Trade Analytics

{
  "ticker": "CONL",
  "action": "buy",
  "quantity": 174,
  "referencePrice": 8.79,
  "takeProfit": {
    "limitPrice": 9.06
  },
  "stopLoss": {
    "stopPrice": 8.68
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized LONG\nXGB/LGBM 模型\nScore: 0.70 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.45 | LGBM: 0.95\nKNN 模型\n① KNN概率: 1.00 (看多5/5)\n② 相似度: 低 (距离:3.053)\n③ 平均收益: 正+0.62% / 负-0.94%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -51.2%\n③ 预期波动: 34.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:93.3%, 置信:高)\n仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%)\nPattern 模型\n① 建议: ⚠️ contradict | 置信: 高 | 一致率: 30%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.338 (阈值:0.64) ❌\n② 投票: 反对(0.338<0.64-0.05) | AUC:0.581\n多模型decision: XGB/LGBM:支持(0.70) | KNN:距离过大(3.05)弃权 dist=3.05 | TCN:反对(0.00) | Pattern:反对(contradict,high,n=10) | WMU:反对(0.338<0.64-0.05) | 质量=93%（仅调仓用）\n→ 总分-2"
  }
}

{
  "ticker": "CONL",
  "action": "buy",
  "quantity": 898,
  "referencePrice": 8.81,
  "takeProfit": {
    "limitPrice": 9.26
  },
  "stopLoss": {
    "stopPrice": 8.63
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized LONG\nXGB/LGBM 模型\nScore: 0.70 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.45 | LGBM: 0.95\nKNN 模型\n① KNN概率: 1.00 (看多5/5)\n② 相似度: 低 (距离:3.053)\n③ 平均收益: 正+0.62% / 负-0.94%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -51.2%\n③ 预期波动: 34.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:93.3%, 置信:高)\n仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%)\nPattern 模型\n① 建议: ⚠️ contradict | 置信: 高 | 一致率: 30%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.338 (阈值:0.64) ❌\n② 投票: 反对(0.338<0.64-0.05) | AUC:0.581\n多模型decision: XGB/LGBM:支持(0.70) | KNN:距离过大(3.05)弃权 dist=3.05 | TCN:反对(0.00) | Pattern:反对(contradict,high,n=10) | WMU:反对(0.338<0.64-0.05) | 质量=93%（仅调仓用）\n→ 总分-2"
  }
}

{
  "ticker": "ALAB",
  "action": "sell",
  "quantity": 129,
  "referencePrice": 112.7,
  "takeProfit": {
    "limitPrice": 111.05
  },
  "stopLoss": {
    "stopPrice": 113.36
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.74 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.61 | LGBM: 0.87\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm | 置信: 高 | 一致率: 90%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) | AUC:0.767\n多模型decision: XGB/LGBM:支持(0.74) | KNN:距离过大(3.05)弃权 dist=3.05 | TCN:支持(1.00) | Pattern:支持(strong_confirm,high,n=10) | WMU:支持(0.650≥0.58) | 质量=40%（仅调仓用）\n→ 总分+4"
  }
}

{
  "ticker": "SOXL",
  "action": "sell",
  "price": 48.8,
  "referencePrice": 48.8,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-R_comboA\nSignal: A-4, WMvalue: -57.64, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -13.89, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.741 强共振 [TSI×htf:+0.68 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.80]\nML: 0.453 weak(caution) [XGB:0.437/RF:0.477]\n预测模型: 📈 强确认 方向一致率:80% (高置信, 10案例) 预期波动:4.8% 建议TP:-3.80% | K线:看跌:Advance Block,Stalled Pattern\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认"
  },
  "quantity": "235",
  "takeProfit": {
    "limitPrice": 46.36
  },
  "stopLoss": {
    "stopPrice": 50.26
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-R_comboA\nSignal: A-4, WMvalue: -57.64, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -13.89, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.741 强共振 [TSI×htf:+0.68 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.80]\nML: 0.453 weak(caution) [XGB:0.437/RF:0.477]\n预测模型: 📈 强确认 方向一致率:80% (高置信, 10案例) 预期波动:4.8% 建议TP:-3.80% | K线:看跌:Advance Block,Stalled Pattern\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "reason": "ABC:A-4(-0.400) | HTF:strongpass | 6D:完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass | L4:完美确认：6维度strongpass + V评级V1 | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-23T08:15:06.343614"
}

{
  "ticker": "SOXL",
  "action": "sell",
  "price": 48.54,
  "referencePrice": 48.54,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-Bias平滑趋势信号\nSignal: A-4, WMvalue: -55.75, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -3.2, 趋势强度: 70.6%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.430 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.40]\nML: 0.452 weak(caution) [XGB:0.437/RF:0.476]\n预测模型: 📈 强确认 方向一致率:80% (高置信, 10案例) 预期波动:4.8% 建议TP:-3.80% | K线:看跌:Advance Block,Stalled Pattern\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认"
  },
  "quantity": "237",
  "takeProfit": {
    "limitPrice": 46.11
  },
  "stopLoss": {
    "stopPrice": 50.02
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-Bias平滑趋势信号\nSignal: A-4, WMvalue: -55.75, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -3.2, 趋势强度: 70.6%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.430 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.40]\nML: 0.452 weak(caution) [XGB:0.437/RF:0.476]\n预测模型: 📈 强确认 方向一致率:80% (高置信, 10案例) 预期波动:4.8% 建议TP:-3.80% | K线:看跌:Advance Block,Stalled Pattern\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "reason": "ABC:A-4(-0.400) | HTF:strongpass | 6D:高质量信号：当前A级强势+HTFB-4支持+HTF规则strongpass | L4:完美确认：6维度strongpass + V评级V1 | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-23T08:10:00.606631"
}

{
  "ticker": "SOXL",
  "action": "sell",
  "quantity": 53,
  "referencePrice": 48.37,
  "takeProfit": {
    "limitPrice": 44.08
  },
  "stopLoss": {
    "stopPrice": 50.52
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.47 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济]\nXGB: 0.59 | LGBM: 0.35\nKNN 模型\n① KNN概率: 0.62 (看多3/5)\n② 相似度: 低 (距离:4.531)\n③ 平均收益: 正-0.49% / 负+0.62%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -17.3%\n③ 预期波动: 22.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:64.2%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm | 置信: 高 | 一致率: 80%\n② 相似案例数: 10\nWMU 29维模型 🟡灰色地带救济\n① 评分: 0.597 (阈值:0.38) ✅\n② 投票: 支持(0.597≥0.38) | AUC:0.600\n多模型decision: XGB/LGBM:未达阈值(0.47) | KNN:距离过大(4.53)弃权 dist=4.53 | TCN:支持(1.00) | Pattern:支持(strong_confirm,high,n=10) | WMU:支持(0.597≥0.38) | 质量=64%（仅调仓用）\n→ 总分+2"
  }
}

{
  "ticker": "ALAB",
  "action": "sell",
  "quantity": 129,
  "referencePrice": 113.0,
  "takeProfit": {
    "limitPrice": 109.57
  },
  "stopLoss": {
    "stopPrice": 114.37
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.65 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.54 | LGBM: 0.77\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm | 置信: 高 | 一致率: 90%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) | AUC:0.767\n多模型decision: XGB/LGBM:支持(0.65) | KNN:距离过大(3.05)弃权 dist=3.05 | TCN:支持(1.00) | Pattern:支持(strong_confirm,high,n=10) | WMU:支持(0.650≥0.58) | 质量=40%（仅调仓用）\n→ 总分+4"
  }
}

{
  "ticker": "ALAB",
  "action": "sell",
  "quantity": 41,
  "referencePrice": 113.0,
  "takeProfit": {
    "limitPrice": 106.62
  },
  "stopLoss": {
    "stopPrice": 115.55
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.65 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.54 | LGBM: 0.77\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm | 置信: 高 | 一致率: 90%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) | AUC:0.767\n多模型decision: XGB/LGBM:支持(0.65) | KNN:距离过大(3.05)弃权 dist=3.05 | TCN:支持(1.00) | Pattern:支持(strong_confirm,high,n=10) | WMU:支持(0.650≥0.58) | 质量=40%（仅调仓用）\n→ 总分+4"
  }
}

{
  "ticker": "ALAB",
  "action": "sell",
  "quantity": 17,
  "referencePrice": 113.0,
  "takeProfit": {
    "limitPrice": 108.14
  },
  "stopLoss": {
    "stopPrice": 115.43
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.65 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.54 | LGBM: 0.77\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm | 置信: 高 | 一致率: 90%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) | AUC:0.767\n多模型decision: XGB/LGBM:支持(0.65) | KNN:距离过大(3.05)弃权 dist=3.05 | TCN:支持(1.00) | Pattern:支持(strong_confirm,high,n=10) | WMU:支持(0.650≥0.58) | 质量=40%（仅调仓用）\n→ 总分+4"
  }
}

{
  "ticker": "ALAB",
  "action": "sell",
  "quantity": 31,
  "referencePrice": 113.0,
  "takeProfit": {
    "limitPrice": 106.62
  },
  "stopLoss": {
    "stopPrice": 115.55
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.65 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.54 | LGBM: 0.77\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm | 置信: 高 | 一致率: 90%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) | AUC:0.767\n多模型decision: XGB/LGBM:支持(0.65) | KNN:距离过大(3.05)弃权 dist=3.05 | TCN:支持(1.00) | Pattern:支持(strong_confirm,high,n=10) | WMU:支持(0.650≥0.58) | 质量=40%（仅调仓用）\n→ 总分+4"
  }
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 12.31,
  "referencePrice": 12.31,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-R_comboC\nSignal: C+0, WMvalue: 19.61, 趋势强度: 0%\n动能一致性: 分歧 (0/4)\nMomo State: 中性/冲突 (2+-2)\nHTF: B+0,strongpass, WMvalue: 16.97, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 中性/冲突 (-2+2) | 15\nMarket Structure: V5 (DUUD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.791 强共振 [TSI×htf:+0.74 | TSI×Str:+1.00 | MA×htf:+1.00 | Time:+0.30]\nML: 0.598 medium(normal) [XGB:0.687/RF:0.509]\n多维综合评级: C+0 M0 V5\nFinal Decision: PASS - [MRC极强] APEX_BULL挽救C级，HTF强通过，做多通过"
  },
  "quantity": "81",
  "takeProfit": {
    "limitPrice": 12.93
  },
  "stopLoss": {
    "stopPrice": 11.94
  },
  "filter_result": {
    "decision": "pass",
    "rating": "C+0",
    "final_rating": "📌AImonitor-R_comboC\nSignal: C+0, WMvalue: 19.61, 趋势强度: 0%\n动能一致性: 分歧 (0/4)\nMomo State: 中性/冲突 (2+-2)\nHTF: B+0,strongpass, WMvalue: 16.97, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 中性/冲突 (-2+2) | 15\nMarket Structure: V5 (DUUD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.791 强共振 [TSI×htf:+0.74 | TSI×Str:+1.00 | MA×htf:+1.00 | Time:+0.30]\nML: 0.598 medium(normal) [XGB:0.687/RF:0.509]\n多维综合评级: C+0 M0 V5\nFinal Decision: PASS - [MRC极强] APEX_BULL挽救C级，HTF强通过，做多通过",
    "reason": "ABC:C+0(-0.400) | HTF:strongpass | 6D:当前级别C级评级(C+0)，直接拒绝 | L4:6维度已拒绝，V评级确认维持 (V=V5) | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BULL挽救C级，HTF强通过，做多通过",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-22T00:48:59.869397"
}

{
  "action": "buy",
  "extras": {
    "indicator": "🤖 BT-ML Optimized LONG\nXGB/LGBM 模型\nScore: 0.56 (阈值: 0.56) ✅ PASS [放行] 🟡[灰色地带救济]\nXGB: 0.49 | LGBM: 0.63\nKNN 模型\n① KNN概率: 0.00 (看多0/5)\n② 相似度: 低 (距离:4.135)\n③ 平均收益: 正+0.41% / 负-0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -44.5%\n③ 预期波动: 16.1%\nCNN 模型\n质量: ⚪ 不确定 (胜率概率:46.3%, 置信:低)\n仓位调整: CNN低置信(7%) → 仓位降至52%\nPattern 模型\n① 建议: ⚠️ contradict | 置信: 高 | 一致率: 10%\n② 相似案例数: 10\nWMU 29维模型 🟡灰色地带救济\n① 评分: 0.654 (阈值:0.52) ✅\n② 投票: 支持(0.654≥0.52) | AUC:0.850\n多模型decision: XGB/LGBM:未达阈值(0.56) | KNN:距离过大(4.13)弃权 dist=4.13 | TCN:反对(0.00) | Pattern:反对(contradict,high,n=10) | WMU:支持(0.654≥0.52) | 质量=46%（仅调仓用）\n→ 总分-2",
    "timeframe": "5"
  },
  "quantity": 75,
  "referencePrice": 117.4,
  "stopLoss": {
    "stopPrice": 117.06
  },
  "takeProfit": {
    "limitPrice": 118.26
  },
  "ticker": "ALAB"
}

{
  "ticker": "SOXL",
  "action": "sell",
  "quantity": 177,
  "referencePrice": 52.07,
  "takeProfit": {
    "limitPrice": 51.11
  },
  "stopLoss": {
    "stopPrice": 52.45
  },
  "extras": {
    "timeframe": "5",
    "indicator": "🤖 BT-ML Optimized SHORT\nXBRF 模型\nScore: 0.42 (阈值: 0.54) ✅ PASS [放行] 🟡[灰色地带救济]\nXGB: 0.40 | RF: 0.48\nKNN 模型\n① KNN概率: 0.00 (看多0/5)\n② 相似度: 低 (距离:3.776)\n③ 平均收益: 正-0.49% / 负+0.62%\nLSTM 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -8.3%\n③ 预期波动: 9.1%\nCNN 模型\n质量: ⚪ 不确定 (胜率概率:52.8%, 置信:低)\n仓位调整: CNN低置信(6%) → 仓位降至52%\nPattern 模型\n① 建议: 📈 strong_confirm | 置信: 高 | 一致率: 80%\n② 相似案例数: 10\nWMU 29维模型 🟡灰色地带救济\n① 评分: 0.424 (阈值:0.38) ✅\n② 投票: 支持(0.424≥0.38) | AUC:0.600\n多模型decision: XGB/RF:未达阈值(0.42) | KNN:距离过大(3.78)弃权 dist=3.78 | LSTM:支持(1.00) | Pattern:支持(strong_confirm,high,n=10) | WMU:支持(0.424≥0.38) | 质量=53%（仅调仓用）\n→ 总分+2"
  }
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 12.33,
  "referencePrice": 12.33,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-趋势三重共振\nSignal: B+4, WMvalue: 14.21, 趋势强度: 82.4%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,strongpass, WMvalue: 4.23, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V5 (DUUD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nResonance: +0.330 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.30 | Time:+0.00]\nML: 0.775 strong(boost) [XGB:0.890/RF:0.603]\n预测模型: ⚖️  中性 方向一致率:50% (高置信, 10案例) 预期波动:+5.9% 建议TP:+4.71%\n多维综合评级: B+4 M+4 V5\nFinal Decision: PASS - 6维度pass但V评级V5偏弱，通过+警告"
  },
  "quantity": "92",
  "takeProfit": {
    "limitPrice": 12.95
  },
  "stopLoss": {
    "stopPrice": 11.96
  },
  "filter_result": {
    "decision": "pass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-趋势三重共振\nSignal: B+4, WMvalue: 14.21, 趋势强度: 82.4%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,strongpass, WMvalue: 4.23, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V5 (DUUD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nResonance: +0.330 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.30 | Time:+0.00]\nML: 0.775 strong(boost) [XGB:0.890/RF:0.603]\n预测模型: ⚖️  中性 方向一致率:50% (高置信, 10案例) 预期波动:+5.9% 建议TP:+4.71%\n多维综合评级: B+4 M+4 V5\nFinal Decision: PASS - 6维度pass但V评级V5偏弱，通过+警告",
    "reason": "ABC:B+4(0.450) | HTF:strongpass | 6D:当前B级但动能Momo强+HTFB+4支持+HTF规则strongpass | L4:6维度pass但V评级V5偏弱，通过+警告 | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC顺势] VELOCITY_BULL，沿用原决策: pass",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T22:40:55.164252"
}

{
  "ticker": "SOXL",
  "action": "sell",
  "price": 51.29,
  "referencePrice": 51.29,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MomoSwing信号\nSignal: C-4, WMvalue: -29.95, 趋势强度: 52.9%\n动能一致性: 分歧 (1/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B+0,strongpass, WMvalue: -21.03, 趋势强度: 76.5%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 中性/冲突 (-2+2) | 60\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.648 强共振 [TSI×htf:+0.82 | TSI×Str:+0.30 | MA×htf:+1.00 | Time:+0.30]\nML: 0.608 medium(normal) [XGB:0.653/RF:0.540]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:5.9% 建议TP:-4.69% | K线:图表:Descending Channel\n多维综合评级: C-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过"
  },
  "quantity": "97",
  "takeProfit": {
    "limitPrice": 48.73
  },
  "stopLoss": {
    "stopPrice": 52.83
  },
  "filter_result": {
    "decision": "pass",
    "rating": "C-4",
    "final_rating": "📌AImonitor-MomoSwing信号\nSignal: C-4, WMvalue: -29.95, 趋势强度: 52.9%\n动能一致性: 分歧 (1/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B+0,strongpass, WMvalue: -21.03, 趋势强度: 76.5%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 中性/冲突 (-2+2) | 60\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.648 强共振 [TSI×htf:+0.82 | TSI×Str:+0.30 | MA×htf:+1.00 | Time:+0.30]\nML: 0.608 medium(normal) [XGB:0.653/RF:0.540]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:5.9% 建议TP:-4.69% | K线:图表:Descending Channel\n多维综合评级: C-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过",
    "reason": "ABC:C-4(-0.120) | HTF:strongpass | 6D:当前级别C级评级(C-4)，直接拒绝 | L4:6维度已拒绝，V评级确认维持 (V=V1) | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T20:38:29.257922"
}

{
  "ticker": "COIN",
  "action": "sell",
  "price": 196.85,
  "referencePrice": 196.85,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MomoSwing信号\nSignal: B-4, WMvalue: -28.54, 趋势强度: 64.7%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -16.38, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V4 (DUDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.616 强共振 [TSI×htf:+0.73 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.50]\nML: 0.673 medium(normal) [XGB:0.693/RF:0.644]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.68%\n多维综合评级: B-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V4)"
  },
  "quantity": "34",
  "takeProfit": {
    "limitPrice": 187.01
  },
  "stopLoss": {
    "stopPrice": 201.77
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B-4",
    "final_rating": "📌AImonitor-MomoSwing信号\nSignal: B-4, WMvalue: -28.54, 趋势强度: 64.7%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -16.38, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V4 (DUDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.616 强共振 [TSI×htf:+0.73 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.50]\nML: 0.673 medium(normal) [XGB:0.693/RF:0.644]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.68%\n多维综合评级: B-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V4)",
    "reason": "ABC:B-4(-0.360) | HTF:strongpass | 6D:未匹配任何通过规则：cur_T2/weak/supportive, htf_T1/strong/supportive, htf_rule=strongpass | L4:6维度已拒绝，V评级确认维持 (V=V4) | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR+B-4级+HTF通过，强势做空",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:54:28.989679"
}

{
  "data": {
    "ETFQTY": "1000",
    "obData": "Timeframe: ; Bullish OB: 13.78 - 13.78; Bearish OB: 13.78 - 13.78",
    "symbol": "CIFR",
    "MAtrend": "-1",
    "pmaText": "PMA Trendless",
    "POCtrend": "-2",
    "adxValue": "29.2597322161",
    "CVDsignal": "cvdAboveMA",
    "SQZsignal": "no squeeze",
    "MOMOsignal": "bullishmomo",
    "choppiness": "51.601885485",
    "RSIHAsignal": "BullishHA",
    "poc_summary": "Daily POC: 14.00; Prev DailyPOC: 13.86; Weekly POC: 15.00; Prev Weekly POC: 14.00; Monthly POC: 14.00; Prev Monthly POC: 16.00",
    "AIbandsignal": "red downtrend",
    "center_trend": "Weak Bearish",
    "ratingstatus": "Bearish-Strong-TrendDriven",
    "HTFwave_signal": "Bearish",
    "TrendTracerHTF": "1",
    "ewotrend_state": "Weak Bearish",
    "lastDemandText": "14.15 - 14.03 | 5m",
    "lastSupplyText": "14.02 - 13.92 | 5m",
    "FormattedScores": "S:5 / L:1",
    "rsi_state_trend": "Bearish",
    "wavemarket_state": "Neutral",
    "Current_timeframe": "5",
    "TrendTracersignal": "-1",
    "MAtrend_timeframe1": "-3",
    "MAtrend_timeframe2": "-1",
    "Middle_smooth_trend": "Bearish +",
    "adaptive_timeframe_1": "15",
    "adaptive_timeframe_2": "60",
    "choppingrange_signal": "no chopping",
    "trend_change_volatility_stop": "14.3"
  },
  "action": "sell",
  "extras": {
    "risk": 1,
    "indicator": "📌X SniperSell MainTrend AI\nSignal: B-4, WMvalue: -40.85, 趋势强度: 76.5%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -29.82, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V1 (DDDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方13.64%,1H压力下方5.64%｜支撑:4H支撑上方17.11%,1H支撑上方2.82%\nDeviation: 34.3% → 仓位x0.8\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.824 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.732 medium(normal) [XGB:0.769/RF:0.676]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:7.3% 建议TP:-5.86% | K线:看涨:Harami,Harami Cross,Homing Pigeon\n多维综合评级: B-4 M-4 V1\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V1)\nHTF⚠️方向不一致",
    "oscrating": 40,
    "timeframe": "5m",
    "trendrating": 130,
    "referencePrice": 13.78
  },
  "ticker": "CIFR",
  "quantity": "181",
  "stopLoss": {
    "stopPrice": 14.38
  },
  "takeProfit": {
    "limitPrice": 13.58
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B-4",
    "final_rating": "📌X SniperSell MainTrend AI\nSignal: B-4, WMvalue: -40.85, 趋势强度: 76.5%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -29.82, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V1 (DDDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方13.64%,1H压力下方5.64%｜支撑:4H支撑上方17.11%,1H支撑上方2.82%\nDeviation: 34.3% → 仓位x0.8\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.824 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.732 medium(normal) [XGB:0.769/RF:0.676]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:7.3% 建议TP:-5.86% | K线:看涨:Harami,Harami Cross,Homing Pigeon\n多维综合评级: B-4 M-4 V1\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V1)\nHTF⚠️方向不一致",
    "reason": "阶段1: B-4级 (总分-0.36, WMvalue: -40.85) | 阶段2: HTF规则strongpass | 阶段3(6维度): 未匹配任何通过规则：cur_T2/weak/supportive, htf_T1/strong/supportive, htf_rule=strongpass | 阶段4(V评级): 6维度已拒绝，V评级确认维持 (V=V1) | 阶段5(OB): 做空信号在1H+4H压力下方运行｜压力:4H压力下方13.64%,1H压力下方5.64%｜支撑:4H支撑上方17.11%,1H支撑上方2.82% | POC空间: 100.0% | 乖离率: 34.3%(x1.3)→仓位x0.8 | 阶段6(MRC): [MRC极强] APEX_BEAR+B-4级+HTF通过，强势做空",
    "scores": {
      "main_trend_raw": 0,
      "main_trend_normalized": 0.0,
      "main_trend_weighted": 0.0,
      "wave_raw": -4.6,
      "wave_components": {
        "wavematrixtrend": -2,
        "momentum_state": -2,
        "tsimastatus": -1,
        "tsiha": 1,
        "rsiha": 1,
        "calculated": -4.6,
        "limited": -4.6
      },
      "momo_indicators": {
        "momo_swing_state": -2,
        "momo_longswing_state": -2,
        "momo_composite_score": -4
      },
      "wave_normalized": -0.92,
      "wave_weighted": -0.46,
      "structural_raw": 2.0,
      "structural_normalized": 1.0,
      "structural_weighted": 0.1,
      "total_score": -0.36,
      "momentum_check": {
        "passed": false,
        "aligned_count": 2,
        "details": "2/4个指标看跌: TSIMASTATUS, Wavematrixtrend",
        "wavematrix_status": "较弱",
        "wavematrix_value": -2
      },
      "tsi_check": {
        "passed": false,
        "threshold": -38.5,
        "details": "TSI=-40.85 > -38.5 (避免超卖)"
      },
      "tsi_value": -40.85182274734618
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:50:37.682079"
}

{
  "action": "sell",
  "extras": {
    "indicator": "📌Strong Short Signal\nSignal: A-4, WMvalue: -18.23, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: -14.9, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) | 60\nMarket Structure: V4 (DUDD)\n🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.78%｜支撑:4H无支撑OB,1H支撑内\nDeviation: 60.4% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.704 强共振 [TSI×htf:+0.70 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.734 medium(normal) [XGB:0.764/RF:0.690]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.7% 建议TP:-1.38% | K线:看涨:Tristar 图表:Ascending Triangle\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.78%｜支撑:4H无支撑OB,1H支撑内 | 乖离率: 60.4%(x1.4)→仓位x0.6\nHTF⚠️方向不一致",
    "timeframe": "15"
  },
  "ticker": "ON",
  "quantity": "49",
  "stopLoss": {
    "stopPrice": 59.55
  },
  "takeProfit": {
    "limitPrice": 57.69
  },
  "referencePrice": 58.61,
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌Strong Short Signal\nSignal: A-4, WMvalue: -18.23, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: -14.9, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) | 60\nMarket Structure: V4 (DUDD)\n🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.78%｜支撑:4H无支撑OB,1H支撑内\nDeviation: 60.4% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.704 强共振 [TSI×htf:+0.70 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.734 medium(normal) [XGB:0.764/RF:0.690]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.7% 建议TP:-1.38% | K线:看涨:Tristar 图表:Ascending Triangle\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.78%｜支撑:4H无支撑OB,1H支撑内 | 乖离率: 60.4%(x1.4)→仓位x0.6\nHTF⚠️方向不一致",
    "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -18.23) | 阶段2: HTF规则strongpass | 阶段3(6维度): 高质量信号：当前A级强势+HTFB-1支持+HTF规则strongpass | 阶段4(V评级): 6维度strongpass但V评级V4偏弱，降级为pass | 阶段5(OB): 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.78%｜支撑:4H无支撑OB,1H支撑内 | 乖离率: 60.4%(x1.4)→仓位x0.6 | 阶段6(MRC): [MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空",
    "scores": {
      "main_trend_raw": 0,
      "main_trend_normalized": 0.0,
      "main_trend_weighted": 0.0,
      "wave_raw": -5.0,
      "wave_components": {
        "wavematrixtrend": -2,
        "momentum_state": -2,
        "tsimastatus": -1,
        "tsiha": -1,
        "rsiha": -1,
        "calculated": -7.4,
        "limited": -5.0
      },
      "momo_indicators": {
        "momo_swing_state": -2,
        "momo_longswing_state": -2,
        "momo_composite_score": -4
      },
      "wave_normalized": -1.0,
      "wave_weighted": -0.5,
      "structural_raw": 2.0,
      "structural_normalized": 1.0,
      "structural_weighted": 0.1,
      "total_score": -0.4,
      "momentum_check": {
        "passed": true,
        "aligned_count": 4,
        "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend",
        "wavematrix_status": "强一致",
        "wavematrix_value": -2
      },
      "tsi_check": {
        "passed": true,
        "threshold": -38.5,
        "details": "TSI=-18.23 > -38.5 (避免超卖)"
      },
      "tsi_value": -18.23398837557893
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:45:34.165100"
}

{
  "action": "sell",
  "extras": {
    "indicator": "📌Trend Continuation\nSignal: B-4, WMvalue: -21.32, 趋势强度: 76.5%\n动能一致性: 一致 (3/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -14.68, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方8.0%｜支撑:4H无支撑OB,距1H支撑6.93%\nDeviation: 41.4% → 仓位x0.8\nMarketRegime: CORRECTION_BEAR\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.502 强共振 [TSI×htf:+0.69 | TSI×Str:+0.60 | MA×htf:+0.00 | Time:+0.50]\nML: 0.536 weak(caution) [XGB:0.596/RF:0.448]\n预测模型: 📈 强确认 方向一致率:80% (高置信, 10案例) 预期波动:8.0% 建议TP:-6.42%\n多维综合评级: B-4 M-4 V5\nFinal Decision: PASS - 6维度pass但V评级V5偏弱，通过+警告\nHTF⚠️方向不一致",
    "timeframe": "15"
  },
  "ticker": "CRCL",
  "quantity": "20",
  "stopLoss": {
    "stopPrice": 129.88
  },
  "takeProfit": {
    "limitPrice": 115.4
  },
  "referencePrice": 123.81,
  "filter_result": {
    "decision": "pass",
    "rating": "B-4",
    "final_rating": "📌Trend Continuation\nSignal: B-4, WMvalue: -21.32, 趋势强度: 76.5%\n动能一致性: 一致 (3/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -14.68, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方8.0%｜支撑:4H无支撑OB,距1H支撑6.93%\nDeviation: 41.4% → 仓位x0.8\nMarketRegime: CORRECTION_BEAR\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.502 强共振 [TSI×htf:+0.69 | TSI×Str:+0.60 | MA×htf:+0.00 | Time:+0.50]\nML: 0.536 weak(caution) [XGB:0.596/RF:0.448]\n预测模型: 📈 强确认 方向一致率:80% (高置信, 10案例) 预期波动:8.0% 建议TP:-6.42%\n多维综合评级: B-4 M-4 V5\nFinal Decision: PASS - 6维度pass但V评级V5偏弱，通过+警告\nHTF⚠️方向不一致",
    "reason": "阶段1: B-4级 (总分-0.4, WMvalue: -21.32) | 阶段2: HTF规则strongpass | 阶段3(6维度): 当前B级但动能Momo强+HTFB-4支持+HTF规则strongpass | 阶段4(V评级): 6维度pass但V评级V5偏弱，通过+警告 | 阶段5(OB): OB中性｜压力:4H无压力OB,1H压力下方8.0%｜支撑:4H无支撑OB,距1H支撑6.93% | 乖离率: 41.4%(x1.35)→仓位x0.8 | 阶段6(MRC): [MRC顺势] CORRECTION_BEAR，沿用原决策: pass",
    "scores": {
      "main_trend_raw": 0,
      "main_trend_normalized": 0.0,
      "main_trend_weighted": 0.0,
      "wave_raw": -5.0,
      "wave_components": {
        "wavematrixtrend": -2,
        "momentum_state": -2,
        "tsimastatus": -1,
        "tsiha": -1,
        "rsiha": 1,
        "calculated": -6.0,
        "limited": -5.0
      },
      "momo_indicators": {
        "momo_swing_state": -2,
        "momo_longswing_state": -2,
        "momo_composite_score": -4
      },
      "wave_normalized": -1.0,
      "wave_weighted": -0.5,
      "structural_raw": 2.0,
      "structural_normalized": 1.0,
      "structural_weighted": 0.1,
      "total_score": -0.4,
      "momentum_check": {
        "passed": true,
        "aligned_count": 3,
        "details": "3/4个指标看跌: TSIHA, TSIMASTATUS, Wavematrixtrend",
        "wavematrix_status": "一致",
        "wavematrix_value": -2
      },
      "tsi_check": {
        "passed": true,
        "threshold": -38.5,
        "details": "TSI=-21.32 > -38.5 (避免超卖)"
      },
      "tsi_value": -21.3228500958213
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:45:23.849746"
}

{
  "ticker": "TSLL",
  "action": "sell",
  "price": 11.93,
  "referencePrice": 11.93,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -78.75, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,reject, WMvalue: -47.18, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.825 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.455 weak(caution) [XGB:0.326/RF:0.649]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.0% 建议TP:-0.83% | K线:看涨:Harami,Harami Cross\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过"
  },
  "quantity": "124",
  "takeProfit": {
    "limitPrice": 11.33
  },
  "stopLoss": {
    "stopPrice": 12.29
  },
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -78.75, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,reject, WMvalue: -47.18, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.825 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.455 weak(caution) [XGB:0.326/RF:0.649]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.0% 建议TP:-0.83% | K线:看涨:Harami,Harami Cross\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "reason": "ABC:A-4(-0.400) | HTF:reject | 6D:当前A级强势覆盖HTF规则reject | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:41:27.623297"
}

{
  "ticker": "COIN",
  "action": "sell",
  "price": 197.24,
  "referencePrice": 197.24,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MomoSwing信号\nSignal: B-4, WMvalue: -27.91, 趋势强度: 64.7%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -16.12, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V4 (DUDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.614 强共振 [TSI×htf:+0.72 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.50]\nML: 0.673 medium(normal) [XGB:0.694/RF:0.643]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.68%\n多维综合评级: B-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V4)"
  },
  "quantity": "34",
  "takeProfit": {
    "limitPrice": 187.38
  },
  "stopLoss": {
    "stopPrice": 202.17
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B-4",
    "final_rating": "📌AImonitor-MomoSwing信号\nSignal: B-4, WMvalue: -27.91, 趋势强度: 64.7%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -16.12, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V4 (DUDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.614 强共振 [TSI×htf:+0.72 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.50]\nML: 0.673 medium(normal) [XGB:0.694/RF:0.643]\n预测模型: ✅ 支持 方向一致率:60% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.68%\n多维综合评级: B-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V4)",
    "reason": "ABC:B-4(-0.360) | HTF:strongpass | 6D:未匹配任何通过规则：cur_T2/weak/supportive, htf_T1/strong/supportive, htf_rule=strongpass | L4:6维度已拒绝，V评级确认维持 (V=V4) | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR+B-4级+HTF通过，强势做空",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:31:14.916700"
}

{
  "action": "sell",
  "extras": {
    "indicator": "📌Wavematrix sell\nSignal: A-4, WMvalue: -15.83, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: -14.64, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) | 60\nMarket Structure: V4 (DUDD)\n🔴 OB: reject(-3) - 做空信号接近1H+4H Bullish OB，双重支撑｜压力:4H压力下方21.01%,1H压力下方5.78%｜支撑:4H支撑上方0.61%,1H支撑内\nDeviation: 64.1% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.702 强共振 [TSI×htf:+0.69 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.732 medium(normal) [XGB:0.764/RF:0.685]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.7% 建议TP:-1.38% | K线:看涨:Tristar 图表:Ascending Triangle\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 做空信号接近1H+4H Bullish OB，双重支撑｜压力:4H压力下方21.01%,1H压力下方5.78%｜支撑:4H支撑上方0.61%,1H支撑内 | 乖离率: 64.1%(x1.4)→仓位x0.6\nHTF⚠️方向不一致",
    "timeframe": "60"
  },
  "ticker": "ON",
  "quantity": "59",
  "stopLoss": {
    "stopPrice": 60.8
  },
  "takeProfit": {
    "limitPrice": 58.24
  },
  "referencePrice": 58.6,
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌Wavematrix sell\nSignal: A-4, WMvalue: -15.83, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: -14.64, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) | 60\nMarket Structure: V4 (DUDD)\n🔴 OB: reject(-3) - 做空信号接近1H+4H Bullish OB，双重支撑｜压力:4H压力下方21.01%,1H压力下方5.78%｜支撑:4H支撑上方0.61%,1H支撑内\nDeviation: 64.1% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.702 强共振 [TSI×htf:+0.69 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.732 medium(normal) [XGB:0.764/RF:0.685]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.7% 建议TP:-1.38% | K线:看涨:Tristar 图表:Ascending Triangle\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 做空信号接近1H+4H Bullish OB，双重支撑｜压力:4H压力下方21.01%,1H压力下方5.78%｜支撑:4H支撑上方0.61%,1H支撑内 | 乖离率: 64.1%(x1.4)→仓位x0.6\nHTF⚠️方向不一致",
    "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -15.83) | 阶段2: HTF规则strongpass | 阶段3(6维度): 高质量信号：当前A级强势+HTFB-1支持+HTF规则strongpass | 阶段4(V评级): 6维度strongpass但V评级V4偏弱，降级为pass | 阶段5(OB): 做空信号接近1H+4H Bullish OB，双重支撑｜压力:4H压力下方21.01%,1H压力下方5.78%｜支撑:4H支撑上方0.61%,1H支撑内 | 乖离率: 64.1%(x1.4)→仓位x0.6 | 阶段6(MRC): [MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空",
    "scores": {
      "main_trend_raw": 0,
      "main_trend_normalized": 0.0,
      "main_trend_weighted": 0.0,
      "wave_raw": -5.0,
      "wave_components": {
        "wavematrixtrend": -2,
        "momentum_state": -2,
        "tsimastatus": -1,
        "tsiha": -1,
        "rsiha": -1,
        "calculated": -7.4,
        "limited": -5.0
      },
      "momo_indicators": {
        "momo_swing_state": -2,
        "momo_longswing_state": -2,
        "momo_composite_score": -4
      },
      "wave_normalized": -1.0,
      "wave_weighted": -0.5,
      "structural_raw": 2.0,
      "structural_normalized": 1.0,
      "structural_weighted": 0.1,
      "total_score": -0.4,
      "momentum_check": {
        "passed": true,
        "aligned_count": 4,
        "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend",
        "wavematrix_status": "强一致",
        "wavematrix_value": -2
      },
      "tsi_check": {
        "passed": true,
        "threshold": -38.5,
        "details": "TSI=-15.83 > -38.5 (避免超卖)"
      },
      "tsi_value": -15.829106840966444
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:30:58.765202"
}

{
  "action": "sell",
  "extras": {
    "indicator": "📌Momo Strong Entry\nSignal: A-4, WMvalue: -15.81, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: -14.65, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) | 60\nMarket Structure: V4 (DUDD)\n🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.77%｜支撑:4H无支撑OB,1H支撑内\nDeviation: 62.8% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.702 强共振 [TSI×htf:+0.69 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.753 strong(boost) [XGB:0.799/RF:0.684]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.7% 建议TP:-1.38% | K线:看涨:Tristar 图表:Ascending Triangle\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.77%｜支撑:4H无支撑OB,1H支撑内 | 乖离率: 62.8%(x1.4)→仓位x0.6\nHTF⚠️方向不一致",
    "timeframe": "15"
  },
  "ticker": "ON",
  "quantity": "71",
  "stopLoss": {
    "stopPrice": 59.54
  },
  "takeProfit": {
    "limitPrice": 57.69
  },
  "referencePrice": 58.6,
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌Momo Strong Entry\nSignal: A-4, WMvalue: -15.81, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: -14.65, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) | 60\nMarket Structure: V4 (DUDD)\n🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.77%｜支撑:4H无支撑OB,1H支撑内\nDeviation: 62.8% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.702 强共振 [TSI×htf:+0.69 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.753 strong(boost) [XGB:0.799/RF:0.684]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.7% 建议TP:-1.38% | K线:看涨:Tristar 图表:Ascending Triangle\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.77%｜支撑:4H无支撑OB,1H支撑内 | 乖离率: 62.8%(x1.4)→仓位x0.6\nHTF⚠️方向不一致",
    "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -15.81) | 阶段2: HTF规则strongpass | 阶段3(6维度): 高质量信号：当前A级强势+HTFB-1支持+HTF规则strongpass | 阶段4(V评级): 6维度strongpass但V评级V4偏弱，降级为pass | 阶段5(OB): 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方5.77%｜支撑:4H无支撑OB,1H支撑内 | 乖离率: 62.8%(x1.4)→仓位x0.6 | 阶段6(MRC): [MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空",
    "scores": {
      "main_trend_raw": 0,
      "main_trend_normalized": 0.0,
      "main_trend_weighted": 0.0,
      "wave_raw": -5.0,
      "wave_components": {
        "wavematrixtrend": -2,
        "momentum_state": -2,
        "tsimastatus": -1,
        "tsiha": -1,
        "rsiha": -1,
        "calculated": -7.4,
        "limited": -5.0
      },
      "momo_indicators": {
        "momo_swing_state": -2,
        "momo_longswing_state": -2,
        "momo_composite_score": -4
      },
      "wave_normalized": -1.0,
      "wave_weighted": -0.5,
      "structural_raw": 2.0,
      "structural_normalized": 1.0,
      "structural_weighted": 0.1,
      "total_score": -0.4,
      "momentum_check": {
        "passed": true,
        "aligned_count": 4,
        "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend",
        "wavematrix_status": "强一致",
        "wavematrix_value": -2
      },
      "tsi_check": {
        "passed": true,
        "threshold": -38.5,
        "details": "TSI=-15.81 > -38.5 (避免超卖)"
      },
      "tsi_value": -15.811532553450242
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:30:55.386069"
}

{
  "ticker": "SLAB",
  "action": "sell",
  "quantity": 24,
  "referencePrice": 205.37,
  "takeProfit": {
    "limitPrice": 200.818006804
  },
  "stopLoss": {
    "stopPrice": 206.9000817465
  },
  "extras": {
    "timeframe": "60",
    "indicator": "WaveMatrix diamondreversalsell"
  }
}

{
  "ticker": "STX",
  "action": "sell",
  "quantity": 12,
  "referencePrice": 411.31,
  "takeProfit": {
    "limitPrice": 342.6677807024
  },
  "stopLoss": {
    "stopPrice": 434.3830148899
  },
  "extras": {
    "timeframe": "60",
    "indicator": "WaveMatrix diamondreversalsell"
  }
}

{
  "ticker": "LRCX",
  "action": "sell",
  "quantity": 22,
  "referencePrice": 222.14,
  "takeProfit": {
    "limitPrice": 188.5693100248
  },
  "stopLoss": {
    "stopPrice": 233.4242655379
  },
  "extras": {
    "timeframe": "60",
    "indicator": "WaveMatrix diamondreversalsell"
  }
}

{
  "ticker": "ARM",
  "action": "sell",
  "quantity": 37,
  "referencePrice": 132.35,
  "takeProfit": {
    "limitPrice": 114.184443677
  },
  "stopLoss": {
    "stopPrice": 138.4560693523
  },
  "extras": {
    "timeframe": "60",
    "indicator": "WaveMatrix Top"
  }
}

{
  "ticker": "TSLL",
  "action": "sell",
  "price": 11.99,
  "referencePrice": 11.99,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -73.71, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,reject, WMvalue: -43.88, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.825 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.464 weak(caution) [XGB:0.341/RF:0.649]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.0% 建议TP:-0.83% | K线:看涨:Harami,Harami Cross\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过"
  },
  "quantity": "124",
  "takeProfit": {
    "limitPrice": 11.39
  },
  "stopLoss": {
    "stopPrice": 12.35
  },
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -73.71, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,reject, WMvalue: -43.88, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.825 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.464 weak(caution) [XGB:0.341/RF:0.649]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.0% 建议TP:-0.83% | K线:看涨:Harami,Harami Cross\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "reason": "ABC:A-4(-0.400) | HTF:reject | 6D:当前A级强势覆盖HTF规则reject | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:26:47.587716"
}

{
  "data": {
    "ETFQTY": "1000",
    "obData": "Timeframe: ; Bullish OB: 112.11 - 112.11; Bearish OB: 112.11 - 112.11",
    "symbol": "ENTG",
    "MAtrend": "-1",
    "pmaText": "PMA Trendless",
    "POCtrend": "0",
    "adxValue": "36.629172875",
    "CVDsignal": "cvdBelowMA",
    "SQZsignal": "no squeeze",
    "MOMOsignal": "bullishmomo",
    "choppiness": "52.6010663113",
    "RSIHAsignal": "BullishHA",
    "poc_summary": "Daily POC: 114.00; Prev DailyPOC: 114.00; Weekly POC: 116.00; Prev Weekly POC: 108.00; Monthly POC: 116.00; Prev Monthly POC: 122.00",
    "AIbandsignal": "red downtrend",
    "center_trend": "Weak Bearish",
    "ratingstatus": "Bearish-Strong-TrendDriven",
    "HTFwave_signal": "Bearish",
    "TrendTracerHTF": "-1",
    "ewotrend_state": "Weak Bearish",
    "lastDemandText": "113.03 - 112.61 | 5m",
    "lastSupplyText": "115.04 - 114.55 | 5m",
    "FormattedScores": "S:6 / L:0",
    "rsi_state_trend": "Bearish",
    "wavemarket_state": "Neutral",
    "Current_timeframe": "5",
    "TrendTracersignal": "-1",
    "MAtrend_timeframe1": "-3",
    "MAtrend_timeframe2": "-1",
    "Middle_smooth_trend": "Bearish +",
    "adaptive_timeframe_1": "15",
    "adaptive_timeframe_2": "60",
    "choppingrange_signal": "no chopping",
    "trend_change_volatility_stop": "114.31"
  },
  "action": "sell",
  "extras": {
    "risk": 1,
    "indicator": "📌X SniperSell MainTrend AI\nSignal: A-3, WMvalue: -25.58, 趋势强度: 94.1%\n动能一致性: 强一致 (4/4)\nMomo State: 强空头 (-2+-1)\nHTF: C-1,pass, WMvalue: -12.15, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (1+-2) | 60\nMarket Structure: V3 (DDUD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方16.23%｜支撑:4H无支撑OB,距1H支撑2.78%\nDeviation: 59.4% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.682 强共振 [TSI×htf:+0.64 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.631 medium(normal) [XGB:0.698/RF:0.530]\n预测模型: ⚖️  中性 方向一致率:50% (高置信, 10案例) 预期波动:3.8% 建议TP:-3.06% | K线:看涨:Hammer 图表:Descending Channel,Ladder Top\n多维综合评级: A-3 M-3 V3\nFinal Decision: STRONGPASS - 正常通过\nHTF⚠️方向不一致",
    "oscrating": 50,
    "timeframe": "5m",
    "trendrating": 110,
    "referencePrice": 112.11
  },
  "ticker": "ENTG",
  "quantity": "26",
  "stopLoss": {
    "stopPrice": 114.43
  },
  "takeProfit": {
    "limitPrice": 110.94
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-3",
    "final_rating": "📌X SniperSell MainTrend AI\nSignal: A-3, WMvalue: -25.58, 趋势强度: 94.1%\n动能一致性: 强一致 (4/4)\nMomo State: 强空头 (-2+-1)\nHTF: C-1,pass, WMvalue: -12.15, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (1+-2) | 60\nMarket Structure: V3 (DDUD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方16.23%｜支撑:4H无支撑OB,距1H支撑2.78%\nDeviation: 59.4% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.682 强共振 [TSI×htf:+0.64 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.631 medium(normal) [XGB:0.698/RF:0.530]\n预测模型: ⚖️  中性 方向一致率:50% (高置信, 10案例) 预期波动:3.8% 建议TP:-3.06% | K线:看涨:Hammer 图表:Descending Channel,Ladder Top\n多维综合评级: A-3 M-3 V3\nFinal Decision: STRONGPASS - 正常通过\nHTF⚠️方向不一致",
    "reason": "阶段1: A-3级 (总分-0.4, WMvalue: -25.58) | 阶段2: HTF规则pass | 阶段3(6维度): 当前A级+HTF规则pass | 阶段4(V评级): 正常通过：6维度pass + V评级V3 | 阶段5(OB): OB中性｜压力:4H无压力OB,1H压力下方16.23%｜支撑:4H无支撑OB,距1H支撑2.78% | POC空间: 3.6% | 乖离率: 59.4%(x1.35)→仓位x0.6 | 阶段6(MRC): [MRC极强] APEX_BEAR+A-3级+HTF通过，强势做空",
    "scores": {
      "main_trend_raw": 0,
      "main_trend_normalized": 0.0,
      "main_trend_weighted": 0.0,
      "wave_raw": -5.0,
      "wave_components": {
        "wavematrixtrend": -2,
        "momentum_state": -1,
        "tsimastatus": -1,
        "tsiha": -1,
        "rsiha": -1,
        "calculated": -6.2,
        "limited": -5.0
      },
      "momo_indicators": {
        "momo_swing_state": -2,
        "momo_longswing_state": -1,
        "momo_composite_score": -3
      },
      "wave_normalized": -1.0,
      "wave_weighted": -0.5,
      "structural_raw": 2.0,
      "structural_normalized": 1.0,
      "structural_weighted": 0.1,
      "total_score": -0.4,
      "momentum_check": {
        "passed": true,
        "aligned_count": 4,
        "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend",
        "wavematrix_status": "强一致",
        "wavematrix_value": -2
      },
      "tsi_check": {
        "passed": true,
        "threshold": -38.5,
        "details": "TSI=-25.58 > -38.5 (避免超卖)"
      },
      "tsi_value": -25.577193510614844
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:25:59.884397"
}

{
  "ticker": "TSLL",
  "action": "sell",
  "price": 12.055,
  "referencePrice": 12.05,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -70.05, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,reject, WMvalue: -43.48, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.825 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.461 weak(caution) [XGB:0.326/RF:0.665]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.0% 建议TP:-0.83% | K线:看涨:Harami,Harami Cross\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过"
  },
  "quantity": "123",
  "takeProfit": {
    "limitPrice": 11.45
  },
  "stopLoss": {
    "stopPrice": 12.42
  },
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -70.05, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,reject, WMvalue: -43.48, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.825 强共振 [TSI×htf:+1.00 | TSI×Str:+0.60 | MA×htf:+1.00 | Time:+0.50]\nML: 0.461 weak(caution) [XGB:0.326/RF:0.665]\n预测模型: ⚖️  中性 方向一致率:40% (高置信, 10案例) 预期波动:1.0% 建议TP:-0.83% | K线:看涨:Harami,Harami Cross\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "reason": "ABC:A-4(-0.400) | HTF:reject | 6D:当前A级强势覆盖HTF规则reject | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB | L6:[MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-03-20T19:15:58.559891"
}