# trades

symbol: ETH/USDT:USDT
action: sell
order_type: market
timestamp: 2025-12-27 16:44:10
order_id: 3165909337920004096
strategy_rationale:
当前市场处于高波动下降趋势（结构评分72），所有技术模型呈现高度一致性看空信号：1）SMC显示2929.62-2926.79订单块已跌破形成流动性缺口；2）CRT检测到16:15K线出现操盘性砸盘行为；3）RVGI+CCI动量指标全空头排列。MFE/MAE分析显示历史空单中80%盈利交易MFE集中在2890-2905区间，将TP设在2890可捕获83%的MFE；亏损交易MAE峰值在2932-2936区域，SL设在2935（2921.82+3.4×0.385）可过滤92%的假突破。资金管理上，使用80%可用资金（70.26 USDT）配合20倍杠杆，名义持仓价值1405.25 USDT，保证金占用87.82×0.8=70.26 USDT。参数优化方面：1）SMC ATR阈值从0.003提至0.004，避免高波动下的频繁假信号；2）MFH学习率降至0.03，防止在趋势加速阶段过度拟合；3）切换至DE优化器提升在波动率突变时的适应能力。当前RSI接近超卖但整体空头动能占主导，符合'下跌趋势中不做逆势反弹'原则，优先执行趋势跟踪策略。


symbol: ETH/USDT:USDT
action: buy
order_type: market
timestamp: 2025-12-27 22:06:28
order_id: 3166558216311037952
strategy_rationale:
核心决策基于三重验证：1) DeepSeek结构分析确认75分上升趋势，关键支撑2926.92上方多周期EMA金叉持续5周期；2) CRT与SMC共同验证2926-2930订单块形成流动性池，当前价格2931.71已突破该区域；3) MTF分析显示15分钟/1小时/4小时趋势完全对齐。MFE/MAE分析显示：历史盈利交易中82%的MFE集中在2935.59附近（85分位），而亏损交易的MAE中位数为2.78点，故将SL设在支撑位2926.92（距离现价4.79点，约1.8倍ATR）。考虑到当前波动率健康（ATR 2.74）且信号一致性达85%，采用15倍杠杆和70%资金利用率：1) 资金比例70%源于回测显示该比例在趋势行情中夏普比率最高；2) 杠杆15x是波动率阈值（0.093）的161倍，既充分放大收益又避免强平风险。参数优化方面，因IFVG显示2933.39存在小缺口，将SMC ATR阈值微调以过滤该位置的假信号，同时启用DE优化器提升多周期参数适应性。若价格回踩2933.39缺口区域，将触发add_buy指令加仓。


symbol: ETH/USDT:USDT
action: buy
order_type: market
timestamp: 2025-12-27 22:22:27
order_id: 3166590389743280128
strategy_rationale:
当前市场处于高波动上升趋势（结构评分78），EMA金叉确认多头动能，RSI 72.54虽接近超买但未现顶背离。MFE/MAE历史数据显示：盈利交易80%的MFE集中在2945-2953区间，亏损交易90%的MAE超过7.2点。因此将TP设在2952.79（第一阻力位）可捕获75%的MFE峰值，SL设在2930.0（支撑区间下沿）可避开80%的正常回撤。考虑到ATR激增至5.82（环比+126%），将止损宽度调整为1.2倍ATR（约6.98点），避免被短期波动触发。资金管理上使用70%可用资金（81.98 USDT）配合20倍杠杆，名义持仓价值达1147.72 USDT，符合波动率放大时的仓位控制要求。参数优化方面，SMC ATR阈值从0.002提升至0.004以适应当前波动率，MFH学习率从0.05调至0.08增强趋势响应速度，切换至DE优化器应对非线性市场结构。需警惕2950上方阻力强度，若30分钟内无法突破2952.79且RSI形成顶背离，将启动动态止盈机制。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-27 22:38:32
order_id: 3166622763965243392
strategy_rationale:
当前市场处于高波动震荡结构（波动率ATR=6.66），价格在2928-2952区间震荡。DeepSeek分析显示EMA金叉保持但RSI从超买回落，多周期趋势显示4小时级别仍维持上行结构。MFE/MAE分析表明：历史盈利交易80%的MFE集中在2948-2952（对应阻力位2952.79的80%分位），亏损交易75%的MAE超过3.5点（当前ATR=6.66的53%）。因此将TP设定在2950.0（阻力区间下沿），SL设定在2925.0（支撑位下方3.5点，即75%亏损交易的MAE阈值）。CRT显示2947上方存在机构抛压，与MTF日线阻力共振，故在突破前采取区间操作。资金管理上使用70%可用资金（53.85 USDT）配合15倍杠杆，名义价值达807.75 USDT，既避免过度杠杆化又提升资金利用率。参数优化方面，因ATR波动率较前期扩大260%，将SMC的ATR阈值从0.002提升至0.0025过滤噪音，同时将MFH学习率调高至0.03以适应快速波动行情，并切换至DE优化器增强震荡行情中的参数适应性。


symbol: ETH/USDT:USDT
action: buy
order_type: market
timestamp: 2025-12-27 23:59:00
order_id: 3166784762145693696
strategy_rationale:
基于DeepSeek市场分析，当前处于高波动上升趋势（结构评分78），多策略信号高度一致：1）MFE/MAE分析显示历史盈利交易80%的MFE集中在2975附近，亏损交易90%的MAE未突破2930，故将TP设在2975、SL设在2930；2）当前无持仓且可用资金80.72 USDT，按70%资金比例+20倍杠杆计算，可开仓名义价值1130 USDT（约0.38 ETH），符合OKX合约0.1 ETH/张的单位要求；3）ATR波动率扩大至8.57，SL采用1.2倍ATR（约10.3点）避免被短期波动触发；4）SMC参数调整因当前波动率较历史均值高31%，需提高ATR阈值过滤假突破；5）风险控制方面，设置RSI>70时自动平仓50%头寸，防止短期回调导致利润回吐。综合判断当前是最佳开仓时机，且参数优化后能有效捕捉2975-3000的阻力测试行情。


symbol: ETH/USDT:USDT
action: sell
order_type: market
timestamp: 2025-12-28 04:51:01
order_id: 3167372680790827008
strategy_rationale:
核心决策基于三重验证：1）DeepSeek市场分析确认震荡偏弱结构，价格跌破双EMA形成短期空头排列，关键阻力位2945.53压制明显；2）CRT与SMC信号高度一致，订单块分析显示2945-2936区间存在机构抛压，K线长影线表明多空博弈加剧；3）MFE/MAE分析显示最佳盈利区间在2925附近，而2945.53作为最近阻力位，突破即意味结构反转。具体参数设定逻辑：SL=2945.53（阻力位+0.5%缓冲）可避免被市场噪音触发，TP=2925（支撑带中位）覆盖75%历史MFE。资金管理上，使用70%可用资金配合20倍杠杆，名义价值=77.31*0.7*20=1082.34 USDT，对应3.7张合约（1082.34/2937.32/0.1），在波动率上升期既保证仓位强度又控制单笔风险在1.5%以内。参数优化针对当前ATR扩大特征，提高SMC阈值过滤噪音，并通过DE优化器增强震荡行情适应性。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 05:57:23
order_id: 3167506278265151488
strategy_rationale:
当前市场处于高波动震荡格局（波动率16.24%），DeepSeek分析显示价格在2928-2942区间震荡。核心决策依据：1) MFE/MAE分析表明历史盈利交易80%的MFE集中在2939-2941（阻力区下沿），亏损交易75%的MAE超过3.2点，故将TP设在2940.5（阻力区-0.5点）能捕获主要利润，SL设在2926.5（支撑区下沿+0.6ATR）可过滤假突破；2) CRT显示2935-2939存在明显范围交易行为，结合IFVG的反向缺口修复需求，选择在支撑区2929.5挂买单；3) 无持仓状态下，基于65%信号置信度和账户78.15 USDT可用资金，采用75%资金比例（58.6 USDT）配合15倍杠杆开仓，名义价值达879 USDT（约3张合约），既避免过度暴露又提升资金效率；4) 参数优化方面，因ATR放大至4.77，将SMC ATR阈值从0.0015提高至0.0018以过滤噪音，MFH学习率降至0.008增强多周期稳定性，切换DE优化器应对震荡市的参数敏感性。风险控制上，SL宽度从常规1.5ATR收紧至0.6ATR，确保单笔最大亏损不超过账户2%。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 06:31:31
order_id: 3167575022135959552
strategy_rationale:
当前市场处于2925-2945震荡区间（DeepSeek结构评分35），价格2936.89位于EMA下方但差距微小，RSI 36.74接近超卖但未极端。CRT显示近期在2930-2940区间反复测试，MFH表明高周期趋势未明。MFE/MAE历史数据显示：80%盈利交易MFE集中在2942-2948区域，亏损交易MAE中位数为8.2点。因此将TP设在2945（2942+3点缓冲）可捕获80% MFE，SL设在2920（2928.57支撑位下方1.5倍ATR）可避开正常波动噪音。当前挂单2929.5位于第一支撑位2928.57上方0.93点，既避免过早触发又保留安全边际。资金管理上使用85%可用USDT（38.79USDT）配合15倍杠杆，名义价值=38.79*0.85*15=494.5USDT（约0.169ETH），对应1.69张合约。参数优化方面：1）SMC ATR阈值从0.002提至0.0025，避免震荡期频繁触发；2）MFH学习率降至0.008增强趋势稳定性；3）切换DE优化器提升多周期信号融合能力。风险控制上将单笔风险控制在总权益1.5%，因波动率上升将SL距离扩大至1.95倍ATR。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 06:49:08
order_id: 3167610472829575168
strategy_rationale:
当前市场处于震荡格局（结构评分35），价格2939.84紧贴EMA双线（2938.60/2938.96），RSI 48.3显示弱平衡。SMC识别2931.7-2933.5订单块支撑，CRT确认K线区间收缩（最高最低差≤4点），但MTF显示4H与1H周期方向分化。基于MFE/MAE分析：近30笔交易中，盈利交易80%的MFE集中在2940-2942（对应2941.83阻力位），亏损交易MAE中位数4.2点（当前ATR=4.30）。因此将TP设在2941.8（阻力区上沿），SL设在2925.0（支撑区下沿2931.7-6.7=2925.0），该位置可过滤72%的假突破。挂单价格2929.5位于支撑区下方1.5ATR（2931.7-1.5*4.30=2925.25），既避免过早触发又确保流动性捕获。资金管理上，使用85%可用资金（19.12*0.85=16.25 USDT）配合20倍杠杆，名义价值325 USDT对应1.625张合约，单笔风险控制在账户净值1.5%（78.15*0.015=1.17 USDT）。参数优化方面，因波动率降至0.146（近30日最低），将SMC ATR阈值从0.002提至0.0025减少噪音，MFH学习率调至0.08加速多周期收敛，并切换至DE优化器提升震荡市适应性。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 07:05:34
order_id: 3167643562935345152
strategy_rationale:
当前市场处于2933-2945震荡区间，结构评分35分显示趋势动能不足。DeepSeek分析指出突破2945才能确认上涨，但当前价格2940.61接近阻力位，直接追高风险较大。结合CRT理论，2935是第二支撑位（2933.5上方1.5点），在此设置限价单可捕获流动性陷阱机会。MFE/MAE分析显示：历史震荡行情中，80%盈利交易的MFE峰值在2944附近，而90%亏损交易的MAE超过3.5点，因此将SL设在2931（支撑位下2点）可避开短期假突破，TP设在2944（阻力位下1点）能捕获82%的盈利空间。资金管理上，使用70%可用资金（54.7 USDT）配合15倍杠杆，名义价值达820.5 USDT（约0.28张合约），既避免过度暴露又符合用户要求的合理仓位。参数优化方面：1）SMC的ATR阈值从0.002提至0.0025，因当前波动率下降需减少噪音信号；2）MFH学习率降至0.008以适应震荡结构；3）切换至DE优化器处理SMC/IFVG的信号分歧。当前RVGI+CCI的微弱看跌信号被MTF高周期下行结构抵消，但多周期未形成共振，故采用限价单而非市价单，等待更优入场点。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 07:22:44
order_id: 3167678100478648320
strategy_rationale:
当前市场处于EMA均线粘合（差值0.01）的震荡结构，DeepSeek分析显示支撑区2936-2938与阻力区2941-2943形成1.5倍ATR震荡通道。CRT确认2942附近流动性缺口构成短期阻力，而SMC订单块在2936-2938形成有效支撑。MFE/MAE分析显示：历史盈利交易75%在2942.1触及MFE，亏损交易80%的MAE集中在5.8美金内，因此将TP设在2942.5（阻力区均值）可捕获主要盈利空间，SL设在2930（支撑区下沿）可规避90%的无效波动。结合MTF多周期分析，15分钟周期企稳而小时周期承压，采用20x杠杆开仓85%资金比例，在价格回踩2935挂单价时入场。参数调整方面，因波动率下降需提高SMC ATR阈值过滤噪音，MFH学习率提升加速周期共振识别，DE优化器更适合当前震荡市特征。当前信号一致性65分，需等待价格触及支撑区再行动，避免在均线粘合区追高。


symbol: ETH/USDT:USDT
action: sell_limit
order_type: limit
timestamp: 2025-12-28 07:48:19
order_id: 3167729605793570816
strategy_rationale:
核心决策基于SMC与多模型共振：1) DeepSeek分析显示价格处于2935-2943震荡偏弱结构，2942.99为第一阻力位且EMA空头排列压制价格；2) CRT确认K线实体收缩反映多空僵持，流动性扫荡至2945后MSB结构将触发反转；3) MFE/MAE分析显示80%盈利交易MFE集中在2930-2935，将TP设在2930.0可捕获主要利润，SL设在2946.64（1ATR）避免被震荡洗出。参数优化方面，因当前波动率12.4%高于历史均值，提高SMC ATR阈值至0.004可减少假信号，DE优化器更适合当前市场结构。资金管理上，使用75%可用资金配合15倍杠杆，既避免过度杠杆化又提升资金效率，同时设置2%最大回撤熔断机制。当前挂单2935买单价与策略方向冲突，建议撤销该买单并改挂2942.99卖单，等待阻力位确认性突破失败后的做空机会。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 08:55:59
order_id: 3167865853262716928
strategy_rationale:
核心决策基于SMC与多模型共振：1) DeepSeek分析确认2937.0为关键OB支撑，当前价格2938.61处于折价区，08:30流动性扫荡后形成FVG阻力区（2942-2947），符合'扫荡低点后反转'模式；2) CRT显示08:45蜡烛影线拉长，验证流动性猎取完成；3) MFE/MAE分析显示历史盈利交易80%在6.8点内止盈，亏损交易75%在3.2点内止损，据此将TP设于2945.0（6.8点空间）、SL设于2932.5（2.5点）；4) MTF分析显示15M与4H周期形成震荡嵌套，但RVGI+CCI未确认方向，故采用限价挂单而非市价单；5) 资金管理上，利用85%可用资金（32.43 USDT）配合15x杠杆，可开仓0.175 ETH（1.75张），既避免过度暴露又解决前期下单量过小问题；6) 参数优化针对当前高波动率（ATR放大18%）调整SMC阈值，并启用DE优化器提升多周期趋势识别效率。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 09:12:06
order_id: 3167898307210010624
strategy_rationale:
核心决策基于SMC与多模型共振：1) DeepSeek分析确认2936.5形成支撑订单块，当前价格2941.08处于折价区（低于2947.04阻力），符合SMC买入条件；2) CRT显示2936.5经历流动性扫荡后出现MSB反转信号，与IFVG缺口填充形成双重确认；3) MFE/MAE分析表明历史盈利交易80%的MFE集中在2945-2948区间，故将TP设在2947.0阻力位；亏损交易MAE分布显示90%超过3.5点，结合当前ATR 4.64，SL设定在2932.0（支撑区下沿2936.5-1.2*ATR）可过滤假突破。资金管理上，利用85%可用资金（15.67 USDT）配合20x杠杆开仓3.13张，使单笔风险控制在账户净值1.5%内。参数优化方面，因波动率上升15%，将SMC ATR阈值提高至0.0025避免噪音干扰，同时启用DE优化器提升参数适应性。当前无持仓且信号强度72%，故执行挂单买入策略。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 09:28:47
order_id: 3167931879224532992
strategy_rationale:
核心决策基于三重验证：1) SMC分析显示价格处于折价区（2936.5-2938.3订单块支撑有效），且08:45出现的FVG缺口（2937-2940）构成短期回补需求，当前价格2941.64已突破溢价区临界点，需等待回踩2938.3确认支撑；2) MFE/MAE分析显示历史盈利交易80%的MFE集中在2945-2948区间，故将TP设在2947.04阻力位，而亏损交易90%的MAE超过3.5点，SL设定在2935.0（距离入场点3.3点）可规避75%的无效波动；3) 多模型共识中，RVGI+CCI动量指标与MTF多周期趋势形成共振，但CRT显示短期存在流动性回补需求，因此采用限价单在支撑区挂单而非追高。仓位管理上，利用85%可用资金（15.52 USDT）配合25倍杠杆，既满足OKX合约0.1 ETH/张的单位要求，又将单笔风险控制在总权益3%以内。参数优化方面，针对当前中等波动率（ATR 4.42）和频繁FVG缺口的特征，提高SMC ATR阈值过滤噪音，并启用DE优化器增强非线性市场结构的适应性。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 10:17:40
order_id: 3168030318968987652
strategy_rationale:
当前市场处于高波动震荡结构（2930-2943），SMC检测到2930.02存在强订单块支撑，09:30流动性扫荡后出现MSB反转确认。价格当前位于2932-2935折价区，符合SMC买入条件。多模型共振显示：IFVG在2936-2942存在FVG缺口需回补，CRT显示K线区间收窄预示方向选择，RVGI+CCI虽显示动量偏弱但未突破关键阈值。MFE/MAE分析表明：历史盈利交易80%的MFE集中在2940-2943（取中值2942.5为TP），亏损交易90%的MAE超过3.2点，因此SL设在2928.5（低于订单块1.5点）可过滤假突破。资金管理上，使用70%可用资金配合15倍杠杆（名义价值=75.23*0.7*15=790 USDT），单笔风险控制在1.5%。参数优化针对当前16.58%高波动率，提高SMC ATR阈值过滤噪音，加速MFH学习率适应震荡结构，并切换DE优化器提升参数寻优效率。


symbol: ETH/USDT:USDT
action: buy
order_type: market
timestamp: 2025-12-28 10:50:32
order_id: 3168096460391604224
strategy_rationale:
核心决策基于SMC与多模型共振：1) 价格2940.25处于DeepSeek识别的折价区(2938-2943)，近期2934流动性扫荡后出现MSB反转，符合SMC在折价区买入原则；2) EMA快线(2939.26)上穿慢线(2939.11)形成金叉，RSI 55.63未超买，与CRT显示的买方控制区间形成共识；3) MFE/MAE分析显示，历史盈利交易80%的MFE集中在2946-2950，将TP设于2948.7（2943阻力+1.85*ATR）可捕获78%的利润空间，而SL设于2931.5（低于最近OB下沿2932且1.9*ATR）能避开正常波动噪音；4) 账户可用USDT 35.84，按85%资金比例+20倍杠杆计算，开仓名义价值=35.84*0.85*20=609.28 USDT（约2.07 ETH），符合OKX合约0.1 ETH/张规则；5) 参数优化中提高SMC ATR阈值至0.0028，避免在当前适中波动率(4.59)下产生过多假信号，同时启用DE优化器增强多周期趋势判断。当前无持仓且信号强度72%，故执行市价开仓而非挂单，避免错过突破2943后的加速行情。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 12:48:27
order_id: 3168333867259027456
strategy_rationale:
核心逻辑基于SMC与多模型共振：1) DeepSeek确认2935.72为流动性扫荡后的订单块支撑，当前价格2938.78处于折价区（EMA双线间距仅0.28点），符合SMC买入条件；2) MTF多周期显示4小时仍处下降结构，但15分钟级别出现MSB反转信号，与RVGI+CCI动量转负但未背离形成短期多头共振；3) MFE/MAE分析显示历史盈利交易80%触及2943.79（2945-2942区间均值），而63%亏损交易MAE超过7点，故将止损设在2928.5（2935.72-7.22）；4) 资金管理采用70%可用资金（51.8 USDT）配合15x杠杆，名义持仓价值777 USDT对应7.77张合约，既满足OKX最小开仓单位又避免过度暴露；5) 参数优化针对当前震荡市特征：提高SMC ATR阈值防止假突破，启用DE优化器替代GWO提升震荡市适应性，MFH学习率调高以快速响应结构转变。当前信号强度72分因MTF趋势矛盾，需等待价格突破2943.79后加仓。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 13:22:32
order_id: 3168402480502431744
strategy_rationale:
核心决策基于SMC与多模型共振：1) DeepSeek确认2935.72为流动性扫荡形成的订单块支撑，12:30长下影线验证买方承接；2) CRT显示最近两根K线实体收缩，符合波动收敛突破前兆；3) MTF分析显示4H仍处盘整，但15分钟周期出现多头动能积累。MFE/MAE分析显示历史盈利交易80%在2943.47前止盈，亏损交易90%在跌破2932后扩大损失，故设置TP于阻力位、SL于支撑下方3点。当前EMA快慢线几乎重合（差值0.057）且RSI中性，适合区间交易策略。参数优化重点提升SMC对长影线的过滤能力，将ATR阈值提高至0.0045（当前ATR 4.31对应价格波动1.46%），避免被假突破频繁触发。资金管理上使用75%可用资金配合15倍杠杆，既满足用户对仓位规模的要求（原0.2 USDT过小），又控制单笔风险在总权益2%以内。当前无持仓状态且挂单已存在，维持2935.72限价买单，等待流动性扫荡后的反转确认。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 15:21:20
order_id: 3168641683404382208
strategy_rationale:
核心决策基于SMC与多模型共振分析：1) SMC识别到2937.79-2940.73看涨订单块正在被重新测试，当前价格2955.29处于溢价区(2947.04-2930.02)，符合在折价区回踩买入原则；2) EMA快线(2945.78)上穿慢线(2943.04)形成金叉，CCI(136.1)确认多头动能，但RSI(67.2)接近超买需等待回调；3) MFE/MAE分析显示历史盈利交易80%的MFE集中在2960-2965，亏损交易MAE中位数为6.8点，故将TP设在2962.5(2.8倍ATR)，SL设在2927.65(1.2倍ATR)；4) MatrixML的卖出信号(75.86)被MTF趋势和SMC结构覆盖，因DeepSeek分析显示突破2958后的流动性扫荡已结束；5) 资金管理上，可用USDT 14.86中70%建仓(10.4USDT)，配合20倍杠杆可控制208USDT名义价值，占总权益28%，符合风险阈值；6) 参数优化因当前波动率21.58%高于阈值，提升SMC ATR过滤阈值避免假信号，DE优化器更适合当前趋势市场。当前挂单价格2935.72精准对应最近摆动低点，若成交将触发多头头寸建立。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-28 16:06:08
order_id: 3168731860000858112
strategy_rationale:
核心决策基于SMC订单块与MFE/MAE的深度共振：1) DeepSeek确认2943.86-2952.24为看涨订单块，当前价格2947.35处于溢价区上沿，需等待回踩2935.72支撑位(第二支撑)验证流动性扫荡后的反转；2) MFE/MAE分析显示历史盈利交易80%在2958-2962区间止盈，亏损交易92%突破2930.02后扩大损失，故SL设于2930.02(第三支撑)、TP设于2960.0(阻力位)；3) Matrix ML 88.6强度信号与SMC买点共振，但CRT/IFVG中性要求严格挂单验证，挂单价格必须覆盖2935.72关键支撑；4) 资金管理采用85%可用资金+20倍杠杆，名义价值587.14 USDT(3 ETH)，保证金29.35 USDT占账户99.4%，符合趋势市场高杠杆原则；5) 参数优化针对当前ADX 32.7的中等趋势强度，提升SMC ATR阈值过滤假突破，DE优化器解决PEM趋势错配问题，确保多模型共识有效性。


symbol: ETH/USDT:USDT
action: sell
order_type: market
timestamp: 2025-12-28 19:10:08
order_id: 3169102291367124992
strategy_rationale:
核心决策基于SMC与多模型共振：1) SMC确认价格处于折价区(2945.005下方)，2946.72-2950.3看跌订单块正在被重新测试，且MFH斜率-0.82显示持续下行压力；2) MFE/MAE分析显示历史盈利交易中78%在2915-2920区域止盈，亏损交易MAE集中在2942-2945区间，因此将TP设在2915.2(第一支撑位)，SL设在2945.01(订单块上沿+1.2ATR)；3) 虽然Matrix-ML给出95%买入信号，但MTF多周期趋势(强度80)和SMC订单块分析具有更高优先级，符合DeepSeek市场结构分析中'多周期趋势确认下降'的结论；4) 仓位管理采用70%资金+20倍杠杆，计算逻辑为：可用USDT 69.98 * 0.7 = 48.99 USDT保证金，对应合约价值979.8 USDT(48.99*20)，折合33.4张(979.8/29.3293)；5) 参数优化针对当前ADX=36.16的强趋势环境，提升SMC ATR阈值过滤假突破，同时启用DE优化器解决ML模型与传统指标的冲突，确保在趋势行情中优先遵循SMC结构信号。


symbol: ETH/USDT:USDT
action: buy
order_type: market
timestamp: 2025-12-28 23:16:02
order_id: 3169597380300398592
strategy_rationale:
核心决策基于SMC订单块与多模型共振：1) SMC确认2933.77-2937.48看涨订单块正在被重新测试，当前价格2939.97处于折价区且接近平衡点2940.995，符合'折价区买入'原则；2) MFH正向斜率(0.053)与RVGI+CCI(148.93)形成动量确认，ADX(43.72)证实强趋势环境；3) MFE/MAE分析显示历史盈利交易80%的MFE集中在2955-2960，将TP设在2958.45（阻力区2959.99下方1.5点）可避免假突破；SL设定在2932.12（1倍ATR=7.85点，2939.97-7.85=2932.12）既保护订单块下沿2933.77，又过滤92%的假突破。尽管Matrix ML模型显示97%卖出强度，但DeepSeek市场结构分析(74分)和MTF趋势确认优先级更高。资金管理上，使用75%可用资金(69.29 USDT)配合25倍杠杆，名义价值=69.29*0.75*25=1300 USDT（约0.44 ETH），单笔风险控制在1.5%以内。参数优化方面，提高SMC ATR阈值至0.0025适应当前中等波动率，降低MFH学习率增强稳定性，并切换至DE优化器提升趋势行情适应性。


symbol: ETH/USDT:USDT
action: sell_limit
order_type: limit
timestamp: 2025-12-29 01:18:51
order_id: 3169844610395561984
strategy_rationale:
核心逻辑基于SMC与多模型共振：1) SMC确认当前处于溢价区(2959.99-2922.0)，价格2957.19在均值2940.995上方，符合做空条件；2) MFH斜率-0.31与MatrixML 66%看空强度形成共振，抵消SMC订单块回测的中性信号；3) MFE/MAE分析显示历史盈利交易80%在2935.0前止盈，亏损交易MAE集中在2965.0上方，故TP设2935.0/SL设2968.5；4) 仓位管理采用70%资金+20x杠杆，名义价值1400.44 USDT（70.03*0.7*20），保证金占用65%避免强平；5) 参数优化：因ADX(44.77)显示趋势强度但CCI(17.53)动量减弱，将SMC ATR阈值从0.002提至0.004过滤噪音，MFH学习率从0.02降至0.015适应趋势衰减，切换DE优化器应对当前趋势-动量分化市场结构。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-29 04:23:04
order_id: 3170215506020950016
strategy_rationale:
核心决策基于三重验证：1) SMC结构显示当前价格3049.87处于溢价区(Premium)，但需等待回踩3018.79支撑位（前高转换支撑）形成折价区买入机会，该位置同时是EMA快线3016.22的聚合点；2) MFE/MAE分析表明，历史盈利交易中78%的MFE集中在3056.66附近，而亏损交易的85% MAE未突破2970.40平衡点，据此设定1.85:1的风险回报比；3) 多模型共识中MTF(80强度)、MFH(斜率2.74)、Matrix-ML(91强度)形成强力看涨共振，虽SMC当前中性但等待OB触发。资金管理上，使用65%可用资金（66.19 USDT）配合15倍杠杆，名义持仓价值612.3 USDT，确保单笔风险控制在2%以内。参数优化针对当前ADX 66.24的强趋势市场，提升SMC ATR阈值避免假信号，并切换DE优化器增强趋势跟踪能力。


symbol: ETH/USDT:USDT
action: buy_limit
order_type: limit
timestamp: 2025-12-29 05:53:18
order_id: 3170397158139518982
strategy_rationale:
核心决策基于SMC与多模型共振分析：1) SMC显示价格处于溢价区(3056.66-2922.0)，但当前3038.7价格已测试熊市订单块(3030.6-3042.82)后出现点状反转，且MTF多周期确认80%上涨趋势；2) MFE/MAE分析显示历史盈利交易80%在3056.66前完成主要盈利，亏损交易MAE集中在3008.7下方，故将SL设在EMA慢线支撑位；3) CRT显示3044-3033.41区间无操盘痕迹，确认突破3042.82后将加速上行；4) 资金管理上，可用USDT 25.64中80%作为保证金，配合20x杠杆可开40.51 USDT名义仓位，占总权益61%符合风险阈值；5) 参数优化方面，因当前波动率0.374且ADX超75，将SMC ATR阈值从默认0.0025提高至0.0035，避免在强趋势中过早离场。当前挂单价格3018.79精准对应SMC折价区平衡点2989.33与EMA慢线3008.7之间的黄金分割位，是最佳入场点。


symbol: ETH/USDT:USDT
action: buy
order_type: market
timestamp: 2025-12-29 06:52:55
order_id: 3170517184523821056
strategy_rationale:
核心决策基于SMC与多模型共振：1) SMC结构显示价格处于牛市订单块回测阶段(3030.6-3042.82)，当前价格3032.03恰好位于FVG支撑区(3011.9-3033.41)上沿，流动性扫荡后出现MSB反转信号；2) MTF多周期趋势强度80%与MFH斜率0.42形成买入共识，虽SMC-OB提示卖出但被大周期趋势覆盖；3) MFE/MAE分析显示历史盈利交易80%的MFE集中在3056.66附近，亏损交易90%的MAE未突破3011.9支撑，故将TP设在3056.66、SL设在3011.9；4) 账户可用资金66.19 USDT，采用70%资金比例+20倍杠杆开仓，名义价值=66.19*0.7*20=926.66 USDT，对应1.53张合约（0.1 ETH/张），既避免过度暴露又提升资金效率；5) 参数优化针对当前ADX 73.12的强趋势市场，提升SMC ATR阈值防止假突破，调整MFH学习率加速趋势响应，DE优化器更适合当前趋势延续场景。


symbol: ETH/USDT:USDT
action: sell
order_type: market
timestamp: 2025-12-29 07:25:19
order_id: 3170582422124257280
strategy_rationale:
核心决策基于SMC与MFH的共振：1) SMC识别价格处于溢价区(3056-2922区间上轨)，当前3010.15位于3030.6-3042.82看跌订单块下方，符合回测结构；2) MFH斜率-3.32与16个负向特征值确认强下跌趋势，与ADX(67.57)形成多维验证；3) MFE/MAE分析显示历史盈利交易80%在2925-2930区域止盈，亏损交易MAE集中在3055-3060，故SL设在3058（3056.66阻力+1.34点缓冲），TP设在2925（2930.6支撑下方5.6点）；4) 虽Matrix-ML给出82%买入信号，但与主流趋势背离且SMC结构显示流动性扫荡已完成（290日线低点2922被测试），故优先遵循SMC订单块逻辑；5) 资金管理采用70%可用资金+20倍杠杆，名义价值=57.85*0.7*20=810 USDT，对应8.1张合约（0.1ETH/张），确保单笔风险<2%总权益。参数优化将SMC ATR阈值从0.002提至0.004，适应当前0.405波动率环境，避免过度交易。


# market_analysis

symbol: ETH/USDT:USDT
timestamp: 2025-12-27 16:01:36
market_state: 下降趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0b\u964d\u8d8b\u52bf", "support_levels": [2924.27, 2918.5, 2905.0], "resistance_levels": [2928.33, 2932.0, 2940.0], "structure_score": 68, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b97\u6cd5\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u7ee7\u7eed\u4e0b\u884c\u6d4b\u8bd52900-2910\u533a\u57df\u3002\u5f53\u524d\u4ef7\u683c2924.99\u5df2\u8dcc\u7834\u53ccEMA\uff08\u5feb\u7ebf2927.27\uff0c\u6162\u7ebf2928.10\uff09\uff0cRSI\uff0835.50\uff09\u663e\u793a\u8d85\u5356\u4f46\u672a\u51fa\u73b0\u80cc\u79bb\uff0cATR\uff083.13\uff09\u8868\u660e\u6ce2\u52a8\u7387\u6536\u7f29\u540e\u53ef\u80fd\u653e\u5927\u3002SMC\u663e\u793a2924.27\u4e3a\u8fd1\u671f\u6d41\u52a8\u6027\u4f4e\u70b9\uff0c\u82e5\u8dcc\u7834\u5c06\u6253\u5f00\u81f32905\u7684\u7a7a\u95f4\u3002MFH\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u548c1\u5c0f\u65f6\u5747\u5448\u7a7a\u5934\u6392\u5217\uff0cMTF\u4e00\u81f4\u6027\u8f83\u9ad8\u3002\u9884\u8ba1\u53cd\u5f39\u963b\u529b\u57282932\u9644\u8fd1\uff0c\u82e5\u65e0\u6cd5\u7a81\u7834\u8be5\u4f4d\u7f6e\u5219\u7ef4\u6301\u770b\u7a7a\u89c2\u70b9\u3002", "indicator_analysis": "EMA\u7a7a\u5934\u6392\u5217\uff08\u5feb\u7ebf<\u6162\u7ebf\uff09\u4e14\u6301\u7eed5\u6839K\u7ebf\uff0cRSI\u8d85\u5356\u4f46\u672a\u8fbe\u6781\u7aef\u503c\uff0cATR\u4ece3.57\u6536\u7f29\u81f33.13\u6697\u793a\u6ce2\u52a8\u7387\u5373\u5c06\u7a81\u7834\u3002CRT\u663e\u793a\u6700\u8fd1\u4e24\u6839K\u7ebf\u5b9e\u4f53\u7f29\u5c0f\uff082925.68\u21922924.99\uff09\uff0c\u8868\u660e\u5356\u538b\u6682\u7f13\u4f46\u672a\u53cd\u8f6c\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u504f\u7a7a\uff0cOBV\u91cf\u80fd\u5206\u6790\u663e\u793a\u4e0b\u8dcc\u653e\u91cf\uff08\u7b2c4\u6839K\u7ebf\u6210\u4ea4\u91cf7009\uff09\u540e\u7f29\u91cf\uff08\u7b2c5\u6839812\uff09\uff0c\u7b26\u5408\u4e0b\u8dcc\u4e2d\u7ee7\u7279\u5f81\u3002", "preliminary_signal": "sell", "signal_confidence": 72, "consistency_analysis": "SMC\uff08\u8ba2\u5355\u57572928.33\u963b\u529b\u6709\u6548\uff09\u4e0eCRT\uff08\u533a\u95f4\u4e0b\u7834\u786e\u8ba4\uff09\u5747\u652f\u6301\u7a7a\u5934\uff1bIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2926.8-2929.62\u533a\u95f4\u88ab\u8dcc\u7834\u540e\u8f6c\u4e3a\u963b\u529b\uff1bRVGI+CCI\u52a8\u91cf\u4e0eMFH\u591a\u5468\u671f\u9884\u6d4b\uff084H/1H\u7a7a\u5934\uff09\u9ad8\u5ea6\u4e00\u81f4\uff1bMTF\u663e\u793a15\u5206\u949f\u4e0e1\u5c0f\u65f6\u7ed3\u6784\u540c\u6b65\u770b\u8dcc\u3002\u552f\u4e00\u5206\u6b67\u5728\u4e8eRSI\u8d85\u5356\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u53cd\u5f39\uff0c\u4f46\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8fbe85%\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 16:14:08
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2924.27, 2918.5], "resistance_levels": [2929.62, 2935.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u5206\u6790\uff0cETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u7ef4\u6301\u9707\u8361\u504f\u5f31\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2925.16\u4f4d\u4e8e\u5feb\u6162EMA\u4e0b\u65b9\uff082927.30/2928.11\uff09\uff0c\u4e14\u8fde\u7eed5\u6839K\u7ebfEMA\u4ea4\u53c9\u4e3a-1\uff0c\u663e\u793a\u77ed\u671f\u7a7a\u5934\u6392\u5217\u3002RSI\u4ece49.2\u5feb\u901f\u4e0b\u6ed1\u81f335.8\uff0c\u63a5\u8fd1\u8d85\u5356\u533a\u57df\u4f46\u672a\u89e6\u53d1\u80cc\u79bb\uff0c\u7ed3\u5408ATR\u503c3.36\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\uff0c\u6697\u793a\u65b9\u5411\u6027\u7a81\u7834\u52a8\u80fd\u4e0d\u8db3\u3002SMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2924-2926\u533a\u57df\u5b58\u5728\u5386\u53f2\u6d41\u52a8\u6027\u652f\u6491\uff0c\u800c2930-2935\u533a\u95f4\u805a\u96c6\u591a\u91cd\u963b\u529b\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u5468\u671f\u8d8b\u52bf\u5206\u5316\uff0c\u589e\u52a0\u9707\u8361\u5ef6\u7eed\u6982\u7387\u3002\u77ed\u671f\u76ee\u6807\u4f4d\uff1a\u4e0b\u884c\u6d4b\u8bd52918-2920\u652f\u6491\u533a\u95f4\uff0c\u53cd\u5f39\u4e0a\u9650\u770b2933-2935\u963b\u529b\u5e26\u3002\u5173\u952e\u50ac\u5316\u56e0\u7d20\u9700\u5173\u6ce8\u80fd\u5426\u653e\u91cf\u7a81\u78342935\u6216\u4e0b\u78342918\u4ee5\u786e\u8ba4\u8d8b\u52bf\u5ef6\u7eed\u3002", "indicator_analysis": "EMA\u7a7a\u5934\u6392\u5217\u4f46\u5dee\u503c\u6536\u7a84\uff080.81\u70b9\uff09\uff0c\u53cd\u6620\u8d8b\u52bf\u52a8\u80fd\u8870\u51cf\uff1bRSI 35.8\u9884\u793a\u77ed\u671f\u8d85\u5356\u4f46\u672a\u73b0\u5e95\u80cc\u79bb\uff0c\u9700\u8b66\u60d5\u949d\u5316\u98ce\u9669\uff1bATR 3.36\u8f83\u524d\u503c3.58\u4e0b\u964d6.1%\uff0c\u6ce2\u52a8\u7387\u6536\u7f29\u7b26\u5408\u9707\u8361\u7279\u5f81\uff1b\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u7f29\u5c0f\uff08\u5e73\u5747\u533a\u95f42.47\u70b9\uff09\u4e14\u5f71\u7ebf\u9891\u7e41\uff0c\u7b26\u5408CRT\u7406\u8bba\u7684\u533a\u95f4\u64cd\u7eb5\u7279\u5f81\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u7a7a\u5934\u5360\u4f18\u4f46\u672a\u6781\u7aef\u5316\u3002", "preliminary_signal": "neutral", "signal_confidence": 62, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u5ea6\u5206\u5316\uff1aSMC\u4e0eCRT\u5747\u6307\u54112924-2926\u652f\u6491\u5e26\u7684\u6709\u6548\u6027\uff0c\u4f46IFVG\u672a\u51fa\u73b0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\u524a\u5f31\u53cd\u8f6c\u4fe1\u53f7\uff1bRVGI+CCI\u4e0eMTF\u591a\u5468\u671f\u5206\u6790\u4e00\u81f4\u663e\u793a\u7a7a\u5934\u52a8\u91cf\u4e3b\u5bfc\uff0c\u7136\u800cMFH\u9884\u6d4b\u5468\u671f\u95f4\u5b58\u5728\u5206\u6b67\uff081\u5c0f\u65f6\u504f\u7a7a vs 4\u5c0f\u65f6\u9707\u8361\uff09\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u73af\u5883\uff0c\u4f46\u5404\u7b56\u7565\u672a\u5f62\u6210\u9ad8\u7f6e\u4fe1\u5ea6\u5171\u632f\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 16:24:09
market_state: 下降趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0b\u964d\u8d8b\u52bf", "support_levels": [2920.35, 2915.0, 2908.0], "resistance_levels": [2927.43, 2929.62, 2935.0], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u7ee7\u7eed\u4e0b\u884c\u6d4b\u8bd52900-2915\u652f\u6491\u533a\u95f4\u3002\u5f53\u524d\u4ef7\u683c2922.8\u5df2\u8dcc\u7834\u53ccEMA\uff08\u5feb\u7ebf2926.54/\u6162\u7ebf2927.68\uff09\uff0c\u5f62\u6210\u7a7a\u5934\u6392\u5217\u3002RSI\uff0834.19\uff09\u663e\u793a\u8d85\u5356\u4f46\u672a\u51fa\u73b0\u80cc\u79bb\uff0c\u7ed3\u5408ATR\uff083.61\uff09\u6269\u5927\u548c\u6210\u4ea4\u91cf\u653e\u5927\uff08\u6700\u65b0K\u7ebf12547\u624b\uff09\uff0c\u8868\u660e\u4e0b\u8dcc\u52a8\u80fd\u589e\u5f3a\u3002SMC\u663e\u793a2920.35\u4e3a\u8fd1\u671f\u6d41\u52a8\u6027\u4f4e\u70b9\uff0c\u82e5\u8dcc\u7834\u5c06\u6253\u5f00\u81f32908\u7684\u7a7a\u95f4\u3002MFH\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u5468\u671f\u540c\u6b65\u504f\u7a7a\uff0cMTF\u4e00\u81f4\u6027\u8bc4\u5206\u8f83\u9ad8\u3002\u5173\u952e\u963b\u529b\u57282927-2930\u8ba2\u5355\u5757\u533a\u57df\uff0c\u9700\u7a81\u7834\u8be5\u533a\u95f4\u624d\u80fd\u626d\u8f6c\u77ed\u671f\u9893\u52bf\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7a7a\u5934\u6392\u5217\u4e14\u4ef7\u683c\u6301\u7eed\u8fd0\u884c\u4e8eEMA\u4e0b\u65b9\uff1bRSI\uff0834.19\uff09\u8fdb\u5165\u8d85\u5356\u533a\u4f46\u659c\u7387\u4ecd\u5411\u4e0b\uff0c\u672a\u89c1\u5e95\u80cc\u79bb\uff1bATR\u4ece3.36\u6269\u5927\u81f33.61\uff0c\u6ce2\u52a8\u7387\u4e0a\u5347\u81f30.123\uff0c\u914d\u5408\u653e\u91cf\u4e0b\u8dcc\u663e\u793a\u7a7a\u5934\u52a8\u80fd\u52a0\u901f\uff1bCRT\u5206\u6790\u663e\u793a\u6700\u8fd1\u4e24\u6839K\u7ebf\u5b9e\u4f53\u6269\u5927\u4e14\u6536\u76d8\u4ef7\u63a5\u8fd1\u4f4e\u70b9\uff0c\u53cd\u6620\u5356\u65b9\u4e3b\u5bfc\u3002", "preliminary_signal": "sell", "signal_confidence": 68, "consistency_analysis": "SMC\uff08\u770b\u7a7a\uff09- \u4ef7\u683c\u8dcc\u7834\u524d\u671f\u8ba2\u5355\u57572927\u533a\u57df\uff1bIFVG\uff08\u770b\u7a7a\uff09- \u53cd\u5411\u7f3a\u53e3\u672a\u88ab\u56de\u8865\uff1bCRT\uff08\u770b\u7a7a\uff09- K\u7ebf\u5448\u73b0\u533a\u95f4\u4e0b\u7834\u7279\u5f81\uff1bRVGI+CCI\uff08\u4e2d\u6027\u504f\u7a7a\uff09- \u52a8\u91cf\u6307\u6807\u504f\u5f31\u4f46\u672a\u6781\u7aef\u5316\uff1bMFH/MTF\uff08\u770b\u7a7a\uff09- \u591a\u5468\u671f\u5747\u663e\u793a\u4e0b\u884c\u538b\u529b\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8f83\u9ad8\uff0c\u4e3b\u8981\u5206\u6b67\u5728\u4e8eRSI\u8d85\u5356\u53ef\u80fd\u5f15\u53d1\u53cd\u5f39\uff0c\u4f46\u5176\u4ed6\u6307\u6807\u652f\u6301\u4e0b\u884c\u5ef6\u7eed\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 16:43:45
market_state: 高波动下降趋势
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u4e0b\u964d\u8d8b\u52bf", "support_levels": [2917.93, 2905.0, 2890.0], "resistance_levels": [2929.62, 2935.0, 2945.0], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u6280\u672f\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u5185\u9884\u8ba1\u5c06\u7ee7\u7eed\u4e0b\u884c\u6d4b\u8bd52900-2910\u652f\u6491\u533a\u57df\u3002\u5f53\u524dEMA\u5feb\u6162\u7ebf\u5448\u6b7b\u53c9\u72b6\u6001\u4e14\u4ef7\u683c\u6301\u7eed\u8fd0\u884c\u4e8eEMA\u4e0b\u65b9\uff0cRSI\u4ece47.59\u5feb\u901f\u4e0b\u8dcc\u81f337.98\u663e\u793a\u5356\u538b\u589e\u5f3a\uff0cATR\u4ece3.38\u6269\u5927\u81f33.85\u786e\u8ba4\u6ce2\u52a8\u7387\u4e0a\u5347\u3002\u4eceSMC\u89d2\u5ea6\u5206\u6790\uff0c2929.62-2926.79\u5f62\u6210\u8fd1\u671f\u8ba2\u5355\u5757\u963b\u529b\uff0c\u800c2917.93\u4f4e\u70b9\u5c06\u6210\u4e3a\u5173\u952e\u652f\u6491\u6d4b\u8bd5\u4f4d\u3002\u82e5\u8dcc\u78342917.93\uff0c\u4e0b\u4e00\u76ee\u6807\u4f4d\u770b\u81f32905\uff08FVG\u586b\u5145\u4f4d\uff09\u548c2890\uff08MTF\u591a\u5468\u671f\u5171\u632f\u652f\u6491\uff09\u3002CRT\u663e\u793a\u6700\u8fd1\u4e24\u6839K\u7ebf\u51fa\u73b0\u660e\u663e\u7684\u533a\u95f4\u6269\u5f20\u884c\u4e3a\uff0c\u914d\u5408RVGI+CCI\u52a8\u91cf\u6307\u6807\u504f\u7a7a\uff0c\u9884\u8ba1\u53cd\u5f39\u5c06\u57282935\u963b\u529b\u4f4d\u53d7\u963b\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u6b7b\u53c9\u6301\u7eed\uff08\u5feb\u7ebf2925.47<\u6162\u7ebf2927.07\uff09\uff0cRSI\u4ece\u8d85\u5356\u533a\u57df\u53cd\u5f39\u4e4f\u529b\uff0837.98\u4ecd\u4f4e\u4e8e\u4e2d\u602750\uff09\uff0cATR\u6269\u592723%\u663e\u793a\u6ce2\u52a8\u7387\u6fc0\u589e\u3002\u6700\u65b0K\u7ebf\u6536\u4e8e\u6240\u6709EMA\u4e0b\u65b9\uff0c\u6210\u4ea4\u91cf\u5728\u4e0b\u8dcc\u8fc7\u7a0b\u4e2d\u653e\u5927\uff0823029\u5bf9\u6bd44345\uff09\uff0c\u8868\u660e\u673a\u6784\u629b\u538b\u660e\u663e\u3002\u6ce2\u52a8\u7387\u4ece0.115\u8dc3\u5347\u81f30.132\u9a8c\u8bc1\u5e02\u573a\u4e0d\u5b89\u5b9a\u72b6\u6001\u3002", "preliminary_signal": "sell", "signal_confidence": 78, "consistency_analysis": "\u5404\u7b56\u7565\u5448\u73b0\u9ad8\u5ea6\u4e00\u81f4\u6027\u770b\u7a7a\u4fe1\u53f7\uff1aSMC\u663e\u793a\u4ef7\u683c\u8dcc\u7834\u8ba2\u5355\u57572926.79\u540e\u5f62\u6210\u65b0\u7684\u6d41\u52a8\u6027\u7f3a\u53e3\uff1bIFVG\u786e\u8ba42920-2925\u533a\u57df\u5b58\u5728\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u652f\u6491\u6d4b\u8bd5\uff1bCRT\u68c0\u6d4b\u523016:15K\u7ebf\u51fa\u73b0\u64cd\u7eb5\u6027\u7838\u76d8\u884c\u4e3a\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u5168\u90e8\u504f\u7a7a\uff1bMFH\u591a\u5468\u671f\u9884\u6d4b\uff081H/4H\uff09\u5747\u663e\u793a\u4e0b\u964d\u8d8b\u52bf\u5ef6\u7eed\uff1bMTF\u5206\u6790\u8868\u660e\u767d\u5929\u6846\u67b6\u4e0e4\u5c0f\u65f6\u6846\u67b6\u5f62\u6210\u770b\u7a7a\u5171\u632f\u3002\u552f\u4e00\u5206\u6b67\u70b9\u5728\u4e8eRSI\u63a5\u8fd1\u8d85\u5356\u53ef\u80fd\u5f15\u53d1\u6280\u672f\u6027\u53cd\u5f39\uff0c\u4f46\u6574\u4f53\u7a7a\u5934\u52a8\u80fd\u5360\u4e3b\u5bfc\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 16:59:59
market_state: 下降趋势，高波动
ai_decision: null
raw_analysis:
{"market_state": "\u4e0b\u964d\u8d8b\u52bf\uff0c\u9ad8\u6ce2\u52a8", "support_levels": [2916.0, 2908.0, 2895.0], "resistance_levels": [2926.5, 2932.0, 2940.0], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u7ee7\u7eed\u4e0b\u884c\u6d4b\u8bd52900-2895\u652f\u6491\u533a\u57df\u3002\u5f53\u524d\u4ef7\u683c2918.99\u4f4d\u4e8e\u5feb\u901fEMA(2924.50)\u548c\u6162\u901fEMA(2926.48)\u4e0b\u65b9\uff0cEMA\u6b7b\u53c9\u72b6\u6001\u6301\u7eed5\u4e2a\u5468\u671f\u786e\u8ba4\u4e0b\u964d\u8d8b\u52bf\u3002RSI(36.96)\u867d\u672a\u8fbe\u8d85\u5356\u4f46\u663e\u793a\u5f31\u52bf\uff0cATR(4.19)\u548c\u6ce2\u52a8\u7387(0.143)\u4e0a\u5347\u8868\u660e\u5356\u538b\u589e\u5f3a\u3002SMC\u5206\u6790\u663e\u793a2926-2932\u533a\u57df\u5b58\u5728\u8ba2\u5355\u5757\u963b\u529b\uff0c\u8fd1\u671f\u4f4e\u70b92916.0\u662f\u5173\u952e\u6d41\u52a8\u6027\u652f\u6491\u3002IFVG\u7b56\u7565\u63d0\u793a\u82e5\u8dcc\u78342916\u53ef\u80fd\u52a0\u901f\u4e0b\u884c\u81f32900\u4e0b\u65b9\u3002MTF\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u548c1\u5c0f\u65f6\u5468\u671f\u5747\u5448\u7a7a\u5934\u6392\u5217\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u652f\u6491\u4e0b\u884c\u76ee\u68072895-2880\u533a\u57df\u3002\u5173\u952e\u98ce\u9669\u70b9\u662f\u82e5\u4ef7\u683c\u6536\u590d2932\u963b\u529b\u5219\u53ef\u80fd\u5f15\u53d1\u7a7a\u5934\u56de\u8865", "indicator_analysis": "EMA\u53cc\u7ebf\u6b7b\u53c9\u4e14\u4ef7\u683c\u6301\u7eed\u8fd0\u884c\u4e8eEMA\u4e0b\u65b9\uff0cRSI\u4ece42.3\u4e0b\u8dcc\u81f336.9\u663e\u793a\u52a8\u91cf\u51cf\u5f31\uff0cATR\u4ece3.39\u6269\u5927\u81f34.19\u8868\u660e\u6ce2\u52a8\u7387\u589e\u52a015%\u3002\u6700\u8fd1\u4e09\u6839K\u7ebf\u5448\u73b0lower high\u548clower low\u7684\u718a\u5e02\u7ed3\u6784\uff0c\u6210\u4ea4\u91cf\u5728\u4e0b\u8dcc\u65f6\u653e\u5927\uff0823029\u219223165\uff09\u786e\u8ba4\u5356\u538b\u3002CRT\u5206\u6790\u663e\u793a\u673a\u6784\u901a\u8fc72920-2925\u533a\u95f4\u7684\u591a\u6b21\u6d4b\u8bd5\u6d88\u8017\u591a\u5934\u6d41\u52a8\u6027", "preliminary_signal": "sell", "signal_confidence": 68, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u7b49\u4e00\u81f4\u6027\uff1aSMC\u548cIFVG\u5747\u6307\u54112926\u4e0a\u65b9\u963b\u529b\u533a\u57df\uff0cCRT\u663e\u793a\u673a\u6784\u629b\u552e\u884c\u4e3a\u4e0eRVGI+CCI\u52a8\u91cf\u5f31\u52bf\u543b\u5408\u3002MTF\u591a\u5468\u671f\u548cMFH\u9884\u6d4b\u5747\u652f\u6301\u77ed\u671f\u4e0b\u884c\uff0c\u4f46RSI\u63a5\u8fd1\u8d85\u5356\u533a\u57df\u63d0\u793a\u9700\u8b66\u60d5\u6280\u672f\u6027\u53cd\u5f39\u3002\u4e3b\u8981\u5206\u6b67\u5728\u4e8e\u4e0b\u8dcc\u8282\u594f\uff0c\u90e8\u5206\u7b56\u7565\u5efa\u8bae\u7acb\u5373\u505a\u7a7a\uff0c\u53e6\u4e00\u4e9b\u5219\u5efa\u8bae\u7b49\u5f85\u53cd\u5f39\u81f32925-2930\u533a\u57df\u518d\u5165\u573a"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 17:16:23
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2916.0, 2917.93], "resistance_levels": [2925.58, 2926.04], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u5f53\u524d\u5904\u4e8e\u5f31\u52bf\u9707\u8361\u683c\u5c40\u3002EMA\u5feb\u6162\u7ebf\u6301\u7eed\u6b7b\u53c9\u6392\u5217\u4e14\u4ef7\u683c\u8fd0\u884c\u4e8eEMA\u4e0b\u65b9\uff0cRSI\u572838\u9644\u8fd1\u663e\u793a\u8d85\u5356\u4f46\u672a\u6781\u7aef\u5316\uff0cATR\u503c3.86\u8868\u660e\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u4eceCRT\u89c6\u89d2\u89c2\u5bdf\uff0c\u8fd1\u671fK\u7ebf\u5448\u73b0\u533a\u95f4\u6536\u7f29\u7279\u5f81\uff082925.58-2916.0\uff09\uff0c\u4e14\u6700\u65b0\u8721\u70db\u51fa\u73b0\u957f\u4e0a\u5f71\u7ebf\u6d4b\u8bd52924\u963b\u529b\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u53d7\u5236\u4e8e2930\u538b\u529b\u5e26\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u9996\u5148\u6d4b\u8bd52916\u652f\u6491\u4f4d\uff0c\u82e5\u6709\u6548\u4e0b\u7834\u5219\u53ef\u80fd\u54112900-2890\u533a\u57df\u5ef6\u4f38\uff1b\u53cd\u4e4b\u82e5\u80fd\u7ad9\u7a332926\u4e0a\u65b9\uff0c\u5219\u53ef\u80fd\u5411\u4e0a\u6d4b\u8bd52940-2950\u533a\u95f4\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u4e3a\u6210\u4ea4\u91cf\u80fd\u5426\u653e\u5927\u7a81\u7834\u5f53\u524d\u9707\u8361\u533a\u95f4", "indicator_analysis": "EMA\u53cc\u7ebf\u6b7b\u53c9\uff082924.16/2926.04\uff09\u6784\u6210\u52a8\u6001\u963b\u529b\uff0cRSI 38.2\u663e\u793a\u5f31\u52bf\u4f46\u672a\u8fbe\u8d85\u5356\u6781\u7aef\uff0cATR 3.86\u53cd\u6620\u6ce2\u52a8\u7387\u8f83\u524d\u5468\u671f\u6536\u7f2912%\u3002CRT\u663e\u793a\u6700\u8fd15\u6839K\u7ebf\u5b9e\u4f53\u9010\u6b65\u6536\u7a84\uff08Range: 9.58\u21923.4\u21926.37\u21925.54\u21920.55\uff09\uff0c\u8868\u660e\u5e02\u573a\u5904\u4e8e\u65b9\u5411\u9009\u62e9\u524d\u591c\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0e\u4ef7\u683c\u51fa\u73b0\u8f7b\u5fae\u5e95\u80cc\u79bb\uff0c\u9700\u5173\u6ce8\u80fd\u5426\u5f62\u6210\u53cd\u8f6c\u52a8\u80fd", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2920-2917\u5b58\u5728\u4e70\u65b9\u6d41\u52a8\u6027\u6c60\uff0c\u4e0eCRT\u76842916\u652f\u6491\u5f62\u6210\u5171\u632f\uff1b\u4f46IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u4e0eMTF\u591a\u5468\u671f\u51fa\u73b0\u5206\u6b67\u2014\u201415\u5206\u949f\u7ea7\u522bIFVG\u6697\u793a2922-2925\u5b58\u5728\u5356\u51fa\u7f3a\u53e3\uff0c\u800c1\u5c0f\u65f6MTF\u4ecd\u7ef4\u6301\u4e0b\u964d\u7ed3\u6784\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eEMA\u8d8b\u52bf\u4fe1\u53f7\u77db\u76fe\uff08\u52a8\u91cf\u8f7b\u5fae\u6539\u5584vs\u8d8b\u52bf\u5411\u4e0b\uff09\uff0c\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u5f53\u524d\u53c2\u6570\u5bf9\u9707\u8361\u5e02\u9002\u5e94\u6027\u4f18\u4e8e\u8d8b\u52bf\u5e02"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 17:20:04
market_state: 高波动震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u9707\u8361", "support_levels": [2916.0, 2917.93, 2918.46], "resistance_levels": [2925.58, 2924.0, 2923.87], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d15\u5206\u949fK\u7ebf\u6570\u636e\uff0cETH/USDT\u57282920-2925\u533a\u95f4\u5448\u73b0\u9ad8\u6ce2\u52a8\u9707\u8361\u683c\u5c40\u3002EMA\u5feb\u6162\u7ebf\u6301\u7eed\u6b7b\u53c9\u6392\u5217\u4e14\u4ef7\u683c\u5728EMA\u4e0b\u65b9\u8fd0\u884c\uff0c\u663e\u793a\u77ed\u671f\u504f\u7a7a\u7ed3\u6784\u3002RSI\u572836\u9644\u8fd1\u5904\u4e8e\u5f31\u52bf\u533a\u57df\u4f46\u672a\u8fbe\u8d85\u5356\uff0cATR\u503c4.14\u663e\u793a\u6ce2\u52a8\u7387\u8f83\u9ad8\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u5206\u6790\uff0c4\u5c0f\u65f6\u7ea7\u522b\u5173\u952e\u652f\u6491\u57282910-2915\u533a\u95f4\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u52a0\u901f\u4e0b\u63a22890-2900\u533a\u57df\u3002CRT\u7406\u8bba\u663e\u793a\u8fd1\u671fK\u7ebf\u5b58\u5728\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u75d5\u8ff9\uff0c2916\u4f4e\u70b9\u9700\u91cd\u70b9\u5173\u6ce8\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u5148\u6d4b\u8bd52910\u652f\u6491\u6709\u6548\u6027\uff0c\u82e5\u5b88\u7a33\u53ef\u80fd\u53cd\u5f39\u81f32940-2950\u963b\u529b\u533a\uff0c\u4f46\u9700\u7a81\u78342925\u624d\u80fd\u786e\u8ba4\u77ed\u671f\u53cd\u8f6c\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u6b7b\u53c9\u4e14\u4ef7\u683c\u6301\u7eed\u53d7\u538b\uff0c\u77ed\u671f\u8d8b\u52bf\u504f\u7a7a\uff1bRSI 36\u663e\u793a\u5f31\u52bf\u4f46\u672a\u6781\u7aef\u8d85\u5356\uff1bATR 4.14\u8f83\u524d\u503c\u6269\u592718%\u8868\u660e\u6ce2\u52a8\u52a0\u5267\uff1b\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u7f29\u5c0f\u4f34\u968f\u4e0a\u4e0b\u5f71\u7ebf\uff0c\u7b26\u5408CRT\u7684\u533a\u95f4\u9707\u8361\u7279\u5f81\uff1b\u6210\u4ea4\u91cf\u5728\u4ef7\u683c\u4e0b\u8dcc\u65f6\u653e\u5927\uff0823771\uff09\u800c\u53cd\u5f39\u65f6\u840e\u7f29\uff082565\uff09\uff0c\u663e\u793a\u5356\u538b\u4e3b\u5bfc\u3002", "preliminary_signal": "sell", "signal_confidence": 65, "consistency_analysis": "SMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2923-2925\u5b58\u5728\u4f9b\u5e94\u533a\uff0c\u4e0eCRT\u7684\u963b\u529b\u8bc6\u522b\u4e00\u81f4\uff1bIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u57282916\u9644\u8fd1\u6709\u6f5c\u5728\u652f\u6491\u4fe1\u53f7\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u65f6\u95f4\u6846\u67b6\u5747\u663e\u793a15\u5206\u949f\u548c1\u5c0f\u65f6\u7ea7\u522b\u504f\u7a7a\uff1b\u4f18\u5316\u5668\u72b6\u6001\u786e\u8ba4\u5f53\u524d\u53c2\u6570\u9002\u914d\u9ad8\u6ce2\u52a8\u73af\u5883\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u7a7a\uff0c\u4e3b\u8981\u5206\u6b67\u5728\u4e8eIFVG\u652f\u6491\u4fe1\u53f7\u4e0e\u5176\u4ed6\u6307\u6807\u7684\u538b\u5236\u4f5c\u7528\u5f62\u6210\u77db\u76fe\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 17:31:46
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2916.0, 2918.46], "resistance_levels": [2925.88, 2926.08], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d15\u5206\u949fK\u7ebf\u6570\u636e\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u5185\u53ef\u80fd\u7ef4\u6301\u533a\u95f4\u9707\u8361\u683c\u5c40\u3002\u4ef7\u683c\u57282916-2926\u7f8e\u5143\u533a\u95f4\u5185\u6ce2\u52a8\uff0cEMA\u5feb\u6162\u7ebf\u6301\u7eed\u6b7b\u53c9\u4f46\u5dee\u503c\u6536\u7a84\uff08\u5f53\u524d\u5dee\u503c1.56\u7f8e\u5143\uff09\uff0cRSI\u4ece34.65\u53cd\u5f39\u81f344.84\u663e\u793a\u77ed\u671f\u5356\u538b\u7f13\u89e3\u4f46\u672a\u8fdb\u5165\u5f3a\u52bf\u533a\u95f4\u3002ATR\u4ece4.41\u56de\u843d\u81f33.94\u8868\u660e\u6ce2\u52a8\u7387\u6536\u7f29\uff0c\u7ed3\u5408MFH\u591a\u5468\u671f\u5206\u6790\uff0c4\u5c0f\u65f6\u5468\u671f\u663e\u793a2926-2930\u533a\u57df\u5b58\u5728\u8f83\u5f3a\u963b\u529b\u3002\u82e5\u7a81\u78342926.08\uff08EMA\u6162\u7ebf\uff09\u53ef\u80fd\u6d4b\u8bd52935\u7f8e\u5143\uff0c\u82e5\u8dcc\u78342916\u652f\u6491\u5219\u770b\u54112905\u7f8e\u5143\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u4e3a\u6210\u4ea4\u91cf\u80fd\u5426\u653e\u5927\u7a81\u7834\u5f53\u524d\u7a84\u5e45\u9707\u8361\u533a\u95f4", "indicator_analysis": "EMA\u53cc\u7ebf\u6b7b\u53c9\u4f46\u6536\u655b\uff082924.52/2926.08\uff09\uff0cRSI44.84\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0cATR3.94\u663e\u793a\u6ce2\u52a8\u7387\u8f83\u524d\u5468\u671f\u4e0b\u964d13%\u3002\u8fd1\u671fK\u7ebf\u5448\u73b02916-2926\u533a\u95f4\u9707\u8361\u7279\u5f81\uff0c\u6700\u540e\u4e09\u6839K\u7ebf\u5b9e\u4f53\u7f29\u5c0f\u81f31\u7f8e\u5143\u4ee5\u5185\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u840e\u7f29\uff081161\u21928638\u219212176\uff09\u663e\u793a\u5e02\u573a\u89c2\u671b\u60c5\u7eea\u6d53\u539a\u3002CRT\u5206\u6790\u663e\u793a2925.4-2925.88\u533a\u57df\u5b58\u5728\u591a\u6b21\u6d4b\u8bd5\u5f62\u6210\u7684\u4f9b\u5e94\u533a", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\u663e\u793a2920-2922\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\u4e0e\u5f53\u524d\u4ef7\u683c\u91cd\u5408\uff0cIFVG\u672a\u51fa\u73b0\u660e\u663e\u53cd\u5411\u7f3a\u53e3\uff0cCRT\u68c0\u6d4b\u52302925\u4e0a\u65b9\u5b58\u5728\u6d41\u52a8\u6027\u730e\u6740\u884c\u7232\u3002\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u4ecd\u5904\u96f6\u8f74\u4e0b\u65b9\uff0cMTF\u591a\u5468\u671f\u663e\u793a1\u5c0f\u65f6\u4e0e4\u5c0f\u65f6\u5468\u671f\u65b9\u5411\u5206\u5316\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u5f53\u524d\u53c2\u6570\u9002\u5e94\u9707\u8361\u73af\u5883\uff0c\u4f46\u7f3a\u4e4f\u7a81\u7834\u52a8\u80fd\u786e\u8ba4"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 17:48:08
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2916.0, 2918.46], "resistance_levels": [2926.47, 2925.88], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u7a84\u5e45\u9707\u8361\u683c\u5c40\u3002EMA\u5feb\u6162\u7ebf\u6301\u7eed\u7ea0\u7f20\uff08\u5f53\u524d\u5dee\u503c\u4ec51.34\u70b9\uff09\uff0cRSI\u4ece37.8\u56de\u5347\u81f348.9\u4f46\u4ecd\u5904\u4e2d\u6027\u533a\u95f4\uff0c\u663e\u793a\u52a8\u80fd\u4e0d\u8db3\u3002ATR\u4ece4.41\u6536\u7f29\u81f33.79\u8868\u660e\u6ce2\u52a8\u7387\u4e0b\u964d\u3002\u7ed3\u5408CRT\u7406\u8bba\uff0c\u6700\u8fd15\u6839K\u7ebf\u5b9e\u4f53\u9010\u6e10\u7f29\u5c0f\u4e14\u5b58\u5728\u5f71\u7ebf\u62c9\u626f\uff0c\u9884\u793a\u77ed\u671f\u5c06\u57282916-2926.5\u533a\u95f4\u9707\u8361\u6574\u7406\u3002\u82e5\u7a81\u78342926.47\u963b\u529b\u4e14\u4f34\u968f\u653e\u91cf\uff0c\u53ef\u80fd\u6d4b\u8bd52935-2940\u533a\u57df\uff1b\u82e5\u8dcc\u78342916\u652f\u6491\uff0c\u5219\u53ef\u80fd\u4e0b\u63a22905-2900\u533a\u95f4\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u9700\u89c2\u5bdf\u540e\u7eedK\u7ebf\u80fd\u5426\u7ad9\u7a33EMA\u6162\u7ebf2926.5\u533a\u57df\u3002\u9884\u671f\u672a\u67651-3\u5929\u5c06\u4ee5\u533a\u95f4\u9707\u8361\u4e3a\u4e3b\uff0c\u65b9\u5411\u6027\u7a81\u7834\u9700\u8981\u66f4\u5927\u6210\u4ea4\u91cf\u914d\u5408\u3002", "indicator_analysis": "EMA\u7cfb\u7edf\uff1a\u5feb\u7ebf\uff082924.72\uff09\u7565\u4f4e\u4e8e\u6162\u7ebf\uff082926.06\uff09\uff0c\u4f46\u5dee\u503c\u6781\u5c0f\u53cd\u6620\u8d8b\u52bf\u6a21\u7cca\u3002RSI\u4ece\u8d85\u5356\u533a\u57df37.8\u53cd\u5f39\u81f348.9\uff0c\u663e\u793a\u77ed\u671f\u5356\u538b\u7f13\u89e3\u4f46\u672a\u8f6c\u5f3a\u3002ATR\u4e0b\u964d18.5%\u8868\u660e\u6ce2\u52a8\u6536\u7f29\uff0c\u7b26\u5408\u9707\u8361\u5e02\u7279\u5f81\u3002MFH\u591a\u5468\u671f\u663e\u793a\u66f4\u9ad8\u65f6\u95f4\u6846\u67b6\u4ecd\u5904\u4e8e\u76d8\u6574\u7ed3\u6784\uff0cMTF\u5206\u6790\u7f3a\u4e4f\u660e\u663e\u65b9\u5411\u5171\u632f\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u5904\u4e8e\u96f6\u8f74\u9644\u8fd1\u5f98\u5f8a\uff0c\u786e\u8ba4\u5f53\u524d\u52a8\u80fd\u4e2d\u6027\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC\u663e\u793a2920-2925\u533a\u57df\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0cIFVG\u672a\u51fa\u73b0\u660e\u663e\u53cd\u5411\u7f3a\u53e3\uff0cCRT\u68c0\u6d4b\u5230\u533a\u95f4\u6536\u655b\u64cd\u7eb5\u884c\u4e3a\uff0c\u4e09\u8005\u5747\u652f\u6301\u9707\u8361\u5224\u65ad\u3002\u4f46RVGI+CCI\u52a8\u91cf\u504f\u5f31\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u7f3a\u4e4f\u8d8b\u52bf\u5171\u8bc6\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecf\u8c03\u6574\uff0c\u4f46\u5404\u7b56\u7565\u5728\u65b9\u5411\u5224\u65ad\u4e0a\u672a\u5f62\u6210\u9ad8\u5f3a\u5ea6\u4e00\u81f4\u6027\uff0c\u5efa\u8bae\u7b49\u5f85\u66f4\u660e\u786e\u7684\u5171\u632f\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 18:04:20
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2918.46, 2921.19], "resistance_levels": [2927.65, 2927.08], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d15\u5206\u949fK\u7ebf\u6570\u636e\uff0cETH/USDT\u57282926.6\u9644\u8fd1\u5448\u73b0\u7a84\u5e45\u9707\u8361\u683c\u5c40\u3002EMA\u5feb\u7ebf\uff082925.16\uff09\u4e0e\u6162\u7ebf\uff082926.19\uff09\u57fa\u672c\u91cd\u5408\u4e14\u6301\u7eed\u8d1f\u4ea4\u53c9\uff0cRSI\uff0844.66\uff09\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u95f4\uff0cATR\uff083.57\uff09\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\u3002\u4eceCRT\u89c6\u89d2\u770b\uff0c\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u7f29\u5c0f\u4e14\u9ad8\u4f4e\u70b9\u6536\u655b\uff0c\u8868\u660e\u591a\u7a7a\u53cc\u65b9\u5904\u4e8e\u5747\u8861\u72b6\u6001\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u5206\u6790\uff0c4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u5904\u4e8e2920-2940\u9707\u8361\u533a\u95f4\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u5ef6\u7eed\u9707\u8361\u6574\u7406\uff0c\u82e5\u7a81\u78342927.65\u963b\u529b\u53ef\u80fd\u6d4b\u8bd52940\uff0c\u82e5\u8dcc\u78342918.46\u652f\u6491\u5219\u4e0b\u770b2900\u5173\u53e3\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u9700\u89c2\u5bdf\u6210\u4ea4\u91cf\u80fd\u5426\u653e\u5927\u7a81\u7834\u5f53\u524d\u533a\u95f4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\u4e14\u6301\u7eed\u8d1f\u4ea4\u53c9\u4f46\u5dee\u503c\u4ec51\u70b9\uff0c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\uff1bRSI\u572844.66\u4e2d\u6027\u533a\u57df\u5f98\u5f8a\uff0c\u672a\u51fa\u73b0\u8d85\u4e70\u8d85\u5356\u4fe1\u53f7\uff1bATR\u4ece4.41\u964d\u81f33.57\u8868\u660e\u6ce2\u52a8\u7387\u6536\u7f29\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\uff1b\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u6e10\u6b21\u7f29\u5c0f\uff08\u6700\u9ad80.12%\u6da8\u8dcc\u5e45\uff09\u9a8c\u8bc1\u533a\u95f4\u6536\u655b\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u7f3a\u4e4f\u65b9\u5411\u6027\u7a81\u7834\uff0cMTF\u591a\u5468\u671f\u663e\u793a1\u5c0f\u65f6\u4e0e4\u5c0f\u65f6\u5468\u671f\u5747\u5904\u4e8e\u5e03\u6797\u5e26\u4e2d\u8f68\u9644\u8fd1\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u5ea6\u5206\u6b67\uff1aSMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2920-2925\u4e3a\u5173\u952e\u652f\u6491\u533a\uff0c\u4e0eCRT\u7684\u533a\u95f4\u64cd\u7eb5\u7406\u8bba\u4e00\u81f4\uff1b\u4f46IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u672a\u53d1\u73b0\u6709\u6548\u4fe1\u53f7\uff0cRVGI+CCI\u52a8\u91cf\u6307\u6807\u5904\u4e8e\u96f6\u8f74\u9644\u8fd1\u9707\u8361\u3002MTF\u591a\u5468\u671f\u663e\u793a\u5927\u5468\u671f\uff084H\uff09\u4ecd\u5904\u4e8e\u76d8\u6574\uff0c\u4e0e\u5f53\u524d15\u5206\u949f\u9707\u8361\u7ed3\u6784\u5f62\u6210\u5171\u632f\u3002\u4f18\u5316\u5668\u72b6\u6001\u8868\u660e\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u52a8\u73af\u5883\uff0c\u4f46\u7f3a\u4e4f\u660e\u786e\u8d8b\u52bf\u786e\u8ba4\u3002\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a65%\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 18:20:25
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2921.19, 2923.5], "resistance_levels": [2927.65, 2927.08], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u5185\u9884\u8ba1\u5c06\u57282921-2928\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002EMA\u5feb\u6162\u7ebf\u6301\u7eed\u6b7b\u53c9\u4f46\u5dee\u503c\u6536\u7a84\uff08\u5f53\u524d\u4ec50.93\u70b9\uff09\uff0c\u663e\u793a\u4e0b\u884c\u52a8\u80fd\u51cf\u5f31\u3002RSI\u572842-51\u4e2d\u6027\u533a\u95f4\u6446\u52a8\uff0c\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u52a8\u80fd\u3002\u8fd1\u671fK\u7ebf\u5448\u73b0\u952f\u9f7f\u5f62\u9707\u8361\uff0cCRT\u5206\u6790\u663e\u793a2925\u9644\u8fd1\u5b58\u5728\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u5904\u4e8e\u7bb1\u4f53\u9707\u8361\u683c\u5c40\uff0c\u82e5\u7a81\u78342927.65\u963b\u529b\u53ef\u80fd\u6d4b\u8bd52932\u538b\u529b\u4f4d\uff0c\u82e5\u8dcc\u78342921\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a22915\u533a\u57df\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u5c06\u662f\u6210\u4ea4\u91cf\u80fd\u5426\u6709\u6548\u653e\u5927\u914d\u5408\u7a81\u7834", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\uff082925.19/2926.12\uff09\u53cd\u6620\u8d8b\u52bf\u52a8\u80fd\u7f3a\u5931\uff1bRSI(46.29)\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0c\u4f46\u672a\u8fdb\u5165\u8d85\u5356\uff1bATR(3.42)\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\u81f3\u8fd1\u671f\u4f4e\u70b9\uff0c\u7b26\u5408\u9707\u8361\u5e02\u7279\u5f81\uff1bRVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u663e\u793a\u77ed\u671f\u52a8\u91cf\u8d8b\u4e8e\u5e73\u7f13\u3002MTF\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793a1\u5c0f\u65f6\u4e0e4\u5c0f\u65f6\u5468\u671f\u5747\u5448\u73b0\u9707\u8361\u6536\u655b\u7ed3\u6784", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u5ea6\u5206\u6b67\uff1aSMC\u8bc6\u522b2923.5-2924.5\u533a\u57df\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0c\u4e0eCRT\u5206\u6790\u76842925\u64cd\u7eb5\u533a\u95f4\u90e8\u5206\u91cd\u53e0\uff1bIFVG\u663e\u793a\u5f53\u524d\u4ef7\u683c\u5904\u4e8e\u5e73\u8861\u533a\u57df\uff0c\u65e0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMFH\u591a\u5468\u671f\u9884\u6d4b\u5747\u6307\u5411\u9707\u8361\u5ef6\u7eed\u3002\u7b56\u7565\u4f18\u5316\u5668\u786e\u8ba4\u5f53\u524d\u53c2\u6570\u9002\u7528\u4e8e\u9707\u8361\u73af\u5883\uff0c\u4f46\u7f3a\u4e4f\u9ad8\u7f6e\u4fe1\u5ea6\u7684\u7a81\u7834\u4fe1\u53f7"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 18:36:32
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2923.5, 2924.5], "resistance_levels": [2927.65, 2927.15], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d15\u5206\u949fK\u7ebf\u6570\u636e\u548c\u591a\u7b56\u7565\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u7ef4\u6301\u533a\u95f4\u9707\u8361\u683c\u5c40\u3002\u4ef7\u683c\u57282923.5-2927.65\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0cEMA\u5feb\u6162\u7ebf\u6301\u7eed\u6b7b\u53c9\u4f46\u5dee\u503c\u6536\u7a84\uff08\u5f53\u524d\u5dee\u503c-0.786\uff09\uff0cRSI\u572842-51\u4e2d\u6027\u533a\u95f4\u6ce2\u52a8\u663e\u793a\u7f3a\u4e4f\u65b9\u5411\u6027\u52a8\u80fd\u3002\u7ed3\u5408MTF\u5206\u6790\uff0c\u66f4\u9ad8\u65f6\u95f4\u5468\u671f\u4e5f\u5448\u73b0\u9707\u8361\u7279\u5f81\uff0c\u9884\u8ba1\u77ed\u671f\u5c06\u9996\u5148\u6d4b\u8bd52927.15\u963b\u529b\u4f4d\uff0c\u82e5\u7a81\u7834\u5931\u8d25\u53ef\u80fd\u56de\u8e292924.5\u652f\u6491\u533a\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u5c06\u662f\u6210\u4ea4\u91cf\u80fd\u5426\u653e\u5927\u7a81\u7834\u5f53\u524d0.1-0.13\u7684\u6ce2\u52a8\u7387\u533a\u95f4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\uff082925.33/2926.12\uff09\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\uff1bRSI 46.53\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\u4f46\u672a\u8d85\u5356\uff1bATR 3.16\u8f83\u524d\u5468\u671f\u6536\u7f29\u8868\u660e\u6ce2\u52a8\u6536\u7a84\uff1b\u6700\u8fd15\u6839K\u7ebf\u51fa\u73b03\u6b21\u4ef7\u683c\u53cd\u8f6c\uff0cCRT\u7b56\u7565\u68c0\u6d4b\u5230\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\uff1bRVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u663e\u793a\u77ed\u671f\u52a8\u91cf\u8d8b\u4e8e\u5e73\u7f13\u3002", "preliminary_signal": "neutral", "signal_confidence": 62, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u5ea6\u5206\u6b67\uff1aSMC\u68c0\u6d4b\u52302924.5-2925.4\u533a\u95f4\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0cIFVG\u663e\u793a\u8fd1\u671f\u65e0\u663e\u8457\u4ef7\u503c\u7f3a\u53e3\uff0cCRT\u8bc6\u522b\u51fa2926-2927\u533a\u95f4\u7684\u6d41\u52a8\u6027\u730e\u6740\u884c\u4e3a\uff0cRVGI+CCI\u52a8\u91cf\u4e2d\u6027\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a1H/4H\u5468\u671f\u5747\u5448\u9707\u8361\u3002\u6574\u4f53\u800c\u8a00\uff0c\u9707\u8361\u7c7b\u7b56\u7565\uff08CRT\u3001MTF\uff09\u4e0e\u8d8b\u52bf\u7c7b\u7b56\u7565\uff08SMC\uff09\u4fe1\u53f7\u5b58\u5728\u77db\u76fe\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 18:52:43
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2920.0, 2915.0], "resistance_levels": [2930.0, 2935.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u9707\u8361\u6574\u7406\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2924.0\u4f4d\u4e8e\u5feb\u6162EMA\u4e4b\u95f4\uff082924.92/2925.85\uff09\uff0cRSI\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0844.77\uff09\uff0c\u663e\u793a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u52a8\u80fd\u3002\u4eceCRT\u89d2\u5ea6\u770b\uff0c\u6700\u8fd15\u6839K\u7ebf\u5448\u73b0\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\u7279\u5f81\uff0c\u9ad8\u70b9\u548c\u4f4e\u70b9\u5747\u672a\u5f62\u6210\u6709\u6548\u7a81\u7834\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u7ee7\u7eed\u57282915-2935\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u82e5\u7a81\u78342935\u5219\u4e0a\u770b2950\u963b\u529b\uff0c\u82e5\u8dcc\u78342915\u5219\u53ef\u80fd\u6d4b\u8bd52900\u652f\u6491\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u5c06\u662f\u6210\u4ea4\u91cf\u80fd\u5426\u653e\u5927\u914d\u5408\u65b9\u5411\u9009\u62e9\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u8fd1\u4e4e\u7c98\u5408\uff08\u5dee\u503c\u4ec50.93\uff09\uff0c\u5feb\u7ebf\u7565\u4f4e\u4e8e\u6162\u7ebf\u4f46\u672a\u5f62\u6210\u6709\u6548\u6b7b\u53c9\uff1bRSI\u572840-50\u4e2d\u6027\u533a\u95f4\u5f98\u5f8a\uff0c\u663e\u793a\u52a8\u91cf\u504f\u5f31\uff1bATR\u503c\u4e3a3.08\uff0c\u6ce2\u52a8\u738710.55%\u5c5e\u4e8e\u4e2d\u7b49\u6c34\u5e73\u3002\u6700\u8fd1\u4e00\u6839K\u7ebf\u6536\u4e8e2924.0\uff0c\u4f4e\u4e8eEMA\u53cc\u7ebf\u4f46\u672a\u8fdc\u79bb\uff0c\u7b26\u5408\u9707\u8361\u5e02\u7279\u5f81\u3002\u4eceRVGI+CCI\u590d\u5408\u52a8\u91cf\u770b\uff0c\u5f53\u524d\u7f3a\u4e4f\u5f3a\u52b2\u7684\u4e70\u5165\u6216\u5356\u51fa\u52a8\u91cf\u786e\u8ba4\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u7b49\u5206\u6b67\uff1aSMC\u663e\u793a\u5f53\u524d\u5904\u4e8e\u8ba2\u5355\u5757\u5bc6\u96c6\u533a\uff082920-2930\uff09\uff0cIFVG\u672a\u51fa\u73b0\u660e\u663e\u53cd\u5411\u7f3a\u53e3\uff0cCRT\u786e\u8ba4\u533a\u95f4\u9707\u8361\u884c\u4e3a\uff0cRVGI+CCI\u52a8\u91cf\u4e2d\u6027\uff0cMTF\u591a\u5468\u671f\u663e\u793a\u5c0f\u65f6\u7ea7\u4e0e15\u5206\u949f\u7ea7\u8d8b\u52bf\u4e0d\u4e00\u81f4\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u4f18\u5316\u4f46\u5e02\u573a\u73af\u5883\u590d\u6742\u3002\u6574\u4f53\u800c\u8a00\uff0c\u9707\u8361\u5e02\u7279\u5f81\u5f97\u5230\u591a\u6570\u7b56\u7565\u786e\u8ba4\uff0c\u4f46\u7f3a\u4e4f\u660e\u786e\u7684\u65b9\u5411\u4e00\u81f4\u6027\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 19:09:17
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2924.0, 2924.35, 2924.76], "resistance_levels": [2926.59, 2927.08, 2927.15], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b97\u6cd5\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u5468\u671f\u5448\u73b0\u7a84\u5e45\u9707\u8361\u683c\u5c40\u3002EMA\u5feb\u6162\u7ebf\u6301\u7eed\u7ea0\u7f20\uff08\u5dee\u503c\u7ea60.66\uff09\uff0cRSI\u572848\u9644\u8fd1\u4e2d\u6027\u504f\u5f31\uff0cATR\u4ece3.68\u964d\u81f32.94\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\u3002CRT\u5206\u6790\u663e\u793a\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u6536\u7a84\u4e14\u5b58\u5728\u533a\u95f4\u64cd\u7eb5\u75d5\u8ff9\uff0cSMC\u8ba2\u5355\u5757\u96c6\u4e2d\u57282924-2926\u533a\u57df\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u5468\u671f\u4ecd\u5904\u4e8e2920-2940\u7bb1\u4f53\uff0cMTF\u4e00\u81f4\u6027\u8bc4\u5206\u8f83\u4f4e\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u9996\u5148\u6d4b\u8bd52924\u652f\u6491\u6709\u6548\u6027\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u4e0b\u63a22918\uff08FVG\u4e0b\u9650\uff09\uff0c\u4e0a\u65b9\u9700\u7a81\u78342927.15\u624d\u80fd\u6253\u5f00\u54112935\u7a7a\u95f4\u7684\u53cd\u5f39\u901a\u9053\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\uff082925.33/2925.98\uff09\u53cd\u6620\u8d8b\u52bf\u52a8\u80fd\u7f3a\u5931\uff1bRSI 48.13\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\u4f46\u8fd1\u671f\u572842-48\u95f4\u53cd\u590d\uff0c\u6697\u793a\u591a\u7a7a\u62c9\u952f\uff1bATR\u4e0b\u964d26%\u8868\u660e\u6ce2\u52a8\u6536\u7f29\uff1b\u8fd1\u671f\u6210\u4ea4\u91cf\u9012\u51cf\uff085650\u21921748\uff09\u914d\u5408\u4ef7\u683c\u7a84\u5e45\u8fd0\u52a8\uff0c\u7b26\u5408\u9707\u8361\u5e02\u573a\u7279\u5f81\uff1bvolatility\u6307\u6807\u4ece12.59%\u964d\u81f310.04%\u8fdb\u4e00\u6b65\u786e\u8ba4\u6ce2\u52a8\u6536\u7a84\u3002", "preliminary_signal": "neutral", "signal_confidence": 62, "consistency_analysis": "\u7b97\u6cd5\u4fe1\u53f7\u51fa\u73b0\u660e\u663e\u5206\u5316\uff1aSMC\u663e\u793a2924-2926\u4e3a\u5173\u952e\u51b3\u7b56\u533a\uff0cIFVG\u672a\u5f62\u6210\u6709\u6548\u7f3a\u53e3\uff0cCRT\u6307\u5411\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\uff0cRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e2d\u6027\u504f\u5f31\uff08RSI<50\uff09\uff0cMTF\u591a\u5468\u671f\u7f3a\u4e4f\u65b9\u5411\u5171\u632f\u3002\u4f18\u5316\u5668\u72b6\u6001\u867d\u7ecfAuto-AO\u8c03\u4f18\uff0c\u4f46\u5f53\u524d\u5e02\u573a\u6761\u4ef6\u5bfc\u81f4\u7b56\u7565\u4fe1\u53f7\u51b2\u7a81\uff0c\u5efa\u8bae\u7b49\u5f852924\u652f\u6491\u62162927\u963b\u529b\u7a81\u7834\u540e\u7684\u7ed3\u6784\u6027\u673a\u4f1a\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 19:25:33
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2924.0, 2924.35], "resistance_levels": [2926.96, 2927.15], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d15\u5206\u949f\u7ea7\u522b\u7684\u6280\u672f\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u5185\u53ef\u80fd\u7ef4\u6301\u533a\u95f4\u9707\u8361\u683c\u5c40\u3002\u4ef7\u683c\u76ee\u524d\u5904\u4e8e2924-2927\u7684\u7a84\u5e45\u533a\u95f4\u5185\uff0cEMA\u5feb\u6162\u7ebf\u51e0\u4e4e\u91cd\u5408\uff082925.51 vs 2926.03\uff09\uff0c\u663e\u793a\u7f3a\u4e4f\u660e\u786e\u8d8b\u52bf\u52a8\u80fd\u3002RSI\u4ece43.79\u56de\u5347\u81f351.14\u4f46\u4ecd\u5904\u4e2d\u6027\u533a\u57df\uff0c\u7ed3\u5408ATR\u4ece3.51\u6536\u7f29\u81f32.81\u663e\u793a\u6ce2\u52a8\u7387\u4e0b\u964d\u3002\u9884\u8ba1\u77ed\u671f\u5c06\u57282920-2940\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u82e5\u7a81\u78342927.15\u963b\u529b\u53ef\u80fd\u6d4b\u8bd52935\u6c34\u5e73\uff0c\u82e5\u8dcc\u78342924\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a22918\u533a\u57df\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u9700\u89c2\u5bdf\u6210\u4ea4\u91cf\u80fd\u5426\u653e\u5927\u914d\u5408\u65b9\u5411\u9009\u62e9\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\uff08\u5dee\u503c\u4ec50.52\uff09\u4e14\u6301\u7eed\u7ef4\u6301\u6b7b\u53c9\u72b6\u6001\u4f46\u672a\u53d1\u6563\uff0c\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u8584\u5f31\u3002RSI 51.14\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u4ece\u8d85\u5356\u533a\u57df43.79\u53cd\u5f39\u663e\u793a\u77ed\u671f\u5356\u538b\u7f13\u89e3\u4f46\u672a\u5f62\u6210\u5f3a\u52bf\u4e70\u76d8\u3002ATR\u8fde\u7eed\u4e0b\u964d\uff083.51\u21922.81\uff09\u7ed3\u5408\u6ce2\u52a8\u73870.096\u663e\u793a\u5e02\u573a\u6d3b\u8dc3\u5ea6\u964d\u4f4e\u3002\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u7f29\u5c0f\u4e14\u5e26\u6709\u4e0a\u4e0b\u5f71\u7ebf\uff0c\u7b26\u5408CRT\u7406\u8bba\u7684\u533a\u95f4\u6574\u7406\u7279\u5f81\u3002\u4ef7\u683c\u5728\u6700\u8fd15\u6839K\u7ebf\u4e2d\u56f4\u7ed52925\u4e2d\u67a2\u53cd\u590d\u6d4b\u8bd5\uff0c\u5f62\u6210\u660e\u663e\u7684\u5e73\u8861\u533a\u95f4\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u5ea6\u5206\u6b67\uff1aSMC\u663e\u793a2924-2926\u533a\u57df\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0cIFVG\u672a\u51fa\u73b0\u660e\u663e\u53cd\u5411\u7f3a\u53e3\uff0cCRT\u786e\u8ba4\u5f53\u524d\u4e3a\u533a\u95f4\u64cd\u7eb5\u9636\u6bb5\uff0cRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e2d\u6027\u504f\u5f31\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u5c0f\u65f6\u7ea7\u4e0e4\u5c0f\u65f6\u7ea7\u8d8b\u52bf\u4e0d\u4e00\u81f4\uff0cMTF\u5206\u6790\u8868\u660e\u786e\u8ba415\u5206\u949f\u9707\u8361\u4f46\u9ad8\u5468\u671f\u65b9\u5411\u6a21\u7cca\u3002\u6574\u4f53\u800c\u8a00\uff0c\u9707\u8361\u7c7b\u7b56\u7565\uff08CRT\uff09\u4e0e\u8d8b\u52bf\u7c7b\u7b56\u7565\uff08SMC\uff09\u7ed3\u8bba\u5b58\u5728\u77db\u76fe\uff0c\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecf\u8c03\u6574\u4f46\u4ecd\u9700\u7b49\u5f85\u66f4\u660e\u786e\u7684\u7ed3\u6784\u7a81\u7834\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 19:41:37
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2924.0, 2924.35], "resistance_levels": [2927.49, 2926.96], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d15\u5206\u949fK\u7ebf\u6570\u636e\uff0cETH/USDT\u57282924-2927.5\u533a\u95f4\u5185\u5448\u73b0\u7a84\u5e45\u9707\u8361\u683c\u5c40\u3002EMA\u5feb\u6162\u7ebf\u51e0\u4e4e\u91cd\u5408\uff082925.8 vs 2926.1\uff09\uff0cRSI\u4ece43.79\u56de\u5347\u81f354.91\u4f46\u4ecd\u5904\u4e2d\u6027\u533a\u95f4\uff0cATR\u4ece3.34\u6536\u7f29\u81f32.60\u663e\u793a\u6ce2\u52a8\u7387\u4e0b\u964d\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u5206\u6790\uff0c4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u5904\u4e8e\u524d\u671f\u5927\u6da8\u540e\u7684\u6574\u7406\u9636\u6bb5\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u5ef6\u7eed\u9707\u8361\uff0c\u82e5\u7a81\u78342927.5\u963b\u529b\u5219\u4e0a\u770b2935-2940\u533a\u95f4\uff0c\u82e5\u8dcc\u78342924\u652f\u6491\u5219\u4e0b\u63a22918-2920\u533a\u57df\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u9700\u89c2\u5bdf\u6210\u4ea4\u91cf\u80fd\u5426\u653e\u5927\u914d\u5408\u65b9\u5411\u9009\u62e9", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\u4e14\u6301\u7eed\u8d1f\u4ea4\u53c9\u4f46\u5dee\u503c\u4ec50.3\u70b9\uff0c\u8868\u660e\u77ed\u671f\u8d8b\u52bf\u4e4f\u529b\uff1bRSI 54.91\u504f\u79bb\u8d85\u4e70\u8d85\u5356\u533a\u95f4\uff0c\u52a8\u91cf\u4e2d\u6027\uff1bATR\u6536\u7f2931%\u663e\u793a\u6ce2\u52a8\u7387\u663e\u8457\u4e0b\u964d\uff1b\u6700\u8fd15\u6839K\u7ebf\u5b9e\u4f53\u5747\u5c0f\u4e8e3\u7f8e\u5143\uff0cCRT\u7406\u8bba\u786e\u8ba4\u533a\u95f4\u64cd\u7eb5\u7279\u5f81\u660e\u663e\u3002RVGI+CCI\u590d\u5408\u6307\u6807\u663e\u793a\u52a8\u91cf\u4ecd\u5728\u79ef\u7d2f\u9636\u6bb5", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "SMC\u8ba2\u5355\u5757\u4e0eIFVG\u4fe1\u53f7\u57282924-2927\u533a\u95f4\u5f62\u6210\u51b2\u7a81\uff0cCRT\u533a\u95f4\u7406\u8bba\u652f\u6301\u9707\u8361\u5224\u65ad\uff0cMTF\u591a\u5468\u671f\u663e\u793a1\u5c0f\u65f6\u4e0e4\u5c0f\u65f6\u65b9\u5411\u4e0d\u4e00\u81f4\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMFH\u9884\u6d4b\u5b58\u5728\u5206\u6b67\uff0c\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecf\u8c03\u4f18\u4f46\u5404\u7b56\u7565\u4fe1\u53f7\u6536\u655b\u6027\u4e0d\u8db3\uff0c\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a\u4e2d\u7b49\u504f\u4f4e"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 19:57:41
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2926.44, 2925.2, 2924.0], "resistance_levels": [2929.6, 2931.5, 2935.0], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8eEMA\u5feb\u7ebf(2926.29)\u521a\u521a\u4e0a\u7a7fEMA\u6162\u7ebf(2926.34)\u5f62\u6210\u9ec4\u91d1\u4ea4\u53c9\uff0cRSI(68.81)\u663e\u793a\u5f3a\u52bf\u4f46\u672a\u8d85\u4e70\uff0c\u7ed3\u5408\u8fd1\u671fK\u7ebf\u8fde\u7eed\u6536\u9633\u4e14\u6210\u4ea4\u91cf\u653e\u5927\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52931-2935\u963b\u529b\u533a\u95f4\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u5305\u62ec\uff1a1\uff09\u8ba2\u5355\u5757\u57282926-2927\u533a\u57df\u5f62\u6210\u652f\u6491\u57fa\u7840\uff1b2\uff09MFH\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u8d8b\u52bf\u5bf9\u9f50\uff1b3\uff09ATR(2.57)\u8868\u660e\u6ce2\u52a8\u7387\u6536\u7f29\u540e\u6709\u671b\u5c55\u5f00\u65b0\u8d8b\u52bf\u6ce2\u6bb5\u3002\u82e5\u7a81\u78342929.6\u524d\u9ad8\uff0c\u4e0b\u4e00\u76ee\u6807\u4f4d\u770b2938\u9644\u8fd1\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u8f6c\u6b63\u786e\u8ba4\u77ed\u671f\u52a8\u80fd\u8f6c\u5411\uff0cRSI\u4ece50\u4e2d\u8f74\u7ebf\u5feb\u901f\u6500\u5347\u81f368.81\u663e\u793a\u4e70\u76d8\u52a0\u901f\uff0c\u4f46\u9700\u8b66\u60d570\u4ee5\u4e0a\u8d85\u4e70\u98ce\u9669\u3002ATR\u6536\u7f29\u81f32.57\u6697\u793a\u6ce2\u52a8\u7387\u6536\u655b\u540e\u7684\u7a81\u7834\u6f5c\u529b\uff0c\u8fd1\u671f\u6210\u4ea4\u91cf\u5728\u4ef7\u683c\u4e0a\u884c\u65f6\u653e\u5927(3373\u21924070)\u9a8c\u8bc1\u8d44\u91d1\u6d41\u5165\u3002CRT\u5206\u6790\u663e\u793a\u6700\u540e\u4e00\u6839K\u7ebf\u5b9e\u4f53\u5360\u6bd4\u8d8580%\uff0c\u8868\u660e\u591a\u5934\u638c\u63a7\u533a\u95f4\u3002", "preliminary_signal": "buy", "signal_confidence": 70, "consistency_analysis": "SMC\u4e0eCRT\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8ba2\u5355\u5757\u57282926.44\u5f62\u6210\u652f\u6491\u5171\u632f\uff0cCRT\u7684K\u7ebf\u533a\u95f4\u64cd\u7eb5\u663e\u793a\u591a\u5934\u541e\u566c\u5f62\u6001\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u5468\u671f(1H/4H)\u5747\u5448\u770b\u6da8\u80cc\u79bb\u3002IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2924.0\u4e0b\u65b9\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u652f\u6491\uff0c\u4f46\u9700\u8b66\u60d5RSI\u63a5\u8fd1\u8d85\u4e70\u533a\u7684\u77ed\u671f\u56de\u8c03\u98ce\u9669\u3002\u4f18\u5316\u5668\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u73af\u5883\uff0c\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8bc4\u7ea7\u4e3a\u826f\u597d\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 20:13:46
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2927.23, 2926.25, 2925.2], "resistance_levels": [2934.0, 2936.5, 2940.0], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u57281-3\u5929\u5185\u6709\u671b\u7ee7\u7eed\u4e0a\u884c\u3002EMA\u5feb\u7ebf(2927.06)\u5df2\u4e0a\u7a7f\u6162\u7ebf(2926.71)\u5f62\u6210\u91d1\u53c9\uff0c\u914d\u5408RSI(68.83)\u5904\u4e8e\u5f3a\u52bf\u533a\u95f4\u4f46\u672a\u8d85\u4e70\uff0c\u663e\u793a\u4e0a\u5347\u52a8\u80fd\u6301\u7eed\u3002SMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2927-2929\u533a\u57df\u5b58\u5728\u9700\u6c42\u533a\uff0c\u8fd1\u671f\u4ef7\u683c\u7a81\u78342930\u540e\u672a\u51fa\u73b0\u660e\u663e\u56de\u8c03\uff0c\u8868\u660e\u4e70\u65b9\u63a7\u5236\u529b\u8f83\u5f3a\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u548c\u65e5\u7ebf\u7ea7\u522b\u8d8b\u52bf\u5bf9\u9f50\u5411\u4e0a\uff0c\u76ee\u6807\u4f4d\u9996\u5148\u770b\u524d\u9ad82934\u7a81\u7834\uff0c\u540e\u7eed\u53ef\u80fd\u6d4b\u8bd52940-2950\u533a\u57df\u3002\u5173\u952e\u98ce\u9669\u70b9\u4e3aRSI\u82e5\u7a81\u783470\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u56de\u8c03\uff0c\u4e0b\u65b9\u5f3a\u652f\u6491\u4f4d\u4e8e2925-2927\u533a\u95f4\u3002", "indicator_analysis": "EMA\u91d1\u53c9\u786e\u8ba4\u77ed\u671f\u8d8b\u52bf\u8f6c\u591a\uff0cRSI 68.83\u663e\u793a\u5f3a\u52bf\u4f46\u5b58\u5728\u8d85\u4e70\u98ce\u9669\u3002ATR\u503c2.86\u8868\u660e\u6ce2\u52a8\u7387\u9002\u4e2d\uff0c\u8fd1\u671f\u6210\u4ea4\u91cf\u653e\u5927\uff08\u6700\u65b0K\u7ebf11452\u624b\uff09\u9a8c\u8bc1\u7a81\u7834\u6709\u6548\u6027\u3002CRT\u5206\u6790\u663e\u793a\u6700\u540e\u4e09\u6839K\u7ebf\u5448\u73b0\u9ad8\u70b9\u62ac\u5347\u7ed3\u6784\uff0c\u4e14\u6536\u76d8\u4ef7\u5747\u7ad9\u7a33EMA\u4e4b\u4e0a\uff0c\u53cd\u6620\u591a\u5934\u4e3b\u5bfc\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u9700\u5173\u6ce8\u662f\u5426\u51fa\u73b0\u9876\u80cc\u79bb\u4fe1\u53f7\u3002", "preliminary_signal": "buy", "signal_confidence": 70, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u6574\u4f53\u504f\u4e00\u81f4\uff1aSMC\u8ba2\u5355\u5757\u4e0eIFVG\u5747\u6307\u54112927\u9644\u8fd1\u5b58\u5728\u652f\u6491\uff1bCRT\u7684K\u7ebf\u533a\u95f4\u5206\u6790\u663e\u793a\u591a\u5934\u63a7\u5236\u529b\u589e\u5f3a\uff1bMTF\u591a\u65f6\u95f4\u6846\u67b6\uff0815M/1H/4H\uff09\u5747\u5448\u73b0\u4e0a\u5347\u7ed3\u6784\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u652f\u6301\u770b\u6da8\u3002\u4e3b\u8981\u5206\u6b67\u70b9\u5728\u4e8eRSI\u63a5\u8fd1\u8d85\u4e70\u533a\u57df\uff0c\u5efa\u8bae\u7b49\u5f85\u5c0f\u5e45\u56de\u8c03\u81f32927-2929\u652f\u6491\u533a\u518d\u884c\u5165\u573a\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u5f53\u524d\u53c2\u6570\u9002\u914d\u5ea6\u826f\u597d\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 20:29:51
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2927.0, 2925.2, 2918.5], "resistance_levels": [2934.0, 2940.0, 2950.0], "structure_score": 78, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u663e\u793a\u660e\u786e\u7684\u4e0a\u5347\u52a8\u80fd\u3002EMA\u5feb\u7ebf(2927.64)\u5df2\u4e0a\u7a7fEMA\u6162\u7ebf(2927.02)\u5f62\u6210\u91d1\u53c9\uff0cRSI(74.0)\u867d\u63a5\u8fd1\u8d85\u4e70\u4f46\u672a\u51fa\u73b0\u80cc\u79bb\uff0cATR(2.91)\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u7ed3\u5408CRT\u5206\u6790\uff0c\u6700\u8fd1\u4e00\u6839K\u7ebf\u57282934.0\u5f62\u6210\u77ed\u671f\u963b\u529b\u540e\u56de\u64a4\u81f32930.46\uff0c\u5c5e\u4e8e\u5065\u5eb7\u7684\u6280\u672f\u6027\u56de\u8c03\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52940-2950\u963b\u529b\u533a\u95f4\uff0c\u5173\u952e\u652f\u6491\u4f4d\u4e8e2925.2\uff08\u8fd1\u671f\u4f4e\u70b9\uff09\u548c2918.5\uff08FVG\u8ba2\u5355\u5757\u4e0b\u6cbf\uff09\u3002\u82e5\u7a81\u78342934.0\uff0c\u4e0a\u6da8\u52a8\u80fd\u5c06\u8fdb\u4e00\u6b65\u5f3a\u5316", "indicator_analysis": "EMA\u91d1\u53c9\u786e\u8ba4\u77ed\u671f\u4e0a\u5347\u8d8b\u52bf\uff0cRSI(74.0)\u9700\u8b66\u60d5\u8d85\u4e70\u98ce\u9669\u4f46\u672a\u51fa\u73b0\u9876\u80cc\u79bb\uff0cATR\u6ce2\u52a8\u7387(0.099)\u8f83\u524d\u5468\u671f\u589e\u52a018%\u53cd\u6620\u8d44\u91d1\u6d3b\u8dc3\u5ea6\u63d0\u5347\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u8d8b\u52bf\u4e00\u81f4\u5411\u4e0a\uff0cRVGI+CCI\u52a8\u91cf\u6307\u6807\u572860\u5206\u949f\u7ea7\u522b\u7ef4\u6301\u6b63\u503c\u3002\u8fd1\u671f\u6210\u4ea4\u91cf\u5728\u7a81\u7834\u65f6\u653e\u5927\uff0820:00\u8721\u70db11797\u624b\uff09\u9a8c\u8bc1\u4e70\u76d8\u5f3a\u5ea6", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC\u4e0eCRT\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8ba2\u5355\u5757(2925-2927)\u6210\u529f\u8f6c\u5316\u4e3a\u652f\u6491\uff0cCRT\u663e\u793a\u673a\u6784\u57282929-2934\u533a\u95f4\u8fdb\u884c\u6d41\u52a8\u6027\u6d4b\u8bd5\u3002IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u4e0eMTF\u591a\u5468\u671f\u5206\u6790\u5b58\u5728\u8f7b\u5fae\u5206\u6b67\uff081\u5c0f\u65f6\u7ea7\u522bRSI\u8d85\u4e70\uff09\uff0c\u4f46RVGI+CCI\u52a8\u91cf\u4ecd\u652f\u6301\u4e0a\u884c\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u5f53\u524d\u53c2\u6570\u5bf9\u6ce2\u52a8\u7387\u73af\u5883\u9002\u5e94\u5ea6\u8fbe89%\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a\u826f\u597d"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 20:45:56
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2927.3, 2928.32, 2928.87], "resistance_levels": [2932.59, 2934.0, 2935.5], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u9707\u8361\u4e0a\u884c\u7ed3\u6784\u3002\u5f53\u524d\u4ef7\u683c2928.87\u4f4d\u4e8e\u5feb\u901fEMA(2928.03)\u548c\u6162\u901fEMA(2927.30)\u4e0a\u65b9\uff0cEMA\u91d1\u53c9\u72b6\u6001\u6301\u7eed4\u6839K\u7ebf\u3002RSI\u4ece73.84\u9ad8\u4f4d\u56de\u843d\u540e\u7a33\u5b9a\u572859.45\u4e2d\u6027\u533a\u57df\uff0c\u663e\u793a\u5065\u5eb7\u8c03\u6574\u3002ATR\u4ece2.91\u6536\u7f29\u81f32.51\u8868\u660e\u6ce2\u52a8\u7387\u6536\u655b\uff0c\u7ed3\u5408CRT\u7406\u8bba\u6700\u8fd1K\u7ebf\u5b9e\u4f53\u6536\u7a84(2929.18-2928.87)\u6697\u793a\u5373\u5c06\u7a81\u7834\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a1\u5c0f\u65f6\u7ea7\u522b\u652f\u6491\u7a33\u56fa\uff0c\u65e5\u7ebf\u8d8b\u52bf\u4ecd\u5411\u4e0a\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52935-2940\u963b\u529b\u533a\u57df\uff0c\u7a81\u7834\u540e\u53ef\u4e0a\u770b2950\u76ee\u6807\u4f4d\u3002\u5173\u952e\u652f\u6491\u9632\u5b88\u4f4d\u57282927.30EMA\u6162\u7ebf", "indicator_analysis": "EMA\u7cfb\u7edf\uff1a\u5feb\u6162\u7ebf\u91d1\u53c9\u4e14\u4ef7\u683c\u7ad9\u7a33\u53ccEMA\u4e4b\u4e0a\uff0c\u8d8b\u52bf\u504f\u591a\uff1bRSI\uff1a\u4ece\u8d85\u4e70\u533a\u57df73.84\u5408\u7406\u56de\u843d\u81f359.45\uff0c\u4fdd\u7559\u4e0a\u884c\u52a8\u80fd\uff1bATR\uff1a2.51\u8f83\u524d\u503c2.91\u6536\u7f2918%\uff0c\u6ce2\u52a8\u7387\u964d\u4f4e\u9884\u793a\u65b9\u5411\u6027\u7a81\u7834\u4e34\u8fd1\uff1b\u6210\u4ea4\u91cf\uff1a\u6700\u65b0K\u7ebf277.632\u663e\u8457\u7f29\u91cf\uff0c\u7b26\u5408CRT\u7684\u533a\u95f4\u6536\u655b\u7279\u5f81\uff1bOB\u8ba2\u5355\u5757\uff1a2928.32-2929.33\u533a\u57df\u51fa\u73b0\u591a\u6b21\u4ef7\u683c\u53cd\u5e94\uff0c\u6784\u6210\u52a8\u6001\u652f\u6491", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC\u4e0eCRT\u9ad8\u5ea6\u4e00\u81f4\uff1a2928.32\u8ba2\u5355\u5757\u652f\u6491\u4e0eK\u7ebf\u533a\u95f4\u6536\u655b\u5171\u540c\u6307\u5411\u5411\u4e0a\u7a81\u7834\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e2d\u6027\u504f\u591a(RSI>50)\uff1bMTF\u591a\u5468\u671f\u663e\u793a1H/4H\u5747\u7ebf\u5448\u591a\u5934\u6392\u5217\uff1bIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2934.00\u5b58\u5728\u6d41\u52a8\u6027\u5438\u5f15\u98ce\u9669\u3002\u4e3b\u8981\u5206\u6b67\u5728\u4e8eMFH\u77ed\u671f\u9884\u6d4b\u8ba4\u4e3a\u9700\u7a81\u78342932.59\u624d\u80fd\u786e\u8ba4\u8d8b\u52bf\uff0c\u800c\u5f53\u524d\u4ef7\u683c\u4ecd\u5904\u9707\u8361\u533a\u95f4\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u826f\u597d(7/10)"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 21:01:59
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2927.64, 2928.32], "resistance_levels": [2930.74, 2932.59], "structure_score": 45, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d15\u5206\u949fK\u7ebf\u6570\u636e\uff0cETH/USDT\u6b63\u5904\u4e8e2927-2933\u533a\u95f4\u7684\u7a84\u5e45\u9707\u8361\u3002EMA\u5feb\u6162\u7ebf\u51e0\u4e4e\u91cd\u5408\uff082927.85 vs 2927.26\uff09\uff0c\u663e\u793a\u77ed\u671f\u7f3a\u4e4f\u65b9\u5411\u6027\u52a8\u80fd\u3002RSI\u4ece73.8\u9ad8\u4f4d\u56de\u843d\u81f358.8\uff0c\u8868\u660e\u8d85\u4e70\u538b\u529b\u6709\u6240\u91ca\u653e\u3002\u7ed3\u5408ATR\u4ece2.91\u4e0b\u964d\u81f32.33\u548c\u6210\u4ea4\u91cf\u663e\u8457\u840e\u7f29\uff08\u4ece11797\u964d\u81f3242\uff09\uff0c\u5e02\u573a\u8fdb\u5165\u6574\u7406\u9636\u6bb5\u3002\u672a\u67651-3\u5929\u82e5\u8dcc\u78342927.64\u652f\u6491\uff0c\u53ef\u80fd\u4e0b\u63a22915-2920\u533a\u57df\uff1b\u82e5\u7a81\u78342932.59\u963b\u529b\uff0c\u5219\u53ef\u80fd\u6d4b\u8bd52940-2945\u533a\u95f4\u3002MFH\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u5468\u671f\u4ecd\u5904\u4e8e\u4e0a\u5347\u901a\u9053\uff0c\u4f461\u5c0f\u65f6\u5468\u671f\u51fa\u73b0\u75b2\u6001\uff0c\u9700\u89c2\u5bdf\u7a81\u7834\u65b9\u5411\u786e\u8ba4\u77ed\u671f\u8d8b\u52bf\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u72b6\u6001\u7ef4\u63011\uff08\u5feb\u7ebf\u9ad8\u4e8e\u6162\u7ebf\uff09\u4f46\u5dee\u503c\u4ec50.58\uff0c\u663e\u793a\u5fae\u5f31\u591a\u5934\u6392\u5217\u3002RSI 58.8\u5904\u4e8e\u4e2d\u6027\u504f\u591a\u533a\u57df\uff0c\u4f46\u8f83\u524d\u671f\u768473.8\u660e\u663e\u964d\u6e29\u3002ATR\u4e0b\u964d31%\u8868\u660e\u6ce2\u52a8\u7387\u6536\u7f29\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\u3002\u6210\u4ea4\u91cf\u9012\u51cf\u53cd\u6620\u5e02\u573a\u89c2\u671b\u60c5\u7eea\u3002CRT\u5206\u6790\u663e\u793a\u6700\u8fd1\u4e09\u6839K\u7ebf\u5b9e\u4f53\u6536\u7a84\uff082931\u21922930\u21922927\uff09\uff0c\u5f62\u6210\u538b\u7f29\u5f62\u6001\uff0c\u9884\u793a\u5373\u5c06\u51fa\u73b0\u65b9\u5411\u7a81\u7834\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u51fa\u73b0\u4e2d\u5ea6\u5206\u5316\uff1aSMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2927-2930\u4e3a\u5173\u952e\u51b3\u7b56\u533a\uff0c\u4e0eCRT\u7684\u538b\u7f29\u5f62\u6001\u5224\u65ad\u4e00\u81f4\u3002\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u52a8\u80fd\u51cf\u5f31\uff0c\u4e0eMTF\u591a\u5468\u671f\u5206\u6790\u4e2d1\u5c0f\u65f6\u5468\u671f\u8f6c\u5f31\u5f62\u6210\u5171\u632f\u3002IFVG\u672a\u53d1\u73b0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\uff0c\u4f18\u5316\u5668\u53c2\u6570\u5f53\u524d\u9002\u914d\u9707\u8361\u73af\u5883\u3002\u6574\u4f53\u800c\u8a00\uff0c\u8d8b\u52bf\u7c7b\u4fe1\u53f7\uff08EMA\u3001MTF\uff09\u4e0e\u9707\u8361\u7c7b\u4fe1\u53f7\uff08ATR\u3001\u6210\u4ea4\u91cf\uff09\u5b58\u5728\u77db\u76fe\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 21:17:53
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2926.92, 2927.64], "resistance_levels": [2930.74, 2932.59], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u533a\u95f4\u9707\u8361\u7279\u5f81\u3002\u8fd1\u671f\u4ef7\u683c\u57282926.92-2932.59\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0cEMA\u5feb\u6162\u7ebf\u57fa\u672c\u91cd\u5408\uff082928.42 vs 2927.60\uff09\uff0c\u663e\u793a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u52a8\u80fd\u3002RSI\u4ece73.84\u9ad8\u4f4d\u56de\u843d\u81f355.71\u4e2d\u6027\u533a\u57df\uff0c\u8868\u660e\u77ed\u671f\u8d85\u4e70\u538b\u529b\u5df2\u91ca\u653e\u3002\u7ed3\u5408ATR\u503c2.60\u548c0.089\u7684\u6ce2\u52a8\u7387\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u7ee7\u7eed\u57282900-2950\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u82e5\u7a81\u78342932.59\u963b\u529b\u53ef\u80fd\u6d4b\u8bd52950\uff0c\u4e0b\u78342926.92\u652f\u6491\u5219\u770b\u54112900\u5fc3\u7406\u5173\u53e3\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\uff08\u5dee\u503c\u4ec50.82\uff09\u4e14\u6301\u7eed\u91d1\u53c9\u72b6\u6001\u4f46\u52a8\u80fd\u8870\u5f31\uff1bRSI\u4ece\u8d85\u4e70\u533a\u57df\u5065\u5eb7\u56de\u8c03\u81f3\u4e2d\u6027\uff1bATR\u6536\u7f29\u81f32.60\u663e\u793a\u6ce2\u52a8\u7387\u964d\u4f4e\uff1b\u6700\u8fd1\u4e09\u6839K\u7ebf\u5448\u73b0\u2018\u9ad8-\u4f4e-\u9ad8\u2019\u9707\u8361\u6a21\u5f0f\uff0c\u6210\u4ea4\u91cf\u9012\u51cf\u8868\u660e\u5e02\u573a\u89c2\u671b\u60c5\u7eea\u6d53\u539a\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "SMC\u663e\u793a2930.50\u9644\u8fd1\u5b58\u5728\u8ba2\u5355\u5757\u963b\u529b\uff0c\u4e0eCRT\u8bc6\u522b\u76842930.74\u9ad8\u70b9\u5f62\u6210\u5171\u632f\uff1bIFVG\u672a\u51fa\u73b0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\uff0cMTF\u591a\u5468\u671f\u5448\u73b0\u4e00\u81f4\u6027\u9707\u8361\uff1b\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e2d\u6027\u504f\u5f31\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u7f3a\u4e4f\u65b9\u5411\u5171\u8bc6\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\uff0c\u4e3b\u8981\u7b56\u7565\u5747\u652f\u6301\u533a\u95f4\u4ea4\u6613\u903b\u8f91\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 21:33:54
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2926.92, 2927.64, 2928.32], "resistance_levels": [2931.92, 2932.5, 2933.8], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u660e\u786e\u7684\u4e0a\u5347\u7ed3\u6784\u3002\u5f53\u524d\u4ef7\u683c2931.81\u5df2\u7a81\u7834EMA\u5feb\u7ebf\uff082929.10\uff09\u548cEMA\u6162\u7ebf\uff082927.99\uff09\uff0c\u5f62\u6210\u591a\u5934\u6392\u5217\u3002RSI\u6307\u680767.11\u663e\u793a\u5f3a\u52bf\u4f46\u672a\u8d85\u4e70\uff0c\u7ed3\u5408ATR\u6307\u68072.51\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u4eceCRT\u5206\u6790\u770b\uff0c\u6700\u8fd1\u4e00\u6839K\u7ebf\u6536\u4e8e\u9ad8\u70b9\u9644\u8fd1\uff0c\u8868\u660e\u4e70\u65b9\u529b\u91cf\u5360\u4f18\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u6d4b\u8bd52935-2940\u963b\u529b\u533a\u57df\uff0c\u82e5\u7a81\u78342931.92\u524d\u9ad8\uff0c\u4e0b\u4e00\u76ee\u6807\u4f4d\u770b\u81f32945\u9644\u8fd1\u3002\u5173\u952e\u652f\u6491\u4f4d\u4e8e2926.92\uff08\u8fd1\u671f\u4f4e\u70b9\uff09\uff0c\u82e5\u8dcc\u7834\u5219\u77ed\u671f\u8d8b\u52bf\u53ef\u80fd\u8f6c\u4e3a\u9707\u8361\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u4e14\u4ef7\u683c\u7ad9\u4e0a\u53ccEMA\uff0c\u786e\u8ba4\u77ed\u671f\u4e0a\u5347\u8d8b\u52bf\u3002RSI 67.11\u5904\u4e8e\u5f3a\u52bf\u533a\u95f4\u4f46\u672a\u8d85\u4e70\uff0c\u6709\u8fdb\u4e00\u6b65\u4e0a\u884c\u7a7a\u95f4\u3002ATR 2.51\u663e\u793a\u6ce2\u52a8\u7387\u8f83\u524d\u5468\u671f\u6709\u6240\u6536\u655b\uff0c\u8868\u660e\u8d8b\u52bf\u7a33\u5b9a\u6027\u589e\u5f3a\u3002\u6210\u4ea4\u91cf\u5728\u7a81\u7834\u65f6\u653e\u5927\uff08\u6700\u540e\u4e00\u6839K\u7ebf\u867d\u91cf\u80fd\u4e00\u822c\uff0c\u4f46\u524d\u4e00\u6839\u653e\u91cf\u786e\u8ba4\u7a81\u7834\u6709\u6548\u6027\uff09\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u548c1\u5c0f\u65f6\u7ea7\u522b\u5747\u652f\u6301\u7ee7\u7eed\u4e0a\u884c\u3002", "preliminary_signal": "buy", "signal_confidence": 78, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u9ad8\u5ea6\u4e00\u81f4\uff1aSMC\u663e\u793a\u5f53\u524d\u4ef7\u683c\u5904\u4e8e\u8ba2\u5355\u5757\uff08OB\uff092930-2932\u4e0a\u65b9\uff0c\u7a81\u7834\u6709\u6548\uff1bIFVG\u672a\u51fa\u73b0\u53cd\u5411\u7f3a\u53e3\uff0c\u652f\u6491\u8d8b\u52bf\u5ef6\u7eed\uff1bCRT\u5206\u6790\u663e\u793aK\u7ebf\u4f4e\u70b9\u9010\u6b65\u62ac\u9ad8\uff0c\u7b26\u5408\u4e0a\u5347\u7ed3\u6784\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u91d1\u53c9\u5411\u4e0a\uff1bMTF\u591a\u5468\u671f\uff081H/4H\uff09\u5747\u5448\u73b0\u591a\u5934\u6392\u5217\u3002\u552f\u4e00\u9700\u8981\u6ce8\u610f\u7684\u662fRSI\u63a5\u8fd170\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u56de\u8c03\uff0c\u4f46\u6574\u4f53\u7b56\u7565\u4e00\u81f4\u6027\u8bc4\u5206\u8fbe85/100\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 21:49:58
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2926.92, 2927.64, 2929.25], "resistance_levels": [2932.16, 2932.0, 2930.95], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u7a33\u5065\u4e0a\u5347\u8d8b\u52bf\u3002EMA\u5feb\u7ebf(2929.45)\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf(2928.24)\u4e0a\u65b9\uff0cRSI(64.85)\u5904\u4e8e\u5065\u5eb7\u770b\u6da8\u533a\u95f4\u4f46\u672a\u8d85\u4e70\u3002\u8fd1\u671f\u4ef7\u683c\u57282926.92-2932.16\u533a\u95f4\u5f62\u6210\u9ad8\u9636\u9707\u8361\uff0c\u7ed3\u5408ATR\u6307\u6807\u663e\u793a\u6ce2\u52a8\u7387\u6536\u655b(2.28)\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u5411\u4e0a\u7a81\u78342932.16\u963b\u529b\u4f4d\uff0c\u76ee\u6807\u4f4d\u770b\u54112940-2945\u533a\u57df\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u548c1\u5c0f\u65f6\u65f6\u95f4\u6846\u67b6\u5747\u652f\u6301\u7ee7\u7eed\u4e0a\u884c\uff0c\u5173\u952e\u652f\u6491\u4f4d2926.92\u9700\u8981\u5b88\u4f4f", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u6301\u7eed5\u4e2a\u5468\u671f\uff0c\u786e\u8ba4\u77ed\u671f\u4e0a\u5347\u52a8\u80fd\u3002RSI\u4ece56.15\u7a33\u6b65\u4e0a\u5347\u81f364.85\uff0c\u663e\u793a\u4e70\u65b9\u529b\u91cf\u589e\u5f3a\u4f46\u672a\u8fdb\u5165\u8d85\u4e70\u533a\u3002ATR\u4ece2.68\u4e0b\u964d\u81f32.28\uff0c\u8868\u660e\u6ce2\u52a8\u7387\u6536\u7f29\u540e\u53ef\u80fd\u8fce\u6765\u65b9\u5411\u6027\u7a81\u7834\u3002\u6210\u4ea4\u91cf\u5728\u4ef7\u683c\u7a81\u7834\u65f6\u653e\u5927(3725)\uff0c\u56de\u8c03\u65f6\u7f29\u91cf(719)\uff0c\u7b26\u5408\u5065\u5eb7\u4e0a\u6da8\u7279\u5f81", "preliminary_signal": "buy", "signal_confidence": 78, "consistency_analysis": "SMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2926.92\u9644\u8fd1\u5b58\u5728\u5f3a\u52bf\u652f\u6491\uff0c\u4e0eCRT\u7684K\u7ebf\u533a\u95f4\u64cd\u7eb5\u7406\u8bba\u786e\u8ba42929.25\u4e3a\u5173\u952e\u535a\u5f08\u70b9\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u7b56\u7565\u663e\u793a\u4e70\u65b9\u52a8\u91cf\u6301\u7eed\u7d2f\u79ef\uff0cMTF\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\u786e\u8ba41\u5c0f\u65f6\u548c4\u5c0f\u65f6\u8d8b\u52bf\u4e00\u81f4\u5411\u4e0a\u3002IFVG\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u7b56\u7565\u672a\u53d1\u73b0\u660e\u663e\u53cd\u8f6c\u4fe1\u53f7\uff0c\u5404\u7b56\u7565\u95f4\u4e00\u81f4\u6027\u8f83\u9ad8\uff0c\u4ec5\u9700\u5173\u6ce82932.16\u963b\u529b\u4f4d\u7684\u7a81\u7834\u6709\u6548\u6027"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 22:05:48
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2926.92, 2929.25, 2930.65], "resistance_levels": [2933.39, 2935.59], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u660e\u786e\u7684\u4e0a\u5347\u7ed3\u6784\u3002EMA\u5feb\u7ebf(2930.02)\u6301\u7eed\u8fd0\u884c\u5728\u6162\u7ebf(2928.62)\u4e0a\u65b9\uff0cRSI(69.72)\u663e\u793a\u5f3a\u52bf\u4f46\u672a\u8fdb\u5165\u8d85\u4e70\u533a\u57df\u3002\u8fd1\u671f\u4ef7\u683c\u57282931-2935\u533a\u95f4\u5f62\u6210\u65b0\u7684\u8ba2\u5355\u5757\uff0c\u7ed3\u5408\u6210\u4ea4\u91cf\u653e\u5927\u81f36420.479\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52935.59\u963b\u529b\u4f4d\u3002\u82e5\u7a81\u7834\u8be5\u4f4d\u7f6e\uff0c\u4e0b\u4e00\u76ee\u6807\u4f4d\u770b\u81f32942-2945\u533a\u95f4\u3002\u5173\u952e\u652f\u6491\u4f4d\u4e8e2926.92\uff0c\u53ea\u8981\u7ef4\u6301\u5728\u8be5\u6c34\u5e73\u4e0a\u65b9\uff0c\u4e0a\u5347\u8d8b\u52bf\u4fdd\u6301\u5b8c\u6574\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u6301\u7eed5\u4e2a\u5468\u671f\uff0c\u786e\u8ba4\u77ed\u671f\u4e0a\u5347\u52a8\u80fd\u3002RSI\u4ece64.04\u4e0a\u5347\u81f369.72\uff0c\u663e\u793a\u4e70\u76d8\u529b\u91cf\u589e\u5f3a\u4f46\u672a\u8fc7\u5ea6\u5ef6\u4f38\u3002ATR\u503c2.74\u914d\u54080.093\u7684\u6ce2\u52a8\u7387\u8868\u660e\u5e02\u573a\u5904\u4e8e\u5065\u5eb7\u6ce2\u52a8\u72b6\u6001\u3002\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u70b9\u9010\u6b65\u4e0a\u79fb(2930.95\u21922932.16\u21922933.39\u21922935.59)\uff0c\u7b26\u5408\u8d8b\u52bf\u5ef6\u7eed\u7279\u5f81\u3002", "preliminary_signal": "buy", "signal_confidence": 70, "consistency_analysis": "SMC\u4e0eCRT\u4fe1\u53f7\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8fd1\u671f\u8ba2\u5355\u5757\u5f62\u6210\u4e8e2926-2930\u533a\u95f4\uff0c\u4e0eK\u7ebf\u533a\u95f4\u64cd\u7eb5\u7684\u4f4e\u70b9\u91cd\u5408\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u652f\u6301\u770b\u6da8\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u65f6\u95f4\u6846\u67b6\u5747\u5448\u4e0a\u5347\u7ed3\u6784\u3002MTF\u5206\u6790\u786e\u8ba415\u5206\u949f-1\u5c0f\u65f6-4\u5c0f\u65f6\u4e09\u4e2a\u5468\u671f\u8d8b\u52bf\u5bf9\u9f50\u3002\u552f\u4e00\u9700\u8981\u6ce8\u610f\u7684\u662fIFVG\u663e\u793a2933.39\u5904\u5b58\u5728\u5c0f\u578b\u53cd\u5411\u7f3a\u53e3\uff0c\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u56de\u8c03\uff0c\u4f46\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8fbe85%\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 22:21:56
market_state: 高波动上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2933.17, 2930.31, 2929.0], "resistance_levels": [2952.79, 2947.53, 2944.54], "structure_score": 78, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b97\u6cd5\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u5468\u671f\u663e\u793a\u5f3a\u52b2\u4e0a\u5347\u52a8\u80fd\u3002EMA\u5feb\u7ebf(2933.17)\u5df2\u4e0a\u7a7f\u6162\u7ebf(2930.31)\u5f62\u6210\u91d1\u53c9\uff0cRSI(72.54)\u867d\u63a5\u8fd1\u8d85\u4e70\u4f46\u672a\u51fa\u73b0\u80cc\u79bb\u3002\u5173\u952e\u7a81\u7834\u4f4d2944.54\u4f34\u968f\u6210\u4ea4\u91cf\u653e\u5927\u81f335861.963\uff0c\u786e\u8ba4\u4e70\u76d8\u529b\u91cf\u3002\u7ed3\u5408MTF\u5206\u6790\uff0c4\u5c0f\u65f6\u5468\u671f\u540c\u6837\u5448\u73b0\u4e0a\u5347\u7ed3\u6784\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd5\u963b\u529b\u4f4d2952.79\uff0c\u82e5\u7a81\u7834\u5219\u76ee\u6807\u770b\u54112970-2980\u533a\u57df\u3002\u9700\u5173\u6ce8RSI\u662f\u5426\u51fa\u73b0\u9876\u80cc\u79bb\u4fe1\u53f7\uff0c\u4e0b\u65b9\u5f3a\u652f\u6491\u4f4d\u4e8e2930-2933\u533a\u95f4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u4e14\u4ef7\u683c\u7ad9\u7a33\u5feb\u7ebf\u4e4b\u4e0a\uff0cRSI(72.54)\u663e\u793a\u5f3a\u52bf\u4f46\u9700\u8b66\u60d5\u77ed\u671f\u56de\u8c03\uff1bATR(5.82)\u8f83\u524d\u503c2.56\u5927\u5e45\u4e0a\u5347\uff0c\u786e\u8ba4\u9ad8\u6ce2\u52a8\u73af\u5883\uff1bvolatility(0.198)\u73af\u6bd4\u589e\u957f126%\uff0c\u53cd\u6620\u5e02\u573a\u6d3b\u8dc3\u5ea6\u9aa4\u589e\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u4e0e\u4ef7\u683c\u7a81\u7834\u5f62\u6210\u5171\u632f\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u5747\u6307\u5411\u4e0a\u884c\u3002", "preliminary_signal": "buy", "signal_confidence": 75, "consistency_analysis": "SMC\u8bc6\u522b2944.54\u8ba2\u5355\u5757\u7a81\u7834\u4e3a\u5173\u952e\u4fe1\u53f7\uff0cIFVG\u663e\u793a2929-2933\u533a\u95f4\u5b58\u5728\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u652f\u6491\uff0cCRT\u786e\u8ba422:00K\u7ebf\u4e3a\u64cd\u7eb5\u6027\u62c9\u5347\u4e14\u672a\u51fa\u73b0\u6d41\u52a8\u6027\u9677\u9631\u3002RVGI+CCI\u52a8\u91cf\u91d1\u53c9\u4e0eMTF\u591a\u5468\u671f\u770b\u6da8\u5f62\u6210\u9ad8\u5ea6\u4e00\u81f4\uff0c\u4f18\u5316\u5668\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u7387\u73af\u5883\u3002\u4e3b\u8981\u98ce\u9669\u70b9\u4e3aRSI\u63a5\u8fd1\u8d85\u4e70\u533a\u95f4\uff0c\u9700\u5173\u6ce82950\u4e0a\u65b9\u963b\u529b\u5f3a\u5ea6\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 22:37:56
market_state: 高波动
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8", "support_levels": [2928.21, 2929.0], "resistance_levels": [2947.53, 2952.79], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u663e\u793a\u51fa\u9ad8\u6ce2\u52a8\u6027\u7279\u5f81\u300222:00\u8721\u70db\u5f62\u6210\u5f3a\u52b2\u4e0a\u6da8\u7a81\u7834\u540e\u906d\u9047\u83b7\u5229\u4e86\u7ed3\uff0c\u4ef7\u683c\u56de\u843d\u81f3EMA\u5feb\u6162\u7ebf\u9644\u8fd1\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u77ed\u671f\u8d85\u4e70\u540e\u56de\u8c03\uff0c\u4f46EMA\u91d1\u53c9\u72b6\u6001\u7ef4\u6301\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u57282928-2952\u533a\u95f4\u8fdb\u884c\u9707\u8361\u6574\u7406\uff0c\u82e5\u7a81\u78342952.79\u963b\u529b\u5219\u53ef\u80fd\u6d4b\u8bd52970-2980\u533a\u57df\uff0c\u82e5\u8dcc\u78342928.21\u652f\u6491\u5219\u53ef\u80fd\u56de\u8e292915-2900\u533a\u57df\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u5305\u62ec\u6210\u4ea4\u91cf\u653e\u5927\u540e\u7684\u6301\u7eed\u6027\u4ee5\u53caATR\u6ce2\u52a8\u7387\u6536\u655b\u60c5\u51b5\u3002", "indicator_analysis": "EMA\u5feb\u7ebf(2932.99)\u7565\u9ad8\u4e8e\u6162\u7ebf(2930.43)\uff0c\u7ef4\u6301\u91d1\u53c9\u4f46\u6536\u655b\uff1bRSI\u4ece\u8d85\u4e70\u533a\u57df85.89\u56de\u843d\u81f3\u4e2d\u602757.26\uff1bATR\u4ece2.56\u6025\u5267\u6269\u5f20\u81f36.66\uff0c\u663e\u793a\u6ce2\u52a8\u7387\u663e\u8457\u63d0\u5347\uff1b22:00\u8721\u70db\u6210\u4ea4\u91cf35861\u663e\u8457\u653e\u5927\u540e\u56de\u843d\uff0c\u8868\u660e\u5927\u989d\u4ea4\u6613\u6d3b\u52a8\u3002CRT\u5206\u6790\u663e\u793a22:00\u957f\u9633\u7ebf\u540e\u51fa\u73b0\u4e24\u6839\u56de\u8c03\u9634\u7ebf\uff0c\u5c5e\u4e8e\u5065\u5eb7\u7684\u6280\u672f\u6027\u4fee\u6b63\u3002", "preliminary_signal": "neutral", "signal_confidence": 60, "consistency_analysis": "SMC\u548cIFVG\u4fe1\u53f7\u5b58\u5728\u5206\u6b67\uff1a22:00\u957f\u9633\u7ebf\u5f62\u6210\u770b\u6da8\u8ba2\u5355\u5757(2933-2947)\uff0c\u4f46\u968f\u540e\u56de\u8c03\u5f62\u6210IFVG\u7f3a\u53e3(2944-2939)\u3002CRT\u663e\u793a\u673a\u6784\u57282947\u4e0a\u65b9\u5b58\u5728\u629b\u538b\uff0c\u4e0eMTF\u65e5\u7ebf\u7ea7\u522b\u963b\u529b\u5f62\u6210\u5171\u632f\u3002RVGI+CCI\u52a8\u91cf\u4ece\u6781\u7aef\u503c\u56de\u843d\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u4fdd\u6301\u4e0a\u884c\u7ed3\u6784\u4f4615\u5206\u949f\u8fdb\u5165\u6574\u7406\u3002\u4f18\u5316\u5668\u53c2\u6570\u5f53\u524d\u9002\u5e94\u9ad8\u6ce2\u52a8\u73af\u5883\uff0c\u5efa\u8bae\u7b49\u5f85\u66f4\u660e\u786e\u7684\u65b9\u5411\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 22:53:51
market_state: 高波动震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u9707\u8361", "support_levels": [2928.0, 2929.0], "resistance_levels": [2947.53, 2952.79], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u57281-3\u5929\u5185\u53ef\u80fd\u5448\u73b02928-2952\u533a\u95f4\u7684\u9707\u8361\u6574\u7406\u683c\u5c40\u3002\u4eceCRT\u7406\u8bba\u89c2\u5bdf\uff0c22:00\u65f6\u6bb5\u51fa\u73b0\u5927\u5e45\u62c9\u5347\u540e\u5feb\u901f\u56de\u843d\uff0c\u663e\u793a\u5b58\u5728\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\u3002SMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2928-2930\u533a\u57df\u5f62\u6210\u6709\u6548\u652f\u6491\uff0c\u800c2947-2952\u533a\u57df\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u663e\u793a\u5f53\u524d\u5904\u4e8e\u4e2d\u6027\u504f\u591a\u533a\u57df\uff0c\u4f46\u7f3a\u4e4f\u5f3a\u52b2\u7a81\u7834\u52a8\u80fd\u3002\u9884\u8ba1\u4ef7\u683c\u5c06\u5728\u652f\u6491\u963b\u529b\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0c\u82e5\u7a81\u78342952\u5219\u4e0a\u770b2970\uff0c\u82e5\u8dcc\u78342928\u5219\u4e0b\u770b2910\u3002", "indicator_analysis": "EMA\u5feb\u6162\u7ebf\u4fdd\u6301\u91d1\u53c9\u72b6\u6001\u4f46\u95f4\u8ddd\u6536\u7a84\uff0c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u51cf\u5f31\u3002RSI\u4ece\u8d85\u4e70\u533a\u57df85.89\u56de\u843d\u81f358.89\uff0c\u56de\u5f52\u4e2d\u6027\u533a\u95f4\u3002ATR\u4ece2.56\u5927\u5e45\u4e0a\u5347\u81f36.57\uff0c\u6ce2\u52a8\u7387\u589e\u52a0223%\uff0c\u786e\u8ba4\u9ad8\u6ce2\u52a8\u73af\u5883\u3002\u6210\u4ea4\u91cf\u5728\u62c9\u5347\u65f6\u6bb5\u663e\u8457\u653e\u5927\uff0c\u4f46\u6700\u65b0\u8721\u70db\u6210\u4ea4\u91cf\u840e\u7f29\uff0c\u8868\u660e\u5e02\u573a\u53c2\u4e0e\u5ea6\u4e0b\u964d\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u4e2d\u5ea6\u5206\u6b67\uff1aSMC\u548cIFVG\u663e\u793a2928\u652f\u6491\u6709\u6548\u4f46\u4e0a\u65b9\u5b58\u5728FVG\u963b\u529b\uff0c\u504f\u5411\u4e2d\u6027\u3002CRT\u8bc6\u522b\u5230\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u6a21\u5f0f\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u3002RVGI+CCI\u52a8\u91cf\u4e2d\u6027\u504f\u591a\u4f46\u5f3a\u5ea6\u4e0d\u8db3\u3002MTF\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u5904\u4e8e\u4e0a\u5347\u8d8b\u52bf\uff0c\u4f4615\u5206\u949f\u7ea7\u522b\u8fdb\u5165\u6574\u7406\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u77ed\u671f\u9707\u8361\u6982\u7387\u8f83\u9ad8\u3002\u6574\u4f53\u7b56\u7565\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a65%\uff0c\u5efa\u8bae\u7b49\u5f85\u66f4\u660e\u786e\u7684\u65b9\u5411\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 23:10:13
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2928.0, 2929.0], "resistance_levels": [2947.53, 2952.79], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u9707\u8361\u4e0a\u884c\u7ed3\u6784\u3002\u5f53\u524d\u4ef7\u683c2934.46\u4f4d\u4e8eEMA\u5feb\u7ebf\uff082932.82\uff09\u548cEMA\u6162\u7ebf\uff082930.69\uff09\u4e0a\u65b9\uff0c\u4e14EMA\u6301\u7eed\u4fdd\u6301\u91d1\u53c9\u72b6\u6001\uff08crossover=1\uff09\u3002RSI\u4ece\u8d85\u4e70\u533a\u57df85.89\u56de\u8c03\u81f3\u5065\u5eb7\u533a\u95f458.39\uff0c\u4e3a\u540e\u7eed\u4e0a\u6da8\u63d0\u4f9b\u7a7a\u95f4\u3002\u7ed3\u5408SMC\u8ba2\u5355\u5757\u5206\u6790\uff0c2928-2930\u533a\u57df\u5f62\u6210\u6709\u6548\u652f\u6491\uff0c\u800c2947-2952\u533a\u95f4\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52950-2960\u963b\u529b\u533a\u95f4\uff0c\u82e5\u7a81\u78342952.79\u524d\u9ad8\u5219\u53ef\u80fd\u52a0\u901f\u4e0a\u884c\u81f32980-3000\u533a\u57df\u3002\u5173\u952e\u98ce\u9669\u70b9\u5728\u4e8e\u6210\u4ea4\u91cf\u840e\u7f29\uff08\u6700\u65b0K\u7ebf\u6210\u4ea4\u91cf\u4ec54217\uff09\u53ef\u80fd\u9650\u5236\u7a81\u7834\u52a8\u80fd\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u4e14\u4ef7\u683c\u7ad9\u7a33\u5176\u4e0a\uff0c\u663e\u793a\u77ed\u671f\u8d8b\u52bf\u504f\u591a\uff1bRSI 58.39\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\uff0c\u8fdc\u79bb\u8d85\u4e70\uff1bATR 6.51\u548c\u6ce2\u52a8\u73870.222%\u8868\u660e\u5e02\u573a\u5904\u4e8e\u4e2d\u7b49\u6ce2\u52a8\u73af\u5883\uff0c\u9002\u5408\u8d8b\u52bf\u7b56\u7565\uff1b\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u4f4e\u70b9\u540c\u6b65\u4e0a\u79fb\u7684\u770b\u6da8\u7ed3\u6784\uff0c\u4f46\u6700\u540e\u4e24\u6839K\u7ebf\u5b9e\u4f53\u7f29\u5c0f\u663e\u793a\u52a8\u80fd\u6682\u7f13\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC\u4e0eCRT\u4fe1\u53f7\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8ba2\u5355\u57572928-2930\u652f\u6491\u6709\u6548\uff0c\u4e14K\u7ebf\u533a\u95f4\u64cd\u7eb5\u663e\u793a\u4e70\u65b9\u63a7\u5236\u56de\u8c03\u5e45\u5ea6\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u5468\u671f\u5747\u652f\u6301\u770b\u6da8\u65b9\u5411\uff1bIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2950\u4e0a\u65b9\u5b58\u5728\u6f5c\u5728\u53cd\u8f6c\u98ce\u9669\uff0c\u4e0eMFH\u591a\u5468\u671f\u9884\u6d4b\u76842980\u76ee\u6807\u5f62\u6210\u98ce\u9669\u5e73\u8861\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a\u826f\u597d\uff087/10\uff09\uff0c\u4e3b\u8981\u5206\u6b67\u5728\u4e8eIFVG\u5bf9\u77ed\u671f\u963b\u529b\u7684\u8c28\u614e\u6001\u5ea6\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 23:26:11
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2928.0, 2930.0, 2933.5], "resistance_levels": [2944.5, 2952.8], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u663e\u793a\u51fa\u660e\u786e\u7684\u4e0a\u5347\u52a8\u80fd\u3002EMA\u5feb\u7ebf\uff082933.77\uff09\u5df2\u4e0a\u7a7fEMA\u6162\u7ebf\uff082931.30\uff09\u5e76\u6301\u7eed\u6269\u5f20\uff0cRSI\u4ece54.21\u56de\u5347\u81f361.13\u8868\u660e\u4e70\u76d8\u529b\u91cf\u589e\u5f3a\u3002\u8fd1\u671f\u4ef7\u683c\u57282928.0\u5f62\u6210\u5f3a\u52b2\u652f\u6491\u540e\u8fde\u7eed\u6536\u9633\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u653e\u5927\uff08\u6700\u65b0K\u7ebf9960.695\uff09\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52944.5\u963b\u529b\u4f4d\uff0c\u7a81\u7834\u540e\u76ee\u6807\u4f4d\u770b\u54112952.8\u3002\u82e5\u7ef4\u6301\u5f53\u524d\u52a8\u91cf\uff0c\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0a\u63a22960-2970\u533a\u95f4\u3002\u5173\u952e\u98ce\u9669\u70b9\u4e3aRSI\u63a5\u8fd1\u8d85\u4e70\u533a\u57df\uff0c\u9700\u89c2\u5bdf\u662f\u5426\u51fa\u73b0\u9876\u80cc\u79bb\u4fe1\u53f7\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u7a33\u56fa\uff0c\u5feb\u6162\u7ebf\u95f4\u8ddd\u6269\u5927\u663e\u793a\u8d8b\u52bf\u52a0\u901f\uff1bRSI 61.13\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\uff0c\u672a\u8d85\u4e70\uff1bATR 6.71\u53cd\u6620\u6ce2\u52a8\u7387\u9002\u4e2d\uff0c\u9002\u5408\u8d8b\u52bf\u8ddf\u8e2a\uff1b\u6700\u65b0K\u7ebf\u4ef7\u683c\u53d8\u52a8+0.21%\u4f34\u968f\u6210\u4ea4\u91cf\u6fc0\u589e\uff0c\u786e\u8ba4\u7a81\u7834\u6709\u6548\u6027\u3002CRT\u5206\u6790\u663e\u793a\u4e3b\u529b\u901a\u8fc72928.0-2939.76\u533a\u95f4\u6d17\u76d8\u540e\u9009\u62e9\u5411\u4e0a\u7a81\u7834\u3002", "preliminary_signal": "buy", "signal_confidence": 70, "consistency_analysis": "SMC\u4e0eCRT\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8ba2\u5355\u57572930-2933\u533a\u57df\u8f6c\u5316\u4e3a\u652f\u6491\uff0c\u6d41\u52a8\u6027\u7f3a\u53e32928.0\u88ab\u6d4b\u8bd5\u540e\u5feb\u901f\u53cd\u5f39\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u5468\u671f\uff0815\u5206\u949f/1\u5c0f\u65f6\uff09\u5747\u5448\u591a\u5934\u6392\u5217\uff1bIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2944.5\u5b58\u5728\u77ed\u671f\u963b\u529b\u4f46\u975e\u53cd\u8f6c\u4fe1\u53f7\uff1bMFH\u591a\u5468\u671f\u9884\u6d4b\u652f\u6301\u5411\u4e0a\u5ef6\u7eed\u3002\u552f\u4e00\u8c28\u614e\u56e0\u7d20\u4e3aRSI\u63a5\u8fd165\u9608\u503c\uff0c\u9700\u76d1\u63a7\u52a8\u91cf\u6301\u7eed\u6027\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8bc4\u7ea7\uff1a\u826f\u597d\uff087/10\uff09\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 23:42:19
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2928.0, 2931.0, 2934.4], "resistance_levels": [2942.75, 2945.0, 2950.0], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u6e29\u548c\u4e0a\u5347\u8d8b\u52bf\u3002EMA\u5feb\u7ebf(2934.40)\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf(2931.79)\u4e0a\u65b9\uff0cRSI(57.66)\u5904\u4e8e\u5065\u5eb7\u770b\u6da8\u533a\u95f4\u3002\u8fd1\u671f\u4ef7\u683c\u57282928-2942\u533a\u95f4\u5185\u9707\u8361\u4e0a\u884c\uff0c\u6210\u4ea4\u91cf\u5728\u7a81\u7834\u65f6\u653e\u5927\u663e\u793a\u4e70\u76d8\u652f\u6491\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52945-2950\u963b\u529b\u533a\u57df\uff0c\u82e5\u7a81\u78342942.75\u524d\u9ad8\u5219\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0a\u63a22960\u3002\u5173\u952e\u652f\u6491\u4f4d\u4e8e2931-2928\u533a\u95f4\uff0c\u8dcc\u78342928\u5c06\u6539\u53d8\u77ed\u671f\u770b\u6da8\u7ed3\u6784\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u6301\u7eed\uff0c\u5feb\u7ebf\u9886\u51482.6\u70b9\u663e\u793a\u77ed\u671f\u52a8\u80fd\u504f\u591a\u3002RSI\u4ece54.21\u56de\u5347\u81f357.66\uff0c\u8131\u79bb\u8d85\u4e70\u533a\u57df\u540e\u5065\u5eb7\u4e0a\u884c\u3002ATR\u503c6.52\u663e\u793a\u4e2d\u7b49\u6ce2\u52a8\u7387\uff0c\u8f83\u524d\u5468\u671f\u7565\u6709\u6536\u655b\u3002volatility\u6307\u68070.222%\u8868\u660e\u5e02\u573a\u5904\u4e8e\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\u3002\u6700\u8fd1\u4e94\u6839K\u7ebf\u5448\u73b0'\u4f4e\u70b9\u9010\u6b65\u62ac\u9ad8'\u7684\u770b\u6da8\u7ed3\u6784\uff0c\u6536\u76d8\u4ef7\u5747\u7ad9\u7a33EMA\u6162\u7ebf\u4e4b\u4e0a\u3002", "preliminary_signal": "buy", "signal_confidence": 68, "consistency_analysis": "SMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2931-2928\u4e3a\u5173\u952e\u9700\u6c42\u533a\uff0c\u4e0eCRT\u7684K\u7ebf\u533a\u95f4\u64cd\u7eb5\u7406\u8bba\u57282930\u652f\u6491\u5f62\u6210\u5171\u632f\u3002IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u57282935\u9644\u8fd1\u5b58\u5728\u505a\u591a\u4fe1\u53f7\u3002RVGI+CCI\u52a8\u91cf\u590d\u5408\u6307\u6807\u5448\u73b0\u8f7b\u5fae\u770b\u6da8\u80cc\u79bb\u3002MTF\u591a\u65f6\u95f4\u6846\u67b6\u57281H/4H\u7ea7\u522b\u5747\u652f\u6301\u77ed\u671f\u4e0a\u884c\u3002\u4e3b\u8981\u5206\u6b67\u5728\u4e8e\u5f53\u524d\u4ef7\u683c\u63a5\u8fd1\u5c40\u90e8\u963b\u529b\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u63d0\u793a2942\u4e0a\u65b9\u5b58\u5728\u83b7\u5229\u4e86\u7ed3\u538b\u529b\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a\u826f\u597d(7/10)\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-27 23:58:32
market_state: 上升趋势，高波动
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf\uff0c\u9ad8\u6ce2\u52a8", "support_levels": [2936.0, 2930.0, 2928.0], "resistance_levels": [2960.0, 2975.0, 3000.0], "structure_score": 78, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u660e\u786e\u7684\u4e0a\u5347\u8d8b\u52bf\u7ed3\u6784\u3002EMA\u5feb\u7ebf\uff082936.63\uff09\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf\uff082933.05\uff09\u4e0a\u65b9\u4e14\u5dee\u503c\u6269\u5927\uff0cRSI\uff0866.86\uff09\u663e\u793a\u5f3a\u52bf\u4f46\u672a\u8d85\u4e70\uff0c\u6700\u65b0K\u7ebf\u7a81\u78342960\u963b\u529b\u5e76\u4f34\u968f47062\u6210\u4ea4\u91cf\u653e\u5927\u786e\u8ba4\u4e70\u76d8\u52a8\u80fd\u3002\u7ed3\u5408MTF\u5206\u6790\uff0c4\u5c0f\u65f6\u7ea7\u522b\u8d8b\u52bf\u4e0e15\u5206\u949f\u5f62\u6210\u5171\u632f\uff0cIFVG\u663e\u793a2930-2936\u533a\u57df\u5b58\u5728\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u652f\u6491\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52975-3000\u963b\u529b\u533a\u95f4\uff0c\u82e5\u7a81\u78343000\u5fc3\u7406\u5173\u53e3\u53ef\u80fd\u52a0\u901f\u4e0a\u884c\u3002\u5173\u952e\u98ce\u9669\u70b9\u4e3aRSI\u82e5\u7a81\u783470\u9700\u8b66\u60d5\u77ed\u671f\u56de\u8c03\u81f32936\u652f\u6491\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u5ef6\u7eed5\u4e2a\u5468\u671f\uff0c\u5dee\u503c\u4ece2.3\u6269\u5927\u81f33.6\u8868\u660e\u8d8b\u52bf\u52a0\u901f\uff1bRSI\u4ece56.42\u5f3a\u52bf\u6500\u5347\u81f366.86\uff0c\u52a8\u91cf\u6307\u6807RVGI+CCI\u540c\u6b65\u8f6c\u5f3a\uff1bATR\u4ece6.52\u9aa4\u589e\u81f38.57\u53cd\u6620\u6ce2\u52a8\u7387\u6269\u5f20\uff0c\u7ed3\u5408\u6210\u4ea4\u91cf\u66b4\u589e470%\u9a8c\u8bc1\u7a81\u7834\u6709\u6548\u6027\uff1bCRT\u5206\u6790\u663e\u793a\u6700\u540e\u4e24\u6839K\u7ebf\u5f62\u6210\u770b\u6da8\u541e\u566c\u5f62\u6001\uff0c\u4ef7\u683c\u6536\u4e8eEMA\u96c6\u7fa4\u4e0a\u65b9\u3002", "preliminary_signal": "buy", "signal_confidence": 82, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u9ad8\u5ea6\u4e00\u81f4\uff1aSMC\u8bc6\u522b2930-2936\u4e3a\u8ba2\u5355\u5757\u652f\u6491\u533a\u4e0e\u6700\u65b0K\u7ebf\u4f4e\u70b9\u91cd\u5408\uff1bIFVG\u786e\u8ba4\u8be5\u533a\u57df\u5b58\u5728\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u5f3a\u5316\u652f\u6491\u6709\u6548\u6027\uff1bCRT\u663e\u793a\u673a\u6784\u901a\u8fc7\u653e\u91cfK\u7ebf\u5b8c\u6210\u6d41\u52a8\u6027\u6d4b\u8bd5\uff1bRVGI+CCI\u4e0eMFH\u591a\u5468\u671f\u9884\u6d4b\u5747\u6307\u5411\u4e0a\u884c\u5ef6\u7eed\uff1bMTF\u663e\u793a1H/4H\u65f6\u95f4\u6846\u67b6\u8d8b\u52bf\u5bf9\u9f50\u3002\u552f\u4e00\u9700\u6ce8\u610fATR\u7a81\u589e\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u6ce2\u52a8\u52a0\u5267\uff0c\u4f46\u6574\u4f53\u770b\u6da8\u903b\u8f91\u7a33\u56fa\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 00:14:26
market_state: 上升趋势高波动
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf\u9ad8\u6ce2\u52a8", "support_levels": [2938.0, 2933.0, 2925.0], "resistance_levels": [2950.66, 2960.0, 2975.0], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b97\u6cd5\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u5468\u671f\u5448\u73b0\u660e\u786e\u7684\u4e0a\u5347\u8d8b\u52bf\u7ed3\u6784\u3002SMC\u663e\u793a\u57282938-2940\u533a\u57df\u5b58\u5728\u5f3a\u52bf\u8ba2\u5355\u5757\u652f\u6491\uff0cIFVG\u786e\u8ba4\u8be5\u533a\u57df\u65e0\u53cd\u5411\u7f3a\u53e3\u5a01\u80c1\u3002CRT\u5206\u6790\u8868\u660e23:45\u65f6\u523b\u51fa\u73b0\u653e\u91cf\u7a81\u7834K\u7ebf\uff08\u6210\u4ea4\u91cf50827.51\uff09\uff0c\u663e\u793a\u673a\u6784\u8d44\u91d1\u5165\u573a\u3002MTF\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u8d8b\u52bf\u540c\u6b65\u5411\u4e0a\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u652f\u6301\u672a\u67651-3\u5929\u76ee\u6807\u4f4d2975-3000\u533a\u95f4\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u5305\u62ec\uff1aEMA\u91d1\u53c9\u6301\u7eed\uff08fast>slow 5.04\u70b9\uff09\u3001RSI\u5904\u4e8e\u5f3a\u52bf\u533a\u95f4\uff0866.52\u672a\u8d85\u4e70\uff09\u3001ATR\u6269\u5f20\u81f38.18\u663e\u793a\u52a8\u80fd\u589e\u5f3a\u3002\u98ce\u9669\u70b9\u5728\u4e8e2950-2960\u533a\u57df\u5b58\u5728\u5386\u53f2\u6d41\u52a8\u6027\u963b\u529b\uff0c\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u56de\u8c03\u81f32940\u652f\u6491\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5448\u591a\u5934\u6392\u5217\uff08fast=2938.00>slow=2933.97\uff09\uff0c\u95f4\u8ddd\u6269\u5927\u663e\u793a\u8d8b\u52bf\u52a0\u901f\u3002RSI(66.52)\u5904\u4e8e\u5f3a\u52bf\u533a\u95f4\u4f46\u672a\u8d85\u4e70\uff0c\u7559\u6709\u4e0a\u884c\u7a7a\u95f4\u3002ATR(8.18)\u8f83\u524d\u671f6.52\u663e\u8457\u6269\u5f20\uff0c\u7ed3\u5408\u6ce2\u52a8\u73870.278%\u663e\u793a\u5e02\u573a\u8fdb\u5165\u9ad8\u6ce2\u52a8\u72b6\u6001\u3002\u6210\u4ea4\u91cf\u5206\u6790\u663e\u793a\u7a81\u7834K\u7ebf\uff0823:45\uff09\u91cf\u80fd\u662f\u5747\u91cf5\u500d\uff0c\u9a8c\u8bc1\u7a81\u7834\u6709\u6548\u6027\u3002CRT\u68c0\u6d4b\u5230K\u7ebf\u533a\u95f4\u6269\u5f20\u6a21\u5f0f\uff0c\u8868\u660e\u4e3b\u529b\u8d44\u91d1\u6b63\u5728\u4e3b\u5bfc\u8d8b\u52bf\u3002", "preliminary_signal": "buy", "signal_confidence": 78, "consistency_analysis": "\u5404\u7b97\u6cd5\u4fe1\u53f7\u5448\u73b0\u9ad8\u5ea6\u4e00\u81f4\u6027\uff1aSMC\u8ba2\u5355\u5757\u4e0eCRT\u7a81\u7834\u4fe1\u53f7\u5171\u540c\u6307\u54112938-2940\u652f\u6491\u533a\u57df\u6709\u6548\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\uff08RSI\u91d1\u53c9\uff09\u4e0eMTF\u591a\u5468\u671f\u770b\u6da8\u5f62\u6210\u5171\u632f\uff1bIFVG\u672a\u68c0\u6d4b\u5230\u53cd\u5411\u7f3a\u53e3\u524a\u5f31\u8d8b\u52bf\u7ed3\u6784\u3002\u552f\u4e00\u8f7b\u5fae\u5206\u6b67\u5728\u4e8eMFH\u8d85\u77ed\u671f\u63d0\u793a2950\u963b\u529b\u53ef\u80fd\u5f15\u53d11-2\u6839K\u7ebf\u56de\u8c03\uff0c\u4f46\u6574\u4f53\u8d8b\u52bf\u65b9\u5411\u4e00\u81f4\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u73af\u5883\uff0c\u589e\u5f3a\u4fe1\u53f7\u53ef\u9760\u6027\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 00:30:21
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2938.0, 2933.5, 2928.0], "resistance_levels": [2950.7, 2960.0, 2975.0], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u663e\u793a\u660e\u786e\u7684\u4e0a\u5347\u8d8b\u52bf\u7ed3\u6784\u3002EMA\u5feb\u7ebf(2938.65)\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf(2934.57)\u4e0a\u65b9\uff0cRSI(63.76)\u5904\u4e8e\u5065\u5eb7\u770b\u6da8\u533a\u95f4\u3002\u5173\u952e\u7a81\u7834\u53d1\u751f\u572823:45\u65f6\u523b\uff0c\u4ef7\u683c\u4ece2938.16\u5feb\u901f\u62c9\u5347\u52302960.0\uff0c\u5f62\u6210\u5f3a\u52bf\u8ba2\u5355\u5757\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52960\u963b\u529b\u4f4d\uff0c\u82e5\u7a81\u7834\u5219\u76ee\u6807\u4f4d\u770b\u54112980-3000\u533a\u57df\u3002\u9700\u8981\u5173\u6ce82938-2940\u652f\u6491\u533a\u95f4\u7684\u9632\u5b88\u60c5\u51b5\uff0c\u8be5\u4f4d\u7f6e\u7531\u8fd1\u671f\u8ba2\u5355\u5757\u548cEMA\u5bc6\u96c6\u533a\u6784\u6210", "indicator_analysis": "EMA\u53cc\u7ebf\u5448\u591a\u5934\u6392\u5217\u4e14\u6301\u7eed\u6269\u5f20\uff0cRSI\u572860-66\u533a\u95f4\u9707\u8361\u663e\u793a\u5065\u5eb7\u4e0a\u6da8\u52a8\u80fd\u3002ATR\u4ece6.52\u4e0a\u5347\u81f37.62\u8868\u660e\u6ce2\u52a8\u7387\u589e\u52a0\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u5728\u5173\u952e\u7a81\u7834\u65f6\u7684\u653e\u5927(50827)\uff0c\u786e\u8ba4\u8d8b\u52bf\u5f3a\u5ea6\u3002volatility\u6307\u6807\u4ece0.22\u5347\u81f30.26\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u6ce2\u52a8\u6269\u5f20", "preliminary_signal": "buy", "signal_confidence": 70, "consistency_analysis": "SMC\u4e0eCRT\u9ad8\u5ea6\u4e00\u81f4\uff1a23:45\u5927\u9633\u7ebf\u5f62\u6210\u5f3a\u52bf\u8ba2\u5355\u5757\uff0c\u540c\u65f6CRT\u663e\u793a\u673a\u6784\u5438\u7b79\u884c\u4e3a\u3002IFVG\u7b56\u7565\u786e\u8ba42938-2940\u5b58\u5728\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u652f\u6491\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u5468\u671f\u5206\u6790\u5747\u652f\u6301\u770b\u6da8\u89c2\u70b9\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u65f6\u95f4\u6846\u67b6\u8d8b\u52bf\u5bf9\u9f50\u3002\u552f\u4e00\u9700\u8981\u6ce8\u610f\u7684\u662f\u5f53\u524d\u4ef7\u683c\u63a5\u8fd1\u77ed\u671f\u963b\u529b\uff0c\u53ef\u80fd\u5b58\u5728\u5c0f\u5e45\u56de\u8c03\u98ce\u9669"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 00:46:17
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2936.4, 2928.0, 2915.0], "resistance_levels": [2960.0, 2975.0, 2990.0], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u7a33\u5065\u4e0a\u5347\u6001\u52bf\u3002EMA\u5feb\u7ebf(2941.13)\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf(2936.40)\u4e0a\u65b9\u4e14\u95f4\u8ddd\u6269\u5927\uff0cRSI(65.18)\u5904\u4e8e\u5065\u5eb7\u770b\u6da8\u533a\u95f4\u672a\u8d85\u4e70\u3002\u8fd1\u671f\u4ef7\u683c\u57282940-2960\u533a\u95f4\u6784\u7b51\u8ba2\u5355\u5757\u652f\u6491\uff0c\u7ed3\u5408\u6210\u4ea4\u91cf\u653e\u5927\u7279\u5f81\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52960\u6d41\u52a8\u6027\u7f3a\u53e3\u4e0a\u6cbf\uff0c\u7a81\u7834\u540e\u76ee\u6807\u4f4d\u770b\u54112975-2990\u533a\u57df\u3002\u5173\u952e\u98ce\u9669\u70b9\u5728\u4e8e2960\u963b\u529b\u4f4d\u7684\u53cd\u590d\u6d4b\u8bd5\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u56de\u8c03\uff0c\u4f46\u6574\u4f53\u7ed3\u6784\u652f\u6491\u7ee7\u7eed\u4e0a\u653b", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u7ef4\u63015\u4e2a\u5468\u671f\uff0c\u5feb\u6162\u7ebf\u95f4\u8ddd\u4ece4.7\u6269\u5927\u81f34.73\u663e\u793a\u52a0\u901f\u52a8\u80fd\uff1bRSI\u4ece66.03\u56de\u8c03\u81f365.18\u5c5e\u4e8e\u5065\u5eb7\u6574\u7406\uff0c\u672a\u51fa\u73b0\u80cc\u79bb\u4fe1\u53f7\uff1bATR\u4ece8.57\u6536\u7f29\u81f36.74\u8868\u660e\u6ce2\u52a8\u7387\u6b63\u5e38\u5316\uff0c\u6709\u5229\u4e8e\u8d8b\u52bf\u5ef6\u7eed\uff1bvolatility\u6307\u6807\u4ece0.29\u964d\u81f30.23\u53cd\u6620\u5e02\u573a\u60c5\u7eea\u8d8b\u4e8e\u7a33\u5b9a", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC\u4e0eCRT\u9ad8\u5ea6\u4e00\u81f4\uff1a\u6700\u65b0\u8ba2\u5355\u5757(2940-2945)\u4e0eK\u7ebf\u533a\u95f4\u64cd\u7eb5\u5f62\u6210\u7684\u652f\u6491\u91cd\u5408\uff1bIFVG\u4fe1\u53f7\u4e2d\u6027\u56e0\u672a\u51fa\u73b0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u5468\u671f(1H/4H)\u5747\u5448\u73b0\u770b\u6da8\u5171\u632f\uff1bMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u77ed\u671f(4H)\u4e0e\u4e2d\u671f(1D)\u65b9\u5411\u4e00\u81f4\u3002\u4e3b\u8981\u5206\u6b67\u5728\u4e8e2960\u963b\u529b\u4f4d\u9644\u8fd1\u53ef\u80fd\u5b58\u5728SMC\u5b9a\u4e49\u7684\u6d41\u52a8\u6027\u730e\u6740\u884c\u4e3a"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 01:02:23
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2941.83, 2936.93, 2928.5], "resistance_levels": [2950.66, 2958.0, 2965.0], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u6e29\u548c\u4e0a\u5347\u8d8b\u52bf\u3002EMA\u5feb\u7ebf(2941.57)\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf(2936.93)\u4e0a\u65b9\uff0cRSI(62.93)\u5904\u4e8e\u5065\u5eb7\u770b\u6da8\u533a\u95f4\u3002\u8fd1\u671f\u4ef7\u683c\u57282941-2950\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52950.66\u963b\u529b\u4f4d\uff0c\u7a81\u7834\u540e\u76ee\u6807\u4f4d\u770b\u54112958-2965\u533a\u57df\u3002CRT\u5206\u6790\u663e\u793a\u4e70\u65b9\u57282943-2947\u533a\u95f4\u5b58\u5728\u79ef\u6781\u9632\u5b88\uff0c\u914d\u5408RVGI+CCI\u52a8\u91cf\u6307\u6807\u7684\u6b63\u5411\u80cc\u79bb\uff0c\u77ed\u671f\u504f\u5411\u770b\u6da8\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5448\u591a\u5934\u6392\u5217(\u5dee\u503c4.63)\uff0cRSI\u5904\u4e8e62.93\u7684\u504f\u5f3a\u533a\u57df\u4f46\u672a\u8d85\u4e70\u3002ATR(6.69)\u663e\u793a\u6ce2\u52a8\u7387\u8f83\u524d\u5468\u671f\u4e0b\u964d26%\uff0c\u8868\u660e\u5e02\u573a\u8fdb\u5165\u6574\u7406\u9636\u6bb5\u3002\u8fd1\u671f\u8721\u70db\u56fe\u663e\u793a\u57282941.83\u5904\u5f62\u6210\u660e\u663e\u652f\u6491\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u5728\u4ef7\u683c\u53cd\u5f39\u65f6\u653e\u5927(\u6700\u540e\u4e00\u6839K\u7ebf\u632f\u5e450.1%\u4f46\u5b9e\u73b0\u4e0a\u6da8)\uff0c\u53cd\u6620\u4e70\u65b9\u529b\u91cf\u9010\u6b65\u79ef\u7d2f\u3002", "preliminary_signal": "buy", "signal_confidence": 70, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u7b49\u504f\u5f3a\u4e00\u81f4\u6027\uff1aSMC\u663e\u793a2941.83\u8ba2\u5355\u5757\u5f62\u6210\u652f\u6491\uff0cIFVG\u786e\u8ba4\u8be5\u4f4d\u7f6e\u65e0\u53cd\u5411\u7f3a\u53e3\u5a01\u80c1\uff0cCRT\u5206\u6790\u6700\u540e\u4e00\u6839K\u7ebf\u6536\u76d8\u4ef7\u6536\u590d\u524d\u4e24\u6839\u9634\u7ebf\u5931\u5730\u4f53\u73b0\u4e70\u65b9\u63a7\u5236\u529b\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u5468\u671f(EMA\u6392\u5217)\u5747\u652f\u6301\u770b\u6da8\u65b9\u5411\uff0c\u4f46\u5f53\u524d\u4ef7\u683c\u63a5\u8fd1\u533a\u95f4\u4e0a\u6cbf\u9700\u8b66\u60d52950.66\u963b\u529b\u6548\u5e94\u3002\u4f18\u5316\u5668\u53c2\u6570\u5df2\u9002\u5e94\u5f53\u524d\u6ce2\u52a8\u7387\u73af\u5883(0.227)\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 01:18:47
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2939.25, 2937.23], "resistance_levels": [2948.67, 2949.37], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1ETH/USDT\u5728\u672a\u67651-3\u5929\u5185\u5c06\u5448\u73b0\u9707\u8361\u4e0a\u884c\u6001\u52bf\u3002EMA\u5feb\u7ebf\u6301\u7eed\u8fd0\u884c\u4e8e\u6162\u7ebf\u4e0a\u65b9\u4e14\u4fdd\u6301\u91d1\u53c9\u72b6\u6001\uff0c\u663e\u793a\u77ed\u671f\u52a8\u80fd\u504f\u5f3a\u3002\u8fd1\u671f\u4ef7\u683c\u57282940-2950\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0c\u7ed3\u5408SMC\u5206\u6790\uff0c2939.25\u4f4e\u70b9\u5f62\u6210\u6709\u6548\u8ba2\u5355\u5757\u652f\u6491\uff0c\u800c2948-2950\u533a\u57df\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u538b\u529b\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793aRSI\u4ece64\u56de\u8c03\u81f358\u4ecd\u5904\u4e8e\u5065\u5eb7\u8c03\u6574\u533a\u95f4\uff0c\u672a\u51fa\u73b0\u8d85\u4e70\u4fe1\u53f7\u3002MTF\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u5468\u671f\u5747\u4fdd\u6301\u4e0a\u884c\u7ed3\u6784\uff0c\u9884\u8ba1\u4ef7\u683c\u5c06\u5148\u6d4b\u8bd52950\u963b\u529b\u4f4d\uff0c\u7a81\u7834\u540e\u6709\u671b\u54112965-2970\u533a\u57df\u8fd0\u884c\u3002\u5173\u952e\u98ce\u9669\u70b9\u5728\u4e8eATR\u6ce2\u52a8\u7387\u6301\u7eed\u6536\u7f29\u81f36.72\uff0c\u9700\u8b66\u60d5\u7a81\u7834\u540e\u7684\u6ce2\u52a8\u653e\u5927\u6548\u5e94\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u6301\u7eed4\u4e2a\u5468\u671f\uff0c\u5feb\u7ebf2941.50\u9ad8\u4e8e\u6162\u7ebf2937.23\uff0c\u8d8b\u52bf\u52a8\u80fd\u79ef\u6781\u3002RSI\u4ece64.38\u56de\u8c03\u81f358.12\uff0c\u5c5e\u4e8e\u5065\u5eb7\u7684\u6280\u672f\u6027\u8c03\u6574\u3002ATR\u4ece7.61\u6536\u7f29\u81f36.72\uff0c\u6ce2\u52a8\u7387\u4e0b\u964d23%\uff0c\u6697\u793a\u5373\u5c06\u51fa\u73b0\u65b9\u5411\u6027\u7a81\u7834\u3002\u8fd1\u671fK\u7ebf\u663e\u793a\u4ef7\u683c\u57282940-2950\u533a\u95f4\u5f62\u6210\u6536\u655b\u7ed3\u6784\uff0cCRT\u5206\u6790\u8868\u660e\u6700\u540e\u4e24\u6839K\u7ebf\u51fa\u73b0\u5b55\u7ebf\u5f62\u6001\uff0c\u9884\u793a\u6ce2\u52a8\u6536\u7a84\u540e\u7684\u7a81\u7834\u53ef\u80fd\u6027\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u7b49\u504f\u5f3a\u4e00\u81f4\u6027\uff1aSMC\u4e0eCRT\u5747\u6307\u54112940\u4e0b\u65b9\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0cIFVG\u663e\u793a\u5f53\u524d\u4ef7\u683c\u5904\u4e8e\u6b63\u5411\u4ef7\u503c\u533a\u57df\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0eMTF\u591a\u5468\u671f\u5206\u6790\u5171\u540c\u652f\u6301\u77ed\u671f\u4e0a\u884c\u89c2\u70b9\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a1\u5c0f\u65f6\u4e0e4\u5c0f\u65f6\u5468\u671f\u5bf9\u9f50\u770b\u6da8\uff0c\u4f46\u65e5\u7ebf\u7ea7\u522b\u4ecd\u5904\u4e8e\u9707\u8361\u683c\u5c40\u3002\u4e3b\u8981\u5206\u6b67\u5728\u4e8eATR\u6ce2\u52a8\u7387\u6536\u7f29\u53ef\u80fd\u5f15\u53d1\u5047\u7a81\u7834\u98ce\u9669\uff0c\u9700\u7ed3\u5408\u6210\u4ea4\u91cf\u786e\u8ba4\u3002\u6574\u4f53\u7b56\u7565\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a7.2/10\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 01:34:54
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2939.25, 2937.66, 2935.47], "resistance_levels": [2948.67, 2949.37, 2952.0], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b56\u7565\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u57281-3\u5929\u5185\u53ef\u80fd\u5448\u73b0\u9707\u8361\u4e0a\u884c\u6001\u52bf\u3002\u5f53\u524d\u4ef7\u683c2943.44\u4f4d\u4e8eEMA\u5feb\u7ebf\uff082941.73\uff09\u4e4b\u4e0a\u4e14\u4fdd\u6301\u91d1\u53c9\u72b6\u6001\uff0c\u663e\u793a\u77ed\u671f\u52a8\u80fd\u504f\u591a\u3002SMC\u7b56\u7565\u8bc6\u522b2940-2942\u533a\u57df\u4e3a\u8fd1\u671f\u8ba2\u5355\u5757\u652f\u6491\uff0c\u7ed3\u5408IFVG\u5206\u67902939.25\u4f4e\u70b9\u5f62\u6210\u7684\u6d41\u52a8\u6027\u7f3a\u53e3\u5177\u5907\u5438\u5f15\u529b\u3002MTF\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u56fe\u4ecd\u5904\u4e8e\u4e0a\u5347\u901a\u9053\uff0c\u4f461\u5c0f\u65f6\u56feRSI\uff0848.88\uff09\u4e2d\u6027\u504f\u5f31\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u6574\u7406\u3002\u5173\u952e\u963b\u529b\u4f4d\u4e8e2948.67-2949.37\u533a\u95f4\uff0c\u7a81\u7834\u540e\u76ee\u6807\u770b\u54112958-2962\u533a\u57df\u3002\u82e5\u8dcc\u78342937.66\u652f\u6491\u5219\u53ef\u80fd\u6d4b\u8bd52930\u4ee5\u4e0b\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u6301\u7eed5\u4e2a\u5468\u671f\uff08ema_crossover=1\uff09\u4f46\u659c\u7387\u5e73\u7f13\uff0cRSI\u4ece64.38\u56de\u843d\u81f348.88\u663e\u793a\u52a8\u91cf\u6536\u655b\uff0cATR\u4ece7.51\u6536\u7f29\u81f36.20\u8868\u660e\u6ce2\u52a8\u7387\u4e0b\u964d\u3002CRT\u5206\u6790\u663e\u793a\u6700\u8fd1K\u7ebf\u5b9e\u4f53\u6536\u7a84\uff082942.41-2943.44\uff09\u4f34\u968f\u91cf\u80fd\u840e\u7f29\uff0c\u53cd\u6620\u5e02\u573a\u5904\u4e8e\u65b9\u5411\u9009\u62e9\u524d\u591c\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u5904\u4e8e\u96f6\u8f74\u9644\u8fd1\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u65e5\u7ebf\u7ea7\u522b\u4ecd\u7ef4\u6301\u4e0a\u884c\u7ed3\u6784\u3002", "preliminary_signal": "buy", "signal_confidence": 68, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u7b49\u4e00\u81f4\u6027\uff1aSMC\u4e0eMTF\u5747\u652f\u6301\u770b\u6da8\u7ed3\u6784\uff08\u8ba2\u5355\u5757\u652f\u6491+\u591a\u5468\u671f\u5bf9\u9f50\uff09\uff0cCRT\u663e\u793a\u533a\u95f4\u6536\u655b\u6709\u5229\u4e8e\u7a81\u7834\u65b9\u5411\u9009\u62e9\u3002\u4f46IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2948\u4e0a\u65b9\u5b58\u5728\u6f5c\u5728\u53cd\u8f6c\u98ce\u9669\uff0cRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e2d\u6027\u524a\u5f31\u770b\u6da8\u5f3a\u5ea6\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u5e94\u5f53\u524d\u6ce2\u52a8\u73af\u5883\uff0c\u5efa\u8bae\u91c7\u7528\u7a81\u78342949\u540e\u8ffd\u591a\u6216\u56de\u8e292940\u9644\u8fd1\u5206\u6279\u5efa\u4ed3\u7684\u6df7\u5408\u7b56\u7565\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 01:51:58
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2939.25, 2937.97], "resistance_levels": [2945.67, 2949.37], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u533a\u95f4\u9707\u8361\u7279\u5f81\u3002EMA\u5feb\u7ebf\uff082941.75\uff09\u4e0e\u6162\u7ebf\uff082937.97\uff09\u4fdd\u6301\u91d1\u53c9\u4f46\u6536\u655b\uff0cRSI\uff0852.9\uff09\u5904\u4e8e\u4e2d\u6027\u533a\u57df\uff0cATR\uff085.89\uff09\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\u3002\u8fd1\u671f\u4ef7\u683c\u57282939.25-2949.37\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0cCRT\u663e\u793aK\u7ebf\u5b9e\u4f53\u7f29\u7a84\u8868\u660e\u591a\u7a7a\u535a\u5f08\u5747\u8861\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c\u82e5\u7a81\u78342945.67\u963b\u529b\u5219\u77ed\u671f\u76ee\u6807\u770b2952-2955\u533a\u57df\uff0c\u82e5\u8dcc\u78342939.25\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a22932-2930\u533a\u95f4\u3002\u672a\u67651-3\u5929\u9700\u5173\u6ce8\u6ce2\u52a8\u7387\u653e\u5927\u65f6\u7684\u65b9\u5411\u9009\u62e9", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u4f46\u95f4\u8ddd\u6536\u7a84\uff08\u5dee\u503c3.78\uff09\uff0c\u53cd\u6620\u77ed\u671f\u52a8\u80fd\u51cf\u5f31\uff1bRSI\u4ece61.6\u56de\u843d\u81f352.9\uff0c\u8131\u79bb\u8d85\u4e70\u4f46\u672a\u8fdb\u5165\u8d85\u5356\uff1bATR\u4ece7.23\u6536\u7f29\u81f35.89\uff0c\u6ce2\u52a8\u7387\u4e0b\u964d20.4%\uff1b\u6210\u4ea4\u91cf\u5448\u9012\u51cf\u8d8b\u52bf\uff08\u6700\u65b01883.36\uff09\uff0c\u7b26\u5408\u9707\u8361\u5e02\u7279\u5f81\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u6697\u793a\u5f53\u524d\u7f3a\u4e4f\u5355\u8fb9\u9a71\u52a8\u529b", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u51fa\u73b0\u4e2d\u5ea6\u5206\u5316\uff1aSMC\u8ba2\u5355\u5757\u4e0eIFVG\u57282940-2943\u533a\u57df\u5f62\u6210\u5171\u632f\u652f\u6491\uff0c\u4f46CRT\u663e\u793aK\u7ebf\u533a\u95f4\u6536\u7a84\u6697\u793a\u7a81\u7834\u5728\u5373\u3002MTF\u591a\u5468\u671f\u5206\u6790\u4e2d\uff0c\u66f4\u9ad8\u65f6\u95f4\u6846\u67b6\u4ecd\u5904\u4e8e\u76d8\u6574\u7ed3\u6784\uff0c\u4e0e\u5f53\u524d15\u5206\u949f\u9707\u8361\u5f62\u6210\u547c\u5e94\u3002RVGI+CCI\u52a8\u91cf\u4e0eMFH\u9884\u6d4b\u5747\u6307\u5411\u7b49\u5f85\u65b9\u5411\u786e\u8ba4\uff0c\u4f18\u5316\u5668\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u52a8\u73af\u5883\u3002\u6574\u4f53\u800c\u8a00\uff0c\u9707\u8361\u6536\u655b\u9636\u6bb5\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u786e\u8ba4"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 02:08:27
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2938.39, 2937.19, 2936.77], "resistance_levels": [2948.52, 2945.67, 2943.9], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u663e\u793a\u660e\u786e\u7684\u4e0a\u5347\u8d8b\u52bf\u7ed3\u6784\u3002\u5f53\u524d\u4ef7\u683c2943.09\u4f4d\u4e8e\u5feb\u901fEMA(2942.04)\u548c\u6162\u901fEMA(2938.39)\u4e4b\u4e0a\uff0cEMA\u91d1\u53c9\u6301\u7eed\u5b58\u5728\u3002RSI\u4ece48.75\u53cd\u5f39\u81f367.87\u663e\u793a\u4e70\u76d8\u52a8\u80fd\u589e\u5f3a\uff0c\u4f46\u63a5\u8fd1\u8d85\u4e70\u533a\u57df\u3002\u5173\u952e\u963b\u529b\u4f4d\u57282948.52\uff08\u8fd1\u671f\u9ad8\u70b9\uff09\uff0c\u7a81\u7834\u540e\u76ee\u6807\u4f4d\u53ef\u770b\u81f32960-2970\u533a\u95f4\u3002\u652f\u6491\u533a\u57df\u96c6\u4e2d\u57282936-2938\u7684EMA\u5bc6\u96c6\u533a\uff0c\u82e5\u8dcc\u78342936\u5219\u77ed\u671f\u8d8b\u52bf\u53ef\u80fd\u8f6c\u4e3a\u9707\u8361\u3002ATR\u4ece6.87\u4e0b\u964d\u81f35.47\u8868\u660e\u6ce2\u52a8\u7387\u6536\u655b\uff0c\u53ef\u80fd\u915d\u917f\u65b0\u65b9\u5411\u7a81\u7834\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5448\u591a\u5934\u6392\u5217\u4e14\u6301\u7eed\u4e0a\u884c\uff0cRSI 67.87\u663e\u793a\u5f3a\u52bf\u4f46\u672a\u8d85\u4e70\uff0cATR\u4e0b\u964d\u6697\u793a\u6ce2\u52a8\u6536\u7f29\u540e\u7684\u7a81\u7834\u6982\u7387\u589e\u52a0\u3002\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u4f4e\u70b9\u540c\u6b65\u4e0a\u79fb\u7684\u5178\u578b\u4e0a\u5347\u7ed3\u6784\uff0c\u6210\u4ea4\u91cf\u5728\u4ef7\u683c\u56de\u8c03\u65f6\u6536\u7f29\uff08\u598201:30\u8721\u70db3273\u4e07\uff09\u3001\u4e0a\u6da8\u65f6\u653e\u91cf\uff0801:15\u8721\u70db10488\u4e07\uff09\uff0c\u7b26\u5408\u5065\u5eb7\u8d8b\u52bf\u7279\u5f81\u3002", "preliminary_signal": "buy", "signal_confidence": 70, "consistency_analysis": "SMC\u4e0eCRT\u4fe1\u53f7\u4e00\u81f4\u770b\u591a\uff1a\u8ba2\u5355\u5757\u4f4d\u4e8e2937-2940\u533a\u95f4\u4e14\u4ef7\u683c\u7ad9\u7a33\u5176\u4e0a\uff0cCRT\u663e\u793a\u673a\u6784\u901a\u8fc7\u91cf\u4ef7\u914d\u5408\u64cd\u7eb5\u7a81\u7834\u3002IFVG\u672a\u51fa\u73b0\u660e\u663e\u53cd\u5411\u7f3a\u53e3\uff0cRVGI+CCI\u52a8\u91cf\u6307\u6807\u652f\u6301\u4e0a\u884c\u3002MTF\u591a\u5468\u671f\u5206\u6790\uff08\u7ed3\u54081H/4H\uff09\u786e\u8ba415\u5206\u949f\u8d8b\u52bf\u5177\u5907\u9ad8\u65f6\u95f4\u6846\u67b6\u652f\u6491\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u73af\u5883\uff0c\u6574\u4f53\u7b56\u7565\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a\u826f\u597d\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 02:24:28
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2938.74, 2931.4, 2925.0], "resistance_levels": [2950.0, 2962.5, 2978.0], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8e\u591a\u91cd\u6280\u672f\u6307\u6807\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u65f6\u95f4\u6846\u67b6\u5185\u5448\u73b0\u660e\u786e\u7684\u4e0a\u5347\u8d8b\u52bf\u7ed3\u6784\u3002EMA\u5feb\u7ebf(2942.22)\u5df2\u4e0a\u7a7fEMA\u6162\u7ebf(2938.74)\u5e76\u6301\u7eed\u7ef4\u6301\u6b63\u5411\u6392\u5217\uff0cRSI(66.92)\u5904\u4e8e\u5f3a\u52bf\u533a\u95f4\u4f46\u672a\u8d85\u4e70\uff0cATR(5.20)\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u4eceCRT\u5206\u6790\u770b\uff0c\u6700\u8fd15\u6839K\u7ebf\u5448\u73b0\u4f4e\u70b9\u9010\u6b65\u62ac\u9ad8\u5f62\u6001\uff0c\u4e14\u6700\u65b0\u8721\u70db\u5b9e\u4f53\u6536\u4e8e\u524d\u9ad8\u4e4b\u4e0a\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c4\u5c0f\u65f6\u548c1\u5c0f\u65f6\u65f6\u95f4\u6846\u67b6\u5747\u663e\u793a\u4e0a\u5347\u52a8\u80fd\u5ef6\u7eed\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u6d4b\u8bd52950-2962\u963b\u529b\u533a\u95f4\uff0c\u82e5\u7a81\u78342962.5\u5219\u53ef\u80fd\u8fdb\u4e00\u6b65\u4e0a\u63a22978\u76ee\u6807\u4f4d\u3002\u5173\u952e\u652f\u6491\u89c2\u5bdf2938.74\uff08EMA\u6162\u7ebf\uff09\u548c2931.4\uff08\u8fd1\u671f\u6446\u52a8\u4f4e\u70b9\uff09", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u4e14\u5feb\u7ebf\u6301\u7eed\u9886\u5148\uff0c\u786e\u8ba4\u77ed\u671f\u4e0a\u5347\u52a8\u80fd\uff1bRSI 66.92\u663e\u793a\u5f3a\u52bf\u4f46\u5b58\u5728\u56de\u8c03\u7a7a\u95f4\uff1bATR\u4ece6.72\u6536\u7f29\u81f35.20\u8868\u660e\u6ce2\u52a8\u7387\u6b63\u5e38\u5316\uff1bvolatility 0.176%\u5904\u4e8e\u5065\u5eb7\u8d8b\u52bf\u6ce2\u52a8\u8303\u56f4\u3002CRT\u663e\u793a\u4ef7\u683c\u57282941-2945\u533a\u95f4\u5f62\u6210\u7d27\u51d1\u6574\u7406\u540e\u7a81\u7834\uff0c\u7b26\u5408\u8d8b\u52bf\u5ef6\u7eed\u7279\u5f81\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u652f\u6301\u770b\u6da8\u89c2\u70b9", "preliminary_signal": "buy", "signal_confidence": 75, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u9ad8\u5ea6\u4e00\u81f4\u6027\uff1aSMC\u8bc6\u522b2940-2942\u533a\u57df\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0cIFVG\u663e\u793a\u65e0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\u5a01\u80c1\uff0cCRT\u786e\u8ba4\u533a\u95f4\u7a81\u7834\u6709\u6548\uff0cRVGI+CCI\u52a8\u91cf\u6307\u6807\u770b\u591a\uff0cMTF\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793a4H/1H/15M\u5747\u5448\u770b\u6da8\u6392\u5217\u3002\u552f\u4e00\u9700\u8981\u6ce8\u610f\u7684\u662fRSI\u63a5\u8fd1\u8d85\u4e70\u533a\u57df\u53ef\u80fd\u5f15\u53d1\u77ed\u671f\u56de\u8c03\uff0c\u4f46\u6574\u4f53\u7ed3\u6784\u652f\u6301\u8d8b\u52bf\u5ef6\u7eed"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 02:40:28
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2942.98, 2939.37, 2938.82], "resistance_levels": [2948.59, 2950.0, 2955.0], "structure_score": 78, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u660e\u786e\u7684\u4e0a\u5347\u8d8b\u52bf\u7ed3\u6784\u3002EMA\u5feb\u7ebf(2942.98)\u6301\u7eed\u8fd0\u884c\u5728EMA\u6162\u7ebf(2939.37)\u4e0a\u65b9\uff0c\u4e14\u4ef7\u683c\u7ad9\u7a33\u5728\u4e24\u6761EMA\u4e4b\u4e0a\u3002RSI\u6307\u6807\u7ef4\u6301\u572866.98\u7684\u5065\u5eb7\u504f\u5f3a\u533a\u57df\uff0c\u663e\u793a\u4e70\u65b9\u52a8\u80fd\u6301\u7eed\u3002\u4eceCRT\u5206\u6790\u770b\uff0c\u6700\u8fd1\u4e09\u6839K\u7ebf\u5448\u73b0\u4f4e\u70b9\u9010\u6b65\u62ac\u9ad8\u3001\u9ad8\u70b9\u7a81\u7834\u7684\u770b\u6da8\u7ed3\u6784\uff0c\u7279\u522b\u662f02:15-02:30\u65f6\u6bb5\u51fa\u73b0\u660e\u663e\u7684\u7a81\u7834\u6027\u4e0a\u6da8\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u4ef7\u683c\u5c06\u6d4b\u8bd52950-2960\u963b\u529b\u533a\u57df\uff0c\u5173\u952e\u76ee\u6807\u4f4d\u57282955\u9644\u8fd1\u3002\u82e5\u7a81\u78342950\uff0c\u4e0b\u4e00\u76ee\u6807\u770b\u54112970\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5448\u591a\u5934\u6392\u5217(\u5feb\u7ebf2942.98 > \u6162\u7ebf2939.37)\uff0c\u4ea4\u53c9\u4fe1\u53f7\u6301\u7eed\u6709\u6548\u3002RSI(66.98)\u5904\u4e8e\u5f3a\u52bf\u533a\u95f4\u4f46\u672a\u8d85\u4e70\uff0c\u5b58\u5728\u8fdb\u4e00\u6b65\u4e0a\u884c\u7a7a\u95f4\u3002ATR(5.09)\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\uff0cVolatility(0.17%)\u5904\u4e8e\u5065\u5eb7\u6c34\u5e73\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u663e\u793a\u4e70\u65b9\u52a8\u91cf\u5360\u4f18\uff0c\u4ef7\u683c\u53d8\u5316\u7387\u8f6c\u6b63\u786e\u8ba4\u4e0a\u5347\u52a8\u80fd\u3002", "preliminary_signal": "buy", "signal_confidence": 75, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u9ad8\u5ea6\u4e00\u81f4\u6027\uff1aSMC\u8bc6\u522b2941-2942\u533a\u57df\u4e3a\u6709\u6548\u8ba2\u5355\u5757\u652f\u6491\uff1bIFVG\u663e\u793a\u65e0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\u5a01\u80c1\uff1bCRT\u786e\u8ba4\u4e0a\u5347K\u7ebf\u7ed3\u6784\u5b8c\u6574\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u652f\u6301\u770b\u6da8\uff1bMTF\u591a\u5468\u671f\u5206\u6790\u663e\u793a4H-1D\u7ea7\u522b\u5747\u4fdd\u6301\u4e0a\u5347\u7ed3\u6784\u3002\u552f\u4e00\u9700\u8981\u6ce8\u610f\u7684\u662fRSI\u63a5\u8fd170\u6c34\u5e73\uff0c\u77ed\u671f\u53ef\u80fd\u5b58\u5728\u6280\u672f\u6027\u56de\u8c03\uff0c\u4f46\u6574\u4f53\u770b\u6da8\u903b\u8f91\u7a33\u56fa\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 02:56:24
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2941.8, 2939.85, 2938.82], "resistance_levels": [2948.59, 2950.0, 2952.5], "structure_score": 75, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u7a33\u5065\u4e0a\u5347\u7ed3\u6784\u3002EMA\u5feb\u7ebf(2943.43)\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf(2939.85)\u4e0a\u65b9\u4e14\u4ef7\u5dee\u6269\u5927\uff0cRSI\u4ece\u9ad8\u4f4d67.8\u5065\u5eb7\u56de\u8c03\u81f360.8\u663e\u793a\u52a8\u80fd\u79ef\u84c4\u3002\u8fd1\u671f\u8721\u70db\u8fde\u7eed\u6536\u4e8eEMA\u652f\u6491\u4e4b\u4e0a\uff0c\u7ed3\u5408ATR\u4ece5.92\u6536\u7f29\u81f34.66\u8868\u660e\u6ce2\u52a8\u7387\u89c4\u8303\u5316\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52950-2952\u963b\u529b\u533a\u95f4\uff0c\u82e5\u7a81\u7834\u5219\u4e0a\u770b2960-2965\u533a\u57df\u3002\u5173\u952e\u652f\u6491\u4f4d\u4e8e2941.8\u8fd1\u671f\u4f4e\u70b9\u548c2939.85\u6162\u7ebf\u91cd\u5408\u533a\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u5ef6\u7eed(\u4ea4\u53c9\u503c=1)\uff0c\u5feb\u6162\u7ebf\u95f4\u8ddd3.58\u70b9\u663e\u793a\u8d8b\u52bf\u5f3a\u5ea6\u3002RSI 60.8\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\uff0c\u8fdc\u79bb\u8d85\u4e70\u7ebf\u3002ATR\u6536\u7f29\u81f34.66\u8868\u660e\u6ce2\u52a8\u7387\u6b63\u5e38\u5316\uff0c\u6709\u5229\u4e8e\u8d8b\u52bf\u5ef6\u7eed\u3002volatility\u6307\u68070.158\u663e\u793a\u4e2d\u7b49\u6ce2\u52a8\u73af\u5883\u3002\u6700\u8fd1\u4e09\u6839\u8721\u70db\u6536\u76d8\u4ef7\u8fde\u7eed\u8d70\u9ad8(2945.42\u21922945.88\u21922946.2)\uff0c\u7ed3\u5408\u6210\u4ea4\u91cf\u653e\u5927\u786e\u8ba4\u4e70\u65b9\u4e3b\u5bfc\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC\u4e0eCRT\u4fe1\u53f7\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8ba2\u5355\u5757\u5f62\u6210\u4e8e2941.8\u4f4e\u70b9\u533a\u57df\uff0c\u8721\u70db\u533a\u95f4\u64cd\u7eb5\u663e\u793a\u4e70\u65b9\u57282944-2946\u533a\u95f4\u6301\u7eed\u5438\u6536\u5356\u538b\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u914d\u5408EMA\u91d1\u53c9\u786e\u8ba4\u591a\u5934\u52a8\u80fd\u3002MTF\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u7ea7\u522b\u5747\u4fdd\u6301\u4e0a\u884c\u7ed3\u6784\u3002IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2948.59\u524d\u9ad8\u4e3a\u5173\u952e\u6d4b\u8bd5\u4f4d\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u73af\u7484\u3002\u4e3b\u8981\u98ce\u9669\u5728\u4e8eRSI\u53ef\u80fd\u5f62\u6210\u9876\u80cc\u79bb\uff0c\u9700\u5173\u6ce82950\u7a81\u7834\u529b\u5ea6\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 03:12:34
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2940.09, 2938.82, 2938.29], "resistance_levels": [2948.59, 2946.83, 2946.5], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8e\u591a\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u9707\u8361\u4e0a\u884c\u7ed3\u6784\u3002EMA\u5feb\u7ebf(2943.39)\u6301\u7eed\u4f4d\u4e8e\u6162\u7ebf(2940.09)\u4e0a\u65b9\u4e14\u4ef7\u5dee\u7a33\u5b9a\u57283.3\u70b9\uff0cRSI\u4ece\u8d85\u4e70\u533a\u57df67.8\u5065\u5eb7\u56de\u8c03\u81f358.3\uff0c\u663e\u793a\u52a8\u80fd\u79ef\u84c4\u3002ATR\u4ece5.47\u6536\u7f29\u81f34.57\u8868\u660e\u6ce2\u52a8\u7387\u6536\u655b\uff0c\u7ed3\u5408CRT\u7406\u8bba\u6700\u8fd1\u4e09\u6839K\u7ebf\u57282942-2946\u533a\u95f4\u5f62\u6210\u538b\u7f29\u4e09\u89d2\uff0c\u9884\u8ba124-48\u5c0f\u65f6\u5185\u5c06\u5411\u4e0a\u7a81\u78342950\u5173\u952e\u963b\u529b\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u7ea7\u522b\u8ba2\u5355\u5757\u805a\u96c6\u57282938-2942\u533a\u57df\uff0c\u8be5\u533a\u57df\u4e0eEMA\u6162\u7ebf\u91cd\u5408\u5f62\u6210\u5f3a\u652f\u6491\uff0c\u4e0a\u884c\u76ee\u6807\u4f4d\u9996\u5148\u770b2955\uff08\u8fd1\u671f\u9ad8\u70b9+1ATR\uff09\uff0c\u5176\u6b212972\uff08FVG\u586b\u5145\u4f4d\uff09\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u72b6\u6001\u7ef4\u63015\u4e2a\u5468\u671f\uff0c\u5feb\u6162\u7ebf\u95f4\u8ddd\u6269\u5927\u81f33.3\u70b9\u786e\u8ba4\u77ed\u671f\u8d8b\u52bf\uff1bRSI 58.3\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\uff0c\u672a\u73b0\u80cc\u79bb\uff1bATR\u6536\u7f29\u81f34.57\u4f34\u968f\u6ce2\u52a8\u73870.155\u663e\u793a\u5e02\u573a\u915d\u917f\u7a81\u7834\uff1bRVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u867d\u672a\u76f4\u63a5\u63d0\u4f9b\u6570\u636e\uff0c\u4f46\u7ed3\u5408\u4ef7\u683c\u59cb\u7ec8\u7ad9\u7a33EMA\u6162\u7ebf\u4e14\u56de\u8c03\u5e45\u5ea6\u53ef\u63a7\uff0c\u6697\u793a\u4e70\u65b9\u52a8\u91cf\u5360\u4f18\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC\u4e0eCRT\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8fd1\u671f\u8ba2\u5355\u5757(2942-2945)\u4e0eK\u7ebf\u538b\u7f29\u533a\u95f4\u91cd\u5408\uff0cIFVG\u663e\u793a2940\u4e0b\u65b9\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u652f\u6491\uff1bMTF\u591a\u5468\u671f\u5206\u6790\u4e2d1\u5c0f\u65f6\u4e0e4\u5c0f\u65f6EMA\u5747\u5448\u591a\u5934\u6392\u5217\uff1bRVGI+CCI\u52a8\u91cf\u4e0eMFH\u9884\u6d4b\u5171\u540c\u6307\u5411\u7a81\u7834\u6982\u7387\u8f83\u9ad8\u3002\u552f\u4e00\u9700\u8b66\u60d5\u7684\u662f\u5f53\u524d\u4ef7\u683c\u63a5\u8fd1\u533a\u95f4\u4e0a\u8f68\uff0c\u9700\u89c2\u5bdf\u80fd\u5426\u653e\u91cf\u7a81\u78342948.59\u524d\u9ad8\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 03:30:49
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2938.0, 2930.0, 2920.0], "resistance_levels": [2948.0, 2955.0, 2965.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u56e0\u5b50\u5206\u6790\uff0cETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u7ef4\u6301\u9707\u8361\u504f\u5f31\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2941.01\u7565\u4f4e\u4e8e\u5feb\u901fEMA\uff082943.12\uff09\uff0c\u663e\u793a\u77ed\u671f\u52a8\u80fd\u51cf\u5f31\u3002RSI\u4ece67.8\u5feb\u901f\u56de\u843d\u81f337.2\uff0c\u8868\u660e\u8d85\u5356\u4fee\u590d\u540e\u518d\u6b21\u627f\u538b\u3002ATR\u6536\u7f29\u81f34.4\uff08\u6ce2\u52a8\u73870.15%\uff09\u53cd\u6620\u5e02\u573a\u72b9\u8c6b\u3002\u7ed3\u5408CRT\u7406\u8bba\uff0c\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u70b9\u4e0b\u79fb\uff082948.59\u21922946.83\u21922944.31\uff09\u7684\u5f31\u52bf\u7ed3\u6784\uff0c\u4e14\u6700\u540e\u4e00\u683915\u5206\u949fK\u7ebf\u5b9e\u4f53\u6269\u5927\u81f33.3\u7f8e\u5143\uff0c\u6697\u793a\u5356\u538b\u589e\u5f3a\u3002\u5173\u952e\u652f\u6491\u770b2938\uff08\u8fd1\u671fEMA\u6162\u7ebf\u4ea4\u6c47\u533a\uff09\uff0c\u82e5\u5931\u5b88\u53ef\u80fd\u4e0b\u63a22920\uff08\u524d\u4f4e\u6d41\u52a8\u6027\u6c60\uff09\u3002\u963b\u529b\u65b9\u9762\uff0c2948-2950\u533a\u57df\uff08\u8fd1\u671f\u9ad8\u70b9+IFVG\u7f3a\u53e3\u4e0a\u6cbf\uff09\u5c06\u6784\u6210\u5f3a\u538b\u529b\u3002MFH\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u8d8b\u52bf\u5206\u5316\uff0c\u52a0\u5267\u9707\u8361\u9884\u671f\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u72b6\u6001\u867d\u4e3a1\uff08\u5feb\u7ebf\u9ad8\u4e8e\u6162\u7ebf\uff09\uff0c\u4f46\u4ef7\u5dee\u7f29\u7a84\u81f32.9\u7f8e\u5143\uff0c\u8d8b\u52bf\u52a8\u80fd\u8870\u51cf\u3002RSI 37.2\u903c\u8fd1\u8d85\u5356\u533a\u95f4\uff0c\u4f46\u672a\u89e6\u53d1\u80cc\u79bb\u4fe1\u53f7\u3002ATR\u8fde\u7eed\u4e0b\u964d\uff085.3\u21924.4\uff09\u8868\u660e\u6ce2\u52a8\u6536\u7f29\uff0c\u7b26\u5408CRT\u7684\u533a\u95f4\u6536\u655b\u7279\u5f81\u3002volatility\u964d\u81f30.15%\u4f4e\u4e8e\u8fd1\u671f\u5747\u503c\uff0c\u6697\u793a\u7a81\u7834\u52a8\u80fd\u79ef\u7d2f\u4e0d\u8db3\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u663e\u793a\u4e70\u65b9\u529b\u91cf\u6301\u7eed\u6d41\u5931\uff08\u53c2\u8003\u6700\u8fd1\u4e09\u6839K\u7ebf\u7684price_change\uff1a+0.12%\u2192+0.02%\u2192-0.11%\uff09\u3002", "preliminary_signal": "sell", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5448\u73b0\u4e2d\u5ea6\u5206\u6b67\uff1aSMC\u4e0eCRT\u5747\u6307\u5411\u5f31\u52bf\uff08\u8ba2\u5355\u5757\u4e0b\u7834+K\u7ebf\u9ad8\u70b9\u4e0b\u79fb\uff09\uff0cIFVG\u53cd\u5411\u7f3a\u53e3\u4f4d\u4e8e2952-2945\u533a\u95f4\u5f62\u6210\u963b\u529b\u9a8c\u8bc1\u3002\u4f46MTF\u591a\u5468\u671f\u663e\u793a\u65e5\u7ebf\u4ecd\u5904\u4e0a\u5347\u901a\u9053\uff0c\u4e0e15\u5206\u949f\u5f31\u52bf\u5f62\u6210\u77db\u76fe\u3002RVGI+CCI\u52a8\u91cf\u504f\u7a7a\uff0c\u800cMFH\u9884\u6d4b\u4e2d\u5468\u671f\uff084H\uff09\u5b58\u57282935\u652f\u6491\u53cd\u5f39\u53ef\u80fd\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecfAuto-AO\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u4f4e\u6ce2\u52a8\u73af\u5883\u964d\u4f4e\u7b56\u7565\u6709\u6548\u6027\u3002\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u520660%\uff0c\u5efa\u8bae\u8f7b\u4ed3\u8bd5\u7a7a\u5e76\u4e25\u683c\u98ce\u63a7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 03:47:03
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2940.33, 2938.5], "resistance_levels": [2946.83, 2950.2], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u533a\u95f4\u9707\u8361\u7279\u5f81\u3002\u8fd1\u671f\u4ef7\u683c\u57282940-2947\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0cEMA\u5feb\u6162\u7ebf\u63a5\u8fd1\u5e73\u884c\u4e14\u4ef7\u5dee\u6536\u7a84\u81f32.4\u70b9\uff0c\u663e\u793a\u52a8\u80fd\u51cf\u5f31\u3002\u7ed3\u5408CRT\u7406\u8bba\uff0c\u6700\u8fd1\u4e94\u6839K\u7ebf\u51fa\u73b0\u4e09\u6b21\u65b9\u5411\u8f6c\u6362\uff0c\u8868\u660e\u5e02\u573a\u5b58\u5728\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\u3002RVGI+CCI\u6307\u6807\u663e\u793a\u52a8\u91cf\u503c\u4e3a\u8d1f\u4f46\u672a\u8d85\u5356\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u5904\u4e8e2940-2960\u7684\u66f4\u5927\u9707\u8361\u533a\u95f4\u5185\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u7ee7\u7eed\u57282938-2952\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u82e5\u7a81\u78342940.33\u652f\u6491\u53ef\u80fd\u4e0b\u63a22932\uff0c\u82e5\u7a81\u78342946.83\u963b\u529b\u5219\u4e0a\u770b2955\u3002", "indicator_analysis": "EMA\u53cc\u7ebf(2942.97/2940.55)\u91d1\u53c9\u4f46\u6536\u655b\uff0c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\u3002RSI(48.94)\u5904\u4e8e\u4e2d\u6027\u533a\u57df\uff0cATR(3.77)\u8f83\u524d\u5468\u671f\u4e0b\u964d32%\u8868\u660e\u6ce2\u52a8\u7387\u6536\u7f29\u3002volatility\u6307\u68070.128\u663e\u793a\u5f53\u524d\u5904\u4e8e\u4f4e\u6ce2\u52a8\u73af\u5883\u3002\u6700\u8fd1\u8721\u70db\u56fe\u663e\u793a2940-2947\u5f62\u6210\u660e\u663e\u4ea4\u6613\u533a\u95f4\uff0c03:15\u8721\u70db\u51fa\u73b0\u957f\u4e0b\u5f71\u7ebf\u8868\u660e2940\u5b58\u5728\u4e70\u65b9\u529b\u91cf\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\u663e\u793a2940.33\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0cIFVG\u672a\u68c0\u6d4b\u5230\u660e\u663e\u53cd\u5411\u7f3a\u53e3\uff0cCRT\u786e\u8ba4\u533a\u95f4\u64cd\u7eb5\u6a21\u5f0f\uff0cRVGI+CCI\u52a8\u91cf\u4e2d\u6027\uff0cMTF\u591a\u5468\u671f\u663e\u793a1\u5c0f\u65f6\u4e0e4\u5c0f\u65f6\u5b58\u5728\u65b9\u5411\u5206\u6b67\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u52a8\u73af\u5883\uff0c\u4f46\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u5171\u8bc6\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 04:03:16
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2940.33, 2938.5], "resistance_levels": [2944.31, 2946.83], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u5448\u73b0\u9707\u8361\u4e0b\u884c\u7684\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2940.63\u7565\u4f4e\u4e8e\u5feb\u901fEMA(2942.53)\uff0c\u663e\u793a\u77ed\u671f\u52a8\u80fd\u504f\u5f31\u3002RSI\u503c35.75\u5904\u4e8e\u8d85\u5356\u8fb9\u7f18\u4f46\u672a\u6781\u7aef\u5316\uff0c\u7ed3\u5408ATR\u663e\u793a\u7684\u6ce2\u52a8\u7387\u6536\u7f29(0.12)\uff0c\u5e02\u573a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u6027\u7a81\u7834\u529b\u91cf\u3002\u5173\u952e\u89c2\u5bdf\u70b9\uff1a\u82e5\u8dcc\u7834\u8fd1\u671f\u4f4e\u70b92940.33\uff0c\u53ef\u80fd\u5411\u4e0b\u6d4b\u8bd52938.5\u652f\u6491\u533a\u57df\uff1b\u82e5\u80fd\u7ad9\u7a332942.5\uff08EMA\u5feb\u6162\u7ebf\u4ea4\u6c47\u533a\uff09\uff0c\u6709\u671b\u54112944-2946\u963b\u529b\u533a\u95f4\u53cd\u5f39\u3002MFH\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u627f\u538b\uff0c\u65e5\u7ebf\u7ea7\u522b\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u6574\u4f53\u504f\u5411\u533a\u95f4\u6574\u7406\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u72b6\u6001\u4e3a1\uff08\u5feb\u7ebf\u5728\u6162\u7ebf\u4e0a\u65b9\uff09\u4f46\u5dee\u503c\u6536\u7a84\u81f32\u70b9\uff0c\u8d8b\u52bf\u5f3a\u5ea6\u5fae\u5f31\u3002RSI\u4ece59.7\u5feb\u901f\u56de\u843d\u81f335.7\uff0c\u53cd\u6620\u77ed\u671f\u5356\u538b\u91ca\u653e\u4f46\u672a\u73b0\u80cc\u79bb\u3002ATR\u4ece4.57\u6536\u7f29\u81f33.55\uff0c\u6ce2\u52a8\u7387\u4e0b\u964d62%\uff0c\u7b26\u5408\u9707\u8361\u5e02\u7279\u5f81\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u4e70\u65b9\u529b\u91cf\u4e0d\u8db3\uff0c\u8fd1\u671f\u8721\u70db\u5b9e\u4f53\u7f29\u5c0f\uff08CRT\u4fe1\u53f7\uff09\u8868\u660e\u5e02\u573a\u53c2\u4e0e\u5ea6\u964d\u4f4e\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2940-2942\u4e3a\u5173\u952e\u51b3\u7b56\u533a\uff0cIFVG\u672a\u51fa\u73b0\u660e\u663e\u53cd\u5411\u7f3a\u53e3\uff0cCRT\u68c0\u6d4b\u5230\u533a\u95f4\u6536\u7f29\u64cd\u7eb5\u884c\u4e3a\uff0c\u4e09\u8005\u5747\u652f\u6301\u9707\u8361\u5224\u65ad\u3002\u4f46RVGI+CCI\u52a8\u91cf\u504f\u7a7a\uff0cMTF\u591a\u5468\u671f\u5206\u6790\u4e2d\u5c0f\u65f6\u7ea7\u522b\u627f\u538b\u4e0e4\u5c0f\u65f6\u7ea7\u522b\u4e2d\u6027\u4ea7\u751f\u77db\u76fe\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u73af\u5883\uff0c\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a\u4e2d\u7b49\u504f\u4e0b\uff086/10\uff09\uff0c\u5efa\u8bae\u7b49\u5f85\u66f4\u660e\u786e\u7684\u5171\u632f\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 04:13:37
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2940.03, 2935.0, 2928.5], "resistance_levels": [2947.53, 2952.0, 2958.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\uff0cETH/USDT\u57281-3\u5929\u5185\u53ef\u80fd\u7ef4\u6301\u533a\u95f4\u9707\u8361\u504f\u5f31\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2943.2\u4f4d\u4e8e\u5feb\u901fEMA(2942.92)\u548c\u6162\u901fEMA(2940.71)\u4e4b\u95f4\uff0c\u867d\u7136EMA\u4ecd\u4fdd\u6301\u91d1\u53c9\u4f46\u6536\u655b\u660e\u663e\uff0c\u663e\u793a\u52a8\u80fd\u51cf\u5f31\u3002RSI\u4ece59.7\u5feb\u901f\u56de\u843d\u81f341.7\uff0c\u8868\u660e\u77ed\u671f\u8d85\u4e70\u538b\u529b\u5f97\u5230\u91ca\u653e\u4f46\u5c1a\u672a\u8fdb\u5165\u8d85\u5356\u533a\u57df\u3002ATR\u4ece4.57\u6536\u7f29\u81f33.88\uff0c\u6ce2\u52a8\u7387\u964d\u4f4e\u9a8c\u8bc1\u9707\u8361\u7279\u5f81\u3002\u5173\u952e\u652f\u6491\u5173\u6ce8\u8fd1\u671f\u4f4e\u70b92940.03\u548c\u8ba2\u5355\u57572935\u533a\u57df\uff0c\u963b\u529b\u5173\u6ce8\u6301\u4ed3\u5747\u4ef72947.53\u548c\u524d\u671f\u9ad8\u70b92952\u3002\u82e5\u8dcc\u78342940\u652f\u6491\uff0c\u53ef\u80fd\u4e0b\u63a22928-2930\u6d41\u52a8\u6027\u533a\u57df\uff1b\u82e5\u80fd\u7ad9\u7a332945\u4e0a\u65b9\uff0c\u5219\u53ef\u80fd\u6d4b\u8bd52955-2960\u963b\u529b\u533a\u95f4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\u4f46\u95f4\u8ddd\u6536\u7a84(2.22\u70b9)\uff0c\u8d8b\u52bf\u52a8\u80fd\u8870\u51cf\uff1bRSI 41.7\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0c\u914d\u5408\u4ef7\u683c\u5728EMA\u95f4\u9707\u8361\u663e\u793a\u591a\u7a7a\u5e73\u8861\uff1bATR\u6536\u7f2931%\u8868\u660e\u6ce2\u52a8\u7387\u663e\u8457\u4e0b\u964d\uff0c\u7b26\u5408\u9707\u8361\u5e02\u573a\u7279\u5f81\uff1b\u5f53\u524d\u4ef7\u683c\u4f4e\u4e8e\u6301\u4ed3\u5747\u4ef72947.53\uff0c\u672a\u5b9e\u73b0\u4e8f\u635f-1.29 USDT\u53cd\u6620\u5efa\u4ed3\u65f6\u673a\u6b20\u4f73\u3002MFH\u591a\u5468\u671f\u663e\u793a4H\u5468\u671f\u4ecd\u5904\u4e8e\u4e0b\u964d\u901a\u9053\uff0c\u4e0e15M\u5468\u671f\u9707\u8361\u5f62\u6210\u77db\u76fe\u3002", "preliminary_signal": "neutral", "signal_confidence": 60, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\u663e\u793a2940-2945\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0c\u4e0eCRT\u7684\u533a\u95f4\u64cd\u7eb5\u89c2\u70b9\u543b\u5408\uff1b\u4f46IFVG\u53cd\u5411\u7f3a\u53e3\u4fe1\u53f7\u4e0eRVGI+CCI\u52a8\u91cf\u504f\u5f31(RSI<50)\u4ea7\u751f\u5206\u6b67\uff1bMTF\u591a\u5468\u671f\u4e2d4H\u8d8b\u52bf\u5411\u4e0b\u4e0e15M\u9707\u8361\u77db\u76fe\uff1b\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecf\u8c03\u6574\u4f46\u5f53\u524d\u5e02\u573a\u73af\u5883\u53d8\u5316\u8f83\u5feb\u3002\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u78342940-2947\u533a\u95f4\u540e\u518d\u505a\u65b9\u5411\u6289\u62e9\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 04:27:49
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2940.03, 2935.0, 2928.0], "resistance_levels": [2945.53, 2950.0, 2955.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d\u6280\u672f\u6307\u6807\u5206\u6790\uff0cETH/USDT\u57281-3\u5929\u5185\u53ef\u80fd\u7ef4\u6301\u533a\u95f4\u9707\u8361\u683c\u5c40\u3002EMA\u5feb\u7ebf\uff082943.01\uff09\u4e0eEMA\u6162\u7ebf\uff082940.92\uff09\u63a5\u8fd1\u5e73\u884c\u4e14\u5dee\u503c\u5c0f\u4e8e3\u70b9\uff0c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\u3002RSI\uff0846.2\uff09\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u672a\u51fa\u73b0\u8d85\u4e70\u8d85\u5356\u4fe1\u53f7\u3002ATR\uff084.09\uff09\u548c\u6ce2\u52a8\u7387\uff0813.9%\uff09\u8868\u660e\u5e02\u573a\u5904\u4e8e\u4e2d\u7b49\u6ce2\u52a8\u73af\u5883\u3002\u8fd1\u671f\u8721\u70db\u56fe\u663e\u793a\u4ef7\u683c\u57282940-2945\u533a\u95f4\u53cd\u590d\u6d4b\u8bd5\uff0c\u7ed3\u5408SMC\u8ba2\u5355\u5757\u5206\u6790\uff0c2940.03\uff08\u8fd1\u671f\u4f4e\u70b9\uff09\u6784\u6210\u5173\u952e\u652f\u6491\uff0c2945.53\uff08\u8fd1\u671f\u9ad8\u70b9\uff09\u5f62\u6210\u77ed\u671f\u963b\u529b\u3002\u82e5\u7a81\u78342945.53\u5e76\u7ad9\u7a33\uff0c\u53ef\u80fd\u6d4b\u8bd52950-2955\u533a\u57df\uff1b\u82e5\u8dcc\u78342940.03\uff0c\u5219\u53ef\u80fd\u4e0b\u63a22935-2928\u652f\u6491\u5e26\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u4e0e\u65e5\u7ebf\u5468\u671f\u65b9\u5411\u5206\u5316\uff0c\u52a0\u5267\u9707\u8361\u6982\u7387\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\uff08\u5dee\u503c2.09\uff09\u53cd\u6620\u8d8b\u52bf\u52a8\u80fd\u8870\u7aed\uff1bRSI 46.2\u5904\u4e8e\u5e73\u8861\u533a\u57df\uff0c\u65e0\u660e\u786e\u65b9\u5411\u4fe1\u53f7\uff1bATR\u503c4.09\u5bf9\u5e94\u7ea60.14%\u7684\u65e5\u5185\u6ce2\u52a8\uff0c\u5c5e\u4e8e\u5178\u578b\u9707\u8361\u5e02\u7279\u5f81\u3002CRT\u7406\u8bba\u663e\u793a\u6700\u8fd15\u683915\u5206\u949fK\u7ebf\u5b9e\u4f53\u7f29\u5c0f\u4e14\u5e26\u6709\u957f\u5f71\u7ebf\uff0c\u8868\u660e\u591a\u7a7a\u4e89\u593a\u6fc0\u70c8\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u672a\u51fa\u73b0\u80cc\u79bb\uff0c\u4f46\u6570\u503c\u63a5\u8fd1\u96f6\u8f74\uff0c\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c\uff082942.54\uff09\u4ecb\u4e8eEMA\u53cc\u7ebf\u4e4b\u95f4\uff0c\u8fdb\u4e00\u6b65\u5f3a\u5316\u533a\u95f4\u6574\u7406\u5224\u65ad\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b97\u6cd5\u4fe1\u53f7\u5b58\u5728\u660e\u663e\u5206\u6b67\uff1aSMC\u8ba2\u5355\u5757\u663e\u793a2940-2943\u4e3a\u5173\u952e\u51b3\u7b56\u533a\uff0c\u4f46\u672a\u5f62\u6210\u660e\u786e\u7a81\u7834\u4fe1\u53f7\uff1bIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u68c0\u6d4b\u52302945.53\u9644\u8fd1\u5b58\u5728\u6f5c\u5728\u53cd\u8f6c\u538b\u529b\uff1bCRT\u8721\u70db\u533a\u95f4\u7406\u8bba\u6307\u51fa\u8fd1\u671fK\u7ebf\u5448\u73b0\u6536\u7f29\u5f62\u6001\uff0c\u6697\u793a\u5373\u5c06\u9009\u62e9\u65b9\u5411\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u4e2d\u6027\u504f\u5f31\uff1bMTF\u591a\u5468\u671f\u5206\u6790\u4e2d15\u5206\u949f\u4e0e1\u5c0f\u65f6\u5468\u671f\u51fa\u73b0\u77db\u76fe\u4fe1\u53f7\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u73af\u5883\uff0c\u4f46\u7b56\u7565\u95f4\u4e00\u81f4\u6027\u8bc4\u5206\u4ec558%\uff0c\u5efa\u8bae\u7b49\u5f85\u66f4\u660e\u786e\u7684\u5171\u632f\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 04:33:34
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2940.03, 2941.38, 2941.95], "resistance_levels": [2944.94, 2945.53, 2947.53], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d\u5e02\u573a\u7ed3\u6784\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u5185\u53ef\u80fd\u7ef4\u6301\u533a\u95f4\u9707\u8361\u683c\u5c40\u3002\u6280\u672f\u6307\u6807\u663e\u793aEMA\u5feb\u6162\u7ebf\u7d27\u5bc6\u7f20\u7ed5\uff082942.92 vs 2941.03\uff09\uff0cRSI\u5904\u4e8e44.5\u7684\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0cATR\u503c\u4e3a3.63\u8868\u660e\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u4eceCRT\u7406\u8bba\u89c2\u5bdf\uff0c\u6700\u8fd15\u683915\u5206\u949fK\u7ebf\u5448\u73b0\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u7279\u5f81\uff0c\u4ef7\u683c\u57282940-2945\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\u3002\u7ed3\u5408MFH\u591a\u5468\u671f\u9884\u6d4b\uff0c4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u5904\u4e8e\u7bb1\u4f53\u6574\u7406\uff0c\u65e5\u7ebf\u7ea7\u522b\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\u3002\u9884\u8ba1\u77ed\u671f\u5c06\u57282938-2950\u533a\u95f4\u9707\u8361\uff0c\u82e5\u8dcc\u78342935\u652f\u6491\u5219\u53ef\u80fd\u4e0b\u63a22920\uff0c\u82e5\u7a81\u78342953\u963b\u529b\u5219\u53ef\u80fd\u6d4b\u8bd52965\u4f4d\u7f6e\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u9700\u89c2\u5bdf\u6210\u4ea4\u91cf\u80fd\u5426\u6301\u7eed\u653e\u5927\u7a81\u7834\u5f53\u524d\u533a\u95f4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5dee\u503c\u4ec51.89\u70b9\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u5fae\u5f31\uff0cRSI 44.5\u5904\u4e8e\u65e0\u65b9\u5411\u9707\u8361\u533a\u95f4\u3002ATR 3.63\u76f8\u8f83\u5f53\u524d\u4ef7\u683c\u6ce2\u52a8\u5e45\u5ea6\u4e3a0.12%\uff0c\u5c5e\u4e8e\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\u3002\u6700\u8fd1K\u7ebf\u663e\u793a\u4ef7\u683c\u5728\u72ed\u7a84\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0cCRT\u7406\u8bba\u8868\u660e\u5b58\u5728\u660e\u663e\u7684\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\uff0cMTF\u591a\u65f6\u95f4\u6846\u67b6\u5206\u6790\u663e\u793a\u5404\u5468\u671f\u4fe1\u53f7\u4e0d\u4e00\u81f4\u3002", "preliminary_signal": "neutral", "signal_confidence": 45, "consistency_analysis": "\u5404\u7b97\u6cd5\u4fe1\u53f7\u5b58\u5728\u660e\u663e\u5206\u6b67\uff1aSMC\u8ba2\u5355\u5757\u5206\u6790\u663e\u793a2947.53\u5b58\u5728\u4f9b\u7ed9\u533a\uff08\u4e0e\u5f53\u524d\u6301\u4ed3\u5747\u4ef7\u91cd\u5408\uff09\uff0cIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u63d0\u793a2940-2943\u533a\u57df\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u652f\u6491\u3002CRT\u533a\u95f4\u7406\u8bba\u786e\u8ba4\u9707\u8361\u683c\u5c40\uff0c\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u5448\u73b0\u4e2d\u6027\u504f\u5f31\u3002MTF\u591a\u5468\u671f\u5206\u6790\u4e2d\uff0c15\u5206\u949f\u4e0e1\u5c0f\u65f6\u5468\u671f\u4fe1\u53f7\u77db\u76fe\uff0c4\u5c0f\u65f6\u7ea7\u522b\u504f\u7a7a\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u8c03\u6574\u81f3\u9002\u5e94\u9707\u8361\u5e02\u573a\uff0c\u4f46\u5404\u7b56\u7565\u95f4\u7f3a\u4e4f\u5f3a\u4e00\u81f4\u6027\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 04:49:46
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2936.81, 2930.0], "resistance_levels": [2945.53, 2950.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u5448\u73b0\u9707\u8361\u4e0b\u884c\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2937.32\u5df2\u8dcc\u7834\u53ccEMA\uff08\u5feb\u7ebf2941.58\uff0c\u6162\u7ebf2940.50\uff09\uff0c\u5f62\u6210\u77ed\u671f\u7a7a\u5934\u6392\u5217\u3002RSI\uff0839.16\uff09\u5904\u4e8e\u5f31\u52bf\u533a\u95f4\u4f46\u672a\u8d85\u5356\uff0c\u7ed3\u5408ATR\uff084.04\uff09\u663e\u793a\u7684\u6ce2\u52a8\u7387\u4e0a\u5347\uff0c\u8868\u660e\u4e0b\u8dcc\u52a8\u80fd\u4ecd\u5728\u79ef\u7d2f\u3002SMC\u4fe1\u53f7\u663e\u793a\u8fd1\u671f\u57282945-2936\u533a\u95f4\u5f62\u6210\u8ba2\u5355\u5757\u538b\u5236\uff0cIFVG\u7b56\u7565\u8bc6\u522b\u52302942-2937\u533a\u57df\u5b58\u5728\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u652f\u6491\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u4e0e\u65e5\u7ebf\u5468\u671f\u5b58\u5728\u5206\u6b67\uff0c\u4f4615\u5206\u949f\u5468\u671f\u504f\u5411\u7a7a\u5934\u3002\u5173\u952e\u76ee\u6807\u4f4d\uff1a\u4e0b\u884c\u9996\u8981\u6d4b\u8bd52930-2925\u652f\u6491\u5e26\uff0c\u82e5\u5931\u5b88\u5219\u770b\u54112910\uff1b\u4e0a\u884c\u9700\u6709\u6548\u7a81\u78342950\u624d\u80fd\u626d\u8f6c\u7ed3\u6784\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u72b6\u6001\u4e3a1\uff08\u5feb\u7ebf\u9ad8\u4e8e\u6162\u7ebf\uff09\u4f46\u4ef7\u683c\u5df2\u8dcc\u7834\u53ccEMA\uff0c\u51fa\u73b0\u5047\u7a81\u7834\u4fe1\u53f7\uff1bRSI\u4ece47.68\u5feb\u901f\u56de\u843d\u81f339.16\uff0c\u663e\u793a\u52a8\u91cf\u8870\u51cf\uff1bATR\u4ece3.89\u6269\u5f20\u81f34.04\uff0c\u6ce2\u52a8\u7387\u4e0a\u5347\u6697\u793a\u65b9\u5411\u6027\u7a81\u7834\u4e34\u8fd1\uff1b\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u7f29\u91cf\u4e14\u5e26\u957f\u5f71\u7ebf\uff08CRT\u7406\u8bba\uff09\uff0c\u8868\u660e\u591a\u7a7a\u535a\u5f08\u52a0\u5267\u3002", "preliminary_signal": "sell", "signal_confidence": 68, "consistency_analysis": "SMC\u4e0eCRT\u4fe1\u53f7\u4e00\u81f4\u770b\u7a7a\uff1aSMC\u8bc6\u522b2945.53\u8ba2\u5355\u5757\u963b\u529b\u6709\u6548\uff0cCRT\u901a\u8fc7K\u7ebf\u533a\u95f4\u64cd\u7eb5\u5206\u6790\u663e\u793a\u673a\u6784\u57282940-2945\u533a\u57df\u6d3e\u53d1\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\uff08RSI\u4e0b\u884c\uff09\u652f\u6301\u7a7a\u5934\uff0c\u4f46MTF\u591a\u5468\u671f\u663e\u793a1\u5c0f\u65f6\u7ea7\u522b\u5b58\u57282936\u652f\u6491\u53cd\u5f39\u98ce\u9669\u3002IFVG\u4e0eMFH\u4fe1\u53f7\u4e2d\u6027\u504f\u7a7a\uff0c\u4f18\u5316\u5668\u53c2\u6570\u5f53\u524d\u9002\u914d\u9707\u8361\u4e0b\u884c\u73af\u5883\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8bc4\u5206\u4e3a\u4e2d\u7b49\u504f\u5f3a\uff087/10\uff09\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 05:06:31
market_state: 震荡下行
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u4e0b\u884c", "support_levels": [2933.81, 2928.5, 2915.0], "resistance_levels": [2945.53, 2952.0, 2960.0], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d\u6280\u672f\u6307\u6807\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u7ee7\u7eed\u5448\u73b0\u9707\u8361\u4e0b\u884c\u8d8b\u52bf\u3002EMA\u5feb\u7ebf\uff082940.85\uff09\u5df2\u8dcc\u7834EMA\u6162\u7ebf\uff082940.23\uff09\uff0c\u5f62\u6210\u6b7b\u53c9\u4fe1\u53f7\uff0c\u8868\u660e\u77ed\u671f\u52a8\u91cf\u8f6c\u5f31\u3002RSI\u4e3a35.52\uff0c\u5904\u4e8e\u5f31\u52bf\u533a\u95f4\u4f46\u672a\u8fbe\u8d85\u5356\uff0c\u5b58\u5728\u8fdb\u4e00\u6b65\u4e0b\u884c\u7a7a\u95f4\u3002ATR\u503c\u4e3a4.00\uff0c\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\uff0c\u7ed3\u5408\u8fd1\u671fK\u7ebf\u8fde\u7eed\u6536\u9634\u4e14\u9ad8\u70b9\u4e0b\u79fb\u7684\u7ed3\u6784\uff0c\u4ef7\u683c\u53ef\u80fd\u6d4b\u8bd52933.81\u652f\u6491\u4f4d\u3002\u82e5\u8dcc\u7834\u8be5\u4f4d\u7f6e\uff0c\u4e0b\u4e00\u76ee\u6807\u4f4d\u770b\u54112928.50\u548c2915.00\u3002\u963b\u529b\u4f4d\u5173\u6ce82945.53\uff08\u8fd1\u671f\u9ad8\u70b9\uff09\u548c2952.00\u3002\u9700\u89c2\u5bdf\u662f\u5426\u51fa\u73b0SMC\u8ba2\u5355\u5757\u53cd\u8f6c\u4fe1\u53f7\u6216IFVG\u7f3a\u53e3\u56de\u8865\u4ee5\u786e\u8ba4\u65b9\u5411\u7a81\u7834\u3002", "indicator_analysis": "EMA\u6b7b\u53c9\u786e\u8ba4\u77ed\u671f\u8d8b\u52bf\u8f6c\u7a7a\uff0cRSI\u5f31\u52bf\u4f46\u672a\u8d85\u5356\uff0c\u4e0b\u884c\u538b\u529b\u6301\u7eed\u3002ATR\u548c\u6ce2\u52a8\u7387\u663e\u793a\u5e02\u573a\u5904\u4e8e\u4e2d\u7b49\u6ce2\u52a8\u73af\u5883\uff0c\u8fd1\u671f\u6210\u4ea4\u91cf\u653e\u5927\uff08\u598204:30\u8721\u70db12336.268\uff09\u914d\u5408\u4ef7\u683c\u4e0b\u8dcc\uff0c\u8868\u660e\u7a7a\u5934\u52a8\u80fd\u589e\u5f3a\u3002CRT\u5206\u6790\u663e\u793aK\u7ebf\u9ad8\u70b9\u9010\u6b65\u4e0b\u79fb\uff0c\u7b26\u5408\u9707\u8361\u4e0b\u884c\u7ed3\u6784\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u9700\u5173\u6ce8\u65e5\u7ebf\u7ea7\u522b\u662f\u5426\u51fa\u73b0\u80cc\u79bb\u4fe1\u53f7\u3002", "preliminary_signal": "sell", "signal_confidence": 70, "consistency_analysis": "SMC\uff08\u5173\u6ce8\u8ba2\u5355\u5757\u548c\u6d41\u52a8\u6027\u7f3a\u53e3\uff09\u4e0e\u5f53\u524d\u7a7a\u5934\u7ed3\u6784\u4e00\u81f4\uff0c\u8fd1\u671f\u4f4e\u70b92933.81\u53ef\u80fd\u5f62\u6210\u65b0\u7684\u6d41\u52a8\u6027\u7f3a\u53e3\u3002IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u672a\u51fa\u73b0\u660e\u786e\u53cd\u8f6c\u4fe1\u53f7\u3002CRT\u7684K\u7ebf\u533a\u95f4\u64cd\u7eb5\u5206\u6790\u663e\u793a\u7a7a\u5934\u63a7\u76d8\u8ff9\u8c61\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u504f\u5f31\uff0c\u652f\u6301\u4e0b\u884c\u89c2\u70b9\u3002MTF\u591a\u5468\u671f\u5206\u6790\u4e2d\uff0c15\u5206\u949f\u4e0e1\u5c0f\u65f6\u5468\u671f\u5747\u5448\u73b0\u7a7a\u5934\u6392\u5217\uff0c\u4f46\u65e5\u7ebf\u7ea7\u522b\u9700\u8fdb\u4e00\u6b65\u786e\u8ba4\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u6ce2\u52a8\u73af\u5883\u3002\u603b\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8f83\u9ad8\uff0c\u4e3b\u8981\u7b56\u7565\u5747\u6307\u5411\u4e0b\u884c\u98ce\u9669\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 05:23:03
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2933.81, 2928.5, 2920.0], "resistance_levels": [2942.86, 2948.0, 2955.0], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u5f53\u524d\u6280\u672f\u6307\u6807\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u7ef4\u6301\u9707\u8361\u504f\u5f31\u683c\u5c40\u3002EMA\u5feb\u7ebf\uff082940.22\uff09\u4e0e\u6162\u7ebf\uff082939.98\uff09\u8fd1\u4e4e\u91cd\u5408\u4e14\u4ef7\u683c\u8fd0\u884c\u4e8e\u5747\u7ebf\u4e0b\u65b9\uff0c\u663e\u793a\u77ed\u671f\u52a8\u80fd\u4e0d\u8db3\u3002RSI\uff0836.43\uff09\u5904\u4e8e\u5f31\u52bf\u533a\u95f4\u4f46\u672a\u8fbe\u8d85\u5356\uff0cATR\uff083.90\uff09\u548c\u6ce2\u52a8\u7387\uff0813.28%\uff09\u8868\u660e\u5e02\u573a\u6d3b\u8dc3\u5ea6\u9002\u4e2d\u3002\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u70b9\u4e0b\u79fb\uff082944.94\u21922937.83\uff09\u548c\u4f4e\u70b9\u8bd5\u63a2\uff082933.81\uff09\u7684\u6536\u655b\u7ed3\u6784\uff0c\u82e5\u8dcc\u7834\u5173\u952e\u652f\u64912933.81\uff0c\u53ef\u80fd\u4e0b\u63a22920-2928\u533a\u57df\uff1b\u53cd\u4e4b\u82e5\u80fd\u7ad9\u7a332943\u4ee5\u4e0a\uff0c\u6216\u6d4b\u8bd52950-2955\u963b\u529b\u3002MFH\u591a\u5468\u671f\u4fe1\u53f7\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u5468\u671f\u5b58\u5728\u5206\u5316\uff0c\u9700\u89c2\u5bdf\u80fd\u5426\u5f62\u6210\u4e00\u81f4\u6027\u65b9\u5411\u7a81\u7834\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\u4e14\u4ef7\u683c\u627f\u538b\uff0c\u6697\u793a\u8d8b\u52bf\u52a8\u80fd\u51cf\u5f31\uff1bRSI\u4f4d\u4e8e36.4\u53cd\u6620\u5356\u65b9\u5360\u4f18\u4f46\u672a\u6781\u7aef\u5316\uff1bATR\u6536\u7f29\u663e\u793a\u6ce2\u52a8\u6536\u7a84\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\u3002\u8fd1\u671f\u6210\u4ea4\u91cf\u5ffd\u9ad8\u5ffd\u4f4e\uff081995\u81f314543\uff09\u8868\u660e\u591a\u7a7a\u5206\u6b67\uff0cCRT\u7406\u8bba\u6307\u51faK\u7ebf\u5b9e\u4f53\u6536\u7a84\u4e0e\u957f\u5f71\u7ebf\u5e76\u5b58\uff0c\u53cd\u6620\u6d41\u52a8\u6027\u4e89\u593a\u6fc0\u70c8\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u504f\u7a7a\uff0c\u4f46IFVG\u672a\u51fa\u73b0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\uff0c\u9700\u8b66\u60d5\u5047\u7a81\u7834\u98ce\u9669\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\u8ba2\u5355\u5757\u663e\u793a2942-2945\u5b58\u5728\u4f9b\u5e94\u533a\uff0c\u4e0eCRT\u7684\u533a\u95f4\u4e0a\u6cbf2943\u5171\u632f\uff0c\u4f46MTF\u591a\u5468\u671f\u4e2d1\u5c0f\u65f6\u7ed3\u6784\u7565\u5f3a\u4e8e15\u5206\u949f\u3002RVGI+CCI\u52a8\u91cf\u504f\u7a7a\u4e0eMFH\u77ed\u671f\u770b\u8dcc\u4e00\u81f4\uff0c\u7136\u800cIFVG\u672a\u51fa\u73b0\u660e\u786e\u53cd\u8f6c\u4fe1\u53f7\uff0c\u4e14\u4f18\u5316\u5668\u53c2\u6570\u5f53\u524d\u504f\u5411\u4fdd\u5b88\u3002\u5173\u952e\u77db\u76fe\u5728\u4e8e\u4ef7\u683c\u63a5\u8fd1\u652f\u6491\u4f4d\u65f6\u7684\u52a8\u80fd\u4e0d\u8db3\uff0c\u5efa\u8bae\u7b49\u5f852933.81\u8dcc\u7834\u786e\u8ba4\u62162943\u6709\u6548\u7a81\u7834\u540e\u518d\u505a\u65b9\u5411\u51b3\u7b56\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 05:39:46
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2928.57, 2930.87], "resistance_levels": [2937.83, 2939.0, 2942.86], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u591a\u7ef4\u5ea6\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929ETH/USDT\u5c06\u7ee7\u7eed\u57282928-2943\u533a\u95f4\u9707\u8361\u504f\u5f31\u3002\u6280\u672f\u9762\u663e\u793aEMA\u5feb\u6162\u7ebf\u5f62\u6210\u6b7b\u53c9\uff08\u5f53\u524d2938.69/2939.23\uff09\uff0c\u4ef7\u683c\u6301\u7eed\u5728EMA\u4e0b\u65b9\u8fd0\u884c\uff0cRSI\u5904\u4e8e36.2\u7684\u5f31\u52bf\u533a\u95f4\u4f46\u672a\u8fbe\u8d85\u5356\u3002\u7ed3\u5408SMC\u5206\u6790\uff0c2937-2940\u533a\u57df\u5b58\u5728\u524d\u671f\u8ba2\u5355\u5757\u963b\u529b\uff0c\u800c2928-2930\u533a\u95f4\u51fa\u73b0\u6d41\u52a8\u6027\u7f3a\u53e3\u652f\u6491\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u7ea7\u522b\u4ecd\u5904\u4e8e\u4e0b\u964d\u901a\u9053\uff0c\u4f4615\u5206\u949f\u7ea7\u522b\u53ef\u80fd\u51fa\u73b0\u6280\u672f\u6027\u53cd\u5f39\u3002\u5173\u952e\u7a81\u7834\u65b9\u5411\u9700\u89c2\u5bdf\u80fd\u5426\u7ad9\u7a332940\u4ee5\u4e0a\uff08\u8f6c\u5f3a\uff09\u6216\u8dcc\u78342928\uff08\u52a0\u901f\u4e0b\u884c\uff09\uff0cATR\u503c\u4e3a4.57\u8868\u660e\u65e5\u5185\u6ce2\u52a8\u5e45\u5ea6\u7ea615-20\u70b9\u3002", "indicator_analysis": "EMA\u6b7b\u53c9\u786e\u8ba4\u77ed\u671f\u5f31\u52bf\uff0cRSI 36.2\u663e\u793a\u4e0b\u884c\u538b\u529b\u4f46\u672a\u6781\u7aef\u8d85\u5356\uff1bATR 4.57\u8f83\u524d\u5468\u671f\u653e\u592711%\uff0c\u6ce2\u52a8\u7387\u5347\u81f30.156\u8868\u660e\u5e02\u573a\u6d3b\u8dc3\u5ea6\u589e\u52a0\u3002CRT\u663e\u793a\u6700\u8fd15\u6839K\u7ebf\u4e2d\u67094\u6839\u6536\u9634\uff0c\u4f46\u5f71\u7ebf\u9010\u6e10\u7f29\u77ed\uff0c\u6697\u793a\u5356\u538b\u51cf\u5f31\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e0e\u4ef7\u683c\u51fa\u73b0\u5e95\u80cc\u79bb\u8ff9\u8c61\uff0c\u9700\u5173\u6ce8\u53cd\u5f39\u52a8\u80fd\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u51fa\u73b0\u4e2d\u5ea6\u5206\u5316\uff1aSMC\u548cIFVG\u5747\u6307\u54112928-2930\u652f\u6491\u533a\u57df\u5b58\u5728\u53cd\u5f39\u6982\u7387\uff0cCRT\u663e\u793aK\u7ebf\u6536\u7a84\u6697\u793a\u53d8\u76d8\u4e34\u8fd1\uff0c\u4f46MTF\u591a\u5468\u671f\u5206\u6790\u4e2d4\u5c0f\u65f6\u4e0e15\u5206\u949f\u8d8b\u52bf\u77db\u76fe\uff084\u5c0f\u65f6\u504f\u7a7a/15\u5206\u949f\u8d85\u5356\uff09\u3002RVGI+CCI\u52a8\u91cf\u5e95\u80cc\u79bb\u4e0eEMA\u6b7b\u53c9\u5f62\u6210\u6280\u672f\u9762\u51b2\u7a81\uff0cMFH\u9884\u6d4b\u7ed3\u679c\u5728\u4e0d\u540c\u65f6\u95f4\u6846\u67b6\u4e0b\u5b58\u5728\u5206\u6b67\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u5df2\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u5e02\u573a\u7ed3\u6784\u4e0b\u5404\u7b56\u7565\u80dc\u7387\u9884\u4f30\u4ec5\u4e3a52-58%\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 05:56:24
market_state: 高波动震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u9707\u8361", "support_levels": [2928.57, 2930.87], "resistance_levels": [2939.8, 2941.0], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b97\u6cd5\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u5468\u671f\u5448\u73b0\u9ad8\u6ce2\u52a8\u9707\u8361\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2937.6\u4f4d\u4e8e\u5feb\u6162EMA\u4e4b\u95f4\uff082938.73/2939.22\uff09\uff0c\u663e\u793a\u77ed\u671f\u5747\u7ebf\u80f6\u7740\u3002RSI\u503c36.19\u5904\u4e8e\u8d85\u5356\u8fb9\u7f18\u4f46\u672a\u6709\u6548\u7a81\u7834\uff0c\u7ed3\u5408ATR\u503c4.77\u663e\u793a\u6ce2\u52a8\u7387\u653e\u5927\u3002\u4eceSMC\u89d2\u5ea6\u89c2\u5bdf\uff0c2939.8-2941.0\u533a\u57df\u5b58\u5728\u8ba2\u5355\u5757\u963b\u529b\uff0c2928.57-2930.87\u4e3a\u6d41\u52a8\u6027\u652f\u6491\u533a\u3002IFVG\u4fe1\u53f7\u663e\u793a\u8fd1\u671f\u5b58\u5728\u53cd\u5411\u7f3a\u53e3\u4fee\u590d\u9700\u6c42\uff0cCRT\u5206\u6790\u8868\u660eK\u7ebf\u57282935-2939\u533a\u95f4\u5b58\u5728\u660e\u663e\u7684\u8303\u56f4\u64cd\u7eb5\u884c\u4e3a\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u77ed\u671f\u52a8\u80fd\u504f\u5f31\u4f46\u672a\u5f62\u6210\u8d8b\u52bf\u6027\u4e0b\u8dcc\u3002\u591a\u5468\u671f\u5206\u6790\uff08MTF/MFH\uff09\u663e\u793a\u66f4\u9ad8\u65f6\u95f4\u5468\u671f\u4ecd\u5904\u4e8e\u9707\u8361\u7ed3\u6784\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u57282928-2942\u533a\u95f4\u8fdb\u884c\u9707\u8361\u6574\u7406\uff0c\u82e5\u6709\u6548\u7a81\u78342942\u5219\u4e0a\u770b2950\uff0c\u82e5\u8dcc\u78342928\u5219\u4e0b\u63a22915\u3002", "indicator_analysis": "EMA\u7cfb\u7edf\uff1a\u5feb\u6162\u7ebf\u5dee\u503c\u4ec50.49\u70b9\u4e14\u591a\u6b21\u4ea4\u53c9\uff0c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\u3002RSI\uff1a36.19\u5904\u4e8e\u5f31\u52bf\u533a\u95f4\u4f46\u672a\u8fbe\u8d85\u5356\u9608\u503c\uff0c\u5b58\u5728\u6280\u672f\u6027\u53cd\u5f39\u53ef\u80fd\u3002ATR\uff1a4.77\u8f83\u524d\u671f\u660e\u663e\u653e\u5927\uff0c\u9a8c\u8bc1\u9ad8\u6ce2\u52a8\u7279\u5f81\u3002\u6ce2\u52a8\u738716.24%\u5904\u4e8e\u8fd1\u671f\u9ad8\u4f4d\uff0c\u9700\u8b66\u60d5\u5047\u7a81\u7834\u98ce\u9669\u3002\u4ef7\u683c\u4e0eEMA\u7684\u4e56\u79bb\u7387\u8f83\u5c0f\uff08-0.21%\uff09\uff0c\u7b26\u5408\u9707\u8361\u5e02\u7279\u5f81\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b97\u6cd5\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC\u663e\u793a\u5f53\u524d\u5904\u4e8e\u5173\u952e\u8ba2\u5355\u5757\u533a\u57df\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u786e\u8ba4\u3002IFVG\u4e0eCRT\u5747\u652f\u6301\u533a\u95f4\u4ea4\u6613\u7b56\u7565\uff0c\u4f46\u65b9\u5411\u6027\u4fe1\u53f7\u77db\u76fe\u3002RVGI+CCI\u52a8\u91cf\u504f\u7a7a\u4f46\u4e0eMFH\u591a\u5468\u671f\u5206\u6790\u7684\u4e2d\u6027\u89c2\u70b9\u51b2\u7a81\u3002MTF\u663e\u793a\u5404\u5468\u671f\u8d8b\u52bf\u4e0d\u4e00\u81f4\uff0c15\u5206\u949f\u5468\u671f\u9707\u8361\u4f46\u66f4\u9ad8\u5468\u671f\u5b58\u5728\u4e0b\u884c\u538b\u529b\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u4f18\u5316\uff0c\u4f46\u5f53\u524d\u5e02\u573a\u73af\u5883\u4f7f\u7b56\u7565\u6709\u6548\u6027\u53d7\u9650\u3002\u7efc\u5408\u8bc4\u5206\u663e\u793a\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\uff0865/100\uff09\uff0c\u5efa\u8bae\u7b49\u5f85\u66f4\u660e\u786e\u7684\u7ed3\u6784\u7a81\u7834\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 06:13:41
market_state: 高波动震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u9707\u8361", "support_levels": [2928.57, 2930.87, 2933.5], "resistance_levels": [2937.83, 2939.8, 2942.0], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b97\u6cd5\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0cETH/USDT\u5728\u672a\u67651-3\u5929\u53ef\u80fd\u5448\u73b0\u9707\u8361\u504f\u7a7a\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2937.62\u7d27\u8d34\u5feb\u901fEMA\uff082938.09\uff09\u4f46\u4f4e\u4e8e\u6162\u901fEMA\uff082938.86\uff09\uff0c\u5f62\u6210\u8f7b\u5fae\u7a7a\u5934\u6392\u5217\u3002RSI\uff0836.69\uff09\u5904\u4e8e\u8d85\u5356\u8fb9\u7f18\u4f46\u672a\u6709\u6548\u53cd\u5f39\uff0c\u663e\u793a\u52a8\u80fd\u75b2\u8f6f\u3002ATR\uff085.22\uff09\u548c\u6ce2\u52a8\u7387\uff0817.78%\uff09\u663e\u8457\u6269\u5927\uff0c\u7ed3\u5408CRT\u5206\u6790\u7684K\u7ebf\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\uff0c\u8868\u660e\u5e02\u573a\u5b58\u5728\u9ad8\u6ce2\u52a8\u6027\u6d17\u76d8\u3002SMC\u8ba2\u5355\u5757\u57282930-2933\u533a\u57df\u5f62\u6210\u652f\u6491\uff0c\u4f46IFVG\u53cd\u5411\u7f3a\u53e3\u57282940-2942\u6784\u6210\u963b\u529b\u3002MTF\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u548c1\u5c0f\u65f6\u7ed3\u6784\u504f\u7a7a\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u6697\u793a\u82e5\u8dcc\u78342928.57\u652f\u6491\uff0c\u53ef\u80fd\u4e0b\u63a22915-2920\u533a\u57df\uff1b\u53cd\u4e4b\u82e5\u7a81\u78342942\u963b\u529b\uff0c\u4e0a\u884c\u76ee\u6807\u53d7\u9650\u65bc2950\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u7c98\u5408\uff08\u5dee\u503c0.76\uff09\u4e14\u4ef7\u683c\u7a7f\u63d2\u5176\u95f4\uff0c\u786e\u8ba4\u9707\u8361\u683c\u5c40\uff1bRSI\u4ece30.53\u53cd\u5f39\u81f336.69\u4f46\u4ecd\u4f4e\u4e8e\u4e2d\u6027\u7ebf\uff0c\u52a8\u91cf\u504f\u5f31\uff1bATR\u75314.04\u5feb\u901f\u6269\u5f20\u81f35.22\uff0c\u6ce2\u52a8\u7387\u589e\u5e4529%\uff0c\u53cd\u6620\u5e02\u573a\u4e0d\u786e\u5b9a\u6027\u5347\u9ad8\uff1b\u8fd1\u671fK\u7ebf\u5448\u73b0\u957f\u4e0a\u4e0b\u5f71\u7ebf\uff08\u598205:30\u8721\u70db\u533a\u95f47.49\u70b9\uff09\uff0c\u7b26\u5408CRT\u7406\u8bba\u7684\u533a\u95f4\u64cd\u7eb5\u7279\u5f81\u3002", "preliminary_signal": "neutral", "signal_confidence": 58, "consistency_analysis": "\u7b97\u6cd5\u4fe1\u53f7\u51fa\u73b0\u663e\u8457\u5206\u6b67\uff1aSMC\u548cCRT\u5747\u6307\u54112930-2933\u652f\u6491\u533a\u57df\u7684\u6709\u6548\u6027\uff08\u504f\u591a\u8ff9\u8c61\uff09\uff0c\u4f46RVGI+CCI\u52a8\u91cf\u7b56\u7565\u548cMTF\u591a\u5468\u671f\u7ed3\u6784\u663e\u793a\u7a7a\u5934\u5360\u4f18\u3002IFVG\u53cd\u5411\u7f3a\u53e3\u4e0eMFH\u9884\u6d4b\u5b58\u5728\u77db\u76fe\u2014\u2014IFVG\u770b2940\u7a81\u7834\u800cMFH\u503e\u5411\u4e0b\u884c\u6d4b\u8bd5\u652f\u6491\u3002\u4f18\u5316\u5668\u72b6\u6001\u867d\u7ecfAuto-AO\u8c03\u53c2\uff0c\u4f46\u5f53\u524d\u9ad8\u6ce2\u52a8\u73af\u5883\u964d\u4f4e\u7b56\u7565\u7a33\u5b9a\u6027\u3002\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u5206\u504f\u4f4e\uff0858/100\uff09\uff0c\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u7834\u5173\u952e\u4f4d\uff082928\u62162942\uff09\u540e\u518d\u505a\u65b9\u5411\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 06:30:14
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2930.87, 2928.57], "resistance_levels": [2939.8, 2942.5], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u9707\u8361\u6574\u7406\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2936.89\u4f4d\u4e8e\u5feb\u6162EMA\uff082938.02/2938.77\uff09\u4e0b\u65b9\u4f46\u5dee\u8ddd\u5fae\u5c0f\uff0c\u663e\u793a\u77ed\u671f\u52a8\u80fd\u504f\u5f31\u3002RSI\u503c36.74\u63a5\u8fd1\u8d85\u5356\u533a\u57df\u4f46\u672a\u6781\u7aef\uff0c\u7ed3\u5408ATR\u503c4.86\u8868\u660e\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u4eceCRT\u7b56\u7565\u89c2\u5bdf\uff0c\u8fd1\u671fK\u7ebf\u51fa\u73b0\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff082930-2940\uff09\uff0c\u4e14MFH\u663e\u793a\u9ad8\u5468\u671f\u8d8b\u52bf\u5c1a\u672a\u660e\u786e\u65b9\u5411\u3002\u9884\u8ba1\u672a\u67656-12\u5c0f\u65f6\u5185\u5c06\u7ee7\u7eed\u57282925-2945\u533a\u95f4\u9707\u8361\u84c4\u529b\uff0c\u82e5\u6709\u6548\u7a81\u78342945\u5219\u53ef\u80fd\u6d4b\u8bd52960\u963b\u529b\uff0c\u82e5\u8dcc\u78342920\u652f\u6491\u5219\u4e0b\u770b2900\u5173\u53e3\u3002\u5173\u952e\u89c2\u5bdf\u70b9\u5728\u4e8e\u6210\u4ea4\u91cf\u80fd\u5426\u914d\u5408\u7a81\u7834\u4ee5\u53caRVGI+CCI\u52a8\u91cf\u6307\u6807\u662f\u5426\u51fa\u73b0\u80cc\u79bb\u4fe1\u53f7", "indicators": {"ema_fast": 2938.02306431397, "ema_slow": 2938.7722194191856, "rsi": 36.74446439257931, "atr": 4.856335896905231, "volatility": 0.1653564109280644}}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 06:47:18
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2931.7, 2933.5, 2936.53], "resistance_levels": [2939.8, 2940.01, 2941.83], "structure_score": 35, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57282931-2942\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c2939.84\u7d27\u8d34EMA\u5feb\u6162\u7ebf\uff082938.60/2938.96\uff09\uff0c\u663e\u793a\u5747\u7ebf\u7c98\u5408\u72b6\u6001\u3002RSI\u4ece\u8d85\u5356\u533a\u57df29.5\u53cd\u5f39\u81f348.3\uff0c\u4f46\u4ecd\u5904\u4e2d\u6027\u504f\u5f31\u533a\u95f4\u3002ATR\u4ece5.22\u6536\u7f29\u81f34.30\uff0c\u6ce2\u52a8\u7387\u4e0b\u964d\u81f30.146\uff0c\u8868\u660e\u5e02\u573a\u52a8\u80fd\u51cf\u5f31\u3002\u7ed3\u5408SMC\u5206\u6790\uff0c2931.7-2933.5\u533a\u57df\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\uff0c2940-2942\u533a\u95f4\u51fa\u73b0\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\u3002MFH\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u5468\u671f\u65b9\u5411\u5206\u5316\uff0cMTF\u4e00\u81f4\u6027\u8bc4\u5206\u8f83\u4f4e\u3002\u9884\u8ba1\u77ed\u671f\u5c06\u6d4b\u8bd52942\u963b\u529b\u4f4d\uff0c\u82e5\u7a81\u7834\u5219\u4e0a\u770b2948\uff0c\u82e5\u56de\u843d\u5219\u6d4b\u8bd52933\u652f\u6491\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5dee\u503c\u4ec50.36\u70b9\u5448\u7c98\u5408\u72b6\u6001\uff0cRSI 48.3\u504f\u79bb50\u4e2d\u6027\u7ebf\u663e\u793a\u5f31\u52bf\u5e73\u8861\uff0cATR\u6536\u7f2926%\u8868\u660e\u6ce2\u52a8\u7387\u663e\u8457\u4e0b\u964d\u3002\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u7f29\u5c0f\uff08CRT\u663e\u793a\u533a\u95f4\u6536\u7a84\uff09\uff0c\u6700\u540e\u4e09\u6839K\u7ebf\u6536\u76d8\u4ef7\u5dee\u5f02\u4e0d\u8db33\u70b9\uff0c\u53cd\u6620\u5e02\u573a\u72b9\u8c6b\u60c5\u7eea\u3002volatility\u6307\u68070.146\u5904\u4e8e\u8fd1\u671f\u4f4e\u4f4d\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u9012\u51cf\uff0816843\u21921010\uff09\uff0c\u786e\u8ba4\u9707\u8361\u683c\u5c40\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\u8bc6\u522b2931.7\u8ba2\u5355\u5757\u652f\u6491\u4e0e2941.83\u6d41\u52a8\u6027\u7f3a\u53e3\u5f62\u6210\u9707\u8361\u6846\u67b6\uff1bCRT\u786e\u8ba4K\u7ebf\u533a\u95f4\u6536\u7a84\uff08\u6700\u9ad8-\u6700\u4f4e\u5dee\u22644\u70b9\uff09\uff1b\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u4e2d\u6027\uff08RSI<50\uff09\uff1bMTF\u591a\u5468\u671f\u4e2d4\u5c0f\u65f6\u504f\u7a7a\u800c1\u5c0f\u65f6\u4f01\u7a33\u4ea7\u751f\u5206\u6b67\uff1bIFVG\u672a\u51fa\u73b0\u663e\u8457\u53cd\u5411\u7f3a\u53e3\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u73af\u5883\uff0c\u4f46\u5404\u7b56\u7565\u672a\u5f62\u6210\u660e\u786e\u65b9\u5411\u5171\u632f\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 07:04:41
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2936.53, 2933.5], "resistance_levels": [2942.99, 2945.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u65f6\u95f4\u5468\u671f\u5206\u6790\uff0cETH/USDT\u572815\u5206\u949f\u7ea7\u522b\u5448\u73b0\u533a\u95f4\u9707\u8361\u7279\u5f81\u3002\u5f53\u524d\u4ef7\u683c\u57282936-2943\u533a\u95f4\u5185\u6ce2\u52a8\uff0cRSI\u4ece\u8d85\u5356\u533a\u57df38.47\u53cd\u5f39\u81f346.68\u663e\u793a\u77ed\u671f\u52a8\u80fd\u4fee\u590d\u3002EMA\u5feb\u6162\u7ebf\u57fa\u672c\u91cd\u5408\uff082939.13 vs 2939.20\uff09\u8868\u660e\u7f3a\u4e4f\u660e\u786e\u8d8b\u52bf\u65b9\u5411\u3002\u7ed3\u5408ATR\u503c4.47\u548c\u6ce2\u52a8\u73870.15%\u663e\u793a\u5e02\u573a\u6d3b\u8dc3\u5ea6\u9002\u4e2d\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u7ee7\u7eed\u57282925-2950\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u9700\u7a81\u78342945\u963b\u529b\u4f4d\u624d\u80fd\u786e\u8ba4\u4e0a\u884c\u8d8b\u52bf\uff0c\u4e0b\u78342933\u652f\u6491\u5219\u53ef\u80fd\u6d4b\u8bd52920\u533a\u57df\u3002\u5173\u952e\u9a71\u52a8\u56e0\u7d20\u5305\u62ec\u6210\u4ea4\u91cf\u80fd\u5426\u6301\u7eed\u653e\u5927\u548cEMA\u662f\u5426\u5f62\u6210\u91d1\u53c9\u786e\u8ba4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u8fd1\u4e4e\u5e73\u884c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\uff1bRSI 46.68\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\u4f46\u8131\u79bb\u8d85\u5356\uff1bATR 4.47\u8f83\u524d\u503c\u4e0b\u964d\u8868\u660e\u6ce2\u52a8\u6536\u7f29\uff1b\u8fd1\u671fK\u7ebf\u5448\u73b0\u9634\u9633\u4ea4\u66ff\u7684\u9707\u8361\u7279\u5f81\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u5c0f\u65f6\u7ea7\u522b\u4e0e15\u5206\u949f\u7ea7\u522b\u4fe1\u53f7\u5b58\u5728\u5206\u6b67\u3002", "preliminary_signal": "neutral", "signal_confidence": 60, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\u8ba2\u5355\u5757\u4e0eCRT\u533a\u95f4\u7406\u8bba\u5747\u652f\u6301\u9707\u8361\u89c2\u70b9\uff1b\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u8f7b\u5fae\u770b\u8dcc\u80cc\u79bb\uff1bMTF\u591a\u65f6\u95f4\u6846\u67b6\u4e2d\u8f83\u9ad8\u5468\u671f\uff081H\uff09\u4ecd\u5904\u4e8e\u4e0b\u884c\u7ed3\u6784\u3002IFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u672a\u89e6\u53d1\u660e\u786e\u4fe1\u53f7\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u5e94\u5f53\u524d\u6ce2\u52a8\u73af\u5883\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 07:21:10
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2936.53, 2937.28, 2938.01], "resistance_levels": [2941.83, 2942.99, 2941.52], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8e\u591a\u7b97\u6cd5\u4fe1\u53f7\u7efc\u5408\u5206\u6790\uff0c\u9884\u8ba1\u672a\u67651-3\u5929ETH/USDT\u5c06\u57282936-2943\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c\u7d27\u8d34EMA\u5feb\u6162\u7ebf\uff082939.23/2939.24\uff09\uff0c\u663e\u793a\u5747\u7ebf\u7c98\u5408\u72b6\u6001\u3002RSI\uff0846.58\uff09\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0c\u7ed3\u5408ATR\uff084.22\uff09\u548c\u6ce2\u52a8\u7387\uff080.14%\uff09\u663e\u793a\u5e02\u573a\u6d3b\u8dc3\u5ea6\u8f83\u4f4e\u3002SMC\u8ba2\u5355\u5757\u57282936-2938\u533a\u57df\u5f62\u6210\u652f\u6491\uff0c\u800cCRT\u663e\u793a\u8fd1\u671fK\u7ebf\u57282942\u9644\u8fd1\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4\u5c0f\u65f6\u4e0e1\u5c0f\u65f6\u5468\u671f\u65b9\u5411\u4e0d\u4e00\u81f4\uff0cMTF\u5206\u6790\u8868\u660e15\u5206\u949f\u4e0e1\u5c0f\u65f6\u5468\u671f\u7f3a\u4e4f\u534f\u540c\u52a8\u80fd\u3002\u77ed\u671f\u76ee\u6807\u4f4d\uff1a\u4e0a\u653b2943\u9700\u7a81\u7834IFVG\u53cd\u5411\u7f3a\u53e3\uff0c\u4e0b\u78342936\u5c06\u6d4b\u8bd52930\u652f\u6491\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5dee\u503c\u4ec50.01\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u8870\u7aed\uff1bRSI\u8fde\u7eed\u572837-51\u533a\u95f4\u9707\u8361\u53cd\u6620\u591a\u7a7a\u62c9\u952f\uff1bATR\u4ece4.86\u6536\u7f29\u81f34.22\u663e\u793a\u6ce2\u52a8\u6027\u4e0b\u964d\uff1b\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u6536\u7a84\uff08\u5e73\u5747\u6ce2\u52a82.5\u7f8e\u5143\uff09\u7b26\u5408CRT\u533a\u95f4\u64cd\u7eb5\u7279\u5f81\uff1bvolatility\u4e0b\u964d14%\u5370\u8bc1\u9707\u8361\u6536\u655b\u3002", "preliminary_signal": "neutral", "signal_confidence": 62, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC\u8ba2\u5355\u5757\u652f\u6491\u4e0eCRT\u533a\u95f4\u64cd\u7eb5\u5747\u6307\u5411\u9707\u8361\uff0c\u4f46RVGI+CCI\u52a8\u91cf\uff0846.58\uff09\u7565\u504f\u7a7a\uff1bMTF\u663e\u793a15\u5206\u949f\u5468\u671f\u4f01\u7a33\u800c1\u5c0f\u65f6\u5468\u671f\u4ecd\u627f\u538b\uff1b\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecfAuto-AO\u8c03\u6574\u4f46\u5f53\u524d\u5e02\u573a\u6761\u4ef6\u4f7f\u7b56\u7565\u6709\u6548\u6027\u53d7\u9650\u3002\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u520665/100\uff0c\u5efa\u8bae\u7b49\u5f85MTF\u591a\u5468\u671f\u5171\u632f\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 07:27:11
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2936.53, 2937.28], "resistance_levels": [2941.83, 2942.99], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u4ef7\u683c\u57282936-2943\u533a\u95f4\u5f62\u6210\u9707\u8361\u7ed3\u6784\u3002EMA\u53cc\u7ebf\u7c98\u5408\uff082938.88/2939.07\uff09\u663e\u793a\u7f3a\u4e4f\u8d8b\u52bf\u52a8\u80fd\uff0c\u8fd1\u671f\u8721\u70db\u51fa\u73b0\u6d41\u52a8\u6027\u626b\u8361\uff0807:15\u8721\u70db\u6d4b\u8bd52937.51\u4f4e\u70b9\uff09\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52936.53\u652f\u6491\u4f4d\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u4e0b\u63a22928-2930\u6298\u4ef7\u533a\uff1b\u82e5\u5b88\u4f4f2942.99\u963b\u529b\u5219\u53ef\u80fd\u5411\u4e0a\u6d4b\u8bd52950\u6ea2\u4ef7\u533a\u3002\u5173\u952e\u89e6\u53d1\u70b9\u4e3a\u5e02\u573a\u7ed3\u6784\u7834\u574f\uff08MSB\uff09\u5bf92936.53\u7684\u7a81\u7834\u65b9\u5411\u3002", "indicator_analysis": "RSI(43.46)\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u95f4\uff0cEMA\u5feb\u6162\u7ebf\u5dee\u503c\u4ec50.19\u663e\u793a\u5747\u7ebf\u7ea0\u7f20\u3002ATR(4.29)\u548c\u6ce2\u52a8\u7387(0.146%)\u5747\u5448\u6536\u7f29\u72b6\u6001\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u9700\u5173\u6ce8\u80fd\u5426\u7a81\u7834\u5f53\u524d\u5e73\u8861\u533a\u95f4\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC\u663e\u793a\u533a\u95f4\u9707\u8361\uff0cIFVG\u672a\u5f62\u6210\u660e\u786e\u53cd\u5411\u7f3a\u53e3\uff0cCRT\u68c0\u6d4b\u5230K\u7ebf\u8303\u56f4\u6536\u7a84\u6697\u793a\u53d8\u76d8\u53ef\u80fd\u3002MTF\u591a\u5468\u671f\u663e\u793a\u5927\u5468\u671f\u5236\u7ea6\u529b\u8f83\u5f3a\uff0c\u4f46MFH\u591a horizon\u9884\u6d4b\u7f3a\u4e4f\u4e00\u81f4\u6027\u3002\u4f18\u5316\u5668\u53c2\u6570\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u73af\u5883\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u786e\u8ba4\u540e\u518d\u5f00\u4ed3\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 07:46:42
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2935.47, 2930.0, 2925.0], "resistance_levels": [2942.99, 2945.0, 2950.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u4ef7\u683c\u57282935-2943\u533a\u95f4\u5f62\u6210\u9707\u8361\u7ed3\u6784\u3002\u8fd1\u671f\u51fa\u73b0\u6d41\u52a8\u6027\u626b\u8361\u81f32935.47\u4f4e\u70b9\u540e\u53cd\u5f39\u4e4f\u529b\uff0cEMA\u7a7a\u5934\u6392\u5217\u538b\u5236\u4ef7\u683c\u3002\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52930\u652f\u6491\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u52a0\u901f\u81f32920\u533a\u57df\u3002\u5173\u952e\u89c2\u5bdf2943\u963b\u529b\u7a81\u7834\u60c5\u51b5\uff0c\u5426\u5219\u7ef4\u6301\u9707\u8361\u4e0b\u884c\u683c\u5c40\u3002", "indicator_analysis": "EMA\u5feb\u6162\u7ebf\u7a7a\u5934\u6392\u5217(2938.10/2938.65)\uff0c\u5f53\u524d\u4ef7\u683c2936.12\u8fd0\u884c\u4e8eEMA\u4e0b\u65b9\uff1bRSI 40.04\u663e\u793a\u5f31\u52bf\u4f46\u672a\u8d85\u5356\uff1bATR 3.65\u548c\u6ce2\u52a8\u738712.4%\u8868\u660e\u5e02\u573a\u6d3b\u8dc3\u5ea6\u9002\u4e2d\u3002CRT\u663e\u793a\u8fd1\u671fK\u7ebf\u5b9e\u4f53\u6536\u7f29\uff0c\u53cd\u6620\u591a\u7a7a\u50f5\u6301\u3002", "preliminary_signal": "sell", "signal_confidence": 68, "consistency_analysis": "SMC/IFVG/CRT\u7b56\u7565\u5747\u6307\u54112935-2943\u533a\u95f4\u9707\u8361\uff0cRVGI+CCI\u52a8\u91cf\u504f\u5f31\u786e\u8ba4\u4e0b\u884c\u538b\u529b\u3002MTF\u5206\u6790\u663e\u793a\u5927\u5468\u671f\u5236\u7ea6\u660e\u663e\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u4e00\u81f4\u6027\u8f83\u9ad8\u3002\u4e3b\u8981\u5206\u6b67\u5728\u4e8eIFVG\u7b56\u7565\u63d0\u793a2935\u53ef\u80fd\u5b58\u5728\u53cd\u5411\u652f\u6491\uff0c\u4f46\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u8fbe75%\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 07:49:54
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2935.47, 2930.0], "resistance_levels": [2942.99, 2948.0], "structure_score": 35, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u53ef\u80fd\u7ee7\u7eed\u57282935-2945\u533a\u95f4\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c\u5728EMA\u5feb\u6162\u7ebf\u4e0b\u65b9\u8fd0\u884c\uff0cRSI\u5904\u4e8e42.5\u7684\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0c\u663e\u793a\u77ed\u671f\u52a8\u80fd\u4e0d\u8db3\u3002\u57fa\u4e8eSMC\u5206\u6790\uff0c2935.47\u7684\u8fd1\u671f\u4f4e\u70b9\u6784\u6210\u5173\u952e\u652f\u6491\uff0c\u82e5\u8dcc\u7834\u53ef\u80fd\u6d4b\u8bd52930\u533a\u57df\uff1b\u4e0a\u65b92942.99\u7684\u9ad8\u70b9\u5f62\u6210\u963b\u529b\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u5927\u5468\u671f\u4ecd\u5904\u4e8e\u8c03\u6574\u9636\u6bb5\uff0cMTF\u5206\u6790\u8868\u660e4\u5c0f\u65f6\u7ea7\u522b\u8d8b\u52bf\u5411\u4e0b\u5236\u7ea615\u5206\u949f\u7ea7\u522b\u7684\u53cd\u5f39\u7a7a\u95f4\u3002\u9884\u8ba1\u6ce2\u52a8\u7387\u5c06\u7ef4\u6301\u57280.13\u5de6\u53f3\u7684\u76f8\u5bf9\u4f4e\u4f4d\u3002", "indicator_analysis": "EMA\u5feb\u7ebf(2938.31)\u7565\u4f4e\u4e8e\u6162\u7ebf(2938.75)\uff0c\u5f62\u6210\u8f7b\u5fae\u6b7b\u53c9\u4f46\u5dee\u503c\u5f88\u5c0f(-0.44)\uff0c\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u5fae\u5f31\u3002RSI(42.54)\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0c\u65e0\u8d85\u5356\u8d85\u4e70\u4fe1\u53f7\u3002ATR(3.90)\u548c\u6ce2\u52a8\u7387(0.133)\u663e\u793a\u5e02\u573a\u6ce2\u52a8\u6027\u8f83\u4f4e\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\u3002RVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u663e\u793a\u8d8b\u52bf\u5f3a\u5ea6\u504f\u5f31\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\uff1aSMC\u8bc6\u522b\u51fa\u660e\u786e\u7684\u9707\u8361\u533a\u95f4\u4f46\u7f3a\u4e4f\u660e\u786e\u7a81\u7834\u4fe1\u53f7\uff1bIFVG\u663e\u793a\u5f53\u524d\u5904\u4e8e\u4ef7\u503c\u5e73\u8861\u533a\uff1bCRT\u8868\u660eK\u7ebf\u533a\u95f4\u6536\u7a84\uff1bRVGI+CCI\u786e\u8ba4\u52a8\u80fd\u4e0d\u8db3\uff1bMFH\u548cMTF\u663e\u793a\u591a\u5468\u671f\u5b58\u5728\u5206\u6b67\u3002\u4f18\u5316\u5668\u72b6\u6001\u826f\u597d\u4f46\u7f3a\u4e4f\u660e\u786e\u7684\u8d8b\u52bf\u4ea4\u6613\u673a\u4f1a\u3002\u5efa\u8bae\u7b49\u5f85\u5e02\u573a\u7ed3\u6784\u660e\u786e\u7a81\u7834\u540e\u518d\u5165\u573a\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 08:06:11
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2935.35, 2936.33], "resistance_levels": [2941.52, 2940.58], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u4ef7\u683c\u57282935-2942\u533a\u95f4\u5f62\u6210\u9707\u8361\u6574\u7406\u3002EMA\u53cc\u7ebf\u63a5\u8fd1\u5e73\u884c\uff082938.47/2938.80\uff09\uff0cRSI\u4e2d\u602750.31\u663e\u793a\u52a8\u80fd\u5e73\u8861\u3002\u8fd1\u671f\u51fa\u73b02935.35\u4f4e\u70b9\u6d41\u52a8\u6027\u626b\u8361\u548c2941.52\u9ad8\u70b9\u8ba2\u5355\u5757\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52942\u963b\u529b\u533a\uff0c\u82e5\u7a81\u7834\u5219\u4e0a\u770b2950\uff1b\u82e5\u8dcc\u78342935\u652f\u6491\u5219\u4e0b\u63a22928\u3002MFH\u591a\u5468\u671f\u663e\u793a4H\u5468\u671f\u4ecd\u5904\u4e8e\u533a\u95f4\u4e2d\u90e8\uff0c\u7f3a\u4e4f\u65b9\u5411\u6027\u9a71\u52a8\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5dee\u503c\u4ec50.33\u70b9\u4e14\u6301\u7eed\u8d1f\u4ea4\u53c9\uff0c\u8868\u660e\u77ed\u671f\u8d8b\u52bf\u504f\u5f31\u4f46\u672a\u5f62\u6210\u5355\u8fb9\uff1bRSI 50.31\u5904\u4e8e\u7edd\u5bf9\u4e2d\u6027\uff0cATR 3.71\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\u81f3\u8fd1\u671f\u4f4e\u4f4d\uff08\u8f83\u524d\u503c4.47\u4e0b\u964d17%\uff09\uff0c\u7b26\u5408\u9707\u8361\u5e02\u573a\u7279\u5f81\u3002CRT\u7406\u8bba\u663e\u793aK\u7ebf\u5b9e\u4f53\u6536\u7a84\uff08\u6700\u8fd1\u4e09\u6839\u5e73\u5747\u8303\u56f42.1\u70b9\uff09\uff0c\u6697\u793a\u915d\u917f\u7a81\u7834\u3002", "preliminary_signal": "neutral", "signal_confidence": 62, "consistency_analysis": "\u7b56\u7565\u95f4\u5b58\u5728\u4e2d\u5ea6\u5206\u6b67\uff1aSMC/IFVG\u8bc6\u522b\u51fa2935-2942\u533a\u95f4\u8fb9\u754c\uff0c\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\uff08RSI\u4e2d\u6027\uff09\u672a\u786e\u8ba4\u8d8b\u52bf\u5f3a\u5ea6\uff1bMTF\u591a\u5468\u671f\u663e\u793a\u5927\u5468\u671f\uff081H\uff09\u4ecd\u5904\u4e8e\u76d8\u6574\uff0c\u4e0e\u5c0f\u5468\u671f\uff0815M\uff09\u4fe1\u53f7\u77db\u76fe\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecfAuto-AO\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u6ce2\u52a8\u7387\u538b\u7f29\u73af\u5883\u9650\u5236\u4e86\u7b56\u7565\u6709\u6548\u6027\u3002\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u7834\u533a\u95f4\u540e\u518d\u505a\u65b9\u5411\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 08:22:38
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2935.35, 2936.33, 2937.33], "resistance_levels": [2942.96, 2945.5, 2950.0], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u6700\u65b0K\u7ebf\u57282942.96\u5f62\u6210\u77ed\u671f\u6d41\u52a8\u6027\u626b\u8361\u9ad8\u70b9\u540e\u56de\u843d\u81f32940.01\uff0c\u663e\u793a\u4e0a\u65b9\u5b58\u5728\u8ba2\u5355\u5757\u963b\u529b\u3002EMA\u53cc\u7ebf\u8fd1\u4e4e\u91cd\u5408\uff082938.82/2938.95\uff09\u4e14\u4ef7\u683c\u5728\u5176\u4e0a\u65b9\u9707\u8361\uff0c\u7ed3\u5408RSI\u4ece37.6\u56de\u5347\u81f354.1\u7684\u52a8\u91cf\u4fee\u590d\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u57282935-2945\u533a\u95f4\u8fdb\u884c\u7ed3\u6784\u6574\u7406\u3002\u82e5\u7a81\u78342943\u5e76\u4f34\u968f\u653e\u91cf\uff0c\u53ef\u80fd\u6d4b\u8bd52950\u6298\u4ef7\u533a\uff1b\u82e5\u5931\u5b882935\u652f\u6491\uff0c\u5c06\u4e0b\u63a22928 FVG\u533a\u57df\u3002MFH\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u4ecd\u5904\u4e8e\u533a\u95f4\u4e2d\u67a2\uff0c\u65b9\u5411\u6289\u62e9\u9700\u7b49\u5f85MSB\u786e\u8ba4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5dee\u503c\u4ec50.13\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u532e\u4e4f\uff0cRSI 54.1\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\u4f46\u8131\u79bb\u8d85\u5356\uff08\u524d\u503c37.6\uff09\u663e\u793a\u4e70\u76d8\u590d\u82cf\u3002ATR\u4ece4.44\u6536\u7f29\u81f33.84\u6697\u793a\u6ce2\u52a8\u7387\u964d\u4f4e\uff0cRVGI+CCI\u52a8\u91cf\u5c1a\u672a\u5f62\u6210\u80cc\u79bb\u3002CRT\u7406\u8bba\u6307\u51fa\u6700\u8fd1\u4e09\u6839K\u7ebf\u5b9e\u4f53\u6536\u7a84\uff082940.03\u21922940.01\uff09\u53cd\u6620\u5e02\u573a\u72b9\u8c6b\uff0c\u9700\u5173\u6ce8\u533a\u95f4\u7a81\u7834\u3002", "preliminary_signal": "neutral", "signal_confidence": 58, "consistency_analysis": "SMC\u4e0eIFVG\u7b56\u7565\u5b58\u5728\u5206\u6b67\uff1aSMC\u8bc6\u522b2942.96\u4e3a\u6f5c\u5728OB\u963b\u529b\uff0c\u800cIFVG\u5c062937.33-2935.35\u533a\u95f4\u89c6\u4e3a\u53cd\u5411\u652f\u6491\u533a\u3002MTF\u591a\u5468\u671f\u5206\u6790\u663e\u793a1\u5c0f\u65f6\u4e0e15\u5206\u949f\u7ed3\u6784\u9519\u914d\uff081\u5c0f\u65f6\u4ecd\u5904\u4e0b\u964d\u901a\u9053\uff09\uff0cRVGI+CCI\u52a8\u91cf\u5f31\u5316\u4e0eCRT\u533a\u95f4\u6536\u7f29\u5f62\u6210\u77db\u76fe\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecfAuto-AO\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u4fe1\u53f7\u4e00\u81f4\u6027\u8bc4\u5206\u4ec562/100\uff0c\u5efa\u8bae\u7b49\u5f85MTF\u5171\u632f\u6216FVG\u586b\u5145\u5b8c\u6210\u540e\u518d\u884c\u52a8\u80fd\u4ea4\u6613\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 08:39:03
market_state: consolidation
ai_decision: null
raw_analysis:
{"market_state": "consolidation", "support_levels": [2935.35, 2937.33], "resistance_levels": [2942.96, 2940.9], "structure_score": 42, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u7ef4\u63012935-2945\u533a\u95f4\u9707\u8361\u3002\u6280\u672f\u903b\u8f91\uff1a\u5f53\u524d\u4ef7\u683c\u5728EMA\u5feb\u6162\u7ebf\u4e4b\u95f4\u7a84\u5e45\u6ce2\u52a8\uff082938.84-2938.95\uff09\uff0cRSI\u4e2d\u6027\uff0853.4\uff09\u663e\u793a\u591a\u7a7a\u5e73\u8861\u3002SMC\u7b56\u7565\u8bc6\u522b\u5173\u952e\u8ba2\u5355\u5757\uff1a08:00K\u7ebf\u5f62\u6210\u7684\u6d41\u52a8\u6027\u626b\u8361\u4f4e\u70b92937.33\u4e3a\u8fd1\u671f\u652f\u6491\uff0c\u9ad8\u70b92942.96\u6784\u6210\u963b\u529b\u3002IFVG\u7b56\u7565\u663e\u793a2940-2942\u5b58\u5728\u53cd\u5411\u4ef7\u503c\u7f3a\u53e3\u538b\u5236\uff0c\u800c08:30K\u7ebf\u57282937.47\u7684\u6298\u4ef7\u533a\u51fa\u73b0\u4e70\u65b9\u53cd\u5e94\u3002MTF\u5206\u6790\u9700\u5173\u6ce8\u66f4\u9ad8\u5468\u671f\uff08\u59821H\uff09\u80fd\u5426\u7a81\u78342945\u4ee5\u786e\u8ba4\u65b9\u5411\u3002\u76ee\u6807\u4f4d\uff1a\u82e5\u4e0a\u78342943\u5219\u770b2950-2955\uff0c\u4e0b\u78342935\u5219\u6d4b\u8bd52928-2925\u3002", "indicator_analysis": "EMA\u5feb\u6162\u7ebf\u8fd1\u4e4e\u91cd\u5408\uff08\u5dee\u503c0.1\uff09\uff0c\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u7f3a\u5931\uff1bRSI 53.4\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u65e0\u8d85\u4e70\u8d85\u5356\u538b\u529b\uff1bATR 3.75\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\u81f3\u8fd1\u671f\u4f4e\u4f4d\uff08\u8f83\u524d\u5468\u671f\u4e0b\u964d12%\uff09\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\uff1bCRT\u7b56\u7565\u89c2\u5bdf\u5230K\u7ebf\u5b9e\u4f53\u6301\u7eed\u7f29\u5c0f\uff08\u6700\u65b0\u8721\u70db\u4ef7\u683c\u53d8\u52a8-0.03%\uff09\uff0c\u6697\u793a\u533a\u95f4\u7a81\u7834\u4e34\u8fd1\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u672a\u51fa\u73b0\u80cc\u79bb\uff0c\u4f46MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a4H\u5468\u671f\u4ecd\u53d7\u5236\u4e8e2945\u963b\u529b\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC/IFVG/CRT\u5747\u6307\u5411\u533a\u95f4\u9707\u8361\uff08\u652f\u64912935/\u963b\u529b2943\uff09\uff0c\u4f46RVGI+CCI\u7684\u5fae\u5f31\u591a\u5934\u52a8\u91cf\uff08RSI\u4ece37.6\u56de\u5347\u81f353.4\uff09\u4e0eMTF\u5927\u5468\u671f\u538b\u5236\u5f62\u6210\u77db\u76fe\u3002\u4f18\u5316\u5668\u72b6\u6001\u663e\u793a\u53c2\u6570\u5df2\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u52a8\u73af\u5883\uff0c\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u78342935-2943\u8fb9\u754c\u540e\u8ddf\u968f\u7a81\u7834\u65b9\u5411\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 08:55:26
market_state: high_volatility
ai_decision: null
raw_analysis:
{"market_state": "high_volatility", "support_levels": [2937.0, 2935.35], "resistance_levels": [2947.04, 2942.96], "structure_score": 45, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u53ef\u80fd\u5448\u73b0\u9707\u8361\u504f\u7a7a\u683c\u5c40\u3002\u5f53\u524d\u4ef7\u683c2938.61\u7d27\u8d34EMA\u53cc\u7ebf\uff08\u5feb\u7ebf2938.92/\u6162\u7ebf2938.98\uff09\uff0c\u663e\u793a\u591a\u7a7a\u5e73\u8861\u300208:30\u8721\u70db\u51fa\u73b02947.04\u21922937.47\u7684\u6d41\u52a8\u6027\u626b\u8361\uff0c\u5f62\u6210\u4e0a\u65b9FVG\u963b\u529b\uff082942-2947\uff09\u3002\u7ed3\u5408RSI\u4ece55\u5feb\u901f\u51b2\u9ad8\u81f362.7\u540e\u56de\u843d\uff0c\u6697\u793a\u77ed\u671f\u8d85\u4e70\u3002\u82e5\u8dcc\u7834\u5173\u952eOB\u652f\u64912937.0\uff0808:45\u8721\u70db\u4f4e\u70b9\uff09\uff0c\u53ef\u80fd\u4e0b\u63a22930-2925\u6298\u4ef7\u533a\uff1b\u53cd\u4e4b\u82e5\u80fd\u5b88\u4f4f2935\u5e76\u7a81\u78342947\uff0c\u5c06\u6fc0\u6d3bIFVG\u7b56\u7565\u770b\u54112955\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u8fd1\u4e4e\u91cd\u5408\uff08\u5dee\u503c0.06\uff09\u4e14\u6301\u7eed\u8d1f\u4ea4\u53c9\uff0c\u8d8b\u52bf\u52a8\u80fd\u5fae\u5f31\u3002RSI 62.7\u5904\u4e8e\u4e2d\u6027\u504f\u5f3a\u533a\u57df\u4f46\u672a\u8d85\u4e70\uff0cATR 4.57\u8f83\u524d\u503c\u653e\u592718%\u786e\u8ba4\u6ce2\u52a8\u7387\u4e0a\u5347\u3002volatility 0.156%\u8fbe\u8fd1\u671f\u5cf0\u503c\uff0c\u914d\u540808:30\u6210\u4ea4\u91cf\u653e\u592718323\u679aETH\uff0c\u53cd\u6620\u673a\u6784\u5c42\u7ea7\u6d41\u52a8\u6027\u535a\u5f08\u3002CRT\u663e\u793a08:00-08:45\u8721\u70db\u5b9e\u4f53\u6536\u7a84\u800c\u5f71\u7ebf\u62c9\u957f\uff0c\u5178\u578b\u533a\u95f4\u64cd\u7eb5\u7279\u5f81\u3002", "preliminary_signal": "neutral", "signal_confidence": 60, "consistency_analysis": "\u7b56\u7565\u95f4\u51fa\u73b0\u5206\u5316\uff1aSMC/IFVG\u8bc6\u522b\u51fa2947-2937\u7684\u5e73\u8861\u533a\u95f4\uff0c\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u672a\u786e\u8ba4\u65b9\u5411\uff08RSI\u80cc\u79bb\uff09\u3002MTF\u5206\u6790\u663e\u793a4H\u5468\u671f\u4ecd\u59042920-2960\u9707\u8361\u5e26\uff0c\u4e0e15M\u5468\u671f\u5f62\u6210\u5d4c\u5957\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u4e2d\uff0c1H\u5468\u671f\u504f\u7a7a\u800c4H\u5468\u671f\u4e2d\u6027\uff0c\u5bfc\u81f4Auto-AO\u4f18\u5316\u5668\u964d\u4f4e\u4ed3\u4f4d\u53c2\u6570\u3002\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u5206\u4e2d\u7b49\uff0860/100\uff09\uff0c\u5efa\u8bae\u7b49\u5f852937-2942\u533a\u95f4\u7a81\u7834\u540e\u518d\u505a\u65b9\u5411\u6289\u62e9\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 09:11:26
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2936.5, 2937.0, 2937.33], "resistance_levels": [2942.96, 2947.04], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u6700\u65b0K\u7ebf\u57282936.5\u5f62\u6210\u660e\u663e\u652f\u6491\u8ba2\u5355\u5757\uff0c\u540c\u65f6\u4ef7\u683c\u7a81\u7834EMA\u5feb\u6162\u7ebf\u4ea4\u53c9\u70b92939.16\u3002RSI\u7ef4\u6301\u572860\u9644\u8fd1\u663e\u793a\u5065\u5eb7\u4e70\u76d8\uff0cATR\u6269\u5927\u81f34.64\u8868\u660e\u6ce2\u52a8\u6027\u589e\u52a0\u3002\u9884\u671f1-3\u5929\u5185\u5c06\u6d4b\u8bd52947.04\u6d41\u52a8\u6027\u7f3a\u53e3\uff0c\u82e5\u7a81\u7834\u5219\u4e0a\u770b2952-2955\u533a\u57df\u3002\u5173\u952e\u89c2\u5bdf\u70b9\u5728\u4e8e\u80fd\u5426\u57282937-2936.5\u652f\u6491\u533a\u57df\u5f62\u6210\u65b0\u7684\u8ba2\u5355\u5757\u3002", "indicator_analysis": "EMA\u5feb\u6162\u7ebf\u91d1\u53c9\uff082939.21>2939.12\uff09\u786e\u8ba4\u77ed\u671f\u52a8\u80fd\u8f6c\u5f3a\uff0cRSI 60.8\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\u4f46\u672a\u8d85\u4e70\u3002ATR\u4ece3.95\u6269\u5927\u81f34.64\u663e\u793a\u6ce2\u52a8\u7387\u63d0\u534715%\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u653e\u5927\u81f318000+\u6c34\u5e73\uff0c\u8868\u660e\u673a\u6784\u53c2\u4e0e\u5ea6\u589e\u52a0\u3002\u6ce2\u52a8\u73870.158%\u5904\u4e8e\u9002\u4e2d\u6c34\u5e73\uff0c\u652f\u6301\u8d8b\u52bf\u5ef6\u7eed\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC/IFVG/CRT\u7b56\u7565\u9ad8\u5ea6\u4e00\u81f4\uff1a\u6700\u65b0K\u7ebf\u540c\u65f6\u6ee1\u8db3\u6d41\u52a8\u6027\u626b\u8361\uff08\u6d4b\u8bd52936.5\uff09\u548c\u8ba2\u5355\u5757\u5f62\u6210\u6761\u4ef6\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u786e\u8ba4\u4e70\u76d8\u5f3a\u5ea6\uff0cMTF\u591a\u5468\u671f\u663e\u793a4H\u5468\u671f\u652f\u6491\u5f53\u524d\u8d70\u52bf\u3002MFH\u9884\u6d4b\u6a21\u578b\u663e\u793a\u77ed\u671f\u76ee\u68072947\u4e0eSMC\u963b\u529b\u4f4d\u91cd\u5408\u3002\u4e3b\u8981\u98ce\u9669\u5728\u4e8e2942.96\u524d\u9ad8\u963b\u529b\uff0c\u9700\u89c2\u5bdf\u7a81\u7834\u529b\u5ea6\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 09:27:27
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2936.5, 2937.0, 2938.3], "resistance_levels": [2942.76, 2947.04, 2950.0], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c\u7a81\u7834EMA\u53cc\u7ebf\u5e76\u7ad9\u7a332940\u4e0a\u65b9\uff0cRSI\u663e\u793a\u5065\u5eb7\u591a\u5934\u52a8\u91cf\u3002\u8fd1\u671f\u5f62\u62102936.5-2937.0\u7684\u8ba2\u5355\u5757\u652f\u6491\u533a\u57df\uff0c\u4e0a\u65b92942.76\u4e3a\u6d41\u52a8\u6027\u626b\u8361\u9ad8\u70b9\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52947.04\u963b\u529b\uff0c\u82e5\u7a81\u7834\u5219\u770b\u54112950\u5fc3\u7406\u5173\u53e3\u3002\u5173\u952e\u89c2\u5bdf2938.3\u6298\u4ef7\u533a\u652f\u6491\u6709\u6548\u6027\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u91d1\u53c9\uff08\u5feb\u7ebf2939.57>\u6162\u7ebf2939.29\uff09\uff0cRSI 65.6\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\u4f46\u672a\u8d85\u4e70\uff0cATR 4.42\u663e\u793a\u4e2d\u7b49\u6ce2\u52a8\u7387\u3002MFH\u591a\u5468\u671f\u663e\u793a15\u5206\u949f\u4e0e\u5c0f\u65f6\u7ebf\u8d8b\u52bf\u4e00\u81f4\uff0cRVGI+CCI\u786e\u8ba4\u52a8\u91cf\u5411\u4e0a\u3002", "preliminary_signal": "buy", "signal_confidence": 68, "consistency_analysis": "SMC/IFVG/CRT\u7b56\u7565\u5747\u8bc6\u522b\u51fa2936.5\u8ba2\u5355\u5757\u652f\u6491\u6709\u6548\uff0cMTF\u591a\u5468\u671f\u5171\u632f\u5411\u4e0a\uff0cRVGI+CCI\u52a8\u91cf\u786e\u8ba4\u3002\u4f46\u9700\u6ce8\u610f08:45\u8721\u70db\u51fa\u73b0FVG\u7f3a\u53e3\uff082937-2940\uff09\uff0c\u77ed\u671f\u53ef\u80fd\u5b58\u5728\u56de\u586b\u9700\u6c42\uff0c\u5efa\u8bae\u7b49\u5f852938-2940\u533a\u57df\u5206\u6279\u5165\u573a\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 09:44:24
market_state: 高波动下降趋势
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u4e0b\u964d\u8d8b\u52bf", "support_levels": [2930.02, 2925.0, 2918.5], "resistance_levels": [2942.76, 2947.04, 2952.0], "structure_score": 35, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u6700\u65b0K\u7ebf\u57282930.02\u5f62\u6210\u91cd\u8981\u652f\u6491\uff0c\u8be5\u4f4d\u7f6e\u53ef\u80fd\u6784\u6210\u77ed\u671f\u8ba2\u5355\u5757\u3002EMA\u5feb\u901f\u7ebf(2938.49)\u4e0b\u7a7f\u6162\u901f\u7ebf(2938.80)\u786e\u8ba4\u77ed\u671f\u770b\u8dcc\u52a8\u80fd\uff0cRSI(40.02)\u663e\u793a\u8d85\u5356\u4f46\u672a\u8fbe\u6781\u7aef\u6c34\u5e73\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52925-2930\u652f\u6491\u533a\u95f4\uff0c\u82e5\u8dcc\u7834\u5219\u4e0b\u770b2918.5(ATR\u6d4b\u7b97\u76ee\u6807)\u3002\u5173\u952e\u963b\u529b\u4f4d\u4e8e2942.76(\u8fd1\u671f\u9ad8\u70b9)\uff0c\u7a81\u7834\u8be5\u4f4d\u53ef\u80fd\u5f15\u53d1\u54112947.04\u7684\u53cd\u5f39\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u6b7b\u53c9\u786e\u8ba4\u77ed\u671f\u4e0b\u964d\u8d8b\u52bf\uff0cRSI\u4ece64.75\u5feb\u901f\u56de\u843d\u81f340.02\u663e\u793a\u52a8\u91cf\u8f6c\u5f31\u3002ATR\u4ece4.42\u6269\u5f20\u81f35.36\u8868\u660e\u6ce2\u52a8\u7387\u4e0a\u534723%\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u653e\u5927\u81f321399.77(\u524d\u671f\u76843\u500d)\u786e\u8ba4\u9ad8\u6ce2\u52a8\u73af\u5883\u3002\u5f53\u524d\u4ef7\u683c2933.07\u4f4e\u4e8e\u53ccEMA\uff0c\u6280\u672f\u9762\u504f\u7a7a\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "SMC\u4e0eIFVG\u4fe1\u53f7\u4e00\u81f4\uff1a2930.02\u652f\u6491\u4f4d\u4e0e\u6d41\u52a8\u6027\u626b\u8361\u4f4e\u70b9\u91cd\u5408\u3002RVGI+CCI(40.02 RSI)\u4e0eMTF\u591a\u5468\u671f\u5747\u663e\u793a\u52a8\u91cf\u504f\u5f31\u3002\u4f46CRT\u663e\u793aK\u7ebf\u5b58\u5728\u64cd\u7eb5\u8ff9\u8c61(\u957f\u4e0b\u5f71\u7ebf)\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u5b58\u5728\u5206\u6b67(15m\u504f\u7a7avs 1h\u53ef\u80fd\u53cd\u5f39)\u3002\u6574\u4f53\u4e00\u81f4\u6027\u4e2d\u7b49(65/100)\uff0c\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u5728\u5173\u952e\u4f4d2930.02-2942.76\u533a\u95f4\u7684\u7a81\u7834\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 10:00:25
market_state: 高波动震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u9707\u8361", "support_levels": [2930.02, 2925.0], "resistance_levels": [2942.76, 2950.0], "structure_score": 35, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57282930-2950\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u6280\u672f\u903b\u8f91\uff1a1\uff09\u4ef7\u683c\u572809:30\u51fa\u73b0\u5927\u5e45\u4e0b\u8dcc\u81f32930.02\u540e\u53cd\u5f39\uff0c\u5f62\u6210\u660e\u663e\u7684\u6d41\u52a8\u6027\u626b\u8361\uff1b2\uff09EMA\u5feb\u6162\u7ebf\u7d27\u5bc6\u7f20\u7ed5\uff082938.28 vs 2938.68\uff09\uff0c\u663e\u793a\u7f3a\u4e4f\u8d8b\u52bf\u52a8\u80fd\uff1b3\uff09RSI\u4ece41.18\u53cd\u5f39\u81f348.51\u4f46\u4ecd\u5904\u4e2d\u6027\u533a\u57df\uff1b4\uff09ATR\u5347\u81f35.25\u914d\u54080.18\u7684\u6ce2\u52a8\u7387\u8868\u660e\u5e02\u573a\u5904\u4e8e\u9ad8\u6ce2\u52a8\u73af\u5883\u3002\u5173\u952e\u76ee\u6807\u4f4d\uff1a\u5411\u4e0a\u9700\u7a81\u78342942.76\u524d\u9ad8\u786e\u8ba4\u53cd\u5f39\uff0c\u5411\u4e0b\u82e5\u8dcc\u78342930.02\u5c06\u6d4b\u8bd52925\u652f\u6491\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u9891\u7e41\uff08\u6700\u8fd15\u6839K\u7ebf\u51fa\u73b03\u6b21\u65b9\u5411\u53d8\u5316\uff09\u663e\u793a\u8d8b\u52bf\u6df7\u4e71\uff1bRSI 48.51\u5904\u4e8e\u65e0\u65b9\u5411\u533a\u95f4\uff1bATR 5.25\u8f83\u524d\u671f4.42\u663e\u8457\u4e0a\u5347\uff0c\u7ed3\u54080.18\u7684\u6ce2\u52a8\u7387\u5370\u8bc1\u9ad8\u6ce2\u52a8\u7279\u5f81\uff1b\u6210\u4ea4\u91cf\u572809:30\u8721\u70db\u5f02\u5e38\u653e\u5927\uff0822474\uff09\u540e\u56de\u5f52\u6b63\u5e38\uff0c\u8868\u660e\u8be5\u4f4d\u7f6e\u5b58\u5728\u91cd\u8981\u6d41\u52a8\u6027\u6c60\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC\u68c0\u6d4b\u52302930.02\u7684\u6d41\u52a8\u6027\u626b\u8361\u652f\u6491\u6709\u6548\uff0c\u4f46MTF\u591a\u5468\u671f\u663e\u793a\u5927\u5468\u671f\u5236\u7ea6\u529b\u8f83\u5f31\uff1bIFVG\u53cd\u5411\u7f3a\u53e3\u7b56\u7565\u4e0eCRT\u70db\u53f0\u8303\u56f4\u7406\u8bba\u5747\u6307\u5411\u9707\u8361\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u8d8b\u52bf\u5f3a\u5ea6\u4e0d\u8db3\uff0848\u5206\u4f4d\uff09\u3002\u4f18\u5316\u5668\u72b6\u6001\u826f\u597d\u4f46\u5404\u7b56\u7565\u7f3a\u4e4f\u5171\u632f\uff0c\u5efa\u8bae\u7b49\u5f85\u66f4\u660e\u786e\u7684\u7ed3\u6784\u7a81\u7834\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 10:16:23
market_state: 高波动震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9ad8\u6ce2\u52a8\u9707\u8361", "support_levels": [2930.02, 2932.0, 2934.99], "resistance_levels": [2942.76, 2942.5, 2941.5], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5e02\u573a\u57282930-2943\u533a\u95f4\u5185\u5f62\u6210\u9707\u8361\u7ed3\u6784\u300209:30\u7684\u6d41\u52a8\u6027\u626b\u8361\u81f32930.02\u540e\u5feb\u901f\u53cd\u5f39\uff0c\u663e\u793a\u8be5\u4f4d\u7f6e\u5b58\u5728\u5f3a\u52bf\u8ba2\u5355\u5757\u652f\u6491\u3002\u7ed3\u5408MTF\u5206\u6790\uff0c4\u5c0f\u65f6\u7ea7\u522bEMA\u6536\u655b\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u57282930-2950\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u7a81\u7834\u65b9\u5411\u53d6\u51b3\u4e8e\u662f\u5426\u80fd\u6709\u6548\u7ad9\u7a332943\uff08\u8fd1\u671f\u9ad8\u70b9\u5f62\u6210\u7684\u963b\u529b\u533a\uff09\u3002\u82e5\u4e0a\u78342943\uff0c\u76ee\u6807\u770b\u54112955-2960\uff1b\u82e5\u4e0b\u78342930\uff0c\u53ef\u80fd\u6d4b\u8bd52920\u652f\u6491\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u51e0\u4e4e\u91cd\u5408\uff08\u5feb\u7ebf2938.87/\u6162\u7ebf2938.91\uff09\uff0c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u7f3a\u5931\u3002RSI 47.99\u5904\u4e8e\u4e2d\u6027\u504f\u5f31\u533a\u57df\uff0cATR 4.87\u548c\u6ce2\u52a8\u738716.58%\u8868\u660e\u5f53\u524d\u4e3a\u9ad8\u6ce2\u52a8\u73af\u5883\u300209:30\u51fa\u73b0\u5f02\u5e38\u6210\u4ea4\u91cf\uff0822474\uff09\u914d\u5408\u4ef7\u683c\u5927\u5e45\u6ce2\u52a8\uff0c\u7b26\u5408\u6d41\u52a8\u6027\u626b\u8361\u7279\u5f81\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u51fa\u73b0\u5206\u5316\uff1aSMC\u68c0\u6d4b\u52302930\u5904\u5b58\u5728\u5f3a\u52bf\u8ba2\u5355\u5757\u652f\u6491\uff0c\u4f46RVGI+CCI\u663e\u793a\u52a8\u91cf\u504f\u5f31\uff08RSI<50\uff09\u3002IFVG\u7b56\u7565\u57282936-2942\u533a\u95f4\u53d1\u73b0\u591a\u4e2aFVG\u7f3a\u53e3\uff0cCRT\u663e\u793aK\u7ebf\u533a\u95f4\u6536\u7a84\u6697\u793a\u65b9\u5411\u6289\u62e9\u3002MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u5927\u5468\u671f\u4ecd\u5904\u4e8e\u9707\u8361\u683c\u5c40\uff0c\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u7834\u5173\u952eOB\u533a\u57df\uff082930/2943\uff09\u540e\u518d\u505a\u65b9\u5411\u5224\u65ad\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 10:33:16
market_state: high_volatility_consolidation
ai_decision: null
raw_analysis:
{"market_state": "high_volatility_consolidation", "support_levels": [2930.02, 2932.0, 2934.99], "resistance_levels": [2941.5, 2942.5, 2945.0], "structure_score": 42, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57282930-2945\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u8fd1\u671f\u4ef7\u683c\u57282930.02-2942.5\u533a\u95f4\u5185\u53cd\u590d\u6d4b\u8bd5\uff0cEMA\u5feb\u6162\u7ebf\u51e0\u4e4e\u91cd\u5408\uff082939.04 vs 2938.99\uff09\u663e\u793a\u7f3a\u4e4f\u660e\u786e\u65b9\u5411\u3002\u57fa\u4e8eSMC\u5206\u6790\uff0c2930.02\u4f4e\u70b9\u5f62\u6210\u5173\u952e\u8ba2\u5355\u5757\u652f\u6491\uff0c\u800c2941.5-2942.5\u533a\u57df\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\u3002\u82e5\u7a81\u78342942.5\u5219\u4e0a\u770b2950-2955\uff0c\u82e5\u8dcc\u78342930\u5219\u53ef\u80fd\u6d4b\u8bd52920\u652f\u6491\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u8fd1\u4e4e\u5e73\u884c\uff08\u5dee\u503c\u4ec50.045\uff09\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u5fae\u5f31\uff1bRSI 48.32\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u65e0\u8d85\u4e70\u8d85\u538b\u4fe1\u53f7\uff1bATR 4.83\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\uff0c\u4f46\u8fd1\u671f\u4ece5.55\u6536\u7f29\u8868\u660e\u6ce2\u52a8\u6536\u655b\uff1bvolatility 0.164%\u786e\u8ba4\u9707\u8361\u7279\u5f81\u3002EMA\u4ea4\u53c9\u4fe1\u53f7\u521a\u8f6c\u6b63\u4f46\u5f3a\u5ea6\u4e0d\u8db3\u3002", "preliminary_signal": "neutral", "signal_confidence": 58, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC\u663e\u793a\u533a\u95f4\u9707\u8361\uff08OB/FVG\u8fb9\u754c\u660e\u786e\uff09\uff0cIFVG/CRT\u652f\u6301\u4e2d\u6027\u89c2\u671b\uff0c\u4f46RVGI+CCI\uff08RSI\u4e2d\u6027\uff09\u548cMTF\u591a\u5468\u671f\u5747\u7f3a\u4e4f\u8d8b\u52bf\u786e\u8ba4\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u5df2\u8c03\u4f18\uff0c\u4f46\u5404\u7b56\u7565\u672a\u5f62\u6210\u9ad8\u7f6e\u4fe1\u5ea6\u5171\u632f\uff0c\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u7834\u5173\u952eOB\u533a\u57df\u540e\u518d\u884c\u52a8\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 10:49:14
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2938.21, 2934.99, 2932.0], "resistance_levels": [2943.0, 2946.5, 2950.0], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u8fd1\u671f\u4ef7\u683c\u57282938-2943\u533a\u95f4\u5f62\u6210\u5e73\u8861\u3002EMA\u5feb\u7ebf(2939.26)\u4e0a\u7a7f\u6162\u7ebf(2939.11)\u663e\u793a\u77ed\u671f\u52a8\u80fd\u8f6c\u5f3a\uff0cRSI(55.63)\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52946-2950\u963b\u529b\u533a\u57df\uff0c\u7a81\u7834\u540e\u53ef\u770b\u54112960\u3002\u5173\u952e\u89c2\u5bdf\u70b9\uff1a\u80fd\u5426\u7ad9\u7a332943\u4e0a\u65b9\u5f62\u6210\u65b0\u7684\u8ba2\u5355\u5757\u3002", "indicator_analysis": "EMA\u91d1\u53c9\u786e\u8ba4\u77ed\u671f\u52a8\u80fd\u8f6c\u5f3a\uff0cRSI\u4e2d\u6027\u504f\u591a\u4f46\u672a\u8d85\u4e70\uff0cATR(4.59)\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u8fd1\u671f\u6210\u4ea4\u91cf\u5728\u7a81\u7834\u65f6\u653e\u5927\uff0810:00\u8721\u70db17968\uff09\uff0c\u7b26\u5408\u667a\u80fd\u8d44\u91d1\u884c\u4e3a\u7279\u5f81\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC/IFVG\uff1a\u4ef7\u683c\u5728\u6298\u4ef7\u533a\u83b7\u5f97\u652f\u6491\uff0c\u8fd1\u671f\u6d41\u52a8\u6027\u626b\u83612934\u540e\u53cd\u5f39\uff1bCRT\uff1aK\u7ebf\u663e\u793a\u4e70\u65b9\u9010\u6b65\u63a7\u5236\u533a\u95f4\uff1bRVGI+CCI\uff1a\u52a8\u91cf\u6e29\u548c\u8f6c\u5f3a\uff1bMTF\uff1a4H\u5468\u671f\u652f\u6491\u5f53\u524d\u53cd\u5f39\u3002\u4e3b\u8981\u98ce\u9669\uff1a15M\u5468\u671f\u4ecd\u9700\u7a81\u78342943\u786e\u8ba4\u7ed3\u6784\u8f6c\u53d8\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 11:06:54
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2938.21, 2934.99, 2928.5], "resistance_levels": [2945.0, 2952.0, 2960.0], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8eSMC\u7b56\u7565\u5206\u6790\uff0c\u5f53\u524dEMA\u91d1\u53c9\u786e\u8ba4\u4e0a\u5347\u52a8\u80fd\uff0cRSI\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4(62.5)\uff0c\u4ef7\u683c\u7a81\u7834\u8fd1\u671f\u9ad8\u70b92943.15\u5f62\u6210MSB\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52950-2960\u963b\u529b\u533a\u57df\uff0c\u5173\u952e\u89c2\u5bdf\u80fd\u5426\u7a81\u78342945.0\u6d41\u52a8\u6027\u626b\u8361\u9ad8\u70b9\u3002\u82e5\u7a81\u7834\u6210\u529f\uff0c\u4e0b\u4e00\u76ee\u6807\u4f4d2975\uff1b\u82e5\u57282945\u53d7\u963b\uff0c\u53ef\u80fd\u56de\u8e292934-2938\u652f\u6491\u533a\u57df\u91cd\u65b0\u84c4\u529b\u3002", "indicator_analysis": "EMA\u5feb\u7ebf(2940.01)\u4e0a\u7a7f\u6162\u7ebf(2939.49)\u786e\u8ba4\u591a\u5934\u6392\u5217\uff0cRSI 62.5\u663e\u793a\u5065\u5eb7\u4e70\u76d8\u52a8\u80fd\uff0cATR 4.69\u8868\u660e\u6ce2\u52a8\u7387\u9002\u4e2d\u3002\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u70b9\u9010\u6b65\u4e0a\u79fb\u7684\u725b\u5e02\u7ed3\u6784\uff0c\u6210\u4ea4\u91cf\u5728\u7a81\u7834\u65f6\u914d\u5408\u826f\u597d\u3002", "preliminary_signal": "buy", "signal_confidence": 68, "consistency_analysis": "SMC/IFVG/CRT\u7b56\u7565\u9ad8\u5ea6\u4e00\u81f4\uff1a\u8ba2\u5355\u5757\u652f\u6491\u6709\u6548+\u6d41\u52a8\u6027\u626b\u8361\u7a81\u7834+MSB\u786e\u8ba4\u3002RVGI+CCI\u52a8\u91cf\u914d\u5408\u4f46\u672a\u8d85\u4e70\uff0cMFH\u591a\u5468\u671f\u663e\u793a4H/1D\u5468\u671f\u652f\u6491\u5f53\u524d\u4e0a\u6da8\u3002\u4e3b\u8981\u98ce\u9669\u5728\u4e8eMTF\u65e5\u7ebf\u7ea7\u522b\u4ecd\u5904\u9707\u8361\u533a\u95f4\u4e0a\u6cbf\uff0c\u9700\u89c2\u5bdf\u80fd\u5426\u6709\u6548\u7a81\u78342950\u5173\u952e\u4f4d\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 11:23:37
market_state: 上升趋势
ai_decision: null
raw_analysis:
{"market_state": "\u4e0a\u5347\u8d8b\u52bf", "support_levels": [2938.21, 2939.44, 2940.16], "resistance_levels": [2945.0, 2945.5], "structure_score": 72, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u8fd1\u671f\u4ef7\u683c\u57282938-2940\u533a\u57df\u5f62\u6210\u6709\u6548\u652f\u6491\uff08\u8ba2\u5355\u5757\uff09\uff0c11:00K\u7ebf\u7a81\u78342945\u540e\u51fa\u73b0\u5c0f\u5e45\u56de\u8c03\u4f46\u4fdd\u6301\u5728EMA\u5feb\u6162\u7ebf\u4e0a\u65b9\u3002RSI\u4ece48.7\u4e0a\u5347\u81f358.1\u663e\u793a\u52a8\u80fd\u589e\u5f3a\uff0cATR\u4e0b\u964d\u81f34.47\u8868\u660e\u6ce2\u52a8\u7387\u6536\u655b\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52950-2955\u963b\u529b\u533a\uff0c\u5173\u952e\u89c2\u5bdf2940\u652f\u6491\u6709\u6548\u6027\u3002\u82e5\u7a81\u78342945.5\u6d41\u52a8\u6027\u9ad8\u70b9\uff0c\u53ef\u80fd\u89e6\u53d1\u7a7a\u5934\u6b62\u635f\u54112960\u8fd0\u884c\u3002", "indicator_analysis": "EMA\u5feb\u7ebf(2940.63)\u4e0a\u7a7f\u6162\u7ebf(2939.83)\u5f62\u6210\u91d1\u53c9\uff0cRSI(58.1)\u5904\u4e8e\u5065\u5eb7\u591a\u5934\u533a\u95f4\uff0cATR\u4ece5.24\u6536\u7f29\u81f34.47\u663e\u793a\u6ce2\u52a8\u7387\u6b63\u5e38\u5316\u3002\u5f53\u524d\u4ef7\u683c(2942.45)\u9ad8\u4e8e\u53ccEMA\uff0c\u4f46\u6700\u540e\u4e00\u6839K\u7ebf\u6536\u9634\u663e\u793a\u77ed\u671f\u963b\u529b\u3002MFH\u591a\u5468\u671f\u663e\u793a4H\u5468\u671f\u4ecd\u5904\u4e8e\u4e0a\u5347\u7ed3\u6784\u3002", "preliminary_signal": "buy", "signal_confidence": 68, "consistency_analysis": "SMC/IFVG/CRT\u7b56\u7565\u4e00\u81f4\u6027\u8f83\u9ad8\uff1a\u2460\u8ba2\u5355\u57572938-2940\u4e0eFVG\u533a\u57df\u91cd\u5408 \u2461\u6d41\u52a8\u6027\u626b\u83612945.5\u540e\u51fa\u73b0MSB\u4fe1\u53f7 \u2462RVGI+CCI(58.1)\u786e\u8ba4\u52a8\u91cf \u2463MTF\u663e\u793a1H/4H\u5468\u671f\u5bf9\u9f50\u3002\u4e3b\u8981\u98ce\u9669\uff1a15\u5206\u949f\u7ea7\u522b\u51fa\u73b0\u9876\u80cc\u79bb\u8ff9\u8c61\uff0c\u9700\u89c2\u5bdf2940\u652f\u6491\u5f3a\u5ea6\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 11:40:08
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2938.88, 2939.44], "resistance_levels": [2943.6, 2945.0], "structure_score": 42, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u5c06\u57282938-2945\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u6280\u672f\u5206\u6790\u663e\u793a\uff1a1\uff09EMA\u5feb\u6162\u7ebf\u51e0\u4e4e\u91cd\u5408\uff082940.60 vs 2939.88\uff09\uff0c\u8868\u660e\u7f3a\u4e4f\u660e\u786e\u8d8b\u52bf\u52a8\u80fd\uff1b2\uff09RSI\u4ece64.9\u56de\u843d\u81f349.6\uff0c\u52a8\u91cf\u51cf\u5f31\uff1b3\uff09\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u4f4e\u70b9\u6536\u655b\u5f62\u6001\uff082945.5-2938.88\uff09\uff0c\u7ed3\u5408\u6210\u4ea4\u91cf\u4e0b\u964d\uff08\u6700\u65b05305 vs \u524d\u9ad812968\uff09\uff0c\u53cd\u6620\u5e02\u573a\u72b9\u8c6b\u60c5\u7eea\u3002\u5173\u952e\u89c2\u5bdf\u70b9\uff1a\u82e5\u8dcc\u78342938.88\uff08\u8fd1\u671f\u5f3a\u652f\u6491\uff09\u53ef\u80fd\u4e0b\u63a22935-2932\u533a\u57df\uff1b\u82e5\u7a81\u78342945.5\u4e14\u4f34\u968f\u653e\u91cf\uff0c\u5219\u53ef\u80fd\u6d4b\u8bd52950-2952\u963b\u529b\u533a\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u72b6\u6001\u4e3a1\u4f46\u5dee\u503c\u4ec50.72\uff0c\u4f2a\u91d1\u53c9\u98ce\u9669\u8f83\u9ad8\uff1bRSI 49.6\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u65e0\u8d85\u4e70\u8d85\u5356\u538b\u529b\uff1bATR 4.41\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\uff08\u8f83\u524d\u503c5.09\u4e0b\u964d13%\uff09\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\uff1b\u5f53\u524d\u4ef7\u683c2940.16\u4ecb\u4e8eEMA\u53cc\u7ebf\u4e4b\u95f4\uff0c\u786e\u8ba4\u533a\u95f4\u5e73\u8861\u72b6\u6001\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1aSMC/IFVG\u68c0\u6d4b\u52302943-2945\u533a\u57df\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\uff0c\u4e0eCRT\u7684K\u7ebf\u533a\u95f4\u64cd\u7eb5\u4fe1\u53f7\u4e00\u81f4\uff1b\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u8d8b\u52bf\u5f3a\u5ea6\u4e0d\u8db3\uff08RSI\u56de\u843d\uff09\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u548cMTF\u6846\u67b6\u5747\u6307\u5411\u9707\u8361\u5ef6\u7eed\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecf\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u5e02\u573a\u73af\u5883\u7f3a\u4e4f\u660e\u786e\u9a71\u52a8\u56e0\u5b50\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 11:57:07
market_state: 震荡偏强
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f3a", "support_levels": [2938.17, 2939.04, 2940.12], "resistance_levels": [2943.79, 2945.0, 2945.5], "structure_score": 68, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u4ef7\u683c\u57282938-2945\u533a\u95f4\u5f62\u6210\u9707\u8361\u6574\u7406\u3002\u8fd1\u671f\u51fa\u73b0\u6d41\u52a8\u6027\u626b\u8361\u81f32938.17\u540e\u5feb\u901f\u53cd\u5f39\uff0c\u663e\u793a\u4e0b\u65b9\u5b58\u5728\u8ba2\u5355\u5757\u652f\u6491\u3002EMA\u5feb\u6162\u7ebf\u91d1\u53c9\u4e14\u4ef7\u683c\u7ad9\u7a332940\u4e0a\u65b9\uff0cRSI\u4e2d\u6027\u504f\u5f3a(54.87)\uff0c\u9884\u8ba11-3\u5929\u5185\u5c06\u6d4b\u8bd52945\u963b\u529b\u4f4d\u3002\u82e5\u7a81\u78342945.5\u5e76\u4f34\u968f\u653e\u91cf\uff0c\u53ef\u80fd\u5f00\u542f\u54112950-2955\u7684\u4e0a\u6da8\u884c\u60c5\uff1b\u82e5\u8dcc\u78342938\u5173\u952e\u652f\u6491\uff0c\u5219\u53ef\u80fd\u56de\u843d\u81f32930\u533a\u57df\u3002", "indicator_analysis": "EMA\u5feb\u7ebf(2940.99)\u4e0a\u7a7f\u6162\u7ebf(2940.12)\u5f62\u6210\u91d1\u53c9\uff0c\u4f46\u95f4\u8ddd\u8f83\u5c0f\u663e\u793a\u52a8\u80fd\u6709\u9650\u3002RSI 54.87\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u65e0\u8d85\u4e70\u8d85\u5356\u538b\u529b\u3002ATR\u503c4.65\u8868\u660e\u65e5\u5185\u6ce2\u52a8\u7387\u9002\u4e2d\uff0c\u8fd1\u671fK\u7ebf\u5448\u73b0\u9ad8\u4f4e\u70b9\u4ea4\u66ff\u7684\u9707\u8361\u7279\u5f81\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u9700\u7ed3\u5408\u7a81\u7834\u786e\u8ba4\u8d8b\u52bf\u5f3a\u5ea6\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "SMC\u4e0eIFVG\u7b56\u7565\u4e00\u81f4\u663e\u793a2938\u9644\u8fd1\u5b58\u5728\u5f3a\u52bf\u8ba2\u5355\u5757\u652f\u6491\uff1bMTF\u591a\u5468\u671f\u5206\u6790\u663e\u793a4\u5c0f\u65f6\u56fe\u7ef4\u6301\u4e0a\u5347\u7ed3\u6784\uff1bCRT\u7406\u8bba\u6307\u51fa\u6700\u8fd1\u4e00\u6839\u9633\u7ebf\u541e\u566c\u524d\u9634\u7ebf\u5b9e\u4f53\uff0c\u5448\u73b0\u591a\u5934\u4fe1\u53f7\u3002\u4f46MFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a1\u5c0f\u65f6\u7ea7\u522b\u5b58\u5728\u5206\u6b67\uff0cRVGI\u52a8\u91cf\u5c1a\u672a\u5b8c\u5168\u786e\u8ba4\u7a81\u7834\u3002\u6574\u4f53\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f3a\uff0c\u5efa\u8bae\u8f7b\u4ed3\u8bd5\u591a\u5e76\u8bbe\u7f6e2938\u4e0b\u65b9\u6b62\u635f\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 12:14:10
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2938.17, 2938.76], "resistance_levels": [2945.0, 2945.5], "structure_score": 42, "short_term_prediction": "ETH/USDT\u5728\u672a\u67651-3\u5929\u5185\u9884\u8ba1\u5c06\u57282938-2945\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c\u5728EMA\u5feb\u6162\u7ebf\u9644\u8fd1\u5f98\u5f8a\uff082940.80 vs 2940.09\uff09\uff0cRSI\u4e2d\u6027\uff0850.23\uff09\uff0c\u663e\u793a\u591a\u7a7a\u529b\u91cf\u5e73\u8861\u3002\u57fa\u4e8eSMC\u5206\u6790\uff0c\u8fd1\u671f\u57282938.17\u548c2938.76\u5f62\u6210\u8ba2\u5355\u5757\u652f\u6491\uff0c\u800c2945.0\u548c2945.5\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\u3002\u82e5\u8dcc\u78342938\u652f\u6491\uff0c\u53ef\u80fd\u4e0b\u63a22930\uff1b\u82e5\u7a81\u78342945.5\u963b\u529b\uff0c\u5219\u53ef\u80fd\u6d4b\u8bd52950\u3002ATR\uff084.72\uff09\u548c\u6ce2\u52a8\u7387\uff080.16%\uff09\u8868\u660e\u5e02\u573a\u5904\u4e8e\u4e2d\u7b49\u6ce2\u52a8\u73af\u5883\uff0c\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\u3002", "indicator_analysis": "EMA\u5feb\u6162\u7ebf\u51e0\u4e4e\u91cd\u5408\uff08\u5dee\u503c\u4ec50.71\uff09\uff0c\u4e14\u6301\u7eed\u91d1\u53c9\u4f46\u659c\u7387\u5e73\u7f13\uff0c\u6697\u793a\u8d8b\u52bf\u52a8\u80fd\u5fae\u5f31\u3002RSI\u56f4\u7ed550\u4e2d\u6027\u7ebf\u6ce2\u52a8\uff0c\u65e0\u8d85\u4e70\u8d85\u5356\u4fe1\u53f7\u3002ATR\u503c\u4e3a4.72\uff0c\u8f83\u524d\u5468\u671f\u7565\u6709\u4e0a\u5347\uff0c\u4f46\u6ce2\u52a8\u7387\u4ec50.16%\uff0c\u5c5e\u4e8e\u5178\u578b\u9707\u8361\u7279\u5f81\u3002\u8fd1\u671fK\u7ebf\u5448\u73b0\u9634\u9633\u4ea4\u66ff\uff0cCRT\u7406\u8bba\u663e\u793a\u533a\u95f4\u64cd\u7eb5\u884c\u4e3a\u660e\u663e\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u5404\u7b56\u7565\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\uff1aSMC\u8bc6\u522b\u51fa\u6e05\u6670\u7684\u9707\u8361\u533a\u95f4OB/FVG\uff0c\u4e0eMTF\u591a\u5468\u671f\u5206\u6790\u76f8\u7b26\uff1bIFVG\u548cCRT\u5747\u652f\u6301\u533a\u95f4\u4ea4\u6613\u903b\u8f91\uff1b\u4f46RVGI+CCI\u52a8\u91cf\u6307\u6807\u663e\u793a\u8d8b\u52bf\u5f3a\u5ea6\u5f31\u5316\uff08RSI\u4e2d\u6027\uff09\uff0c\u4e0eMFH\u591a\u5468\u671f\u9884\u6d4b\u7684\u9707\u8361\u7ed3\u8bba\u4e00\u81f4\u3002\u4f18\u5316\u5668\u53c2\u6570\u9002\u914d\u5f53\u524d\u73af\u5883\uff0c\u4f46\u7f3a\u4e4f\u7a81\u7834\u6027\u4fe1\u53f7\u3002\u4e3b\u8981\u77db\u76fe\u5728\u4e8eEMA\u91d1\u53c9\u4f46\u4ef7\u683c\u672a\u80fd\u8fdc\u79bb\u5747\u7ebf\uff0c\u5efa\u8bae\u7b49\u5f85\u7ed3\u6784\u7a81\u7834\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 12:30:37
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2938.48, 2938.17, 2938.86], "resistance_levels": [2943.79, 2943.6, 2943.14], "structure_score": 42, "short_term_prediction": "ETH/USDT\u57281-3\u5929\u5185\u9884\u8ba1\u7ef4\u63012938-2944\u533a\u95f4\u9707\u8361\u3002\u5f53\u524dEMA\u5feb\u6162\u7ebf\u63a5\u8fd1\u5e73\u884c\uff082941.02 vs 2940.31\uff09\uff0cRSI\u4e2d\u6027\uff0851.19\uff09\u4e14\u8fd1\u671f\u572849-55\u533a\u95f4\u6ce2\u52a8\uff0c\u663e\u793a\u7f3a\u4e4f\u65b9\u5411\u6027\u52a8\u80fd\u3002\u57fa\u4e8eSMC\u5206\u6790\uff1a1\uff09\u8ba2\u5355\u5757\u5bc6\u96c6\u533a\u57282938-2943\uff08\u8fd1\u671f\u9ad8\u4f4e\u70b9\u53cd\u590d\u6d4b\u8bd5\uff09\uff1b2\uff09\u672a\u51fa\u73b0\u660e\u663e\u7684\u6d41\u52a8\u6027\u626b\u8361\u6216MSB\uff1b3\uff09ATR\u964d\u81f33.95\uff08\u8f83\u524d\u5468\u671f\u4e0b\u964d16%\uff09\u53cd\u6620\u6ce2\u52a8\u6536\u7f29\u3002\u82e5\u7a81\u78342943.79\uff08\u8fd1\u671f\u9ad8\u70b9\u963b\u529b\uff09\u53ef\u80fd\u6d4b\u8bd52950\uff1b\u82e5\u8dcc\u78342938.17\uff08\u5173\u952e\u652f\u6491\uff09\u53ef\u80fd\u4e0b\u63a22935\u3002MFH\u591a\u5468\u671f\u663e\u793a4H\u4e0e1D\u5468\u671f\u5747\u5904\u4e8e\u5e73\u8861\u533a\u95f4\uff0c\u9700\u7b49\u5f85\u7ed3\u6784\u7a81\u7834\u786e\u8ba4\u8d8b\u52bf\u3002", "indicator_analysis": "EMA\u4ea4\u53c9\u72b6\u6001\u4e3a1\uff08\u5feb\u7ebf\u7565\u9ad8\u4e8e\u6162\u7ebf\uff09\u4f46\u5dee\u503c\u4ec50.72\uff0c\u5c5e\u4e8e\u5f31\u770b\u6da8\u4fe1\u53f7\uff1bRSI 51.19\u5904\u4e8e\u4e2d\u6027\u533a\u57df\uff0c\u65e0\u8d85\u4e70\u8d85\u538b\uff1bATR\u4ece4.72\u6536\u7f29\u81f33.95\uff0c\u6ce2\u52a8\u7387\u4e0b\u964d15.7%\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\uff1b\u6210\u4ea4\u91cf\u6700\u65b0\u5468\u671f\u4ec539.2\uff08\u5f02\u5e38\u4f4e\uff09\u8868\u660e\u5e02\u573a\u89c2\u671b\u60c5\u7eea\u6d53\u91cd\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u672a\u63d0\u4f9b\u4f46\u7ed3\u5408\u4ef7\u683c\u884c\u4e3a\u5224\u65ad\u52a8\u80fd\u4e0d\u8db3\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u5b58\u5728\u5206\u5316\uff1a1\uff09SMC/IFVG\u663e\u793a\u533a\u95f4\u9707\u8361\uff08OB\u5bc6\u96c6+FVG\u7f3a\u5931\uff09\uff0c\u4e0eCRT\u7684K\u7ebf\u7a84\u5e45\u6ce2\u52a8\u4e00\u81f4\uff1b2\uff09RVGI+CCI\u672a\u63d0\u4f9b\u6570\u636e\u4f46\u57fa\u4e8eRSI\u548c\u4ef7\u683c\u53d8\u5316\u63a8\u65ad\u52a8\u91cf\u4e2d\u6027\uff1b3\uff09MTF\u591a\u5468\u671f\u5206\u6790\u4e2d\uff0c1H\u4e0e4H\u5468\u671f\u5747\u5448\u9707\u8361\uff0c\u4f4615M\u5468\u671f\u8f7b\u5fae\u504f\u591a\uff08EMA\u91d1\u53c9\uff09\uff1b4\uff09\u4f18\u5316\u5668\u53c2\u6570\u9002\u914d\u5f53\u524d\u4f4e\u6ce2\u73af\u5883\u3002\u6574\u4f53\u4e00\u81f4\u6027\u8bc4\u5206\u4e2d\u7b49\uff0865/100\uff09\uff0c\u4e3b\u8981\u77db\u76fe\u5728\u4e8e\u77ed\u5468\u671f\u5fae\u5f31\u591a\u5934\u4e0e\u9ad8\u5468\u671f\u65e0\u8d8b\u52bf\u7684\u51b2\u7a81\uff0c\u5efa\u8bae\u7b49\u5f85\u7a81\u7834\u786e\u8ba4\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 12:47:17
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2935.72, 2928.5], "resistance_levels": [2943.79, 2950.2], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c12:30\u8721\u70db\u5f62\u6210\u660e\u663e\u7684\u6d41\u52a8\u6027\u626b\u8361\u81f32935.72\u540e\u51fa\u73b0\u53cd\u5f39\uff0c\u8be5\u4f4d\u7f6e\u6784\u6210\u77ed\u671f\u8ba2\u5355\u5757\u652f\u6491\u3002EMA\u53cc\u7ebf\u8fd1\u4e4e\u91cd\u5408\uff082940.26 vs 2939.97\uff09\u663e\u793a\u52a8\u80fd\u532e\u4e4f\uff0cRSI\u572846.7\u4e2d\u6027\u504f\u5f31\u533a\u57df\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u57282935-2945\u533a\u95f4\u9707\u8361\u6574\u7406\uff0c\u82e5\u8dcc\u78342935.72\u5c06\u4e0b\u63a22928\u6298\u4ef7\u533a\uff0c\u7a81\u78342943.79\u5219\u6d4b\u8bd52950\u6ea2\u4ef7\u533a\u3002MFH\u591a\u5468\u671f\u663e\u793a4\u5c0f\u65f6\u4ecd\u5904\u4e8e\u4e0b\u964d\u7ed3\u6784\uff0c\u5236\u7ea615\u5206\u949f\u53cd\u5f39\u7a7a\u95f4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5dee\u503c\u4ec50.28\u70b9\u53cd\u6620\u8d8b\u52bf\u52a8\u80fd\u8870\u7aed\uff1bRSI 46.7\u504f\u79bb50\u4e2d\u7ebf\u663e\u793a\u8f7b\u5fae\u7a7a\u5934\u4f18\u52bf\u4f46\u672a\u8d85\u5356\uff1bATR\u503c4.42\u8f83\u524d\u5468\u671f\u4e0b\u964d15%\u8868\u660e\u6ce2\u52a8\u6536\u7f29\uff1bRVGI+CCI\u590d\u5408\u52a8\u91cf\u6307\u6807\u663e\u793a\u77ed\u671f\u52a8\u91cf\u8f6c\u4e3a\u8d1f\u503c\u4f46\u672a\u5f62\u6210\u80cc\u79bb\u3002\u5173\u952e\u89c2\u5bdf\u70b9\uff1a\u4ef7\u683c\u6301\u7eed\u5728EMA\u533a\u95f4\u5185\u9707\u8361\u4e14\u6210\u4ea4\u91cf\u840e\u7f29\uff08\u6700\u65b01491\u624b\uff09\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u51fa\u73b0\u5206\u5316\uff1aSMC/IFVG\u8bc6\u522b\u51fa2935.72\u8ba2\u5355\u5757\u652f\u6491\u4e0e2943.79\u6d41\u52a8\u6027\u7f3a\u53e3\u5f62\u6210\u9707\u8361\u6846\u67b6\uff1b\u4f46MTF\u591a\u5468\u671f\u663e\u793a\u5927\u5468\u671f\u8d8b\u52bf\u5411\u4e0b\uff0c\u4e0eCRT\u7684K\u7ebf\u533a\u95f4\u64cd\u7eb5\u4fe1\u53f7\u77db\u76fe\uff1bRVGI+CCI\u52a8\u91cf\u8f6c\u5f31\u4e0e\u4f18\u5316\u5668\u53c2\u6570\u504f\u5411\u9707\u8361\u7b56\u7565\u4e00\u81f4\u3002\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u78342935-2943\u533a\u95f4\u540e\u518d\u505a\u65b9\u5411\u6289\u62e9\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 13:05:02
market_state: 震荡偏弱
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361\u504f\u5f31", "support_levels": [2935.72, 2936.41], "resistance_levels": [2943.79, 2941.72], "structure_score": 42, "short_term_prediction": "\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u57282935-2945\u533a\u95f4\u9707\u8361\u6574\u7406\u3002\u5f53\u524d\u4ef7\u683c\u5728EMA\u53cc\u7ebf\u9644\u8fd1\u5f98\u5f8a\uff0cRSI\u4ece\u8d85\u5356\u533a\u57df\u53cd\u5f39\u81f358.6\u663e\u793a\u77ed\u671f\u52a8\u80fd\u4fee\u590d\uff0c\u4f46\u672a\u80fd\u7a81\u7834\u524d\u9ad82943.79\u8868\u660e\u4e0a\u884c\u4e4f\u529b\u3002\u57fa\u4e8eSMC\u5206\u6790\uff0c2935.72\uff08\u8fd1\u671f\u4f4e\u70b9\uff09\u5f62\u6210\u5173\u952e\u8ba2\u5355\u5757\u652f\u6491\uff0c\u82e5\u8dcc\u7834\u5c06\u6d4b\u8bd52928-2930\u6298\u4ef7\u533a\uff1b\u4e0a\u65b92943-2945\u533a\u57df\u5b58\u5728\u6d41\u52a8\u6027\u7f3a\u53e3\u963b\u529b\u3002MFH\u591a\u5468\u671f\u663e\u793a4H\u7ea7\u522b\u4ecd\u5904\u4e8e\u533a\u95f4\u9707\u8361\uff0c15\u5206\u949f\u7ea7\u522b\u7684\u53cd\u5f39\u9700\u8981\u5927\u5468\u671f\u786e\u8ba4\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\uff082939.90/2939.82\uff09\u8fd1\u4e4e\u91cd\u5408\u4e14\u4ef7\u683c\u5728\u5176\u4e0b\u65b9\uff0c\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u4e0d\u8db3\u3002RSI 58.6\u8131\u79bb\u8d85\u5356\u4f46\u672a\u8fdb\u5165\u5f3a\u52bf\u533a\uff0cATR 4.31\u663e\u793a\u6ce2\u52a8\u7387\u6536\u7f29\uff0c\u7b26\u5408\u9707\u8361\u7279\u5f81\u3002CRT\u7406\u8bba\u663e\u793a\u6700\u8fd1K\u7ebf\u5b9e\u4f53\u6536\u7a84\uff082937.5-2938.8\uff09\uff0c\u914d\u5408\u6210\u4ea4\u91cf\u840e\u7f29\uff08\u6700\u65b01129\uff09\u53cd\u6620\u5e02\u573a\u89c2\u671b\u60c5\u7eea\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u9700\u5173\u6ce8\u80fd\u5426\u7a81\u7834\u4e2d\u6027\u533a\u57df\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u95f4\u5b58\u5728\u5206\u5316\uff1aSMC/IFVG\u8bc6\u522b\u51fa2935.72\u652f\u6491\u6709\u6548\u4f46\u4e0a\u65b9\u7a7a\u95f4\u53d7\u9650\uff1bMTF\u591a\u5468\u671f\u663e\u793a\u5927\u5468\u671f\uff081H/4H\uff09\u4ecd\u4e3a\u9707\u8361\u683c\u5c40\uff0c\u5236\u7ea615\u5206\u949f\u7ea7\u522b\u7684\u77ed\u671f\u53cd\u5f39\uff1bRVGI+CCI\u52a8\u91cf\u504f\u4e2d\u6027\uff0c\u4e0eEMA\u4ea4\u53c9\u4fe1\u53f7\uff08\u503c\u4e3a1\u4f46\u659c\u7387\u5e73\u7f13\uff09\u5f62\u6210\u77db\u76fe\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u5df2\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u5e02\u573a\u566a\u97f3\u8f83\u5927\uff0c\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u7a81\u78342945\u6216\u4e0b\u78342935\u4ee5\u786e\u8ba4\u65b9\u5411\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 13:21:52
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2935.72, 2936.41, 2937.0], "resistance_levels": [2941.72, 2943.47, 2945.0], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5e02\u573a\u57282935-2945\u533a\u95f4\u5f62\u6210\u9707\u8361\u7ed3\u6784\u3002\u8fd1\u671f\u4ef7\u683c\u5728EMA\u5feb\u6162\u7ebf\u9644\u8fd1\u5f98\u5f8a\uff08\u5dee\u503c\u4ec50.057\uff09\uff0c\u663e\u793a\u65b9\u5411\u6027\u7f3a\u5931\u300212:30\u8721\u70db\u51fa\u73b0\u6d41\u52a8\u6027\u626b\u8361\u81f32935.72\u540e\u5feb\u901f\u53cd\u5f39\uff0c\u5f62\u6210\u6f5c\u5728\u8ba2\u5355\u5757\u652f\u6491\u3002\u7ed3\u5408MTF\u5206\u6790\uff0c4\u5c0f\u65f6\u5468\u671f\u4ecd\u5904\u4e8e\u76d8\u6574\u9636\u6bb5\uff0c\u9884\u8ba1\u672a\u67651-3\u5929\u5c06\u6d4b\u8bd52943.47\u963b\u529b\u4f4d\uff0c\u82e5\u7a81\u7834\u53ef\u80fd\u54112950-2955\u533a\u57df\u8fd0\u884c\uff1b\u82e5\u8dcc\u78342935\u652f\u6491\u5219\u770b\u54112928-2925\u6298\u4ef7\u533a\u3002RVGI+CCI\u663e\u793a\u52a8\u91cf\u4e2d\u6027\uff08RSI 56\uff09\uff0c\u7a81\u7834\u9700\u6210\u4ea4\u91cf\u914d\u5408\u3002", "indicator_analysis": "EMA\u5feb\u6162\u7ebf\u51e0\u4e4e\u91cd\u5408\uff082939.86 vs 2939.80\uff09\uff0c\u8868\u660e\u77ed\u671f\u8d8b\u52bf\u7f3a\u5931\uff1bRSI 56\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u65e0\u8d85\u4e70\u8d85\u5356\u538b\u529b\uff1bATR 4.31\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\uff0c\u4f46\u8fd1\u671f\u8721\u70db\u5f71\u7ebf\u8f83\u957f\uff08\u598212:30\u8721\u70db8\u70b9\u8303\u56f4\uff09\u53cd\u6620\u591a\u7a7a\u4e89\u593a\u6fc0\u70c8\u3002CRT\u7406\u8bba\u663e\u793a\u6700\u8fd1\u4e24\u6839\u8721\u70db\u5b9e\u4f53\u7f29\u5c0f\uff0c\u6697\u793a\u6ce2\u52a8\u6536\u655b\u53ef\u80fd\u5373\u5c06\u7a81\u7834\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u4fe1\u53f7\u51fa\u73b0\u5206\u5316\uff1aSMC\u8bc6\u522b\u51fa2935.72\u6d41\u52a8\u6027\u626b\u8361\u5f62\u6210\u7684\u770b\u6da8\u8ba2\u5355\u5757\uff0c\u4f46IFVG\u57282941-2943\u533a\u57df\u5b58\u5728\u53cd\u5411\u7f3a\u53e3\u538b\u5236\u3002RVGI+CCI\u52a8\u91cf\u6307\u6807\u4e2d\u6027\uff0cMFH\u591a\u5468\u671f\u9884\u6d4b\u663e\u793a\u5927\u5468\u671f\uff081H/4H\uff09\u4ecd\u5904\u4e8e\u76d8\u6574\u3002MTF\u4e00\u81f4\u6027\u8bc4\u5206\u8f83\u4f4e\uff0840/100\uff09\uff0c\u56e015\u5206\u949f\u4e0e1\u5c0f\u65f6\u5468\u671f\u65b9\u5411\u4e0d\u5171\u632f\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecfAuto-AO\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u5e02\u573a\u6761\u4ef6\u66f4\u9002\u5408\u533a\u95f4\u4ea4\u6613\u800c\u975e\u8d8b\u52bf\u8ddf\u8e2a\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 13:38:04
market_state: 震荡
ai_decision: null
raw_analysis:
{"market_state": "\u9707\u8361", "support_levels": [2935.72, 2936.41], "resistance_levels": [2943.47, 2943.77], "structure_score": 42, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u4ef7\u683c\u57282935-2944\u533a\u95f4\u5185\u9707\u8361\u6574\u7406\u3002EMA\u53cc\u7ebf\u51e0\u4e4e\u91cd\u5408\uff082940.26 vs 2940.00\uff09\uff0cRSI\u4e2d\u6027\uff0852.55\uff09\u663e\u793a\u591a\u7a7a\u5e73\u8861\u3002\u8fd1\u671f\u51fa\u73b02943.77\u6d41\u52a8\u6027\u626b\u8361\u4f46\u672a\u5f62\u6210\u6709\u6548\u7a81\u7834\uff0c\u4e0b\u65b92935.72\u8ba2\u5355\u5757\u63d0\u4f9b\u652f\u6491\u3002\u9884\u8ba11-3\u5929\u5185\u5c06\u7ee7\u7eed\u6d4b\u8bd5\u533a\u95f4\u8fb9\u754c\uff0c\u82e5\u7a81\u78342943.77\u5219\u4e0a\u770b2950-2955\u6298\u4ef7\u533a\uff0c\u82e5\u8dcc\u78342935.72\u5219\u4e0b\u63a22928-2925\u6ea2\u4ef7\u533a\u3002MFH\u591a\u5468\u671f\u663e\u793a4H\u5468\u671f\u4ecd\u5904\u4e8e\u76d8\u6574\u7ed3\u6784\uff0c\u5236\u7ea615M\u5468\u671f\u7684\u7a81\u7834\u529b\u5ea6\u3002", "indicator_analysis": "EMA\u53cc\u7ebf\u5dee\u503c\u4ec50.25\u70b9\u8868\u660e\u8d8b\u52bf\u52a8\u80fd\u532e\u4e4f\uff1bRSI\u4ece45.34\u53cd\u5f39\u81f352.55\u4f46\u672a\u8d85\u4e70\u8d85\u5356\uff1bATR\u4ece4.95\u6536\u7f29\u81f34.57\u663e\u793a\u6ce2\u52a8\u7387\u964d\u4f4e\uff1bCRT\u7406\u8bba\u663e\u793a\u6700\u8fd1\u4e09\u6839K\u7ebf\u5b9e\u4f53\u6536\u7a84\uff08\u4ef7\u683c\u53d8\u5316\u22640.07%\uff09\uff0c\u7b26\u5408\u533a\u95f4\u64cd\u7eb5\u7279\u5f81\uff1bRVGI+CCI\u52a8\u91cf\u6307\u6807\u672a\u51fa\u73b0\u80cc\u79bb\u4f46\u5f3a\u5ea6\u504f\u5f31\u3002", "preliminary_signal": "neutral", "signal_confidence": 65, "consistency_analysis": "\u7b56\u7565\u95f4\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC/IFVG\u5747\u6307\u5411\u533a\u95f4\u9707\u8361\uff0cMTF\u591a\u5468\u671f\u786e\u8ba4\u65e0\u65b9\u5411\u6027\u77db\u76fe\uff0c\u4f46RVGI+CCI\u52a8\u91cf\u4fe1\u53f7\u4e0eCRT\u533a\u95f4\u4fe1\u53f7\u5b58\u5728\u5206\u6b67\uff08\u52a8\u91cf\u5fae\u5e45\u504f\u591avs\u533a\u95f4\u538b\u5236\uff09\u3002\u4f18\u5316\u5668\u53c2\u6570\u867d\u7ecfAuto-AO\u8c03\u6574\uff0c\u4f46\u5f53\u524d\u5e02\u573a\u6761\u4ef6\u5bfc\u81f4\u7b56\u7565\u7075\u654f\u5ea6\u4e0b\u964d\uff0c\u5efa\u8bae\u7b49\u5f85MSB\uff08\u5e02\u573a\u7ed3\u6784\u7834\u574f\uff09\u786e\u8ba4\u4fe1\u53f7\u3002"}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 15:01:07
market_state: 震荡
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-28 15:16:23
market_state: trending_bullish
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-28 15:20:04
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-28 16:04:53
market_state: trending
ai_decision: null
raw_analysis:
{"market_state": "trending", "support_levels": [2943.86, 2935.72, 2930.02], "resistance_levels": [2952.24, 2959.99, 2960.0], "structure_score": 65, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c\u57282943.86-2952.24\u7684\u770b\u6da8\u8ba2\u5355\u5757\u9644\u8fd1\u6d4b\u8bd5\u652f\u6491\u3002EMA\u91d1\u53c9\uff08\u5feb\u7ebf2946.59 > \u6162\u7ebf2944.03\uff09\u548cRSI 62.6\u663e\u793a\u4e2d\u6027\u504f\u591a\u52a8\u80fd\u3002ADX 32.7\u786e\u8ba4\u8d8b\u52bf\u5f3a\u5ea6\u4e2d\u7b49\u3002\u82e5\u5b88\u4f4f2943.86\u652f\u6491\uff0c\u77ed\u671f\uff081-3\u5929\uff09\u53ef\u80fd\u4e0a\u63a22960\u963b\u529b\uff1b\u82e5\u8dcc\u78342935.72\uff0c\u5219\u8f6c\u54112930-2928\u533a\u95f4\u9707\u8361\u3002\u5173\u952e\u9a71\u52a8\u56e0\u5b50\u4e3a\u8ba2\u5355\u5757\u53cd\u5e94\u548c\u6d41\u52a8\u6027\u626b\u8361\u884c\u4e3a\u3002", "indicator_analysis": "EMA\u91d1\u53c9\u4f46\u659c\u7387\u5e73\u7f13\uff0cRSI\u4e2d\u6027\u533a\u95f4\u65e0\u8d85\u4e70/\u5356\u538b\u529b\uff0cATR 6.34\u663e\u793a\u6ce2\u52a8\u7387\u9002\u4e2d\u3002SMC\u8ba2\u5355\u5757\u63d0\u4f9b\u5173\u952e\u652f\u6491\uff0c\u6ea2\u4ef7\u533a\uff082947.04-2930.02\uff09\u5185\u4ef7\u683c\u9700\u7a81\u7834\u5747\u8861\u70b92938.53\u4ee5\u786e\u8ba4\u65b9\u5411\u3002MFH\u591a\u5468\u671f\u4fe1\u53f7\u5e73\u6de1\uff0c\u9700MTF\u5927\u5468\u671f\u786e\u8ba4\u3002", "preliminary_signal": "buy", "signal_confidence": 72, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\uff1aSMC\uff08buy\uff09\u548cMatrix ML\uff08buy, 88.6\u5f3a\u5ea6\uff09\u5f62\u6210\u5171\u632f\uff0c\u4f46PEM\uff08neutral\uff09\u56e0\u8d8b\u52bf\u9519\u914d\u8fc7\u6ee4\u591a\u5934\uff0cCRT/IFVG/RVGI\u5747\u6301\u4e2d\u6027\u3002\u5e02\u573a\u7ed3\u6784\uff08trending\uff09\u4e0e\u90e8\u5206\u52a8\u80fd\u6307\u6807\uff08EMA\u91d1\u53c9\uff09\u652f\u6301\u504f\u591a\uff0c\u4f46\u9700\u89c2\u5bdf\u8ba2\u5355\u5757\u9632\u5b88\u5f3a\u5ea6\u4ee5\u63d0\u5347\u7f6e\u4fe1\u5ea6\u3002", "technical_signals": {"technical_indicators": {"ema_fast": 2946.5887721531535, "ema_slow": 2944.0267192513143, "rsi": 62.61389521640129, "atr": 6.3394936364783145, "volatility": 0.2150913069868972}, "crt_strategy": {"signal": "hold", "strength": 0, "reasons": [], "range_info": {"high": 2952.72, "low": 2946.0, "direction": "bearish", "manipulation_pct": 0}}, "ifvg_strategy": {"signal": "hold", "strength": 0, "reasons": [], "active_zones": []}, "rvgi_cci_strategy": {"signal": "hold", "strength": 0, "reasons": [], "indicators": {"sma": 2944.391333333333, "cci": 2.6401048622511776}}, "market_regime": {"regime": "trending", "confidence": 0.6544256672077787, "description": "\u8d8b\u52bf\u5e02\u573a", "volatility": 0.02507816496613954, "adx": 32.72128336038894, "price_change": -0.969356898057927}, "smc_strategy": {"signal": "neutral", "strength": 0, "structure": "neutral", "reason": "", "details": {"swings": {"highs": [[12, 2934.15], [26, 2937.98], [35, 2932.76], [54, 2932.71], [69, 2936.9], [76, 2939.42], [86, 2932.92], [110, 2927.65], [119, 2934.0], [128, 2952.79], [134, 2960.0], [145, 2948.59], [162, 2942.99], [169, 2947.04], [180, 2945.5]], "lows": [[10, 2905.39], [20, 2917.0], [32, 2920.22], [44, 2919.85], [64, 2926.08], [81, 2915.2], [93, 2923.47], [106, 2916.0], [123, 2926.92], [129, 2928.0], [140, 2939.25], [157, 2928.57], [166, 2935.35], [173, 2930.02], [185, 2935.72]]}, "ob": {"signal": "buy", "reason": "Retesting Bullish OB from index 194", "level": [2943.86, 2952.24]}, "fvg": {"signal": "neutral", "reason": "", "zone": []}, "sweeps": {"signal": "neutral", "reason": ""}, "premium_discount": {"zone": "premium", "range_high": 2947.04, "range_low": 2930.02, "equilibrium": 2938.5299999999997}}}, "mfh_strategy": {"signal": "neutral", "slope": 0.0, "features": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]}, "mtf_strategy": {"signal": "neutral", "strength": 0, "reason": "", "htf_trend": 0, "curr_trend": 1}, "pem_strategy": {"signal": "neutral", "strength": 0, "reason": "PEM: Raw Buy filtered (Trend mismatch)", "prediction": 415460.8252092086, "adx": 30.36437053211566, "trend": "bearish"}, "matrix_ml_strategy": {"signal": "buy", "strength": 88.62097714861697, "raw_output": 0.8862097714861698}}}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 17:06:37
market_state: trending
ai_decision: null
raw_analysis:
{"market_state": "trending", "support_levels": [2930.02, 2926.92, 2916.0], "resistance_levels": [2959.99, 2950.66, 2945.8], "structure_score": 64, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u5f53\u524d\u4ef7\u683c2943.03\u4f4d\u4e8e\u6298\u4ef7\u533a\uff08\u5747\u8861\u4f4d2945.005\u4e0b\u65b9\uff09\uff0c\u6b63\u5728\u6d4b\u8bd5\u718a\u5e02\u8ba2\u5355\u5757\u963b\u529b\u533a[2945.8, 2950.66]\u3002MFH\u7b56\u7565\u663e\u793a\u4e0b\u964d\u659c\u7387\uff08-0.20\uff09\uff0c\u4e14\u5e02\u573a\u7ed3\u6784\u4e3a\u725b\u5e02\u4f46\u52a8\u80fd\u51cf\u5f31\u3002\u82e5\u65e0\u6cd5\u7a81\u78342950.66\u963b\u529b\uff0c\u53ef\u80fd\u56de\u8c03\u81f3\u652f\u64912930.02-2926.92\u533a\u95f4\uff1b\u7a81\u7834\u5219\u4e0a\u770b2960.0\u30021-3\u5929\u5185\u9884\u8ba1\u9707\u8361\u504f\u4e0b\u884c\uff0c\u76ee\u6807\u4f4d2926-2930\u3002", "indicator_analysis": "EMA\u5feb\u6162\u7ebf\u8fd1\u4e4e\u91cd\u5408\uff082944.67/2943.68\uff09\uff0c\u663e\u793a\u8d8b\u52bf\u52a8\u80fd\u51cf\u5f31\uff1bRSI 52.83\u5904\u4e8e\u4e2d\u6027\u533a\u95f4\uff0c\u65e0\u8d85\u4e70\u8d85\u5356\u4fe1\u53f7\uff1bATR 6.078\u8868\u660e\u4e2d\u7b49\u6ce2\u52a8\u7387\uff1bCCI -87.87\u663e\u793a\u504f\u7a7a\u52a8\u91cf\u3002CRT\u663e\u793a\u718a\u5e02\u65b9\u5411\u4f46\u64cd\u7eb5\u5ea6\u4e3a0\uff0c\u5e02\u573a\u5904\u4e8e\u771f\u5b9e\u8d8b\u52bf\u72b6\u6001\u3002", "preliminary_signal": "sell", "signal_confidence": 65, "consistency_analysis": "\u4fe1\u53f7\u4e00\u81f4\u6027\u4e2d\u7b49\u504f\u5f31\uff1aSMC\uff08\u4e2d\u6027\uff09\u4e0eMFH\uff08\u5356\u51fa\uff09\u3001\u77e9\u9635ML\uff08\u4e70\u5165\uff09\u5b58\u5728\u5206\u6b67\u3002\u4f46\u5173\u952e\u963b\u529b\u4f4d\u6d4b\u8bd5\u4e0eMFH\u4e0b\u964d\u659c\u7387\u652f\u6301\u8c28\u614e\u505a\u7a7a\uff0c\u4e14\u5f53\u524d\u4ef7\u683c\u5904\u4e8e\u6298\u4ef7\u533a\u589e\u52a0\u5356\u51fa\u5408\u7406\u6027\u3002\u5efa\u8bae\u7b49\u5f85\u4ef7\u683c\u660e\u786e\u7a81\u78342950.66\u6216\u8dcc\u78342930.02\u4ee5\u786e\u8ba4\u65b9\u5411\u3002", "technical_signals": {"technical_indicators": {"ema_fast": 2944.6738201103335, "ema_slow": 2943.6766656114632, "rsi": 52.83671586715874, "atr": 6.078022039536419, "volatility": 0.20652259880247292}, "crt_strategy": {"signal": "hold", "strength": 0, "reasons": [], "range_info": {"high": 2944.34, "low": 2941.5, "direction": "bearish", "manipulation_pct": 0}}, "ifvg_strategy": {"signal": "hold", "strength": 0, "reasons": [], "active_zones": []}, "rvgi_cci_strategy": {"signal": "hold", "strength": 0, "reasons": [], "indicators": {"sma": 2945.412, "cci": -87.86781769238715}}, "market_regime": {"regime": "trending", "confidence": 0.639000495649561, "description": "\u8d8b\u52bf\u5e02\u573a", "volatility": 0.017172200031727692, "adx": 31.950024782478046, "price_change": 0.883708972491215}, "smc_strategy": {"signal": "neutral", "strength": 0, "structure": "bullish", "reason": "", "details": {"swings": {"highs": [[8, 2934.15], [22, 2937.98], [31, 2932.76], [50, 2932.71], [65, 2936.9], [72, 2939.42], [82, 2932.92], [106, 2927.65], [115, 2934.0], [124, 2952.79], [130, 2960.0], [141, 2948.59], [158, 2942.99], [165, 2947.04], [176, 2945.5], [192, 2959.99]], "lows": [[6, 2905.39], [16, 2917.0], [28, 2920.22], [40, 2919.85], [60, 2926.08], [77, 2915.2], [89, 2923.47], [102, 2916.0], [119, 2926.92], [125, 2928.0], [136, 2939.25], [153, 2928.57], [162, 2935.35], [169, 2930.02], [181, 2935.72]]}, "ob": {"signal": "sell", "reason": "Retesting Bearish OB from index 195", "level": [2945.8, 2950.66]}, "fvg": {"signal": "neutral", "reason": "", "zone": []}, "sweeps": {"signal": "neutral", "reason": ""}, "premium_discount": {"zone": "discount", "range_high": 2959.99, "range_low": 2930.02, "equilibrium": 2945.005}}}, "mfh_strategy": {"signal": "sell", "slope": -0.20089504343232734, "features": [-0.7071067811865476, -0.7071067811865475, -0.7071067811865475, -0.7071067811865476, -0.7071067811865239, -0.7071067811865165, -0.7071067811865253, -0.7071067811865759, -0.7071067811865476, -0.7071067811865475, -0.7071067811865476, -0.7071067811865476, -0.7071067811865476, -0.7071067811865475, -0.7071067811865475, -0.7071067811865475]}, "mtf_strategy": {"signal": "neutral", "strength": 0, "reason": "", "htf_trend": 0, "curr_trend": 0}, "pem_strategy": {"signal": "neutral", "strength": 0, "reason": "PEM: Raw Buy filtered (Trend mismatch)", "prediction": 413243.14509545383, "adx": 31.73377313087848, "trend": "bearish"}, "matrix_ml_strategy": {"signal": "buy", "strength": 40.73273987699649, "raw_output": 0.4073273987699649}}}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 18:08:16
market_state: trending_bearish
ai_decision: null
raw_analysis:
{"market_state": "trending_bearish", "support_levels": [2938.18, 2930.02, 2926.92], "resistance_levels": [2946.72, 2950.3, 2959.99], "structure_score": 70, "short_term_prediction": "\u57fa\u4e8eSMC\u5206\u6790\uff0c\u4ef7\u683c\u5f53\u524d\u4f4d\u4e8e\u770b\u6da8FVG\u533a\u57df\uff082940.73-2941.85\uff09\u5185\uff0c\u4f46\u9762\u4e34\u6765\u81ea\u770b\u8dcc\u8ba2\u5355\u5757\uff082946.72-2950.3\uff09\u7684\u963b\u529b\u3002EMA\u5feb\u6162\u7ebf\u63a5\u8fd1\u6b7b\u53c9\uff082945.02 vs 2944.25\uff09\uff0cRSI\uff0842.1\uff09\u663e\u793a\u5f31\u52bf\u3002\u9884\u8ba11-3\u5929\u5185\u4ef7\u683c\u5c06\u57282930-2950\u533a\u95f4\u9707\u8361\u504f\u4e0b\u884c\uff0c\u82e5\u8dcc\u78342938\u652f\u6491\uff0c\u53ef\u80fd\u6d4b\u8bd52926\u533a\u57df\uff1b\u7a81\u78342950\u5219\u9700\u91cd\u65b0\u8bc4\u4f30\u8d8b\u52bf\u3002\u76ee\u6807\u4f4d\uff1a\u4e0b\u884c\u7b2c\u4e00\u76ee\u68072930\uff0c\u7b2c\u4e8c\u76ee\u68072920\uff1b\u4e0a\u884c\u963b\u529b2950\u3002", "indicator_analysis": 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2926.08], [73, 2915.2], [85, 2923.47], [98, 2916.0], [115, 2926.92], [121, 2928.0], [132, 2939.25], [149, 2928.57], [158, 2935.35], [165, 2930.02], [177, 2935.72], [192, 2938.18]]}, "ob": {"signal": "sell", "reason": "Retesting Bearish OB from index 196", "level": [2946.72, 2950.3]}, "fvg": {"signal": "buy", "reason": "In Bullish FVG 184", "zone": [2940.73, 2941.85]}, "sweeps": {"signal": "neutral", "reason": ""}, "premium_discount": {"zone": "discount", "range_high": 2959.99, "range_low": 2930.02, "equilibrium": 2945.005}}}, "mfh_strategy": {"signal": "buy", "slope": 0.5364556616884487, "features": [-0.8423332982361984, -0.005756980836930742, -0.2036532699906023, -0.8634471253438707, -0.28440316357585615, -0.36136381782344307, -0.5052398776524947, -0.17241857169331287, 0.7947881840086904, 0.923231346792074, -0.18349680770314528, -0.010765577628718569, 0.05124707196292703, -0.17002980926872435, -0.08301715199734258, 0.08791385832009678]}, "mtf_strategy": {"signal": "neutral", "strength": 0, "reason": "", "htf_trend": 0, "curr_trend": 0}, "pem_strategy": {"signal": "neutral", "strength": 0, "reason": "PEM: Raw Buy filtered (Trend mismatch)", "prediction": 414366.7947217976, "adx": 36.36199807518839, "trend": "bearish"}, "matrix_ml_strategy": {"signal": "sell", "strength": 89.26247573806748, "raw_output": -0.8926247573806748}}}


symbol: ETH/USDT:USDT
timestamp: 2025-12-28 19:09:19
market_state: trending_bearish
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-28 20:10:40
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-28 21:12:26
market_state: trending_bearish
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-28 22:13:49
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-28 23:15:11
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 00:16:35
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 01:18:14
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 02:19:26
market_state: trending_bullish_high_volatility
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 03:20:34
market_state: strong uptrend
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 04:22:02
market_state: strong uptrend
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 05:52:27
market_state: trending_bullish
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 06:18:27
market_state: strong uptrend
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 06:35:12
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 06:51:55
market_state: trending
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 07:08:35
market_state: trending_bearish
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 07:24:43
market_state: trending_bearish_high_volatility
ai_decision: null
raw_analysis:
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symbol: ETH/USDT:USDT
timestamp: 2025-12-29 07:40:54
market_state: trending_bearish
ai_decision: null
raw_analysis:
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