# signals

timestamp: 2025-12-29 11:02:10.208776
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", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4512.54\u6b63\u5904\u4e8e\u770b\u6da8FVG\u533a\u95f4(4514.28-4503.08)\u5185\uff0c\u8be5\u7f3a\u53e3\u5df2\u88ab\u90e8\u5206\u56de\u8865\u3002MTF\u663e\u793aH4\u5468\u671f\u5b58\u5728\u5f31\u770b\u6da8\u4fe1\u53f7\uff0c\u4f46\u591a\u65f6\u95f4\u6846\u67b6\u8d8b\u52bf\u5747\u4e3a\u4e2d\u6027\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284503-4520\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u82e5\u7a81\u78344514.28\u5219\u53ef\u80fd\u6d4b\u8bd54520.37\u963b\u529b\uff0c\u8dcc\u78344503.08\u5c06\u4e0b\u63a24496.88\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.5400", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "40.7", "MACD": "-4.3318"}, "support_levels": [4489.047, 4496.878, 4504.709], "resistance_levels": [4520.371, 4528.202, 4536.033]}, "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 11:15:59.728728
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": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u5f53\u524d\u4ef7\u683c4515.1\u5904\u4e8e\u9707\u8361\u533a\u95f4\u4e2d\u8f68\uff0c\u591a\u5934FVG\u533a\u95f44518.16-4512.32\u63d0\u4f9b\u77ed\u671f\u652f\u6491\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284491-4538\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\uff0c\u9700\u5173\u6ce84522.93\u963b\u529b\u4f4d\u7684\u7a81\u7834\u60c5\u51b5\u3002\u82e5\u7a81\u7834\u5219\u53ef\u80fd\u6d4b\u8bd54530-4538\u533a\u57df\uff0c\u82e5\u8dcc\u78344507\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a24499-4491\u533a\u57df\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Sell (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4515.1000", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "44.3", "MACD": "-3.4534"}, "support_levels": [4491.607, 4499.438, 4507.269], "resistance_levels": [4522.931, 4530.762, 4538.593]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.09539313839651763, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 11:30:53.725199
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": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284489-4536\u533a\u95f4\u9707\u8361\u504f\u5f31\u3002\u5f53\u524d\u4ef7\u683c4512.75\u4f4d\u4e8eFVG\u533a\u95f4\uff084503.08-4514.28\uff09\u4e0a\u6cbf\uff0c\u5b58\u5728\u56de\u8865\u7f3a\u53e3\u538b\u529b\u3002MFH\u663e\u793a\u4e0b\u964d\u659c\u7387-0.89\uff0c\u4f46SMC\u7684\u770b\u6da8FVG\u548c\u4ef7\u683c\u65b9\u7a0b\u7684\u4e70\u5165\u4fe1\u53f7\u5f62\u6210\u77db\u76fe\u3002\u5173\u952e\u89c2\u5bdf\u80fd\u5426\u7a81\u78344520\u963b\u529b\uff0c\u82e5\u5931\u8d25\u53ef\u80fd\u6d4b\u8bd54504\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bullish MTF but in Supply Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.7500", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "44.6", "MACD": "-3.2354"}, "support_levels": [4489.257, 4497.088, 4504.919], "resistance_levels": [4520.581, 4528.412, 4536.243]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.8869433774799982, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 11:48:32.481303
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": "hold", "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\u683c4516.42\u4f4d\u4e8e\u770b\u8dccFVG\u533a\u95f4(4517.83-4515.17)\u5185\uff0c\u5b58\u5728\u5411\u4e0b\u586b\u8865\u7f3a\u53e3\u7684\u538b\u529b\u3002MFH\u7b56\u7565\u663e\u793a\u660e\u786e\u7684\u5356\u51fa\u4fe1\u53f7(\u659c\u7387-1.62)\uff0c\u7ed3\u5408RSI\u8d85\u4e70(70.9)\u548cMACD\u8d1f\u503c(-2.35)\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd5\u4e3b\u8981\u652f\u6491\u4f4d4508.59-4500.76\u533a\u95f4\u3002\u82e5\u8dcc\u78344500\u5173\u53e3\uff0c\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0b\u63a24492.93\u652f\u6491\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "Bullish MTF but in Supply Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4516.4200", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "70.9", "MACD": "-2.3502"}, "support_levels": [4492.927, 4500.758, 4508.589], "resistance_levels": [4524.251, 4532.082, 4539.913]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -1.6219256776261395, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 12:04:25.950930
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": "neutral", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284490-4535\u533a\u95f4\u9707\u8361\u6574\u7406\u3002\u6280\u672f\u903b\u8f91\uff1a\u5f53\u524d\u4ef7\u683c4514.94\u5904\u4e8eSMC\u8bc6\u522b\u7684\u770b\u6da8FVG\u533a\u95f4\uff084518.16-4512.32\uff09\u4e0b\u6cbf\uff0c\u4f46\u591a\u65f6\u95f4\u5468\u671f\u4fe1\u53f7\u4e0d\u4e00\u81f4\uff08H1/H4\u770b\u6da8vs\u5f53\u524d\u5468\u671f\u770b\u8dcc\uff09\u3002RSI 68.3\u663e\u793a\u63a5\u8fd1\u8d85\u4e70\u4f46\u672a\u7a81\u7834\uff0cMACD\u8d1f\u503c\u8868\u660e\u52a8\u80fd\u504f\u5f31\u3002\u5173\u952e\u89c2\u5bdf4522.77\u963b\u529b\u4f4d\u7a81\u7834\u60c5\u51b5\uff0c\u82e5\u672a\u80fd\u6709\u6548\u7a81\u7834\u53ef\u80fd\u56de\u6d4b4507.11\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: 4514.9400", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "68.3", "MACD": "-1.9866"}, "support_levels": [4491.447, 4499.278, 4507.109], "resistance_levels": [4522.771, 4530.602, 4538.433]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.00035753577795810676, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 12:16:02.590340
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": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4514.85\u4f4d\u4e8e\u770b\u6da8FVG\uff084512.32-4518.16\uff09\u5185\u90e8\uff0c\u5b58\u5728\u5411\u4e0a\u6d4b\u8bd5\u963b\u529b\u4f4d\u7684\u52a8\u80fd\u3002\u4f46MFH\u663e\u793a\u8d1f\u659c\u7387(-0.124)\u4e14MTF\u591a\u5468\u671f\u9519\u914d(H1/H4\u770b\u6da8vs\u5f53\u524d\u5468\u671f\u770b\u8dcc)\uff0c\u9884\u8ba1\u5c06\u57284507-4530\u533a\u95f4\u9707\u8361\u3002\u5173\u952e\u89c2\u5bdf4522.68\u963b\u529b\u7a81\u7834\u60c5\u51b5\uff0c\u82e5\u7a81\u7834\u53ef\u80fd\u6d4b\u8bd54530-4538\u533a\u57df\uff1b\u82e5\u8dcc\u78344507\u652f\u6491\u5219\u53ef\u80fd\u56de\u8e294499-4491\u533a\u95f4\u30021-3\u5929\u5185\u504f\u5411\u533a\u95f4\u9707\u8361\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u8f83\u5f31(RSI 64.3\u663e\u793a\u8f7b\u5fae\u8d85\u4e70\u4f46\u672a\u6781\u7aef)\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:1, H4:1, Curr:-1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4514.8500", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "64.3", "MACD": "-1.6838"}, "support_levels": [4491.357, 4499.188, 4507.019], "resistance_levels": [4522.681, 4530.512, 4538.343]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.12437696565127648, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 12:31:16.981997
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": "sell", "mtf": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u4ef7\u683c\u5c06\u57284506-4521\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002SMC\u663e\u793a\u5f53\u524d\u5904\u4e8e\u6ea2\u4ef7\u533a\uff084471.95-4550.26\uff09\uff0cFVG\u7f3a\u53e3\uff084503.08-4514.28\uff09\u5df2\u88ab\u586b\u8865\uff0c\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u52a8\u80fd\u3002MFH\u7684\u8d1f\u659c\u7387\uff08-0.15\uff09\u6697\u793a\u77ed\u671f\u504f\u7a7a\uff0c\u4f46MTF\u591a\u5468\u671f\u4e0d\u4e00\u81f4\uff08H1:-1, H4:1\uff09\u9650\u5236\u8d8b\u52bf\u53d1\u5c55\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u5728\u652f\u64914490\u548c\u963b\u529b4537\u4e4b\u95f4\u9707\u8361\uff0c\u9700\u7b49\u5f85\u5e02\u573a\u7ed3\u6784\u7a81\u7834\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:1, Curr:0)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4514.0400", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "52.0", "MACD": "-1.5387"}, "support_levels": [4490.547, 4498.378, 4506.209], "resistance_levels": [4521.871, 4529.702, 4537.533]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.14989109632675898, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 12:47:21.907118
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": "sell", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u5f53\u524d\u4ef7\u683c4515.52\u5904\u4e8e\u6ea2\u4ef7\u533a\uff0c\u9762\u4e34\u591a\u91cd\u6280\u672f\u56e0\u7d20\u5f71\u54cd\u3002SMC\u663e\u793a\u770b\u6da8\u8ba2\u5355\u5757\u57284515.95\u9644\u8fd1\u91cd\u6d4b\uff0c\u4f46\u4e0a\u65b94517.83-4515.17\u5b58\u5728\u770b\u8dccFVG\u538b\u5236\u3002MFH(-0.01\u659c\u7387)\u663e\u793a\u8f7b\u5fae\u770b\u8dcc\u503e\u5411\uff0c\u800cMTF\u663e\u793a\u5f31\u770b\u6da8(H4\u5468\u671f\u5bf9\u9f50)\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284492-4539\u533a\u95f4\u9707\u8361\uff0c\u91cd\u70b9\u5173\u6ce84523\u963b\u529b\u7a81\u7834\u60c5\u51b5\u3002\u82e5\u7a81\u78344523\u5219\u4e0a\u770b4531-4539\uff0c\u82e5\u8dcc\u78344507\u5219\u4e0b\u770b4499-4492\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H4 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4515.5200", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "71.7", "MACD": "-1.1476"}, "support_levels": [4492.027, 4499.858, 4507.689], "resistance_levels": [4523.351, 4531.182, 4539.013]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.01015434369799792, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 13:17:00.029782
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": "hold", "matrix_ml": "neutral", "smc": "sell", "mfh": "neutral", "mtf": "buy", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u57284491-4538\u533a\u95f4\u9707\u8361\u504f\u5f31\u3002\u5f53\u524d\u4ef7\u683c4514.65\u5904\u4e8eSMC\u8bc6\u522b\u7684\u770b\u8dcc\u8ba2\u5355\u5757(OB)4513.13\u9644\u8fd1\uff0c\u4e14RSI\u8d85\u4e70(77.9)\u589e\u52a0\u56de\u8c03\u538b\u529b\u3002\u82e5\u8dcc\u78344506.819\u652f\u6491\uff0c\u53ef\u80fd\u6d4b\u8bd54491.157\uff1b\u4e0a\u65b9\u9700\u7a81\u78344530.312\u624d\u80fd\u626d\u8f6c\u5f31\u52bf\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Weak Buy (H1 aligned only)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4514.6500", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "77.9", "MACD": "-0.8651"}, "support_levels": [4491.157, 4498.988, 4506.819], "resistance_levels": [4522.481, 4530.312, 4538.143]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "SMC OB: Bearish OB Retest", "mfh_slope": 0.0, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 13:34:17.845367
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\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4512.51\u6b63\u5904\u4e8e\u770b\u6da8\u8ba2\u5355\u5757(OB)4515.95\u7684\u91cd\u65b0\u6d4b\u8bd5\u533a\u57df\uff0c\u540c\u65f6\u770b\u6da8FVG(4514.28-4503.08)\u5df2\u88ab\u586b\u8865\u3002MTF\u663e\u793aH1\u548cH4\u5468\u671f\u5747\u5448\u73b0\u770b\u8dcc\u7ed3\u6784\uff0c\u4f46MFH\u7b56\u7565\u7ed9\u51fa\u770b\u6da8\u4fe1\u53f7\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57284489-4536\u533a\u95f4\u5185\u9707\u8361\uff0c\u82e5\u7a81\u78344520.28\u963b\u529b\u53ef\u80fd\u6d4b\u8bd54536\uff0c\u82e5\u8dcc\u78344503.08\u652f\u6491\u53ef\u80fd\u6d4b\u8bd54489\u3002\u5173\u952e\u89c2\u5bdf\u70b9\u4f4d\uff1a\u4e0a\u65b94520.28\uff08\u53cd\u8f6c\u963b\u529b\uff09\uff0c\u4e0b\u65b94503.08\uff08FVG\u652f\u6491\uff09\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4512.5100", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "61.8", "MACD": "-0.9618"}, "support_levels": [4489.017, 4496.848, 4504.679], "resistance_levels": [4520.341, 4528.172, 4536.003]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.1595780350639634, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 13:46:01.482389
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": "neutral", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u4ef7\u683c\u53ef\u80fd\u57284515-4525\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c4516.79\u4f4d\u4e8e\u770b\u8dccFVG\uff084517.83-4515.17\uff09\u5e95\u90e8\u9644\u8fd1\uff0c\u5b58\u5728\u5411\u4e0b\u56de\u8865\u7f3a\u53e3\u7684\u538b\u529b\u3002MFH\u7b56\u7565\u663e\u793a\u4e70\u5165\u4fe1\u53f7\uff08\u659c\u73870.414\uff09\uff0c\u4f46MTF\u663e\u793a\u591a\u5468\u671f\u4e0d\u4e00\u81f4\uff08H1\u548cH4\u4e3a\u8d1f\u5411\uff0c\u5f53\u524d\u4e3a\u6b63\uff09\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u57284493-4530\u533a\u95f4\u5185\u6ce2\u52a8\uff0c\u91cd\u70b9\u5173\u6ce84520\u963b\u529b\u7a81\u7834\u60c5\u51b5\u3002", "crt_reason": "\u6570\u636e\u4e0d\u8db3", "mtf_reason": "MTF Misaligned (H1:-1, H4:-1, Curr:1)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4516.7900", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "61.2", "MACD": "-0.3951"}, "support_levels": [4493.297, 4501.128, 4508.959], "resistance_levels": [4524.621, 4532.452, 4540.283]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.4143921599600556, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 13:54:10.632685
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": "sell", "qwen": "neutral", "crt": "sell", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "neutral", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4516.22\u5904\u4e8e\u6ea2\u4ef7\u533a\uff0c\u9762\u4e344517.83-4515.17\u7684\u770b\u8dccFVG\u538b\u529b\u3002MTF\u663e\u793aH1+H4\u5468\u671f\u5f3a\u70c8\u770b\u8dcc\uff0c\u4f46CRT\u548c\u4ef7\u683c\u65b9\u7a0b\u5448\u4e2d\u6027\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u6d4b\u8bd54507.38\u652f\u6491\uff0c\u82e5\u8dcc\u7834\u5219\u770b\u54114500.56\uff1b\u963b\u529b\u4f4d4519.16\u4e3a\u5173\u952e\u7a81\u7834\u70b9\u3002\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u8d8b\u52bf\u52a8\u80fd\uff0c\u5927\u6982\u7387\u57284507-4520\u533a\u95f4\u9707\u8361\u6574\u7406\u3002", "crt_reason": "Bearish Range (Price in Premium)", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4516.2200", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.1, "risk_level": "\u4e2d", "key_indicators": {"RSI": "59.8", "MACD": "-0.4406"}, "support_levels": [4492.727, 4500.558, 4508.389], "resistance_levels": [4524.051, 4531.882, 4539.713]}, "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 14:46:15.481178
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": "sell", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "neutral", "mtf": "sell", "ifvg": "hold", "rvgi_cci": "hold"}, "market_state": "\u4e0b\u964d\u8d8b\u52bf", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4487.03\u5904\u4e8e\u6298\u4ef7\u533a\uff084471.95-4546.37\uff09\uff0cRSI\u8d85\u5356\uff0817.95\uff09\u663e\u793a\u77ed\u671f\u53cd\u5f39\u53ef\u80fd\u3002\u4f46MTF\u591a\u5468\u671f\u4e00\u81f4\u6027\u663e\u793aH1+H4\u5f3a\u770b\u8dcc\uff0cIFVG\u663e\u793a\u591a\u4e2a\u672a\u7f13\u89e3\u7684\u770b\u8dcc\u533a\u57df\uff084512.04-4510.56, 4500.13-4497.66\uff09\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u6d4b\u8bd5\u5173\u952e\u652f\u64914479.2\uff0c\u82e5\u8dcc\u7834\u5219\u4e0b\u770b4460\u533a\u57df\uff1b\u53cd\u5f39\u9700\u7a81\u78344502.69\u963b\u529b\u786e\u8ba4\u53cd\u8f6c\u3002", "crt_reason": "Bearish Range (Price in Discount)", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4487.0300", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.2, "risk_level": "\u4e2d", "key_indicators": {"RSI": "18.0", "MACD": "-4.7478"}, "support_levels": [4479.199], "resistance_levels": [4494.861, 4502.692, 4510.523]}, "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 14:47:25.090903
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": "sell", "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": "\u4e0b\u964d\u8d8b\u52bf", "prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c4482.98\u4f4d\u4e8e\u6298\u4ef7\u533a(4471.95-4546.37)\uff0c\u5b58\u5728\u770b\u8dccFVG\u7f3a\u53e3(4487.91-4481.73)\u4e14\u6b63\u5728\u56de\u8865\u3002MTF\u591a\u5468\u671f(H1+H4)\u663e\u793a\u5f3a\u70c8\u770b\u8dcc\u4fe1\u53f7\uff0cMFH\u659c\u7387-0.55\u786e\u8ba4\u4e0b\u884c\u8d8b\u52bf\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u6d4b\u8bd5\u4e3b\u8981\u652f\u64914475.15\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0b\u63a2\u81f34450\u533a\u57df\u3002\u5173\u952e\u963b\u529b\u4f4d\u4e8e4490.81-4506.47\u533a\u95f4\u3002", "crt_reason": "Bearish Range (Price in Discount)", "mtf_reason": "MTF Strong Bearish (H1+H4). ", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4482.9800", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.2, "risk_level": "\u4e2d", "key_indicators": {"RSI": "17.4", "MACD": "-6.1866"}, "support_levels": [4475.149], "resistance_levels": [4490.811, 4498.642, 4506.473]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": -0.5486976962653587, "ifvg_reason": "N/A"}


timestamp: 2025-12-29 14:52:42.839164
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": "sell", "price_equation": "buy", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "neutral", "mtf": "neutral", "ifvg": "sell", "rvgi_cci": "hold"}, "market_state": "\u9ad8\u6ce2\u52a8\u9707\u8361", "prediction": "\u5f53\u524d\u4ef7\u683c4478.54\u5904\u4e8e\u6298\u4ef7\u533a(4471.95-4546.37)\uff0cRSI\u8d85\u5356(15.8)\u663e\u793a\u77ed\u671f\u53cd\u5f39\u53ef\u80fd\u3002IFVG\u7b56\u7565\u663e\u793a80\u5f3a\u5ea6\u5356\u51fa\u4fe1\u53f7\uff0c\u4f46\u5b58\u5728\u770b\u8dccFVG\u7f3a\u53e3(4484.04-4478.47)\u56de\u8865\u9700\u6c42\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284471-4502\u533a\u95f4\u9707\u8361\uff0c\u82e5\u7a81\u78344486\u963b\u529b\u53ef\u80fd\u6d4b\u8bd54502\uff0c\u8dcc\u78344471\u652f\u6491\u5219\u4e0b\u770b4450\u3002\u5173\u952e\u89c2\u5bdfFVG\u7f3a\u53e3\u56de\u8865\u60c5\u51b5\u548c\u6d41\u52a8\u6027\u626b\u8361\u70b94507.38\u7684\u53cd\u5e94\u3002", "crt_reason": "Bearish Range (Price in Discount)", "mtf_reason": "Bearish MTF but in Demand Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4478.5400", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.2, "risk_level": "\u4e2d", "key_indicators": {"RSI": "15.8", "MACD": "-6.5408"}, "support_levels": [4471.95], "resistance_levels": [4486.371, 4494.202, 4502.033]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.0, "ifvg_reason": "IFVG Bearish Inversion, IFVG Bearish Inversion"}


timestamp: 2025-12-29 14:59:05.055620
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": "sell", "price_equation": "neutral", "tf_visual": "neutral", "advanced_tech": "hold", "matrix_ml": "neutral", "smc": "neutral", "mfh": "neutral", "mtf": "neutral", "ifvg": "sell", "rvgi_cci": "hold"}, "market_state": "\u9707\u8361\u504f\u5f31", "prediction": "\u4ef7\u683c\u5f53\u524d\u5904\u4e8e\u6298\u4ef7\u533a(4471.95-4546.37)\uff0c\u77ed\u671f\u53ef\u80fd\u6d4b\u8bd54471.95\u652f\u6491\u4f4d\u3002IFVG\u663e\u793a\u591a\u4e2a\u770b\u8dcc\u53cd\u8f6c\u533a\u57df\u6d3b\u8dc3\uff0c\u4f46SMC\u68c0\u6d4b\u52304472.26-4472.67\u7684\u770b\u6da8FVG\u7f3a\u53e3\u586b\u8865\u673a\u4f1a\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57284471.95-4488.29\u533a\u95f4\u9707\u8361\uff0c\u82e5\u8dcc\u78344471.95\u5219\u53ef\u80fd\u4e0b\u63a24450\u533a\u57df\u3002\u5173\u952e\u89e6\u53d1\u70b9\uff1a\u7a81\u78344488.29\u786e\u8ba4\u77ed\u671f\u53cd\u5f39\uff0c\u8dcc\u78344471.95\u52a0\u901f\u4e0b\u884c\u3002", "crt_reason": "Bearish Range (Price in Discount)", "mtf_reason": "Bearish MTF but in Demand Zone (Risk)", "adv_summary": {"summary": "\u5f53\u524d\u4ef7\u683c: 4472.6300", "market_regime": "\u8d8b\u52bf\u5e02\u573a", "recommendation": "\u6301\u6709", "confidence": 0.2, "risk_level": "\u4e2d", "key_indicators": {"RSI": "14.2", "MACD": "-7.0122"}, "support_levels": [4471.95], "resistance_levels": [4480.461, 4488.292, 4496.123]}, "matrix_ml_raw": 0.0, "smc_structure": "Neutral", "smc_reason": "Sentiment: Neutral (OB)", "mfh_slope": 0.0, "ifvg_reason": "IFVG Bearish Inversion, IFVG Bearish Inversion"}


