Trade Analytics

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.655,
  "referencePrice": 13.65,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 42.77, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++1,strongpass, WMvalue: 15.56, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方4.92%｜支撑:距4H支撑22.08%,距1H支撑4.65%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.188 bearish(caution) [XGB:0.183/RF:0.194]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.6)\nML模型 ❌: XGB:❌(0.3966<0.4600) | LGBM:❌(0.0930<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 48%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "35",
  "takeProfit": {
    "limitPrice": 14.34
  },
  "stopLoss": {
    "stopPrice": 13.25
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 42.77, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++1,strongpass, WMvalue: 15.56, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方4.92%｜支撑:距4H支撑22.08%,距1H支撑4.65%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.188 bearish(caution) [XGB:0.183/RF:0.194]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.6)\nML模型 ❌: XGB:❌(0.3966<0.4600) | LGBM:❌(0.0930<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 48%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:高质量信号：当前A级强势+HTFA++1支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方4.92%｜支撑:距4H支撑22.08%,距1H支撑4.65% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:55:49.389693"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 100.3,
  "referencePrice": 100.3,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 41.29, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,pass, WMvalue: 43.53, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方11.15%,1H压力下方6.38%｜支撑:距4H支撑34.71%,距1H支撑9.27%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.213 bearish(caution) [XGB:0.183/RF:0.257]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "16",
  "takeProfit": {
    "limitPrice": 105.31
  },
  "stopLoss": {
    "stopPrice": 97.29
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 41.29, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,pass, WMvalue: 43.53, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方11.15%,1H压力下方6.38%｜支撑:距4H支撑34.71%,距1H支撑9.27%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.213 bearish(caution) [XGB:0.183/RF:0.257]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass",
    "reason": "ABC:A++4(0.600) | HTF:pass | 6D:HTF规则pass但6维度强势 → 升级为strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方11.15%,1H压力下方6.38%｜支撑:距4H支撑34.71%,距1H支撑9.27% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:54:48.963440"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 48.69,
  "referencePrice": 48.69,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++1, WMvalue: 38.79, 趋势强度: 70.6%\n动能一致性: 强一致 (4/4)\nMomo State: 震荡偏多 (-1+2)\nHTF: B+4,strongpass, WMvalue: 14.47, 趋势强度: 70.6%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.0538098172109265e+100%,1H压力下方2.0538098172109265e+100%｜支撑:距4H支撑37.65%,距1H支撑30.52%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.198 bearish(caution) [XGB:0.183/RF:0.221]\n多维综合评级: A++1 M+1 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=70×ml=0.75)\nML模型 ❌: XGB:❌(0.2632<0.4800) | LGBM:❌(0.3334<0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | MSwing=-1\n最终仓位: 52%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "10",
  "takeProfit": {
    "limitPrice": 51.12
  },
  "stopLoss": {
    "stopPrice": 45.64
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++1",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++1, WMvalue: 38.79, 趋势强度: 70.6%\n动能一致性: 强一致 (4/4)\nMomo State: 震荡偏多 (-1+2)\nHTF: B+4,strongpass, WMvalue: 14.47, 趋势强度: 70.6%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.0538098172109265e+100%,1H压力下方2.0538098172109265e+100%｜支撑:距4H支撑37.65%,距1H支撑30.52%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.198 bearish(caution) [XGB:0.183/RF:0.221]\n多维综合评级: A++1 M+1 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=70×ml=0.75)\nML模型 ❌: XGB:❌(0.2632<0.4800) | LGBM:❌(0.3334<0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | MSwing=-1\n最终仓位: 52%",
    "reason": "ABC:A++1(0.600) | HTF:strongpass | 6D:当前A级+HTF规则strongpass | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H压力下方2.0538098172109265e+100%,1H压力下方2.0538098172109265e+100%｜支撑:距4H支撑37.65%,距1H支撑30.52% | L6:[MRC极强] APEX_BULL+A++1级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:45:24.788278"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 47.64,
  "referencePrice": 47.64,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 8.44, 趋势强度: 58.8%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 57.32, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.099076406381192e+100%,1H压力下方2.099076406381192e+100%｜支撑:距4H支撑36.27%,距1H支撑28.99%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.196 bearish(caution) [XGB:0.191/RF:0.202]\n多维综合评级: B+4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1109<0.3000) | LGBM:❌(0.0076<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "originalIndicator": "AImonitor-MAMA短期趋势"
  },
  "quantity": "4",
  "takeProfit": {
    "limitPrice": 50.02
  },
  "stopLoss": {
    "stopPrice": 46.21
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 8.44, 趋势强度: 58.8%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 57.32, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.099076406381192e+100%,1H压力下方2.099076406381192e+100%｜支撑:距4H支撑36.27%,距1H支撑28.99%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.196 bearish(caution) [XGB:0.191/RF:0.202]\n多维综合评级: B+4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1109<0.3000) | LGBM:❌(0.0076<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "reason": "ABC:B+4(0.550) | HTF:pass | 6D:当前B级但动能Momo强+HTFB+4支持+HTF规则pass | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H压力下方2.099076406381192e+100%,1H压力下方2.099076406381192e+100%｜支撑:距4H支撑36.27%,距1H支撑28.99% | L6:[MRC极强] APEX_BULL+B+4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:22:23.969673"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 99.24,
  "referencePrice": 99.24,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-动能全面共振\nSignal: A+4, WMvalue: 20.25, 趋势强度: 94.1%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 38.83, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方12.33%,1H压力下方7.52%｜支撑:距4H支撑34.01%,距1H支撑8.3%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.201 bearish(caution) [XGB:0.183/RF:0.227]\n多维综合评级: A+4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass",
    "originalIndicator": "AImonitor-动能全面共振"
  },
  "quantity": "20",
  "takeProfit": {
    "limitPrice": 104.2
  },
  "stopLoss": {
    "stopPrice": 96.26
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A+4",
    "final_rating": "📌AImonitor-动能全面共振\nSignal: A+4, WMvalue: 20.25, 趋势强度: 94.1%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 38.83, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方12.33%,1H压力下方7.52%｜支撑:距4H支撑34.01%,距1H支撑8.3%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.201 bearish(caution) [XGB:0.183/RF:0.227]\n多维综合评级: A+4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass",
    "reason": "ABC:A+4(0.550) | HTF:strongpass | 6D:完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方12.33%,1H压力下方7.52%｜支撑:距4H支撑34.01%,距1H支撑8.3% | L6:[MRC极强] APEX_BULL+A+4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:15:38.213569"
}

{
  "ticker": "ORCX",
  "action": "buy",
  "price": 43.7,
  "referencePrice": 43.7,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.59, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,pass, WMvalue: 42.69, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方0.92%,1H压力下方4.0%｜支撑:距4H支撑21.26%,距1H支撑10.49%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.213 bearish(caution) [XGB:0.183/RF:0.258]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "205",
  "takeProfit": {
    "limitPrice": 45.88
  },
  "stopLoss": {
    "stopPrice": 42.39
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.59, 趋势强度: 88.2%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,pass, WMvalue: 42.69, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方0.92%,1H压力下方4.0%｜支撑:距4H支撑21.26%,距1H支撑10.49%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.213 bearish(caution) [XGB:0.183/RF:0.258]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "reason": "ABC:A++4(0.600) | HTF:pass | 6D:HTF规则pass但6维度强势 → 升级为strongpass | L4:完美确认：6维度strongpass + V评级V1 | L5:OB中性｜压力:4H压力下方0.92%,1H压力下方4.0%｜支撑:距4H支撑21.26%,距1H支撑10.49% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:15:22.419962"
}

{
  "action": "buy",
  "extras": {
    "indicator": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 34.52, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 7.77, 趋势强度: 29.4%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方7.01%,1H支撑上方2.64%｜阻力:距4H阻力7.52%,距1H阻力11.94%\nDeviation: 83.7% → 仓位x0.4\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.154 bearish(caution) [XGB:0.118/RF:0.208]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1016<0.5800) | LGBM:❌(0.0263<0.5800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "timeframe": "5",
    "initialSlPct": 2,
    "trailingStop": {
      "ladder": [
        {
          "profitPct": 2.2,
          "newStopPct": 1
        },
        {
          "profitPct": 3.5,
          "newStopPct": 2.1
        },
        {
          "profitPct": 4.5,
          "newStopPct": 3.5
        },
        {
          "profitPct": 5.3,
          "newStopPct": 3.8
        }
      ],
      "trailPct": 2,
      "activationPct": 5.3
    },
    "originalIndicator": "Trend Optimizer Strategy"
  },
  "ticker": "ALAB",
  "quantity": "5",
  "stopLoss": {
    "stopPrice": 205.2
  },
  "takeProfit": {
    "limitPrice": 218.71
  },
  "referencePrice": 209.06,
  "timeframe": "5",
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 34.52, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 7.77, 趋势强度: 29.4%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方7.01%,1H支撑上方2.64%｜阻力:距4H阻力7.52%,距1H阻力11.94%\nDeviation: 83.7% → 仓位x0.4\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.154 bearish(caution) [XGB:0.118/RF:0.208]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1016<0.5800) | LGBM:❌(0.0263<0.5800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "reason": "阶段1: A++4级 (总分0.6, WMvalue: 34.52) | 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V1 | 阶段5(OB): 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方7.01%,1H支撑上方2.64%｜阻力:距4H阻力7.52%,距1H阻力11.94% | 乖离率: 83.7%(x1.25)→仓位x0.4 | 阶段6(MRC): [MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "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": 0.6,
      "momentum_check": {
        "passed": true,
        "aligned_count": 4,
        "details": "4/4个指标看涨: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend",
        "wavematrix_status": "强一致",
        "wavematrix_value": 2
      },
      "tsi_check": {
        "passed": true,
        "threshold": 40.0,
        "details": "TSI=34.52 < 40.0 (避免超买)"
      },
      "tsi_value": 34.51620076827176
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:05:17.124608"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 47.52,
  "referencePrice": 47.52,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 7.08, 趋势强度: 58.8%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 57.28, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1043771043771044e+100%,1H压力下方2.1043771043771044e+100%｜支撑:距4H支撑36.11%,距1H支撑28.81%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.196 bearish(caution) [XGB:0.191/RF:0.202]\n多维综合评级: B+4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1074<0.3000) | LGBM:❌(0.0091<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "originalIndicator": "AImonitor-MAMA短期趋势"
  },
  "quantity": "4",
  "takeProfit": {
    "limitPrice": 49.9
  },
  "stopLoss": {
    "stopPrice": 46.09
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 7.08, 趋势强度: 58.8%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 57.28, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1043771043771044e+100%,1H压力下方2.1043771043771044e+100%｜支撑:距4H支撑36.11%,距1H支撑28.81%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.196 bearish(caution) [XGB:0.191/RF:0.202]\n多维综合评级: B+4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1074<0.3000) | LGBM:❌(0.0091<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "reason": "ABC:B+4(0.550) | HTF:pass | 6D:当前B级但动能Momo强+HTFB+4支持+HTF规则pass | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H压力下方2.1043771043771044e+100%,1H压力下方2.1043771043771044e+100%｜支撑:距4H支撑36.11%,距1H支撑28.81% | L6:[MRC极强] APEX_BULL+B+4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T18:01:05.373331"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.509,
  "referencePrice": 13.51,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 38.3, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++1,strongpass, WMvalue: 10.1, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方6.06%,1H压力下方0.38%｜支撑:距4H支撑21.24%,距1H支撑3.62%\n\nMarketRegime: APEX_BULL\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nML: 0.242 bearish(caution) [XGB:0.269/RF:0.202]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.75)\nML模型 ❌: XGB:✅(0.4693≥0.4600) | LGBM:❌(0.0950<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 60%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "44",
  "takeProfit": {
    "limitPrice": 14.18
  },
  "stopLoss": {
    "stopPrice": 13.1
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 38.3, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++1,strongpass, WMvalue: 10.1, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方6.06%,1H压力下方0.38%｜支撑:距4H支撑21.24%,距1H支撑3.62%\n\nMarketRegime: APEX_BULL\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nML: 0.242 bearish(caution) [XGB:0.269/RF:0.202]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.75)\nML模型 ❌: XGB:✅(0.4693≥0.4600) | LGBM:❌(0.0950<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 60%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:高质量信号：当前A级强势+HTFA++1支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方6.06%,1H压力下方0.38%｜支撑:距4H支撑21.24%,距1H支撑3.62% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T17:52:26.639576"
}

{
  "ticker": "ORCX",
  "action": "buy",
  "price": 43.45,
  "referencePrice": 43.45,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.05, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,pass, WMvalue: 41.97, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方1.5%,1H压力下方4.6%｜支撑:距4H支撑20.81%,距1H支撑9.98%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.202 bearish(caution) [XGB:0.183/RF:0.229]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "207",
  "takeProfit": {
    "limitPrice": 45.62
  },
  "stopLoss": {
    "stopPrice": 42.15
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.05, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,pass, WMvalue: 41.97, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方1.5%,1H压力下方4.6%｜支撑:距4H支撑20.81%,距1H支撑9.98%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.202 bearish(caution) [XGB:0.183/RF:0.229]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "reason": "ABC:A++4(0.600) | HTF:pass | 6D:HTF规则pass但6维度强势 → 升级为strongpass | L4:完美确认：6维度strongpass + V评级V1 | L5:OB中性｜压力:4H压力下方1.5%,1H压力下方4.6%｜支撑:距4H支撑20.81%,距1H支撑9.98% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T17:46:05.579470"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 47.375,
  "referencePrice": 47.38,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 6.02, 趋势强度: 58.8%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 58.1, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1108179419525065e+100%,1H压力下方2.1108179419525065e+100%｜支撑:距4H支撑35.92%,距1H支撑28.59%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.184 bearish(caution) [XGB:0.174/RF:0.200]\n多维综合评级: B+4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1363<0.3000) | LGBM:❌(0.0097<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "originalIndicator": "AImonitor-MAMA短期趋势"
  },
  "quantity": "4",
  "takeProfit": {
    "limitPrice": 49.74
  },
  "stopLoss": {
    "stopPrice": 45.95
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 6.02, 趋势强度: 58.8%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 58.1, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1108179419525065e+100%,1H压力下方2.1108179419525065e+100%｜支撑:距4H支撑35.92%,距1H支撑28.59%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.184 bearish(caution) [XGB:0.174/RF:0.200]\n多维综合评级: B+4 M+4 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1363<0.3000) | LGBM:❌(0.0097<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 20%",
    "reason": "ABC:B+4(0.550) | HTF:pass | 6D:当前B级但动能Momo强+HTFB+4支持+HTF规则pass | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H压力下方2.1108179419525065e+100%,1H压力下方2.1108179419525065e+100%｜支撑:距4H支撑35.92%,距1H支撑28.59% | L6:[MRC极强] APEX_BULL+B+4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T17:45:13.395149"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.585,
  "referencePrice": 13.59,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 37.55, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 39.29, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方5.47%｜支撑:距4H支撑21.68%,距1H支撑4.16%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.204 bearish(caution) [XGB:0.183/RF:0.235]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6731≥0.4400) | LGBM:✅(0.9100≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "110",
  "takeProfit": {
    "limitPrice": 14.26
  },
  "stopLoss": {
    "stopPrice": 13.18
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 37.55, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 39.29, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方5.47%｜支撑:距4H支撑21.68%,距1H支撑4.16%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.204 bearish(caution) [XGB:0.183/RF:0.235]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6731≥0.4400) | LGBM:✅(0.9100≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方5.47%｜支撑:距4H支撑21.68%,距1H支撑4.16% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T17:36:49.923874"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.57,
  "referencePrice": 13.57,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 37.56, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 37.49, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方5.58%｜支撑:距4H支撑21.59%,距1H支撑4.05%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.202 bearish(caution) [XGB:0.180/RF:0.235]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7825≥0.4400) | LGBM:✅(0.9429≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "110",
  "takeProfit": {
    "limitPrice": 14.25
  },
  "stopLoss": {
    "stopPrice": 13.16
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 37.56, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 37.49, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方5.58%｜支撑:距4H支撑21.59%,距1H支撑4.05%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.202 bearish(caution) [XGB:0.180/RF:0.235]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7825≥0.4400) | LGBM:✅(0.9429≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方5.58%｜支撑:距4H支撑21.59%,距1H支撑4.05% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T17:26:48.342016"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.555,
  "referencePrice": 13.55,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 37.1, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 37.42, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方5.7%,1H压力下方0.04%｜支撑:距4H支撑21.5%,距1H支撑3.95%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.204 bearish(caution) [XGB:0.183/RF:0.235]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7929≥0.4400) | LGBM:✅(0.9666≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "110",
  "takeProfit": {
    "limitPrice": 14.23
  },
  "stopLoss": {
    "stopPrice": 13.15
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 37.1, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++4,strongpass, WMvalue: 37.42, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方5.7%,1H压力下方0.04%｜支撑:距4H支撑21.5%,距1H支撑3.95%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.204 bearish(caution) [XGB:0.183/RF:0.235]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7929≥0.4400) | LGBM:✅(0.9666≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方5.7%,1H压力下方0.04%｜支撑:距4H支撑21.5%,距1H支撑3.95% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T17:20:46.954881"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.505,
  "referencePrice": 13.51,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 30.55, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+1,strongpass, WMvalue: 4.07, 趋势强度: 76.5%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方6.09%,1H压力下方0.41%｜支撑:距4H支撑21.21%,距1H支撑3.59%\n\nMarketRegime: APEX_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.251 bearish(caution) [XGB:0.280/RF:0.206]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6898≥0.4600) | LGBM:✅(0.7903≥0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "111",
  "takeProfit": {
    "limitPrice": 14.18
  },
  "stopLoss": {
    "stopPrice": 13.1
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 30.55, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+1,strongpass, WMvalue: 4.07, 趋势强度: 76.5%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方6.09%,1H压力下方0.41%｜支撑:距4H支撑21.21%,距1H支撑3.59%\n\nMarketRegime: APEX_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.251 bearish(caution) [XGB:0.280/RF:0.206]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6898≥0.4600) | LGBM:✅(0.7903≥0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:高质量信号：当前A级强势+HTFB+1支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方6.09%,1H压力下方0.41%｜支撑:距4H支撑21.21%,距1H支撑3.59% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:59:22.075704"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 205.8,
  "referencePrice": 205.8,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -49.62, 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-4,strongpass, WMvalue: 10.04, 趋势强度: 58.8%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: VOID (UUUU)\nOB: OB中性｜压力:4H压力下方9.22%,1H压力下方13.71%｜支撑:距4H支撑5.54%,距1H支撑1.09%\n\nMarketRegime: BULL_TRAP\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.433 weak(caution) [XGB:0.364/RF:0.537]\n多维综合评级: A-4 M-4 VOID\nFinal Decision: REJECT - [MRC规则] MRC=1(BULL_TRAP)与做空方向冲突\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → ml_only(ml=105×0.75)\nML模型 ✅: XGB:✅(0.7613≥0.5200) | LGBM:✅(0.7655≥0.5200)\n8层矩阵 proxy❌ 实❌: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 79%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "19",
  "takeProfit": {
    "limitPrice": 193.45
  },
  "stopLoss": {
    "stopPrice": 211.97
  },
  "filter_result": {
    "decision": "reject",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -49.62, 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-4,strongpass, WMvalue: 10.04, 趋势强度: 58.8%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: VOID (UUUU)\nOB: OB中性｜压力:4H压力下方9.22%,1H压力下方13.71%｜支撑:距4H支撑5.54%,距1H支撑1.09%\n\nMarketRegime: BULL_TRAP\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.433 weak(caution) [XGB:0.364/RF:0.537]\n多维综合评级: A-4 M-4 VOID\nFinal Decision: REJECT - [MRC规则] MRC=1(BULL_TRAP)与做空方向冲突\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → ml_only(ml=105×0.75)\nML模型 ✅: XGB:✅(0.7613≥0.5200) | LGBM:✅(0.7655≥0.5200)\n8层矩阵 proxy❌ 实❌: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 79%",
    "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:VOID豁免通过：当前A-级、6维度strongpass、HTF规则strongpass | L5:OB中性｜压力:4H压力下方9.22%,1H压力下方13.71%｜支撑:距4H支撑5.54%,距1H支撑1.09% | L6:[MRC规则] MRC=1(BULL_TRAP)与做空方向冲突",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:53:47.032270"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 47.0,
  "referencePrice": 47.0,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 5.34, 趋势强度: 35.3%\n动能一致性: 较弱 (2/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 59.7, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.127659574468085e+100%,1H压力下方2.127659574468085e+100%｜支撑:距4H支撑35.4%,距1H支撑28.02%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.206 bearish(caution) [XGB:0.216/RF:0.191]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.2218<0.3000) | LGBM:❌(0.0114<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=1 | TSIHA=-1.00, TrendStr=35%\n最终仓位: 20%",
    "originalIndicator": "AImonitor-MAMA短期趋势"
  },
  "quantity": "4",
  "takeProfit": {
    "limitPrice": 49.35
  },
  "stopLoss": {
    "stopPrice": 45.59
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 5.34, 趋势强度: 35.3%\n动能一致性: 较弱 (2/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 59.7, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.127659574468085e+100%,1H压力下方2.127659574468085e+100%｜支撑:距4H支撑35.4%,距1H支撑28.02%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.206 bearish(caution) [XGB:0.216/RF:0.191]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.2218<0.3000) | LGBM:❌(0.0114<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=1 | TSIHA=-1.00, TrendStr=35%\n最终仓位: 20%",
    "reason": "ABC:B+4(0.410) | HTF:pass | 6D:双方都弱：当前B级弱动能+HTF弱动能 | L4:6维度已拒绝，V评级确认维持 (V=V1) | L5:OB中性｜压力:4H压力下方2.127659574468085e+100%,1H压力下方2.127659574468085e+100%｜支撑:距4H支撑35.4%,距1H支撑28.02% | L6:[MRC极强] APEX_BULL+B+4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:40:49.192686"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.415,
  "referencePrice": 13.41,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.74, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+1,pass, WMvalue: 27.24, 趋势强度: 64.7%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方6.8%,1H压力下方1.08%｜支撑:距4H支撑20.69%,距1H支撑2.94%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.207 bearish(caution) [XGB:0.183/RF:0.243]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7313≥0.4400) | LGBM:✅(0.8951≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "111",
  "takeProfit": {
    "limitPrice": 14.09
  },
  "stopLoss": {
    "stopPrice": 13.01
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.74, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+1,pass, WMvalue: 27.24, 趋势强度: 64.7%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方6.8%,1H压力下方1.08%｜支撑:距4H支撑20.69%,距1H支撑2.94%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.207 bearish(caution) [XGB:0.183/RF:0.243]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7313≥0.4400) | LGBM:✅(0.8951≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "reason": "ABC:A++4(0.600) | HTF:pass | 6D:HTF规则pass但6维度强势 → 升级为strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方6.8%,1H压力下方1.08%｜支撑:距4H支撑20.69%,距1H支撑2.94% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:37:40.131761"
}

{
  "data": {
    "ETFQTY": "1000",
    "obData": "Timeframe: ; Bullish OB: 120.31 - 120.31; Bearish OB: 120.31 - 120.31",
    "symbol": "CRCL",
    "MAtrend": "1",
    "pmaText": "PMA Bullish",
    "POCtrend": "2",
    "adxValue": "23.2540653885",
    "CVDsignal": "cvdAboveMA",
    "SQZsignal": "no squeeze",
    "MOMOsignal": "bullishmomo",
    "choppiness": "32.1641170611",
    "RSIHAsignal": "BullishHA",
    "poc_summary": "Daily POC: 118.00; Prev DailyPOC: 115.00; Weekly POC: 118.00; Prev Weekly POC: 95.00; Monthly POC: 118.00; Prev Monthly POC: 105.00",
    "AIbandsignal": "green uptrend",
    "center_trend": "Strong Bullish",
    "ratingstatus": "Bullish-Strong-TrendDriven",
    "HTFwave_signal": "Neutral",
    "TrendTracerHTF": "1",
    "ewotrend_state": "Strong Bullish",
    "lastDemandText": "117.17 - 116.29 | 5m",
    "lastSupplyText": "119.59 - 118.67 | 5m",
    "FormattedScores": "S:0 / L:5",
    "rsi_state_trend": "Neutral",
    "wavemarket_state": "Long Strong",
    "Current_timeframe": "5",
    "TrendTracersignal": "1",
    "MAtrend_timeframe1": "3",
    "MAtrend_timeframe2": "1",
    "Middle_smooth_trend": "Bullish +",
    "adaptive_timeframe_1": "15",
    "adaptive_timeframe_2": "60",
    "choppingrange_signal": "no chopping",
    "trend_change_volatility_stop": "114.15"
  },
  "action": "buy",
  "extras": {
    "risk": 1,
    "indicator": "📌algo X SniperBuy MainTrend AI\nSignal: A++4, WMvalue: 23.92, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++0,strongpass, WMvalue: 8.89, 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) | 15\nMarket Structure: V1 (UUUU)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方22.81%,1H支撑上方24.55%｜阻力:距4H阻力6.24%,距1H阻力4.21%\nDeviation: 26.7% → 仓位x1.0\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nML: 0.259 bearish(caution) [XGB:0.280/RF:0.227]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "oscrating": 90,
    "timeframe": "5m",
    "trendrating": 110,
    "referencePrice": 120.31,
    "originalIndicator": "algo X SniperBuy MainTrend AI"
  },
  "ticker": "CRCL",
  "quantity": "66",
  "stopLoss": {
    "stopPrice": 117.96
  },
  "takeProfit": {
    "limitPrice": 124.72
  },
  "timeframe": "5m",
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌algo X SniperBuy MainTrend AI\nSignal: A++4, WMvalue: 23.92, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A++0,strongpass, WMvalue: 8.89, 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) | 15\nMarket Structure: V1 (UUUU)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方22.81%,1H支撑上方24.55%｜阻力:距4H阻力6.24%,距1H阻力4.21%\nDeviation: 26.7% → 仓位x1.0\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nML: 0.259 bearish(caution) [XGB:0.280/RF:0.227]\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认",
    "reason": "阶段1: A++4级 (总分0.6, WMvalue: 23.92) | 阶段2: HTF规则strongpass | 阶段3(6维度): 高质量信号：当前A级强势+HTFA++0支持+HTF规则strongpass | 阶段4(V评级): 完美确认：6维度strongpass + V评级V1 | 阶段5(OB): 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方22.81%,1H支撑上方24.55%｜阻力:距4H阻力6.24%,距1H阻力4.21% | POC空间: 100.0% | 乖离率: 26.7%(x1.45)→仓位x1.0 | 阶段6(MRC): ",
    "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": 0.6,
      "momentum_check": {
        "passed": true,
        "aligned_count": 4,
        "details": "4/4个指标看涨: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend",
        "wavematrix_status": "强一致",
        "wavematrix_value": 2
      },
      "tsi_check": {
        "passed": true,
        "threshold": 40.0,
        "details": "TSI=23.92 < 40.0 (避免超买)"
      },
      "tsi_value": 23.922582642050852
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:30:49.722911"
}

{
  "action": "buy",
  "extras": {
    "indicator": "📌⚡KNN Machine Optimized\nSignal: B+2, WMvalue: -0.62, 趋势强度: 35.3%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏多 (1+1)\nHTF: B+1,pass, WMvalue: 6.79, 趋势强度: 41.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 15\nMarket Structure: V3 (UUDD)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方18.52%,1H支撑上方4.07%｜阻力:距4H阻力133.33%,距1H阻力21.23%\nDeviation: 1.5% → 仓位x1.0\nMarketRegime: APEX_BULL\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nML: 0.180 bearish(caution) [XGB:0.183/RF:0.176]\n多维综合评级: B+2 M+2 V3\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V3)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=40×ml=0.3)\nML模型 ❌: XGB:❌(0.2299<0.3000) | LGBM:❌(0.0941<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=4 | POC=-1, Squeeze=1, TrendStr=35%, MAlt=-1\n最终仓位: 20%",
    "timeframe": "5",
    "initialSlPct": 2,
    "trailingStop": {
      "ladder": [
        {
          "profitPct": 2,
          "newStopPct": 0
        },
        {
          "profitPct": 3.5,
          "newStopPct": 2
        },
        {
          "profitPct": 4.2,
          "newStopPct": 2.8
        },
        {
          "profitPct": 5.1,
          "newStopPct": 4.1
        }
      ],
      "trailPct": 2.2,
      "activationPct": 5.5
    },
    "originalIndicator": "⚡KNN Machine Optimized"
  },
  "ticker": "HOOG",
  "quantity": "39",
  "stopLoss": {
    "stopPrice": 19.94
  },
  "takeProfit": {
    "limitPrice": 20.87
  },
  "referencePrice": 20.25,
  "timeframe": "5",
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+2",
    "final_rating": "📌⚡KNN Machine Optimized\nSignal: B+2, WMvalue: -0.62, 趋势强度: 35.3%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏多 (1+1)\nHTF: B+1,pass, WMvalue: 6.79, 趋势强度: 41.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 15\nMarket Structure: V3 (UUDD)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方18.52%,1H支撑上方4.07%｜阻力:距4H阻力133.33%,距1H阻力21.23%\nDeviation: 1.5% → 仓位x1.0\nMarketRegime: APEX_BULL\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nML: 0.180 bearish(caution) [XGB:0.183/RF:0.176]\n多维综合评级: B+2 M+2 V3\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V3)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=40×ml=0.3)\nML模型 ❌: XGB:❌(0.2299<0.3000) | LGBM:❌(0.0941<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=4 | POC=-1, Squeeze=1, TrendStr=35%, MAlt=-1\n最终仓位: 20%",
    "reason": "阶段1: B+2级 (总分0.31, WMvalue: -0.62) | 阶段2: HTF规则pass | 阶段3(6维度): 未匹配任何通过规则：cur_T2/solid/neutral, htf_T2/solid/neutral, htf_rule=pass | 阶段4(V评级): 6维度已拒绝，V评级确认维持 (V=V3) | 阶段5(OB): 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方18.52%,1H支撑上方4.07%｜阻力:距4H阻力133.33%,距1H阻力21.23% | 乖离率: 1.5%(x1.3)→仓位x1.0 | 阶段6(MRC): [MRC极强] APEX_BULL+B+2级+HTF通过，强势做多",
    "scores": {
      "main_trend_raw": 0,
      "main_trend_normalized": 0.0,
      "main_trend_weighted": 0.0,
      "wave_raw": 3.5999999999999996,
      "wave_components": {
        "wavematrixtrend": 1,
        "momentum_state": 1,
        "tsimastatus": 1,
        "tsiha": 1,
        "rsiha": -1,
        "calculated": 3.6,
        "limited": 3.6
      },
      "momo_indicators": {
        "momo_swing_state": 1,
        "momo_longswing_state": 1,
        "momo_composite_score": 2
      },
      "wave_normalized": 0.72,
      "wave_weighted": 0.36,
      "structural_raw": -1.0,
      "structural_normalized": -0.5,
      "structural_weighted": -0.05,
      "total_score": 0.31,
      "momentum_check": {
        "passed": true,
        "aligned_count": 3,
        "details": "3/4个指标看涨: TSIHA, TSIMASTATUS, Wavematrixtrend",
        "wavematrix_status": "一致",
        "wavematrix_value": 1
      },
      "tsi_check": {
        "passed": true,
        "threshold": 40.0,
        "details": "TSI=-0.62 < 40.0 (避免超买)"
      },
      "tsi_value": -0.616129157673356
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:30:35.371247"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 205.42,
  "referencePrice": 205.42,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-Bias平滑趋势信号\nSignal: A-4, WMvalue: -48.75, 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-4,strongpass, WMvalue: 10.08, 趋势强度: 58.8%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: VOID (UUUU)\nOB: OB中性｜压力:4H压力下方9.42%,1H压力下方13.92%｜支撑:距4H支撑5.36%,距1H支撑0.91%\n\nMarketRegime: BULL_TRAP\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.433 weak(caution) [XGB:0.364/RF:0.537]\n多维综合评级: A-4 M-4 VOID\nFinal Decision: REJECT - [MRC规则] MRC=1(BULL_TRAP)与做空方向冲突\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → ml_only(ml=125×0.75)\nML模型 ✅: XGB:✅(0.8018≥0.5200) | LGBM:✅(0.8311≥0.5200)\n8层矩阵 proxy❌ 实❌: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 94%",
    "originalIndicator": "AImonitor-Bias平滑趋势信号"
  },
  "quantity": "23",
  "takeProfit": {
    "limitPrice": 193.09
  },
  "stopLoss": {
    "stopPrice": 211.58
  },
  "filter_result": {
    "decision": "reject",
    "rating": "A-4",
    "final_rating": "📌AImonitor-Bias平滑趋势信号\nSignal: A-4, WMvalue: -48.75, 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-4,strongpass, WMvalue: 10.08, 趋势强度: 58.8%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: VOID (UUUU)\nOB: OB中性｜压力:4H压力下方9.42%,1H压力下方13.92%｜支撑:距4H支撑5.36%,距1H支撑0.91%\n\nMarketRegime: BULL_TRAP\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.433 weak(caution) [XGB:0.364/RF:0.537]\n多维综合评级: A-4 M-4 VOID\nFinal Decision: REJECT - [MRC规则] MRC=1(BULL_TRAP)与做空方向冲突\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → ml_only(ml=125×0.75)\nML模型 ✅: XGB:✅(0.8018≥0.5200) | LGBM:✅(0.8311≥0.5200)\n8层矩阵 proxy❌ 实❌: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 94%",
    "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:VOID豁免通过：当前A-级、6维度strongpass、HTF规则strongpass | L5:OB中性｜压力:4H压力下方9.42%,1H压力下方13.92%｜支撑:距4H支撑5.36%,距1H支撑0.91% | L6:[MRC规则] MRC=1(BULL_TRAP)与做空方向冲突",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:30:13.287147"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 46.46,
  "referencePrice": 46.46,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 5.67, 趋势强度: 23.5%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 59.63, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1523891519586742e+100%,1H压力下方2.1523891519586742e+100%｜支撑:距4H支撑34.65%,距1H支撑27.18%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.175 bearish(caution) [XGB:0.169/RF:0.185]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1597<0.3000) | LGBM:❌(0.0050<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=1 | TSIHA=-1.00, TrendStr=24%\n最终仓位: 20%",
    "originalIndicator": "AImonitor-MAMA短期趋势"
  },
  "quantity": "4",
  "takeProfit": {
    "limitPrice": 48.78
  },
  "stopLoss": {
    "stopPrice": 45.07
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 5.67, 趋势强度: 23.5%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 59.63, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1523891519586742e+100%,1H压力下方2.1523891519586742e+100%｜支撑:距4H支撑34.65%,距1H支撑27.18%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.175 bearish(caution) [XGB:0.169/RF:0.185]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.3)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.1597<0.3000) | LGBM:❌(0.0050<0.3000)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=1 | TSIHA=-1.00, TrendStr=24%\n最终仓位: 20%",
    "reason": "ABC:B+4(0.270) | HTF:pass | 6D:当前动能分歧(1/4)，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压力下方2.1523891519586742e+100%,1H压力下方2.1523891519586742e+100%｜支撑:距4H支撑34.65%,距1H支撑27.18% | L6:[MRC极强] APEX_BULL+B+4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:22:19.506078"
}

{
  "data": {
    "ETFQTY": "1000",
    "obData": "Timeframe: ; Bullish OB: 119.47 - 119.47; Bearish OB: 119.47 - 119.47",
    "symbol": "CRCL",
    "MAtrend": "1",
    "pmaText": "PMA Bullish",
    "POCtrend": "2",
    "adxValue": "21.3770319426",
    "CVDsignal": "cvdAboveMA",
    "SQZsignal": "no squeeze",
    "MOMOsignal": "bullishmomo",
    "choppiness": "40.4362627742",
    "RSIHAsignal": "BullishHA",
    "poc_summary": "Daily POC: 118.00; Prev DailyPOC: 115.00; Weekly POC: 118.00; Prev Weekly POC: 95.00; Monthly POC: 118.00; Prev Monthly POC: 105.00",
    "AIbandsignal": "red downtrend",
    "center_trend": "Strong Bullish",
    "ratingstatus": "Bullish-Strong-TrendDriven",
    "HTFwave_signal": "Neutral",
    "TrendTracerHTF": "1",
    "ewotrend_state": "Strong Bullish",
    "lastDemandText": "114.15 - 113.21 | 5m",
    "lastSupplyText": "119.59 - 118.67 | 5m",
    "FormattedScores": "S:0 / L:5",
    "rsi_state_trend": "Neutral",
    "wavemarket_state": "Long Strong",
    "Current_timeframe": "5",
    "TrendTracersignal": "1",
    "MAtrend_timeframe1": "3",
    "MAtrend_timeframe2": "1",
    "Middle_smooth_trend": "Bullish +",
    "adaptive_timeframe_1": "15",
    "adaptive_timeframe_2": "60",
    "choppingrange_signal": "no chopping",
    "trend_change_volatility_stop": "119.78"
  },
  "action": "buy",
  "extras": {
    "risk": 1,
    "indicator": "📌algo X SniperBuy TrendTracer\nSignal: A++4, WMvalue: 18.18, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B-3,pass, WMvalue: 5.31, 趋势强度: 29.4%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 强空头 (-2+-1) | 15\nMarket Structure: V1 (UUUU)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方22.36%,1H支撑上方24.11%｜阻力:距4H阻力6.86%,距1H阻力4.82%\nDeviation: 24.3% → 仓位x1.0\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nML: 0.256 bearish(caution) [XGB:0.280/RF:0.220]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 正常通过",
    "oscrating": 85,
    "timeframe": "5m",
    "trendrating": 90,
    "referencePrice": 119.47,
    "originalIndicator": "algo X SniperBuy TrendTracer"
  },
  "ticker": "CRCL",
  "quantity": "46",
  "stopLoss": {
    "stopPrice": 117.22
  },
  "takeProfit": {
    "limitPrice": 123.7
  },
  "timeframe": "5m",
  "filter_result": {
    "decision": "pass",
    "rating": "A++4",
    "final_rating": "📌algo X SniperBuy TrendTracer\nSignal: A++4, WMvalue: 18.18, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B-3,pass, WMvalue: 5.31, 趋势强度: 29.4%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 强空头 (-2+-1) | 15\nMarket Structure: V1 (UUUU)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方22.36%,1H支撑上方24.11%｜阻力:距4H阻力6.86%,距1H阻力4.82%\nDeviation: 24.3% → 仓位x1.0\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nML: 0.256 bearish(caution) [XGB:0.280/RF:0.220]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 正常通过",
    "reason": "阶段1: A++4级 (总分0.6, WMvalue: 18.18) | 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V1 | 阶段5(OB): 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方22.36%,1H支撑上方24.11%｜阻力:距4H阻力6.86%,距1H阻力4.82% | POC空间: 100.0% | 乖离率: 24.3%(x1.35)→仓位x1.0 | 阶段6(MRC): ",
    "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": 0.6,
      "momentum_check": {
        "passed": true,
        "aligned_count": 4,
        "details": "4/4个指标看涨: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend",
        "wavematrix_status": "强一致",
        "wavematrix_value": 2
      },
      "tsi_check": {
        "passed": true,
        "threshold": 40.0,
        "details": "TSI=18.18 < 40.0 (避免超买)"
      },
      "tsi_value": 18.182661344102122
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:15:33.046914"
}

{
  "action": "sell",
  "extras": {
    "indicator": "📌Trend Optimizer Strategy\nSignal: B+4, WMvalue: 36.26, 趋势强度: 100%\n动能一致性: 分歧 (0/4)\nMomo State: 共振多头 (2+2)\nHTF: A-4,reject, WMvalue: -66.78, 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: V4 (DUDD)\n🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限161%(3.64>=2.26[调整后])，硬拒绝\nDeviation: 160.9% → 仓位x0\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.369 bearish(caution) [XGB:0.437/RF:0.268]\n多维综合评级: B+4 M+4 V4\nFinal Decision: REJECT - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限161%(3.64>=2.26[调整后])，硬拒绝，MRC不可覆盖\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → ml_only(ml=125×0.4)\nML模型 ✅: XGB:✅(0.3708≥0.3000) | LGBM:✅(0.6061≥0.3000)\n8层矩阵 proxy❌ 实❌: 硬逆势=2 软逆势=3 | TSIHA=1.00, Wavematrix=2, momo=4, MAlt=1, MSwing=2\n最终仓位: 50%",
    "timeframe": "5",
    "initialSlPct": 2,
    "trailingStop": {
      "ladder": [
        {
          "profitPct": 2.2,
          "newStopPct": 1
        },
        {
          "profitPct": 2.6,
          "newStopPct": 1.9
        },
        {
          "profitPct": 4.3,
          "newStopPct": 2.9
        },
        {
          "profitPct": 5.3,
          "newStopPct": 4.3
        }
      ],
      "trailPct": 2.2,
      "activationPct": 5.3
    },
    "originalIndicator": "Trend Optimizer Strategy"
  },
  "ticker": "GDXU",
  "quantity": "34",
  "stopLoss": {
    "stopPrice": 191.47
  },
  "takeProfit": {
    "limitPrice": 177.4
  },
  "referencePrice": 187.45,
  "timeframe": "5",
  "filter_result": {
    "decision": "reject",
    "rating": "B+4",
    "final_rating": "📌Trend Optimizer Strategy\nSignal: B+4, WMvalue: 36.26, 趋势强度: 100%\n动能一致性: 分歧 (0/4)\nMomo State: 共振多头 (2+2)\nHTF: A-4,reject, WMvalue: -66.78, 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: V4 (DUDD)\n🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限161%(3.64>=2.26[调整后])，硬拒绝\nDeviation: 160.9% → 仓位x0\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.369 bearish(caution) [XGB:0.437/RF:0.268]\n多维综合评级: B+4 M+4 V4\nFinal Decision: REJECT - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限161%(3.64>=2.26[调整后])，硬拒绝，MRC不可覆盖\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → ml_only(ml=125×0.4)\nML模型 ✅: XGB:✅(0.3708≥0.3000) | LGBM:✅(0.6061≥0.3000)\n8层矩阵 proxy❌ 实❌: 硬逆势=2 软逆势=3 | TSIHA=1.00, Wavematrix=2, momo=4, MAlt=1, MSwing=2\n最终仓位: 50%",
    "reason": "阶段1: B+4级 (总分0.4, WMvalue: 36.26) | 阶段2: HTF规则reject | 阶段3(6维度): 当前动能分歧(0/4)，直接拒绝 | 阶段4(V评级): 6维度已拒绝，V评级确认维持 (V=V4) | 阶段5(OB): [乖离率] 乖离率极端超限161%(3.64>=2.26[调整后])，硬拒绝 | 阶段6(MRC): [硬拒绝] 乖离率硬拒绝: 乖离率极端超限161%(3.64>=2.26[调整后])，硬拒绝，MRC不可覆盖",
    "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": false,
        "aligned_count": 0,
        "details": "0/4个指标看跌: 无",
        "wavematrix_status": "分歧",
        "wavematrix_value": 2
      },
      "tsi_check": {
        "passed": true,
        "threshold": -38.5,
        "details": "TSI=36.26 > -38.5 (避免超卖)"
      },
      "tsi_value": 36.25584780680274
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:11:19.453206"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 47.28,
  "referencePrice": 47.28,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A+0, WMvalue: 5.56, 趋势强度: 47.1%\n动能一致性: 强一致 (4/4)\nMomo State: 中性/冲突 (-2+2)\nHTF: B+4,strongpass, WMvalue: 6.53, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1150592216582063e+100%,1H压力下方2.1150592216582063e+100%｜支撑:距4H支撑35.79%,距1H支撑28.45%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.276 bearish(caution) [XGB:0.261/RF:0.299]\n多维综合评级: A+0 M0 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=0)\nML模型 ✅: XGB:✅(0.5109≥0.4800) | LGBM:✅(0.9290≥0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=3 | Squeeze=1, TrendStr=47%, MSwing=-2\n最终仓位: 125%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "26",
  "takeProfit": {
    "limitPrice": 49.64
  },
  "stopLoss": {
    "stopPrice": 45.86
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A+0",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A+0, WMvalue: 5.56, 趋势强度: 47.1%\n动能一致性: 强一致 (4/4)\nMomo State: 中性/冲突 (-2+2)\nHTF: B+4,strongpass, WMvalue: 6.53, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1150592216582063e+100%,1H压力下方2.1150592216582063e+100%｜支撑:距4H支撑35.79%,距1H支撑28.45%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.276 bearish(caution) [XGB:0.261/RF:0.299]\n多维综合评级: A+0 M0 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=0)\nML模型 ✅: XGB:✅(0.5109≥0.4800) | LGBM:✅(0.9290≥0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=3 | Squeeze=1, TrendStr=47%, MSwing=-2\n最终仓位: 125%",
    "reason": "ABC:A+0(0.600) | HTF:strongpass | 6D:当前A级+HTF规则strongpass | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H压力下方2.1150592216582063e+100%,1H压力下方2.1150592216582063e+100%｜支撑:距4H支撑35.79%,距1H支撑28.45% | L6:[MRC极强] APEX_BULL+A+0级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:02:18.103197"
}

{
  "action": "buy",
  "extras": {
    "indicator": "📌Trend Optimizer Strategy\nSignal: B-4, WMvalue: -45.29, 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: B+1,strongpass, WMvalue: 2.28, 趋势强度: 64.7%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: VOID (DUDD)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方20.06%,1H支撑上方2.18%｜阻力:距4H阻力7.64%,距1H阻力1.88%\nDeviation: 21.9% → 仓位x1.0\nMarketRegime: APEX_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.164 bearish(caution) [XGB:0.122/RF:0.226]\n多维综合评级: B-4 M-4 VOID\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=VOID)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=30×ml=0.6)\nML模型 ❌: XGB:❌(0.1517<0.4600) | LGBM:❌(0.2602<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=3 | Wavematrix=-2, momo=-4, MAlt=-1, MSwing=-2\n最终仓位: 20%",
    "timeframe": "15",
    "initialSlPct": 2,
    "trailingStop": {
      "ladder": [
        {
          "profitPct": 2.2,
          "newStopPct": 1
        },
        {
          "profitPct": 3.5,
          "newStopPct": 2.1
        },
        {
          "profitPct": 4.5,
          "newStopPct": 3.5
        },
        {
          "profitPct": 5.3,
          "newStopPct": 3.8
        }
      ],
      "trailPct": 2,
      "activationPct": 5.3
    },
    "originalIndicator": "Trend Optimizer Strategy"
  },
  "ticker": "TSLL",
  "quantity": "43",
  "stopLoss": {
    "stopPrice": 12.59
  },
  "takeProfit": {
    "limitPrice": 13.56
  },
  "referencePrice": 13.31,
  "timeframe": "15",
  "filter_result": {
    "decision": "strongpass",
    "rating": "B-4",
    "final_rating": "📌Trend Optimizer Strategy\nSignal: B-4, WMvalue: -45.29, 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: B+1,strongpass, WMvalue: 2.28, 趋势强度: 64.7%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: VOID (DUDD)\n🟢 OB: pass(+0.5) - 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方20.06%,1H支撑上方2.18%｜阻力:距4H阻力7.64%,距1H阻力1.88%\nDeviation: 21.9% → 仓位x1.0\nMarketRegime: APEX_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.164 bearish(caution) [XGB:0.122/RF:0.226]\n多维综合评级: B-4 M-4 VOID\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=VOID)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=30×ml=0.6)\nML模型 ❌: XGB:❌(0.1517<0.4600) | LGBM:❌(0.2602<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=3 | Wavematrix=-2, momo=-4, MAlt=-1, MSwing=-2\n最终仓位: 20%",
    "reason": "阶段1: B-4级 (总分-0.56, WMvalue: -45.29) | 阶段2: HTF规则strongpass | 阶段3(6维度): 当前Momo对立(-4)，直接拒绝 | 阶段4(V评级): 6维度已拒绝，V评级确认维持 (V=VOID) | 阶段5(OB): 做多信号在1H+4H支撑上方运行｜支撑:4H支撑上方20.06%,1H支撑上方2.18%｜阻力:距4H阻力7.64%,距1H阻力1.88% | 乖离率: 21.9%(x1.3)→仓位x1.0 | 阶段6(MRC): [MRC极强] APEX_BULL+B-4级+HTF通过，强势做多",
    "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": -0.56,
      "momentum_check": {
        "passed": false,
        "aligned_count": 2,
        "details": "2/4个指标看涨: TSIHA, RSIHA",
        "wavematrix_status": "较弱",
        "wavematrix_value": -2
      },
      "tsi_check": {
        "passed": true,
        "threshold": 40.0,
        "details": "TSI=-45.29 < 40.0 (避免超买)"
      },
      "tsi_value": -45.293622270588834
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:00:30.684485"
}

{
  "ticker": "GDXU",
  "action": "buy",
  "price": 188.95,
  "referencePrice": 188.95,
  "timeframe": "60",
  "extras": {
    "indicator": "📌AImonitor-Bias平滑趋势信号\nSignal: A++4, WMvalue: 46.67, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+0,strongpass, WMvalue: -11.95, 趋势强度: 23.5%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 中性/冲突 (2+-2) | 240\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方76.61%,1H压力下方8.49%｜支撑:距4H支撑17.44%,距1H支撑17.46%\n\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.217 bearish(caution) [XGB:0.269/RF:0.138]\n多维综合评级: A++4 M+4 V4\nFinal Decision: PASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.6)\nML模型 ❌: XGB:❌(0.2278<0.4800) | LGBM:❌(0.2848<0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 48%",
    "originalIndicator": "AImonitor-Bias平滑趋势信号"
  },
  "quantity": "50",
  "takeProfit": {
    "limitPrice": 198.4
  },
  "stopLoss": {
    "stopPrice": 183.28
  },
  "filter_result": {
    "decision": "pass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-Bias平滑趋势信号\nSignal: A++4, WMvalue: 46.67, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+0,strongpass, WMvalue: -11.95, 趋势强度: 23.5%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 中性/冲突 (2+-2) | 240\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方76.61%,1H压力下方8.49%｜支撑:距4H支撑17.44%,距1H支撑17.46%\n\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.217 bearish(caution) [XGB:0.269/RF:0.138]\n多维综合评级: A++4 M+4 V4\nFinal Decision: PASS - 6维度strongpass但V评级V4偏弱，降级为pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=80×ml=0.6)\nML模型 ❌: XGB:❌(0.2278<0.4800) | LGBM:❌(0.2848<0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 48%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:高质量信号：当前A级强势+HTFB+0支持+HTF规则strongpass | L4:6维度strongpass但V评级V4偏弱，降级为pass | L5:OB中性｜压力:4H压力下方76.61%,1H压力下方8.49%｜支撑:距4H支撑17.44%,距1H支撑17.46% | L6:",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T16:00:16.698308"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.3,
  "referencePrice": 13.3,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 19.73, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: C+1,pass, WMvalue: 16.54, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方7.73%,1H压力下方1.95%｜支撑:距4H支撑20.0%,距1H支撑2.11%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.203 bearish(caution) [XGB:0.183/RF:0.232]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度pass但V评级V4偏弱，通过+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6630≥0.4400) | LGBM:✅(0.9092≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "112",
  "takeProfit": {
    "limitPrice": 13.96
  },
  "stopLoss": {
    "stopPrice": 12.9
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 19.73, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: C+1,pass, WMvalue: 16.54, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 15\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方7.73%,1H压力下方1.95%｜支撑:距4H支撑20.0%,距1H支撑2.11%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.203 bearish(caution) [XGB:0.183/RF:0.232]\n多维综合评级: A++4 M+4 V4\nFinal Decision: STRONGPASS - 6维度pass但V评级V4偏弱，通过+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6630≥0.4400) | LGBM:✅(0.9092≥0.4400)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "reason": "ABC:A++4(0.600) | HTF:pass | 6D:当前A级+HTF规则pass | L4:6维度pass但V评级V4偏弱，通过+警告 | L5:OB中性｜压力:4H压力下方7.73%,1H压力下方1.95%｜支撑:距4H支撑20.0%,距1H支撑2.11% | L6:[MRC极强] APEX_BULL+A++4级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T15:55:11.370664"
}

{
  "ticker": "AMDL",
  "action": "buy",
  "price": 47.36,
  "referencePrice": 47.36,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-MAMA短期趋势\nSignal: A++0, WMvalue: 5.95, 趋势强度: 52.9%\n动能一致性: 强一致 (4/4)\nMomo State: 中性/冲突 (-2+2)\nHTF: B+4,strongpass, WMvalue: 6.62, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1114864864864864e+100%,1H压力下方2.1114864864864864e+100%｜支撑:距4H支撑35.9%,距1H支撑28.57%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.281 bearish(caution) [XGB:0.265/RF:0.303]\n多维综合评级: A++0 M0 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=85+8l=5)\nML模型 ✅: XGB:❌(0.4146<0.4800) | LGBM:✅(0.7161≥0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=2 | Squeeze=1, MSwing=-2\n最终仓位: 90%",
    "originalIndicator": "AImonitor-MAMA短期趋势"
  },
  "quantity": "19",
  "takeProfit": {
    "limitPrice": 49.73
  },
  "stopLoss": {
    "stopPrice": 45.94
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++0",
    "final_rating": "📌AImonitor-MAMA短期趋势\nSignal: A++0, WMvalue: 5.95, 趋势强度: 52.9%\n动能一致性: 强一致 (4/4)\nMomo State: 中性/冲突 (-2+2)\nHTF: B+4,strongpass, WMvalue: 6.62, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) | 15\nMarket Structure: V1 (UUUU)\nOB: OB中性｜压力:4H压力下方2.1114864864864864e+100%,1H压力下方2.1114864864864864e+100%｜支撑:距4H支撑35.9%,距1H支撑28.57%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.281 bearish(caution) [XGB:0.265/RF:0.303]\n多维综合评级: A++0 M0 V1\nFinal Decision: STRONGPASS - 正常通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=85+8l=5)\nML模型 ✅: XGB:❌(0.4146<0.4800) | LGBM:✅(0.7161≥0.4800)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=2 | Squeeze=1, MSwing=-2\n最终仓位: 90%",
    "reason": "ABC:A++0(0.600) | HTF:strongpass | 6D:当前A级+HTF规则strongpass | L4:正常通过：6维度pass + V评级V1 | L5:OB中性｜压力:4H压力下方2.1114864864864864e+100%,1H压力下方2.1114864864864864e+100%｜支撑:距4H支撑35.9%,距1H支撑28.57% | L6:[MRC极强] APEX_BULL+A++0级+HTF通过，强势做多",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-06T15:55:01.197121"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.3,
  "referencePrice": 13.3,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-趋势三重共振\nSignal: C+1, WMvalue: 16.28, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏多 (2+-1)\nHTF: B+1,strongpass, WMvalue: -1.99, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方7.73%,1H压力下方1.95%｜支撑:距4H支撑20.0%,距1H支撑2.11%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.346 bearish(caution) [XGB:0.367/RF:0.314]\n多维综合评级: C+1 M+1 V4\nFinal Decision: PASS - [MRC极强] APEX_BULL挽救C级，HTF强通过，做多通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=70+8l=5)\nML模型 ✅: XGB:✅(0.6072≥0.4600) | LGBM:❌(0.3340<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=2 | Wavematrix=-1, Squeeze=1, TrendStr=47%\n最终仓位: 75%",
    "originalIndicator": "AImonitor-趋势三重共振"
  },
  "quantity": "56",
  "takeProfit": {
    "limitPrice": 13.96
  },
  "stopLoss": {
    "stopPrice": 12.9
  },
  "filter_result": {
    "decision": "pass",
    "rating": "C+1",
    "final_rating": "📌AImonitor-趋势三重共振\nSignal: C+1, WMvalue: 16.28, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏多 (2+-1)\nHTF: B+1,strongpass, WMvalue: -1.99, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏多 (2+-1) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方7.73%,1H压力下方1.95%｜支撑:距4H支撑20.0%,距1H支撑2.11%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.346 bearish(caution) [XGB:0.367/RF:0.314]\n多维综合评级: C+1 M+1 V4\nFinal Decision: PASS - [MRC极强] APEX_BULL挽救C级，HTF强通过，做多通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → dual_pass(ml=70+8l=5)\nML模型 ✅: XGB:✅(0.6072≥0.4600) | LGBM:❌(0.3340<0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=2 | Wavematrix=-1, Squeeze=1, TrendStr=47%\n最终仓位: 75%",
    "reason": "ABC:C+1(-0.030) | HTF:strongpass | 6D:未匹配任何通过规则：cur_T3/solid/neutral, htf_T2/solid/neutral, 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压力下方7.73%,1H压力下方1.95%｜支撑:距4H支撑20.0%,距1H支撑2.11% | 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": "2026-05-06T15:49:20.040535"
}