6210\u963b\u529b\u3002RVGI+CCI\u6307\u6807\u663e\u793aRVI\u4e3b\u7ebf-0.206\u4f4e\u4e8e\u4fe1\u53f7\u7ebf-0.134\uff0cCCI\u503c-76.9\u5904\u4e8e\u8d85\u5356\u533a\u57df\uff0c\u6697\u793a\u77ed\u671f\u53ef\u80fd\u6280\u672f\u6027\u53cd\u5f39\u3002\u7ed3\u5408\u6ce2\u52a8\u73871.82%\u548cATR\u503c9.93\uff0c\u9884\u8ba1\u4ef7\u683c\u5c06\u5728\u652f\u6491\u4f4d4487.96\u548c\u963b\u529b\u4f4d4549.16\u4e4b\u95f4\u6ce2\u52a8\uff0c\u504f\u5411\u4e8e\u5148\u6d4b\u8bd54528.76\u963b\u529b\u540e\u56de\u843d\u81f34508.36\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4518.5600 (-0.00% 1\u65e5, +0.01% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "44.0", "MACD": "0.0642", "ATR": "9.9286", "\u6ce2\u52a8\u7387": "1.82%"}, "support_levels": [4487.96, 4498.16, 4508.36], "resistance_levels": [4528.76, 4538.96, 4549.16], "timestamp": "2025-12-27T02:30:02.031940"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary OB: Bullish Order Block Retest", "mfh_slope": 0.022384738712628794, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 02:45:52.459408
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u9ec4\u91d1\u4ef7\u683c\u5c06\u57284498-4550\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u6280\u672f\u4f9d\u636e\u5305\u62ec\uff1aSMC\u7b56\u7565\u663e\u793a\u770b\u8dccFVG\u56de\u6d4b\u4fe1\u53f7\uff084531.35-4528.3\u533a\u95f4\uff09\uff0c\u4f46MFH\u548cMTF\u7b56\u7565\u7ed9\u51fa\u5f31\u4e70\u5165\u4fe1\u53f7\uff1b\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4525.47\u4e0e\u5f53\u524d\u4ef7\u683c4529.4\u63a5\u8fd1\uff0c\u8868\u660e\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\uff1b\u591a\u65f6\u95f4\u5468\u671f\uff08M15/H1/H4\uff09\u5747\u663e\u793a\u4e2d\u6027\u8d8b\u52bf\uff0cRSI\u6307\u680747.4\u5904\u4e8e\u4e2d\u6027\u533a\u57df\uff0c\u6ce2\u52a8\u73871.83%\u663e\u793a\u4f4e\u6ce2\u52a8\u73af\u5883\u3002\u5173\u952e\u89c2\u5bdf\u4f4d\u4e3a\u4e0b\u65b9\u652f\u64914498.8\u548c\u4e0a\u65b9\u963b\u529b4539.6\uff0c\u7a81\u7834\u4efb\u4e00\u65b9\u5411\u5c06\u51b3\u5b9a\u77ed\u671f\u8d8b\u52bf\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4529.4000 (-0.00% 1\u65e5, +0.29% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "47.4", "MACD": "1.2011", "ATR": "10.3379", "\u6ce2\u52a8\u7387": "1.83%"}, "support_levels": [4498.8, 4509.0, 4519.2], "resistance_levels": [4539.6, 4549.8], "timestamp": "2025-12-27T02:45:01.606062"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary FVG: Bearish FVG Retest", "mfh_slope": 0.01894671652323487, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 03:01:02.826655
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u9ec4\u91d1\u4ef7\u683c\u5c06\u57284500-4541\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u6280\u672f\u9762\u663e\u793a\uff1aSMC\u7b56\u7565\u68c0\u6d4b\u52304531.35-4528.3\u7684\u770b\u8dccFVG\u56de\u6d4b\u4fe1\u53f7\uff0c\u4f46MFH\u7b56\u7565\u7ed9\u51fa\u5fae\u5f31\u4e70\u5165\u4fe1\u53f7\uff08\u659c\u73870.018\uff09\uff0c\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793a\u867d\u7136HTF\u65b9\u5411\u504f\u591a\u4f46\u5904\u4e8e\u4f9b\u5e94\u533a\u57df\u98ce\u9669\u4e2d\u3002\u5f53\u524d\u4ef7\u683c4531.03\u63a5\u8fd1\u9884\u6d4b\u5747\u8861\u4ef74530.04\uff0cRSI 45.2\u5904\u4e8e\u4e2d\u6027\u533a\u57df\uff0cMACD 1.61\u663e\u793a\u5fae\u5f31\u52a8\u80fd\u3002\u5173\u952e\u652f\u6491\u4f4d\u4e8e4500.43\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u6d4b\u8bd54490\u533a\u57df\uff1b\u963b\u529b\u4f4d4541.23\u7a81\u7834\u540e\u53ef\u80fd\u6d4b\u8bd54550\u3002\u5e02\u573a\u5904\u4e8e\u4f4e\u6ce2\u52a8\u72b6\u6001\uff08ATR 9.735\uff0c\u6ce2\u52a8\u73871.83%\uff09\uff0c\u5efa\u8bae\u91c7\u53d6\u533a\u95f4\u4ea4\u6613\u7b56\u7565\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bullish MTF but in Supply Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4531.0300 (+0.01% 1\u65e5, +0.27% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "45.2", "MACD": "1.6107", "ATR": "9.7350", "\u6ce2\u52a8\u7387": "1.83%"}, "support_levels": [4500.43, 4510.63, 4520.83], "resistance_levels": [4541.23], "timestamp": "2025-12-27T03:00:02.327192"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary FVG: Bearish FVG Retest", "mfh_slope": 0.01821133323556709, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 03:15:58.150483
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284503-4544\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793aH1\u548cH4\u7ea7\u522b\u5747\u5448\u73b0\u770b\u6da8\u4e00\u81f4\u6027\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u7ed9\u51fa\u4e70\u5165\u4fe1\u53f7\u4e14\u659c\u73870.0167\u8868\u660e\u6e29\u548c\u4e0a\u5347\u52a8\u80fd\uff0c\u4f46\u5f53\u524d\u4ef7\u683c4533.64\u63a5\u8fd1\u9884\u6d4b\u4ef74532.38\u663e\u793a\u77ed\u671f\u5747\u8861\u3002\u5173\u952e\u6280\u672f\u6307\u6807RSI 39.9\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0cMACD 2.1986\u663e\u793a\u5fae\u5f31\u591a\u5934\u52a8\u80fd\uff0cATR 9.67\u548c\u6ce2\u52a8\u73871.83%\u53cd\u6620\u5e02\u573a\u6d3b\u8dc3\u5ea6\u4e00\u822c\u3002\u9700\u91cd\u70b9\u5173\u6ce84523\u652f\u6491\u548c4544\u963b\u529b\u7a81\u7834\u60c5\u51b5\uff0c\u82e5\u4e0a\u78344544\u5219\u53ef\u80fd\u6d4b\u8bd54560\uff0c\u4e0b\u78344523\u5219\u53ef\u80fd\u56de\u8e294503\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4533.6400 (+0.00% 1\u65e5, +0.36% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "39.9", "MACD": "2.1986", "ATR": "9.6729", "\u6ce2\u52a8\u7387": "1.83%"}, "support_levels": [4503.04, 4513.24, 4523.44], "resistance_levels": [4543.84], "timestamp": "2025-12-27T03:15:01.691594"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.016708659668230746, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 03:30:45.511481
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u5e02\u573a\u5f53\u524d\u5904\u4e8e\u9707\u8361\u683c\u5c40\u3002SMC\u663e\u793a\u770b\u6da8\u7ed3\u6784\u4f46\u4fe1\u53f7\u4e2d\u6027\uff0cMTF\u5448\u73b0\u5f31\u5356\u51fa\u4fe1\u53f7\u4f46\u4ec5H1\u5468\u671f\u5bf9\u9f50\uff0cMFH\u7ed9\u51fa\u4e70\u5165\u4fe1\u53f7\u4f46\u659c\u7387\u5fae\u5f31\uff080.0167\uff09\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074530.82\u4e0e\u5f53\u524d\u4ef74529.26\u63a5\u8fd1\uff0c\u8868\u660e\u7f3a\u4e4f\u65b9\u5411\u6027\u52a8\u80fd\u3002\u5173\u952e\u963b\u529b\u533a\u95f44539.46-4549.66\u9700\u7a81\u7834\u624d\u80fd\u786e\u8ba4\u4e0a\u884c\uff0c\u4e0b\u65b9\u652f\u64914498.66-4519.06\u533a\u95f4\u82e5\u5931\u5b88\u53ef\u80fd\u6d4b\u8bd5\u66f4\u4f4e\u6c34\u5e73\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u57284498-4550\u533a\u95f4\u9707\u8361\uff0c\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u7a81\u7834\u4efb\u4e00\u65b9\u5411\u9700\u4f34\u968f\u6210\u4ea4\u91cf\u653e\u5927\u786e\u8ba4\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4529.2600 (-0.01% 1\u65e5, +0.23% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "41.9", "MACD": "1.8795", "ATR": "9.0707", "\u6ce2\u52a8\u7387": "1.83%"}, "support_levels": [4498.66, 4508.86, 4519.06], "resistance_levels": [4539.46, 4549.66], "timestamp": "2025-12-27T03:30:01.791053"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.016723470019694597, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 03:45:44.770519
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0cGOLD\u5728\u672a\u67651-3\u5929\u9884\u8ba1\u5c06\u57284494-4545\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u663e\u793a4527.2-4524.36\u5b58\u5728\u770b\u6da8FVG\u56de\u6d4b\u4fe1\u53f7\uff0cMFH\u76840.016\u659c\u7387\u8868\u660e\u5fae\u5f31\u4e0a\u6da8\u503e\u5411\uff0c\u4f46MTF\u7684\u5f31\u5356\u51fa\u4fe1\u53f7\u548cRVGI+CCI\u7684\u4e2d\u6027\u6301\u4ed3\u4fe1\u53f7\u5f62\u6210\u5236\u7ea6\u3002\u5f53\u524d\u4ef7\u683c4524.96\u63a5\u8fd1\u9884\u6d4b\u4ef74526.43\uff0cRSI\u5904\u4e8e32.2\u7684\u8d85\u5356\u533a\u57df\u4f46\u672a\u51fa\u73b0\u5f3a\u529b\u53cd\u5f39\uff0cMACD\u6b63\u503c1.25\u663e\u793a\u52a8\u80fd\u504f\u591a\u4f46\u5f3a\u5ea6\u6709\u9650\u3002\u5173\u952e\u89c2\u5bdf\u4f4d\u4e3a\u4e0b\u65b9\u652f\u64914494\u548c\u4e0a\u65b9\u963b\u529b4535\uff0c\u7a81\u7834\u4efb\u4e00\u65b9\u5411\u9700\u6210\u4ea4\u91cf\u914d\u5408\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4524.9600 (-0.00% 1\u65e5, -0.10% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "32.2", "MACD": "1.2533", "ATR": "8.9343", "\u6ce2\u52a8\u7387": "1.83%"}, "support_levels": [4494.36, 4504.56, 4514.76], "resistance_levels": [4535.16, 4545.36], "timestamp": "2025-12-27T03:45:01.911692"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary FVG: Bullish FVG Retest", "mfh_slope": 0.016206474298849218, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 04:00:47.420599
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284492-4544\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MTF\u663e\u793aH1\u548cH4\u5468\u671f\u5b58\u572885%\u5f3a\u5ea6\u7684\u770b\u7a7a\u4fe1\u53f7\uff0c\u4ef7\u683c\u4f4d\u4e8e\u4f9b\u5e94\u533a\u57df\uff0c\u4f46MFH\u7b56\u7565\u5448\u73b00.0147\u7684\u4e0a\u5347\u659c\u7387\uff0cIFVG\u663e\u793a\u5f53\u524d\u5b58\u5728\u672a\u7f13\u89e3\u7684\u770b\u7a7a\u533a\u57df\uff084528.62-4526.71\uff09\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4523.87\u4e0e\u5f53\u524d\u4ef7\u683c4523.58\u57fa\u672c\u6301\u5e73\uff0cRSI\u5904\u4e8e35.1\u7684\u8d85\u5356\u8fb9\u7f18\uff0c\u6ce2\u52a8\u73871.83%\u663e\u793a\u4f4e\u6ce2\u52a8\u73af\u5883\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u9996\u5148\u6d4b\u8bd5\u4e0b\u65b9\u652f\u64914513.38\uff0c\u82e5\u8dcc\u7834\u5219\u770b\u54114503.18\uff0c\u4e0a\u65b9\u963b\u529b\u5173\u6ce84533.78\u533a\u57df\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). In Supply Zone", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4523.5800 (+0.00% 1\u65e5, -0.16% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "35.1", "MACD": "0.8164", "ATR": "8.9193", "\u6ce2\u52a8\u7387": "1.83%"}, "support_levels": [4492.98, 4503.18, 4513.38], "resistance_levels": [4533.78, 4543.98], "timestamp": "2025-12-27T04:00:02.468520"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.014667287067396166, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 04:15:41.293463
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57284502-4543\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MFH\u7b56\u7565\u663e\u793a\u8f7b\u5fae\u4e70\u5165\u4fe1\u53f7\uff08\u659c\u73870.0117\uff09\uff0c\u4f46MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793a\u4e0d\u4e00\u81f4\uff08H1\u548cH4\u5468\u671f\u4e3a\u8d1f\u5411\uff0c\u5f53\u524d\u5468\u671f\u4e3a\u6b63\u5411\uff09\uff0c\u8fd9\u79cd\u5206\u6b67\u9650\u5236\u4e86\u8d8b\u52bf\u53d1\u5c55\u7a7a\u95f4\u3002SMC\u7ed3\u6784\u867d\u663e\u793a\u770b\u6da8\u60c5\u7eea\uff08BOS\uff09\uff0c\u4f46\u5b9e\u9645\u4fe1\u53f7\u4e3a\u4e2d\u6027\uff0c\u4e14IFVG\u663e\u793a\u591a\u4e2aFVG\u533a\u57df\u5df2\u88ab\u586b\u8865\uff0c\u8868\u660e\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4529.33\u4e0e\u5f53\u524d\u4ef7\u683c4532.75\u63a5\u8fd1\uff0c\u8fdb\u4e00\u6b65\u652f\u6301\u533a\u95f4\u9707\u8361\u89c2\u70b9\u3002\u82e5\u8dcc\u7834\u652f\u64914502.15\uff0c\u53ef\u80fd\u4e0b\u63a24480\uff1b\u82e5\u7a81\u7834\u963b\u529b4542.95\uff0c\u53ef\u80fd\u6d4b\u8bd54560\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4532.7500 (+0.00% 1\u65e5, -0.02% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "47.0", "MACD": "1.8449", "ATR": "8.8471", "\u6ce2\u52a8\u7387": "1.84%"}, "support_levels": [4502.15, 4512.35, 4522.55], "resistance_levels": [4542.95], "timestamp": "2025-12-27T04:15:02.588137"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.011652504068568255, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 04:30:59.487330
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284492-4543\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u7b56\u7565\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u56de\u6d4b\u4fe1\u53f7\uff084526.71\uff09\uff0c\u4f46MTF\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\u663e\u793aH1\u548cH4\u5468\u671f\u5b58\u5728\u5f3a\u70c8\u770b\u8dcc\u538b\u529b\uff08\u5f3a\u5ea685%\uff09\uff0c\u4ef7\u683c\u76ee\u524d\u5904\u4e8e\u4f9b\u5e94\u533a\u57df\u3002IFVG\u663e\u793a\u591a\u4e2a\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u5df2\u88ab\u586b\u8865\uff0c\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u52a8\u80fd\u3002\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074526.51\u4e0e\u5f53\u524d\u4ef7\u683c4523.33\u63a5\u8fd1\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\uff0c\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002\u5173\u952e\u963b\u529b\u4f4d4533.53\u548c4543.73\u5c06\u9650\u5236\u4e0a\u884c\u7a7a\u95f4\uff0c\u800c\u652f\u6491\u4f4d4492.73-4513.13\u533a\u95f4\u5c06\u63d0\u4f9b\u4e0b\u884c\u7f13\u51b2\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). In Supply Zone", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4523.3300 (-0.01% 1\u65e5, -0.14% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "47.6", "MACD": "0.7423", "ATR": "8.9857", "\u6ce2\u52a8\u7387": "1.85%"}, "support_levels": [4492.73, 4502.93, 4513.13], "resistance_levels": [4533.53, 4543.73], "timestamp": "2025-12-27T04:30:02.018265"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Secondary OB: Bullish Order Block Retest", "mfh_slope": 0.01174297460942093, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 04:46:09.225199
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284499-4540\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u6280\u672f\u4f9d\u636e\u5305\u62ec\uff1aMFH\u7b56\u7565\u663e\u793a\u8f7b\u5fae\u4e70\u5165\u4fe1\u53f7\uff08\u659c\u73870.0094\uff09\u4f46\u52a8\u91cf\u6709\u9650\uff1bMTF\u663e\u793a\u591a\u65f6\u95f4\u5468\u671f\u4e0d\u4e00\u81f4\uff08H1/H4\u770b\u8dcc\u800c\u5f53\u524d\u5468\u671f\u770b\u6da8\uff09\uff1bIFVG\u663e\u793a\u591a\u4e2a\u8ba2\u5355\u5757\u5df2\u88ab\u6d88\u5316\uff0c\u5f53\u524d\u6709\u6548\u963b\u529b\u57284538-4540\u533a\u57df\uff1b\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u68074527.77\u4e0e\u5f53\u524d\u4ef74530.43\u63a5\u8fd1\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\uff1bSMC\u867d\u663e\u793a\u770b\u6da8\u7ed3\u6784\u4f46\u4fe1\u53f7\u4e2d\u6027\u3002\u5173\u952e\u963b\u529b\u5173\u6ce84540.63\uff08\u9ad8\u7ea7\u6280\u672f\u5206\u6790\u963b\u529b\uff09\u548c4538.99\uff08\u672a\u6d88\u5316IFVG\u718a\u5e02\u533a\u57df\uff09\uff0c\u652f\u6491\u805a\u71264520.23\uff08\u8fd1\u671f\u6446\u52a8\u4f4e\u70b9\uff09\u548c4499.83\uff08\u5f3a\u652f\u6491\uff09\u3002\u82e5\u7a81\u78344540\u53ef\u80fd\u6d4b\u8bd54550\uff0c\u8dcc\u78344499\u5219\u4e0b\u770b4480\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4530.4300 (+0.00% 1\u65e5, +0.12% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "60.9", "MACD": "1.4417", "ATR": "8.7621", "\u6ce2\u52a8\u7387": "1.86%"}, "support_levels": [4499.83, 4510.03, 4520.23], "resistance_levels": [4540.63], "timestamp": "2025-12-27T04:45:02.026672"}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.009395658619766442, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 05:00:58.234126
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9ec4\u91d1\u57281-3\u5929\u5185\u9884\u8ba1\u5448\u73b0\u9707\u8361\u504f\u591a\u683c\u5c40\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u4e00\u81f4\u6027\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u770b\u6da8\u4fe1\u53f7\uff0c\u5f3a\u5ea670%\uff0c\u8868\u660e\u4e2d\u671f\u52a8\u80fd\u504f\u5f3a\uff1bMFH\u591a\u5468\u671f\u9884\u6d4b\u4fe1\u53f7\u4e3a\u4e70\u5165\uff0c\u659c\u73870.0087\u786e\u8ba4\u4e0a\u5347\u52a8\u91cf\u3002\u5f53\u524d\u4ef7\u683c4531.48\u7565\u9ad8\u4e8e\u9884\u6d4b\u5747\u8861\u4ef74530.52\uff0c\u4e14EMA\u5feb\u7ebf4528.54\u5df2\u4e0a\u7a7f\u6162\u7ebf4526.88\u5f62\u6210\u91d1\u53c9\u3002IFVG\u663e\u793a\u8fd1\u671f\u5b58\u5728\u591a\u4e2a\u5df2\u88ab\u6d88\u5316\u7684\u770b\u6da8\u7f3a\u53e3\uff0c\u800c\u552f\u4e00\u672a\u6d88\u5316\u7684\u770b\u8dcc\u7f3a\u53e3\u4f4d\u4e8e4538.99-4537.36\u533a\u95f4\u5c06\u6784\u6210\u5173\u952e\u963b\u529b\u3002\u7ed3\u5408RSI 63.4\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\u4f46\u672a\u8d85\u4e70\uff0c\u9884\u8ba1\u4ef7\u683c\u5c06\u57284522-4540\u533a\u95f4\u9707\u8361\u4e0a\u884c\uff0c\u9996\u8981\u76ee\u6807\u4f4d4540.92\u963b\u529b\u4f4d\uff0c\u7a81\u7834\u540e\u6709\u671b\u6d4b\u8bd54550\u5fc3\u7406\u5173\u53e3\u3002\u98ce\u9669\u70b9\u5728\u4e8eMACD\u52a8\u80fd1.65\u76f8\u5bf9\u6e29\u548c\u4e14ATR\u6ce2\u52a8\u73878.57\u663e\u793a\u5e02\u573a\u6d3b\u8dc3\u5ea6\u6709\u9650\uff0c\u53ef\u80fd\u9650\u5236\u5355\u8fb9\u884c\u60c5\u53d1\u5c55\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4531.4800 (+0.01% 1\u65e5, +0.17% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "63.4", "MACD": "1.6516", "ATR": "8.5750", "\u6ce2\u52a8\u7387": "1.85%"}, "support_levels": [4503.16, 4512.6, 4522.04], "resistance_levels": [4540.92], "timestamp": "2025-12-27T05:00:01.790223"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.008710891453021133, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 05:15:50.109526
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284502-4546\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u663e\u793a4525.54\u5b58\u5728\u770b\u8dcc\u8ba2\u5355\u5757\u56de\u6d4b\u4fe1\u53f7\uff0cMFH\u867d\u7136\u7ed9\u51fa\u4e70\u5165\u4fe1\u53f7\u4f46\u659c\u7387\u4ec5\u4e3a0.00895\u8868\u660e\u4e0a\u5347\u52a8\u80fd\u6709\u9650\uff0cMTF\u5206\u6790\u663e\u793a\u5c3d\u7ba1\u8f83\u9ad8\u65f6\u95f4\u6846\u67b6\u504f\u591a\u4f46\u5f53\u524d\u5904\u4e8e\u4f9b\u5e94\u533a\u57df\u5b58\u5728\u98ce\u9669\u3002IFVG\u663e\u793a\u591a\u4e2a\u4ef7\u503c\u7f3a\u53e3\u5df2\u88ab\u586b\u8865\uff0c\u4ec5\u52694538.99-4537.36\u7684\u770b\u8dcc\u7f3a\u53e3\u672a\u88ab\u586b\u8865\u53ef\u80fd\u5f62\u6210\u77ed\u671f\u963b\u529b\u3002\u7ed3\u5408\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b4529.16\u4e0e\u5f53\u524d\u4ef7\u683c4528.78\u57fa\u672c\u6301\u5e73\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u4e3a0\uff0c\u9884\u8ba1\u5e02\u573a\u5c06\u7ee7\u7eed\u5728\u5f53\u524d\u533a\u95f4\u5185\u9707\u8361\uff0c\u5efa\u8bae\u91c7\u53d6\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u57284502-4511\u652f\u6491\u533a\u57df\u5bfb\u627e\u4e70\u5165\u673a\u4f1a\uff0c\u57284537-4546\u963b\u529b\u533a\u57df\u5bfb\u627e\u5356\u51fa\u673a\u4f1a\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bullish MTF but in Supply Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4528.7800 (+0.01% 1\u65e5, -0.09% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u6301\u6709", "confidence": 0.0, "risk_level": "\u4f4e", "key_indicators": {"RSI": "58.8", "MACD": "1.3683", "ATR": "8.0857", "\u6ce2\u52a8\u7387": "1.86%"}, "support_levels": [4502.884, 4511.516, 4520.148], "resistance_levels": [4537.412, 4546.044], "timestamp": "2025-12-27T05:15:01.639713"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": 0.008952363087171223, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 05:30:48.583572
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "sell", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929GOLD\u5c06\u57284506-4548\u533a\u95f4\u5185\u9707\u8361\u504f\u591a\u8fd0\u884c\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793aH1\u548cH4\u7ea7\u522b\u5747\u5448\u73b0\u770b\u6da8\u4fe1\u53f7\uff0c\u5f3a\u5ea670%\uff0c\u8868\u660e\u4e2d\u671f\u8d8b\u52bf\u504f\u5411\u79ef\u6781\uff1bMFH\u591a\u5468\u671f\u9884\u6d4b\u4fe1\u53f7\u4e3a\u4e70\u5165\uff0c\u659c\u73870.0075\u663e\u793a\u5fae\u5f31\u4e0a\u5347\u52a8\u80fd\uff1b\u4f46SMC\u8ba2\u5355\u5757\u7b56\u7565\u68c0\u6d4b\u52304525.54\u5b58\u5728\u770b\u8dcc\u8ba2\u5355\u5757\u91cd\u6d4b\u4fe1\u53f7\uff0c\u5f62\u6210\u4e0a\u65b9\u538b\u529b\u3002\u5f53\u524d\u4ef7\u683c4531.49\u4f4d\u4e8e\u5feb\u901fEMA(4529.04)\u548c\u6162\u901fEMA(4527.35)\u4e4b\u4e0a\uff0cRSI(62.3)\u5904\u4e8e\u4e2d\u6027\u504f\u591a\u533a\u57df\uff0cMACD(1.6932)\u7ef4\u6301\u6b63\u503c\u3002\u5173\u952e\u963b\u529b\u4f4d4539.8\u82e5\u88ab\u6709\u6548\u7a81\u7834\uff0c\u53ef\u80fd\u6d4b\u8bd54548.1\uff1b\u4e0b\u65b94523.2\u652f\u6491\u4f4d\u82e5\u5931\u5b88\uff0c\u5c06\u6d4b\u8bd54514.85\u4e3b\u8981\u652f\u6491\u3002\u5efa\u8bae\u91c7\u7528\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u5728\u652f\u6491\u4f4d\u9644\u8fd1\u9022\u4f4e\u505a\u591a\uff0c\u963b\u529b\u4f4d\u9644\u8fd1\u83b7\u5229\u4e86\u7ed3\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4531.4900 (+0.00% 1\u65e5, +0.18% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "62.3", "MACD": "1.6932", "ATR": "7.9514", "\u6ce2\u52a8\u7387": "1.86%"}, "support_levels": [4506.536, 4514.854, 4523.172], "resistance_levels": [4539.808, 4548.126], "timestamp": "2025-12-27T05:30:01.972885"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": 0.0074993819095718565, "ifvg_reason": "N/A"}


timestamp: 2025-12-27 05:46:04.714969
symbol: GOLD
timeframe: M15
signal: neutral
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.0, "crt": 1.0, "price_equation": 0.8, "tf_visual": 0.9, "advanced_tech": 0.85, "matrix_ml": 0.7, "smc": 1.0, "mfh": 0.75, "mtf": 0.9, "ifvg": 1.2, "rvgi_cci": 0.95}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "sell", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1GOLD\u5728\u672a\u67651-3\u5929\u5185\u5c06\u57284508-4548\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002MTF\u591a\u65f6\u95f4\u5468\u671f\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u770b\u6da8\u4fe1\u53f7\uff0c\u5f3a\u5ea670%\uff0c\u4f46SMC\u7b56\u7565\u68c0\u6d4b\u52304525.54\u5b58\u5728\u770b\u8dcc\u8ba2\u5355\u5757\u91cd\u6d4b\u4fe1\u53f7\uff0c\u5f62\u6210\u591a\u7a7a\u62c9\u952f\u3002IFVG\u663e\u793a\u5f53\u524d\u5b58\u5728\u672a\u7f13\u89e3\u7684\u770b\u8dcc\u533a\u57df4538.99-4537.36\uff0c\u800c\u4ef7\u683c\u65b9\u7a0b\u9884\u6d4b\u76ee\u6807\u4f4d4531.70\u4e0e\u5f53\u524d\u4ef7\u683c4532.47\u57fa\u672c\u6301\u5e73\u3002RSI\u5904\u4e8e62.1\u4e2d\u6027\u504f\u5f3a\u533a\u57df\uff0cMACD\u5fae\u5f31\u6b63\u503c1.8841\uff0c\u6ce2\u52a8\u73871.85%\u663e\u793a\u4f4e\u6ce2\u52a8\u73af\u5883\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u9996\u5148\u6d4b\u8bd5\u963b\u529b\u4f4d4540.29\uff0c\u82e5\u7a81\u7834\u5219\u4e0a\u770b4548.13\uff1b\u82e5\u53d7\u963b\u56de\u843d\u5c06\u6d4b\u8bd5\u652f\u6491\u4f4d4524.64\uff0c\u5173\u952e\u652f\u6491\u57284516.81\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4532.4700 (+0.01% 1\u65e5, +0.05% 5\u65e5)", "market_regime": "\u9707\u8361\u5e02\u573a", "regime_analysis": "\u5e02\u573a\u5904\u4e8e\u9707\u8361\u72b6\u6001\uff0c\u9002\u5408\u533a\u95f4\u4ea4\u6613\u7b56\u7565", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4f4e", "key_indicators": {"RSI": "62.1", "MACD": "1.8841", "ATR": "7.7043", "\u6ce2\u52a8\u7387": "1.85%"}, "support_levels": [4508.986, 4516.814, 4524.642], "resistance_levels": [4540.298, 4548.126], "timestamp": "2025-12-27T05:45:02.800917"}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB (Neutral): Bearish Order Block Retest", "mfh_slope": 0.0074844390934395485, "ifvg_reason": "N/A"}


timestamp: 2025-12-28 23:51:29.557374
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "neutral", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u5f53\u524d\u4ef7\u683c4534.3\u4f4d\u4e8e\u5173\u952e\u963b\u529b\u533a4537.29\u4e0b\u65b9\uff0c\u5b58\u5728\u770b\u8dccFVG\u7f3a\u53e3\u5f85\u56de\u8865\u3002MTF\u591a\u5468\u671f\u663e\u793a\u5f3a\u52bf\u770b\u6da8\u4fe1\u53f7\uff08\u5f3a\u5ea670%\uff09\uff0c\u4f46SMC\u8ba2\u5355\u5757\u4fe1\u53f7\u4e2d\u6027\uff0cIFVG\u591a\u4e2a\u533a\u57df\u5df2\u88ab\u6d88\u5316\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u6d4b\u8bd54537.29\u963b\u529b\uff0c\u82e5\u7a81\u7834\u5219\u770b\u54114549.96\uff1b\u82e5\u53d7\u963b\u5219\u56de\u843d\u81f34526.47\u652f\u6491\u3002\u9707\u8361\u533a\u95f44510-4550\u4e3a\u4e3b\u57fa\u8c03\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4534.3000", "market_regime": "\u9707\u8361\u5e02\u573a", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "63.3", "MACD": "2.0301"}, "support_levels": [4510.816, 4518.644, 4526.472], "resistance_levels": [4542.128, 4549.956]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.0, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 00:07:20.025651
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "neutral", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u5f53\u524d\u4ef7\u683c4534.3\u4f4d\u4e8e\u6ea2\u4ef7\u533a(4502.67-4550.26)\u4e2d\u90e8\uff0c\u9762\u4e344537.29-4533.9\u770b\u8dccFVG\u538b\u529b\u3002MTF\u663e\u793aH1+H4\u5468\u671f\u770b\u6da8(\u5f3a\u5ea670%)\uff0c\u4f46M15\u4e2d\u6027\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284510-4550\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344537.29\u5219\u4e0a\u770b4549.96\uff0c\u82e5\u8dcc\u78344526.47\u5219\u4e0b\u770b4518.64\u3002\u5173\u952e\u89e6\u53d1\u70b9\uff1aFVG\u586b\u8865\u4e0eMTF\u65b9\u5411\u786e\u8ba4\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4534.3000", "market_regime": "\u9707\u8361\u5e02\u573a", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "63.3", "MACD": "2.0301"}, "support_levels": [4510.816, 4518.644, 4526.472], "resistance_levels": [4542.128, 4549.956]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.0, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 07:05:59.637773
symbol: GOLD
timeframe: M15
signal: limit_buy
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "buy", "qwen": "limit_buy", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "buy", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f3a", "prediction": "\u57fa\u4e8e\u591a\u5468\u671f\u4e00\u81f4\u6027\u770b\u6da8\u4fe1\u53f7(MTF\u5f3a\u5ea670)\u3001IFVG\u770b\u6da8\u53cd\u8f6c(\u5f3a\u5ea680)\u548cMFH\u6b63\u5411\u659c\u7387\uff0c\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u6d4b\u8bd54549.204\u963b\u529b\u4f4d\u3002\u5173\u952e\u903b\u8f91\uff1a\u5f53\u524d\u4ef7\u683c4541.69\u4f4d\u4e8e\u6ea2\u4ef7\u533a\uff0c\u4f46IFVG\u663e\u793a\u591a\u4e2a\u770b\u6da8\u53cd\u8f6c\u533a\u57df\u5df2\u88ab\u6fc0\u6d3b\uff0c\u7279\u522b\u662fbull_299\u533a\u57df(4541.6-4534.52)\u63d0\u4f9b\u652f\u6491\u3002\u82e5\u7a81\u78344549.204\uff0c\u4e0b\u4e00\u76ee\u6807\u4f4d4560\u9644\u8fd1\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bullish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4541.6900", "market_regime": "\u9707\u8361\u5e02\u573a", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "61.1", "MACD": "2.8167"}, "support_levels": [4519.148, 4526.662, 4534.176], "resistance_levels": [4549.204]}, "matrix_ml_raw": 0.0, "smc_structure": "Risk-On", "smc_reason": "Sentiment: Risk-On (FVG)", "mfh_slope": 0.07405039871862207, "ifvg_reason": "IFVG Bullish Inversion"}


timestamp: 2025-12-29 07:16:17.274796
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "sell", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284511-4548\u533a\u95f4\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c4533.29\u5904\u4e8e\u6298\u4ef7\u533a\u4e0a\u6cbf\uff0cSMC\u663e\u793a\u770b\u8dcc\u8ba2\u5355\u5757\u91cd\u6d4b\u4fe1\u53f7\uff0c\u4f46\u591a\u65f6\u95f4\u6846\u67b6\u663e\u793a\u4e2d\u6027\u3002\u4ef7\u683c\u53ef\u80fd\u5148\u6d4b\u8bd5\u4e0b\u65b9\u652f\u64914511-4525\u533a\u57df\uff0c\u968f\u540e\u53cd\u5f39\u6d4b\u8bd54540-4548\u963b\u529b\u533a\u3002\u5173\u952e\u7a81\u7834\u4f4d\u57284548\u4e0a\u65b9\uff08\u770b\u6da8\uff09\u62164511\u4e0b\u65b9\uff08\u770b\u8dcc\uff09\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:1, H4:1, Curr:-1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4533.2900", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "52.7", "MACD": "2.2344"}, "support_levels": [4511.021, 4518.444, 4525.867], "resistance_levels": [4540.713, 4548.136]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB: Bearish OB Retest", "mfh_slope": -0.20291178654982966, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 07:31:08.404675
symbol: GOLD
timeframe: M15
signal: limit_sell
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "sell", "qwen": "limit_sell", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4535.94\u4f4d\u4e8e\u718a\u5e02FVG\u533a\u95f4\u9876\u90e8(4537.29-4533.9)\uff0c\u8be5FVG\u5df2\u88ab\u6807\u8bb0\u4e3a\u586b\u8865\u5b8c\u6210\u3002BOS\u7b56\u7565\u663e\u793a\u6d41\u52a8\u6027\u626b\u8361\u5356\u51fa\u4fe1\u53f7\uff0c\u7ed3\u5408MFH\u7684\u8d1f\u659c\u7387(-0.24)\u9884\u793a\u77ed\u671f\u4e0b\u884c\u538b\u529b\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u6d4b\u8bd5\u4e0b\u65b9\u652f\u64914528.62\uff08OB\u8f6c\u6362\u4f4d\uff09\uff0c\u82e5\u8dcc\u7834\u5219\u770b\u54114521.3\u3002\u4f46\u591a\u5468\u671f\u4e2d\u6027\u4fe1\u53f7\u9650\u5236\u4e0b\u884c\u7a7a\u95f4\uff0c1-3\u5929\u5185\u53ef\u80fd\u7ef4\u63014528-4543\u533a\u95f4\u9707\u8361\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:1, Curr:0)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4535.9400", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "52.5", "MACD": "2.6360"}, "support_levels": [4513.98, 4521.3, 4528.62], "resistance_levels": [4543.26]}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.24297773763684974, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 07:47:32.979033
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "buy", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8eSMC\u7ed3\u6784\u5206\u6790\uff0c\u5f53\u524d\u5e02\u573a\u5904\u4e8e\u770b\u6da8\u7a81\u7834\u7ed3\u6784(BOS)\u4f46\u591a\u65f6\u95f4\u5468\u671f\u4fe1\u53f7\u4e0d\u4e00\u81f4\u3002\u4ef7\u683c4532.25\u4f4d\u4e8e\u5173\u952eFVG\u533a\u95f4(4532.25-4532.35)\u4e0b\u6cbf\uff0c\u82e5\u7a81\u78344532.35\u5c06\u6d4b\u8bd5\u963b\u529b4539.55\u3002MFH\u7b56\u7565\u663e\u793a\u4e0b\u964d\u659c\u7387(-0.86)\u4e0eSMC\u770b\u6da8\u60c5\u7eea\u5f62\u6210\u77db\u76fe\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284510-4547\u533a\u95f4\u9707\u8361\uff0c\u91cd\u70b9\u5173\u6ce84532.35\u7a81\u7834\u60c5\u51b5\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:1, Curr:0)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4532.2500", "market_regime": "\u9707\u8361\u5e02\u573a", "recommendation": "\u4e70\u5165", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "52.7", "MACD": "2.2345"}, "support_levels": [4510.338, 4517.642, 4524.946], "resistance_levels": [4539.554, 4546.858]}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": -0.8643436643908189, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 08:03:32.070640
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8e\u5f53\u524d4524.6\u4ef7\u683c\u5904\u4e8e\u6298\u4ef7\u533a\uff0cSMC\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284526.71\u9644\u8fd1\u91cd\u6d4b\uff0c\u4f46MTF\u5f3a\u70c8\u770b\u8dcc\u4fe1\u53f7\u4e0eH1+H4\u5468\u671f\u4f9b\u5e94\u533a\u538b\u529b\u5f62\u6210\u77db\u76fe\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284502.67-4550.26\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344528.62\u963b\u529b\u53ef\u80fd\u6d4b\u8bd54531.9\uff0c\u8dcc\u78344520.16\u652f\u6491\u5219\u4e0b\u770b4502.69\u3002MFH\u659c\u73870.114\u663e\u793a\u5fae\u5f31\u4e0a\u884c\u503e\u5411\uff0c\u4f46IFVG\u6d3b\u8dc3\u533a\u57df\u663e\u793a\u591a\u7a7a\u62c9\u952f\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). In Supply Zone", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4524.6000", "market_regime": "\u9707\u8361\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "49.5", "MACD": "1.1840"}, "support_levels": [4502.688, 4509.992, 4517.296], "resistance_levels": [4531.904, 4539.208, 4546.512]}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.11432958186729833, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 08:17:26.311219
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u5f53\u524d\u4ef7\u683c4523.92\u5904\u4e8e\u6298\u4ef7\u533a(4502.67-4550.26)\uff0cSMC\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284526.71\u9644\u8fd1\u91cd\u6d4b\uff0c\u540c\u65f6\u5b58\u5728\u770b\u6da8FVG(4523.92-4525.55)\u3002\u4f46MTF\u663e\u793aH1\u548cH4\u5468\u671f\u65b9\u5411\u4e0e\u5f53\u524dM15\u5468\u671f\u5b58\u5728\u5206\u6b67\uff0cCCI(-114.8)\u663e\u793a\u8d85\u5356\u72b6\u6001\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284502-4538\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344531\u963b\u529b\u53ef\u80fd\u6d4b\u8bd54545\uff0c\u8dcc\u78344516\u652f\u6491\u53ef\u80fd\u6d4b\u8bd54502\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4523.9200", "market_regime": "\u9707\u8361\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "50.3", "MACD": "0.5801"}, "support_levels": [4502.206, 4509.444, 4516.682], "resistance_levels": [4531.158, 4538.396, 4545.634]}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "Sentiment: Bullish (BOS)", "mfh_slope": 0.15927411913982725, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 08:31:12.797279
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u5e02\u573a", "prediction": "\u57fa\u4e8eSMC\u7b56\u7565\u8bc6\u522b\u5230\u770b\u6da8FVG\u533a\u95f4(4487.08-4514.28)\u548c\u6d41\u52a8\u6027\u626b\u8361\u4fe1\u53f7\uff0c\u4f46MTF\u591a\u5468\u671f\u663e\u793a\u5f3a\u770b\u8dcc\u538b\u529b\u4e14\u5f53\u524d\u4ef7\u683c\u5904\u4e8e\u6298\u4ef7\u533a\u3002RSI\u8d85\u5356(20.3)\u6697\u793a\u77ed\u671f\u53cd\u5f39\u53ef\u80fd\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u57284479-4514\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344514.28\u5219\u53ef\u80fd\u6d4b\u8bd54530\u963b\u529b\uff0c\u8dcc\u78344479.93\u5219\u4e0b\u770b4450\u3002\u5173\u952e\u89c2\u5bdfFVG\u56de\u586b\u884c\u4e3a\u548c\u8ba2\u5355\u5757\u53cd\u5e94\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). In Supply Zone", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4487.0800", "market_regime": "\u9707\u8361\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.2, "risk_level": "\u4e2d", "key_indicators": {"RSI": "20.3", "MACD": "-5.0643"}, "support_levels": [4479.929], "resistance_levels": [4494.231, 4501.382, 4508.533]}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "SMC BOS (Sweep): BOS Buy (Liquidity Sweep)", "mfh_slope": -0.6034293504704964, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 08:46:12.187862
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "buy", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284473-4513\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c4489.49\u4f4d\u4e8e\u6298\u4ef7\u533a\u5e95\u90e8\uff0cRSI\u663e\u793a\u8d85\u5356\u72b6\u6001(25.8)\uff0c\u5b58\u5728\u6280\u672f\u6027\u53cd\u5f39\u9700\u6c42\u3002\u4f46MTF\u548cMFH\u663e\u793a\u5927\u5468\u671f\u4ecd\u4e3a\u770b\u8dcc\u8d8b\u52bf\uff0c\u53cd\u5f39\u7a7a\u95f4\u53d7\u9650\u3002\u5173\u952e\u89c2\u5bdf4486.86-4489.72\u7684FVG\u533a\u57df\uff0c\u82e5\u80fd\u6709\u6548\u7a81\u78344497.32\u963b\u529b\uff0c\u53ef\u80fd\u6d4b\u8bd54505-4513\u533a\u57df\uff1b\u82e5\u8dcc\u78344481.66\u652f\u6491\uff0c\u5c06\u6d4b\u8bd54473.83\u4f4e\u70b9\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). In Supply Zone", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4489.4900", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.2, "risk_level": "\u4e2d", "key_indicators": {"RSI": "25.8", "MACD": "-6.7728"}, "support_levels": [4473.828, 4481.659], "resistance_levels": [4497.321, 4505.152, 4512.983]}, "matrix_ml_raw": 0.0, "smc_structure": "Bullish", "smc_reason": "SMC BOS (Sweep): BOS Buy (Liquidity Sweep)", "mfh_slope": -0.31659673518388065, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 09:03:01.296504
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "neutral", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284476-4515\u533a\u95f4\u9707\u8361\u3002\u5f53\u524d\u4ef7\u683c4499.73\u4f4d\u4e8eFVG\u533a\u95f4(4486.02-4504.8)\u4e0a\u6cbf\uff0c\u5b58\u5728\u54114486\u56de\u8865\u7f3a\u53e3\u7684\u538b\u529b\u3002MTF\u663e\u793aH1\u5468\u671f\u4e70\u76d8\u652f\u6491\u4f46H4\u5468\u671f\u538b\u5236\uff0c\u591a\u5468\u671f\u4e0d\u4e00\u81f4\u9650\u5236\u8d8b\u52bf\u53d1\u5c55\u3002\u5173\u952e\u89c2\u5bdf\u4f4d\uff1a\u5411\u4e0a\u7a81\u78344515.39\u786e\u8ba4\u53cd\u5f39\uff0c\u8dcc\u78344476.24\u5c06\u6d4b\u8bd5\u66f4\u6df1\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4499.7300", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.2, "risk_level": "\u4e2d", "key_indicators": {"RSI": "29.2", "MACD": "-6.9024"}, "support_levels": [4476.237, 4484.068, 4491.899], "resistance_levels": [4507.561, 4515.392, 4523.223]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.0006934814432134127, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 09:16:07.447452
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "sell", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4512.62\u6b63\u5904\u4e8e\u770b\u6da8FVG\u533a\u95f4(4503.08-4514.28)\u5185\uff0c\u4e14\u63a5\u8fd1\u8ba2\u5355\u57574520.28\u3002MFH\u548cMTF\u663e\u793a\u5f31\u770b\u6da8\u4fe1\u53f7\uff0c\u4f46\u591a\u65f6\u95f4\u6846\u67b6\u4e00\u81f4\u6027\u4e0d\u8db3(H4\u5468\u671f\u4e3a\u8d1f)\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284489-4530\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344520.28\u8ba2\u5355\u5757\u53ef\u80fd\u6d4b\u8bd54530\u963b\u529b\uff0c\u8dcc\u78344506.39\u652f\u6491\u5219\u53ef\u80fd\u56de\u6d4b4496\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.6200", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u5356\u51fa", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "39.3", "MACD": "-5.6159"}, "support_levels": [4489.127, 4496.958, 4504.789], "resistance_levels": [4520.451, 4528.282, 4536.113]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.4244577917898527, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 09:30:58.136675
symbol: GOLD
timeframe: M15
signal: limit_buy
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "limit_buy", "crt": "neutral", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "sell", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4499.79\u4f4d\u4e8e\u6298\u4ef7\u533a\uff084471.95-4550.26\uff09\u4e14\u5b58\u5728\u770b\u6da8FVG\uff084486.02-4504.8\uff09\uff0c\u4ef7\u683c\u53ef\u80fd\u5411\u4e0a\u56de\u8865FVG\u81f34504.8\u3002\u4f46\u591a\u5468\u671f\uff08M15/H1/H4\uff09\u5747\u5448\u4e2d\u6027\uff0cMFH\u659c\u73871.21\u663e\u793a\u5fae\u5f31\u4e0a\u5347\u52a8\u80fd\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u57284476-4515\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344515\u5219\u4e0a\u770b4530\uff08IFVG\u963b\u529b\u533a\uff09\uff0c\u8dcc\u78344476\u5219\u4e0b\u63a24450\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4499.7900", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u5356\u51fa", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "34.9", "MACD": "-7.1389"}, "support_levels": [4476.297, 4484.128, 4491.959], "resistance_levels": [4507.621, 4515.452, 4523.283]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 1.2115582909822318, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 09:46:00.250680
symbol: GOLD
timeframe: M15
signal: limit_sell
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "sell", "qwen": "limit_sell", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "sell", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4501.49\u5904\u4e8e\u6298\u4ef7\u533a\uff084471.95-4550.26\uff09\uff0c\u5b58\u5728\u770b\u6da8FVG\u7f3a\u53e3\uff084486.02-4504.8\uff09\u63d0\u4f9b\u77ed\u671f\u652f\u6491\u3002\u4f46MFH\u659c\u7387-0.0386\u548cMTF\u5f31\u5356\u51fa\u4fe1\u53f7\u663e\u793a\u4e0b\u884c\u538b\u529b\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u57284485-4517\u533a\u95f4\u9707\u8361\u504f\u5f31\uff0c\u82e5\u8dcc\u78344486\u652f\u6491\u53ef\u80fd\u4e0b\u63a24478\u3002\u5173\u952e\u770bFVG\u7f3a\u53e3\u80fd\u5426\u5b88\u4f4f\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4501.4900", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u5356\u51fa", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "34.1", "MACD": "-7.2017"}, "support_levels": [4477.997, 4485.828, 4493.659], "resistance_levels": [4509.321, 4517.152, 4524.983]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.03862060372784237, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 10:03:36.729787
symbol: GOLD
timeframe: M15
signal: sell
source: Hybrid
details:
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timestamp: 2025-12-29 10:16:25.860821
symbol: GOLD
timeframe: M15
signal: sell
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "sell", "qwen": "sell", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "sell", "matrix_ml": "neutral", "smc": "neutral", "mfh": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4507.01\u6b63\u5904\u4e8e\u770b\u8dcc\u8ba2\u5355\u5757(OB)4492.07\u7684\u91cd\u65b0\u6d4b\u8bd5\u533a\u57df\uff0c\u540c\u65f6\u5b58\u5728\u770b\u8dccFVG\u7f3a\u53e3(4507.01-4506.6)\u7684\u56de\u8865\u538b\u529b\u3002MFH\u7b56\u7565\u663e\u793a\u660e\u786e\u7684\u5356\u51fa\u4fe1\u53f7(\u659c\u7387-0.24)\uff0c\u7ed3\u5408RSI 37.1\u7684\u8d85\u5356\u4f46\u672a\u6781\u7aef\u72b6\u6001\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd5\u4e3b\u8981\u652f\u64914483.52\u533a\u57df\u3002\u82e5\u8dcc\u7834\u8be5\u652f\u6491\uff0c\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0b\u63a2\u81f3\u6298\u4ef7\u533a\u4f4e\u70b94471.95\u3002\u5173\u952e\u963b\u529b\u4f4d\u4e8e4514.84\uff0c\u9700\u89c2\u5bdf\u80fd\u5426\u7a81\u78344522.67\u4ee5\u626d\u8f6c\u77ed\u671f\u5f31\u52bf\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bearish MTF but in Demand Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4507.0100", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u5356\u51fa", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "37.1", "MACD": "-6.6789"}, "support_levels": [4483.517, 4491.348, 4499.179], "resistance_levels": [4514.841, 4522.672, 4530.503]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.23670528161960142, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 10:33:42.752734
symbol: GOLD
timeframe: M15
signal: close
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "sell", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u5f53\u524d\u4ef7\u683c4512.94\u5904\u4e8e\u5173\u952eFVG\u533a\u57df\uff084514.28-4503.08\uff09\u9876\u90e8\uff0cMFH\u548cMTF\u663e\u793a\u5f31\u4e70\u5165\u4fe1\u53f7\u4f46\u8d8b\u52bf\u5f3a\u5ea6\u4e0d\u8db3\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284503-4520\u533a\u95f4\u9707\u8361\uff0c\u82e5\u8dcc\u78344503\u652f\u6491\u53ef\u80fd\u4e0b\u63a24489\uff0c\u7a81\u78344520\u5219\u53ef\u80fd\u6d4b\u8bd54530\u963b\u529b\u3002\u5173\u952e\u89c2\u5bdfFVG\u56de\u8865\u60c5\u51b5\u548cOB\u533a\u57df\u53cd\u5e94\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.9400", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u5356\u51fa", "confidence": 0.4, "risk_level": "\u4e2d", "key_indicators": {"RSI": "40.7", "MACD": "-5.4604"}, "support_levels": [4489.447, 4497.278, 4505.109], "resistance_levels": [4520.771, 4528.602, 4536.433]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.12567972443212239, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 10:49:56.246046
symbol: GOLD
timeframe: M15
signal: hold
source: Hybrid
details:
{"source": "LLM_Centric", "weights": {"deepseek": 1.0, "qwen": 1.2, "crt": 0.8, "price_equation": 0.6, "tf_visual": 0.5, "advanced_tech": 0.7, "matrix_ml": 0.9, "smc": 1.1, "mfh": 0.8, "mtf": 0.8, "ifvg": 0.7, "rvgi_cci": 0.6}, "signals": {"deepseek": "neutral", "qwen": "neutral", "crt": "neutral", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "buy", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4512.35\u4f4d\u4e8e4514.28-4503.08\u7684\u770b\u6da8FVG\u533a\u95f4\u5185\uff0c\u8be5\u7f3a\u53e3\u5df2\u88ab\u90e8\u5206\u56de\u8865\u3002MFH\u663e\u793a\u6b63\u5411\u659c\u73870.234\uff0c\u4f46MTF\u4ec5H1\u5468\u671f\u5bf9\u9f50\uff08\u5f3a\u5ea650%\uff09\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284488-4535\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344520\u963b\u529b\u53ef\u80fd\u6d4b\u8bd54535\uff0c\u8dcc\u78344504\u652f\u6491\u5219\u4e0b\u770b4496\u3002\u5173\u952e\u89e6\u53d1\u70b9\u4e3aFVG\u5e95\u90e84503.08\u7684\u9632\u5b88\u60c5\u51b5\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.3500", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "39.2", "MACD": "-4.9130"}, "support_levels": [4488.857, 4496.688, 4504.519], "resistance_levels": [4520.181, 4528.012, 4535.843]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.2344807041443246, "ifvg_reason": "N/A"}


