Trade Analytics

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 14.51,
  "referencePrice": 14.51,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: B+4, WMvalue: 8.34, 趋势强度: 70.6%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 38.66, 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:1H压力下方5.86%｜支撑:距4H支撑16.78%,距1H支撑11.22%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.200 bearish(caution) [XGB:0.183/RF:0.225]\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=0.9)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.3974<0.4600) | LGBM:❌(0.4262<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: 36%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "24",
  "takeProfit": {
    "limitPrice": 15.24
  },
  "stopLoss": {
    "stopPrice": 14.07
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: B+4, WMvalue: 8.34, 趋势强度: 70.6%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 38.66, 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:1H压力下方5.86%｜支撑:距4H支撑16.78%,距1H支撑11.22%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.200 bearish(caution) [XGB:0.183/RF:0.225]\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=0.9)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.3974<0.4600) | LGBM:❌(0.4262<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: 36%",
    "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:1H压力下方5.86%｜支撑:距4H支撑16.78%,距1H支撑11.22% | 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": "2026-05-07T20:15:07.135584"
}

{
  "data": {
    "ETFQTY": "1000",
    "obData": "Timeframe: ; Bullish OB: 195.21 - 195.21; Bearish OB: 195.21 - 195.21",
    "symbol": "ALAB",
    "MAtrend": "0",
    "pmaText": "PMA Trendless",
    "POCtrend": "-1",
    "adxValue": "20.0882761813",
    "CVDsignal": "cvdBelowMA",
    "SQZsignal": "no squeeze",
    "MOMOsignal": "bullishmomo",
    "choppiness": "43.4909555246",
    "RSIHAsignal": "BullishHA",
    "poc_summary": "Daily POC: 199.00; Prev DailyPOC: 206.00; Weekly POC: 208.00; Prev Weekly POC: 196.00; Monthly POC: 201.00; Prev Monthly POC: 191.00",
    "AIbandsignal": "red downtrend",
    "center_trend": "Weak Bearish",
    "ratingstatus": "Bearish-Medium-TrendDriven",
    "HTFwave_signal": "Neutral",
    "TrendTracerHTF": "1",
    "ewotrend_state": "Weak Bullish",
    "lastDemandText": "194.64 - 193.4 | 5m",
    "lastSupplyText": "196.51 - 195.32 | 5m",
    "FormattedScores": "S:4 / L:1",
    "rsi_state_trend": "Bearish",
    "wavemarket_state": "Long Weak",
    "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": "202.03"
  },
  "action": "buy",
  "extras": {
    "risk": 3,
    "indicator": "📌Demand Zone Reversal (4/4 Confirmed)\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) - OB中性｜支撑:4H无支撑OB,1H无支撑OB｜阻力:4H无阻力OB,1H无阻力OB\nDeviation: 83.7% → 仓位x0.4\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.115 bearish(caution) [XGB:0.057/RF:0.203]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 正常通过",
    "oscrating": 50,
    "timeframe": "5m",
    "trendrating": 20,
    "referencePrice": 195.21,
    "originalIndicator": "Demand Zone Reversal (4/4 Confirmed)"
  },
  "ticker": "ALAB",
  "quantity": "14",
  "stopLoss": {
    "stopPrice": 192.13
  },
  "takeProfit": {
    "limitPrice": 191.0
  },
  "timeframe": "5m",
  "filter_result": {
    "decision": "pass",
    "rating": "A++4",
    "final_rating": "📌Demand Zone Reversal (4/4 Confirmed)\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) - OB中性｜支撑:4H无支撑OB,1H无支撑OB｜阻力:4H无阻力OB,1H无阻力OB\nDeviation: 83.7% → 仓位x0.4\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.115 bearish(caution) [XGB:0.057/RF:0.203]\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: 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): OB中性｜支撑:4H无支撑OB,1H无支撑OB｜阻力:4H无阻力OB,1H无阻力OB | 乖离率: 83.7%(x1.25)→仓位x0.4 | 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=34.52 < 40.0 (避免超买)"
      },
      "tsi_value": 34.51620076827176
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T20:11:04.622339"
}

{
  "action": "sell",
  "extras": {
    "indicator": "📌Trend Optimizer Strategy\nSignal: B+4, WMvalue: 34.52, 趋势强度: 100%\n动能一致性: 分歧 (0/4)\nMomo State: 共振多头 (2+2)\nHTF: C+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: VOID (UUUU)\n🔴 OB: reject(-3) - 做空信号在4H Bullish OB区域内，强支撑｜压力:4H压力下方16.27%,1H压力下方10.82%｜支撑:4H支撑内,1H支撑上方3.34%\nDeviation: 95.1% → 仓位x0.2\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.431 weak(caution) [XGB:0.437/RF:0.422]\n多维综合评级: B+4 M+4 VOID\nFinal Decision: REJECT - [硬拒绝] OB硬拒绝: 做空信号在4H Bullish OB区域内，强支撑｜压力:4H压力下方16.27%,1H压力下方10.82%｜支撑:4H支撑内,1H支撑上方3.34%，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:✅(0.6504≥0.4200) | LGBM:✅(0.8029≥0.4200)\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": 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": "13",
  "stopLoss": {
    "stopPrice": 197.86
  },
  "takeProfit": {
    "limitPrice": 186.87
  },
  "referencePrice": 193.33,
  "timeframe": "5",
  "filter_result": {
    "decision": "reject",
    "rating": "B+4",
    "final_rating": "📌Trend Optimizer Strategy\nSignal: B+4, WMvalue: 34.52, 趋势强度: 100%\n动能一致性: 分歧 (0/4)\nMomo State: 共振多头 (2+2)\nHTF: C+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: VOID (UUUU)\n🔴 OB: reject(-3) - 做空信号在4H Bullish OB区域内，强支撑｜压力:4H压力下方16.27%,1H压力下方10.82%｜支撑:4H支撑内,1H支撑上方3.34%\nDeviation: 95.1% → 仓位x0.2\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.431 weak(caution) [XGB:0.437/RF:0.422]\n多维综合评级: B+4 M+4 VOID\nFinal Decision: REJECT - [硬拒绝] OB硬拒绝: 做空信号在4H Bullish OB区域内，强支撑｜压力:4H压力下方16.27%,1H压力下方10.82%｜支撑:4H支撑内,1H支撑上方3.34%，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:✅(0.6504≥0.4200) | LGBM:✅(0.8029≥0.4200)\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: 34.52) | 阶段2: HTF规则pass | 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=VOID) | 阶段5(OB): 做空信号在4H Bullish OB区域内，强支撑｜压力:4H压力下方16.27%,1H压力下方10.82%｜支撑:4H支撑内,1H支撑上方3.34% | 乖离率: 95.1%(x1.1)→仓位x0.2 | 阶段6(MRC): [硬拒绝] OB硬拒绝: 做空信号在4H Bullish OB区域内，强支撑｜压力:4H压力下方16.27%,1H压力下方10.82%｜支撑:4H支撑内,1H支撑上方3.34%，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=34.52 > -38.5 (避免超卖)"
      },
      "tsi_value": 34.51620076827176
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T20:06:08.193132"
}

{
  "action": "buy",
  "extras": {
    "indicator": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 40.26, 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-2,reject, WMvalue: -1.13, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (-1+-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24.9%,1H支撑上方18.41%｜阻力:距4H阻力6.495615459564794e+99%,距1H阻力6.495615459564794e+99%\nDeviation: 53.5% → 仓位x0.6\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.089 bearish(caution) [XGB:0.057/RF:0.137]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 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=25)\nML模型 ✅: XGB:✅(0.7028≥0.3200) | LGBM:✅(0.4258≥0.3200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "timeframe": "5",
    "initialSlPct": 2.5,
    "trailingStop": {
      "ladder": [
        {
          "profitPct": 2.4,
          "newStopPct": 1
        },
        {
          "profitPct": 2.7,
          "newStopPct": 1.8
        },
        {
          "profitPct": 4.2,
          "newStopPct": 2.9
        },
        {
          "profitPct": 5.5,
          "newStopPct": 4.1
        }
      ],
      "trailPct": 2,
      "activationPct": 5.3
    },
    "originalIndicator": "Trend Optimizer Strategy"
  },
  "ticker": "SOXL",
  "quantity": "76",
  "stopLoss": {
    "stopPrice": 148.55
  },
  "takeProfit": {
    "limitPrice": 167.44
  },
  "referencePrice": 153.95,
  "timeframe": "5",
  "filter_result": {
    "decision": "pass",
    "rating": "A++4",
    "final_rating": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 40.26, 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-2,reject, WMvalue: -1.13, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (-1+-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24.9%,1H支撑上方18.41%｜阻力:距4H阻力6.495615459564794e+99%,距1H阻力6.495615459564794e+99%\nDeviation: 53.5% → 仓位x0.6\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.089 bearish(caution) [XGB:0.057/RF:0.137]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 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=25)\nML模型 ✅: XGB:✅(0.7028≥0.3200) | LGBM:✅(0.4258≥0.3200)\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": "阶段1: A++4级 (总分0.6, WMvalue: 40.26) | 阶段2: HTF规则reject | 阶段3(6维度): 当前A级强势覆盖HTF规则reject | 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24.9%,1H支撑上方18.41%｜阻力:距4H阻力6.495615459564794e+99%,距1H阻力6.495615459564794e+99% | 乖离率: 53.5%(x1.15)→仓位x0.6 | 阶段6(MRC): [MRC顺势] VELOCITY_BULL，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": 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": false,
        "threshold": 40.0,
        "details": "TSI=40.26 < 40.0 (避免超买)"
      },
      "tsi_value": 40.25716091481758
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T20:05:23.300239"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 14.47,
  "referencePrice": 14.47,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 3.11, 趋势强度: 35.3%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 38.32, 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:1H压力下方6.15%｜支撑:距4H支撑16.55%,距1H支撑10.97%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.189 bearish(caution) [XGB:0.183/RF:0.197]\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 → dual_pass(ml=70+8l=15)+htf_weak(×0.5)\nML模型 ✅: XGB:❌(0.3857<0.4600) | LGBM:✅(0.6038≥0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | TrendStr=35%\n最终仓位: 42%",
    "originalIndicator": "AImonitor-MAMA短期趋势"
  },
  "quantity": "29",
  "takeProfit": {
    "limitPrice": 15.19
  },
  "stopLoss": {
    "stopPrice": 14.04
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-MAMA短期趋势\nSignal: B+4, WMvalue: 3.11, 趋势强度: 35.3%\n动能一致性: 一致 (3/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 38.32, 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:1H压力下方6.15%｜支撑:距4H支撑16.55%,距1H支撑10.97%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.189 bearish(caution) [XGB:0.183/RF:0.197]\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 → dual_pass(ml=70+8l=15)+htf_weak(×0.5)\nML模型 ✅: XGB:❌(0.3857<0.4600) | LGBM:✅(0.6038≥0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | TrendStr=35%\n最终仓位: 42%",
    "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:1H压力下方6.15%｜支撑:距4H支撑16.55%,距1H支撑10.97% | 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": "2026-05-07T20:00:12.847082"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 104.28,
  "referencePrice": 104.28,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-MomoSwing信号\nSignal: B+4, WMvalue: 16.0, 趋势强度: 47.1%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 53.9, 趋势强度: 76.5%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方6.9%,1H压力下方2.32%｜支撑:距4H支撑37.2%,距1H支撑12.73%\n\nMarketRegime: APEX_BULL\nSqueeze: 🟡局部背离 pass, HTF[非挤压,有pass]+Cur[挤压中,无pass]\nML: 0.183 bearish(caution) [XGB:0.183/RF:0.182]\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)",
    "originalIndicator": "AImonitor-MomoSwing信号"
  },
  "quantity": "9",
  "takeProfit": {
    "limitPrice": 109.49
  },
  "stopLoss": {
    "stopPrice": 101.15
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-MomoSwing信号\nSignal: B+4, WMvalue: 16.0, 趋势强度: 47.1%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 53.9, 趋势强度: 76.5%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方6.9%,1H压力下方2.32%｜支撑:距4H支撑37.2%,距1H支撑12.73%\n\nMarketRegime: APEX_BULL\nSqueeze: 🟡局部背离 pass, HTF[非挤压,有pass]+Cur[挤压中,无pass]\nML: 0.183 bearish(caution) [XGB:0.183/RF:0.182]\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(0.270) | 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=V4) | L5:OB中性｜压力:4H压力下方6.9%,1H压力下方2.32%｜支撑:距4H支撑37.2%,距1H支撑12.73% | 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": "2026-05-07T19:56:52.671274"
}

{
  "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(+1.5) - 做多信号接近4H Bullish OB，支撑区｜支撑:4H支撑上方0.47%,1H支撑上方4.32%｜阻力:距4H阻力15.09%,距1H阻力9.7%\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: 0.115 bearish(caution) [XGB:0.057/RF:0.201]\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:❌(0.0227<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": 192.6
  },
  "takeProfit": {
    "limitPrice": 202.08
  },
  "referencePrice": 195.31,
  "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(+1.5) - 做多信号接近4H Bullish OB，支撑区｜支撑:4H支撑上方0.47%,1H支撑上方4.32%｜阻力:距4H阻力15.09%,距1H阻力9.7%\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: 0.115 bearish(caution) [XGB:0.057/RF:0.201]\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:❌(0.0227<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): 做多信号接近4H Bullish OB，支撑区｜支撑:4H支撑上方0.47%,1H支撑上方4.32%｜阻力:距4H阻力15.09%,距1H阻力9.7% | 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": "2026-05-07T19:45:15.281785"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 193.45,
  "referencePrice": 193.45,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -48.29, 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: -29.68, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方16.2%,1H压力下方10.75%｜支撑:距1H支撑3.4%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.464 weak(caution) [XGB:0.437/RF:0.505]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=15)\nML模型 ✅: XGB:✅(0.5644≥0.5200) | LGBM:✅(0.8417≥0.5200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | Squeeze=1\n最终仓位: 120%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "30",
  "takeProfit": {
    "limitPrice": 181.84
  },
  "stopLoss": {
    "stopPrice": 199.25
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -48.29, 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: -29.68, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方16.2%,1H压力下方10.75%｜支撑:距1H支撑3.4%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.464 weak(caution) [XGB:0.437/RF:0.505]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=15)\nML模型 ✅: XGB:✅(0.5644≥0.5200) | LGBM:✅(0.8417≥0.5200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | Squeeze=1\n最终仓位: 120%",
    "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 | L4:6维度strongpass但V评级V5，降级为pass+警告 | L5:OB中性｜压力:4H压力下方16.2%,1H压力下方10.75%｜支撑:距1H支撑3.4% | 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": "2026-05-07T19:32:41.866406"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 14.045,
  "referencePrice": 14.04,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-Momolongswing信号\nSignal: B+4, WMvalue: -6.05, 趋势强度: 5.9%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 36.14, 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: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方2.01%,1H压力下方9.36%｜支撑:距4H支撑24.24%,距1H支撑8.28%\n\nMarketRegime: NEUTRAL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.146 bearish(caution) [XGB:0.122/RF:0.183]\n多维综合评级: B+4 M+4 V4\nFinal Decision: REJECT - [MRC顺势] NEUTRAL，沿用原决策: reject\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → ml_only(ml=105×0.55)+htf_weak(×0.5)\nML模型 ✅: XGB:❌(0.4030<0.4600) | LGBM:✅(0.8480≥0.4600)\n8层矩阵 proxy❌ 实❌: 硬逆势=1 软逆势=2 | TSIHA=-1.00, TrendStr=6%, MAlt=-1\n最终仓位: 29%",
    "originalIndicator": "AImonitor-Momolongswing信号"
  },
  "quantity": "21",
  "takeProfit": {
    "limitPrice": 14.75
  },
  "stopLoss": {
    "stopPrice": 13.62
  },
  "filter_result": {
    "decision": "reject",
    "rating": "B+4",
    "final_rating": "📌AImonitor-Momolongswing信号\nSignal: B+4, WMvalue: -6.05, 趋势强度: 5.9%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 36.14, 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: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方2.01%,1H压力下方9.36%｜支撑:距4H支撑24.24%,距1H支撑8.28%\n\nMarketRegime: NEUTRAL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.146 bearish(caution) [XGB:0.122/RF:0.183]\n多维综合评级: B+4 M+4 V4\nFinal Decision: REJECT - [MRC顺势] NEUTRAL，沿用原决策: reject\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → ml_only(ml=105×0.55)+htf_weak(×0.5)\nML模型 ✅: XGB:❌(0.4030<0.4600) | LGBM:✅(0.8480≥0.4600)\n8层矩阵 proxy❌ 实❌: 硬逆势=1 软逆势=2 | TSIHA=-1.00, TrendStr=6%, MAlt=-1\n最终仓位: 29%",
    "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=V4) | L5:OB中性｜压力:4H压力下方2.01%,1H压力下方9.36%｜支撑:距4H支撑24.24%,距1H支撑8.28% | L6:[MRC顺势] NEUTRAL，沿用原决策: reject",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T19:27:54.920459"
}

{
  "data": {
    "ETFQTY": "1000",
    "obData": "Timeframe: ; Bullish OB: 191.69 - 191.69; Bearish OB: 191.69 - 191.69",
    "symbol": "COIN",
    "MAtrend": "-1",
    "pmaText": "PMA Bearish",
    "POCtrend": "-1",
    "adxValue": "13.3282806405",
    "CVDsignal": "cvdBelowMA",
    "SQZsignal": "no squeeze",
    "MOMOsignal": "bearishmomo",
    "choppiness": "51.8294745285",
    "RSIHAsignal": "BearishHA",
    "poc_summary": "Daily POC: 196.00; Prev DailyPOC: 195.00; Weekly POC: 196.00; Prev Weekly POC: 192.00; Monthly POC: 195.00; Prev Monthly POC: 172.00",
    "AIbandsignal": "red downtrend",
    "center_trend": "Strong Bearish",
    "ratingstatus": "Bearish-Strong-TrendDriven",
    "HTFwave_signal": "Neutral",
    "TrendTracerHTF": "1",
    "ewotrend_state": "Strong Bearish",
    "lastDemandText": "191.12 - 190.35 | 5m",
    "lastSupplyText": "194.51 - 193.72 | 5m",
    "FormattedScores": "S:4 / L:1",
    "rsi_state_trend": "Bearish",
    "wavemarket_state": "Long Weak",
    "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": "chopping",
    "trend_change_volatility_stop": "196.1"
  },
  "action": "sell",
  "extras": {
    "risk": 1,
    "indicator": "📌algo X SniperSell Mundy\nSignal: A-4, WMvalue: -12.67, 趋势强度: 94.1%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: C-4,reject, WMvalue: -26.19, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V4 (DUDD)\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10.7%,1H压力下方3.64%｜支撑:4H支撑上方14.22%,1H支撑上方5.65%\nDeviation: 11.9% → 仓位x1.0\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nML: 0.488 weak(caution) [XGB:0.496/RF:0.478]\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 6维度pass但V评级V4偏弱，通过+警告\nHTF⚠️方向不一致",
    "oscrating": 80,
    "timeframe": "5m",
    "trendrating": 100,
    "referencePrice": 191.69,
    "originalIndicator": "algo X SniperSell Mundy"
  },
  "ticker": "COIN",
  "quantity": "31",
  "stopLoss": {
    "stopPrice": 193.7
  },
  "takeProfit": {
    "limitPrice": 188.68
  },
  "timeframe": "5m",
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌algo X SniperSell Mundy\nSignal: A-4, WMvalue: -12.67, 趋势强度: 94.1%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: C-4,reject, WMvalue: -26.19, 趋势强度: 52.9%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: V4 (DUDD)\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10.7%,1H压力下方3.64%｜支撑:4H支撑上方14.22%,1H支撑上方5.65%\nDeviation: 11.9% → 仓位x1.0\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nML: 0.488 weak(caution) [XGB:0.496/RF:0.478]\n多维综合评级: A-4 M-4 V4\nFinal Decision: PASS - 6维度pass但V评级V4偏弱，通过+警告\nHTF⚠️方向不一致",
    "reason": "阶段1: A-4级 (总分-0.45, WMvalue: -12.67) | 阶段2: HTF规则reject | 阶段3(6维度): 当前A级强势覆盖HTF C级（HTF Momo支持） | 阶段4(V评级): 6维度pass但V评级V4偏弱，通过+警告 | 阶段5(OB): 做空信号在1H+4H压力下方运行｜压力:4H压力下方10.7%,1H压力下方3.64%｜支撑:4H支撑上方14.22%,1H支撑上方5.65% | POC空间: 10.3% | 乖离率: 11.9%(x1.15)→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": 1.0,
      "structural_normalized": 0.5,
      "structural_weighted": 0.05,
      "total_score": -0.45,
      "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=-12.67 > -38.5 (避免超卖)"
      },
      "tsi_value": -12.669044611511286
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T19:20:38.300839"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 193.8,
  "referencePrice": 193.8,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -46.99, 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: -29.62, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.99%,1H压力下方10.55%｜支撑:距1H支撑3.58%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.463 weak(caution) [XGB:0.437/RF:0.503]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=85+8l=15)\nML模型 ✅: XGB:❌(0.4634<0.5200) | LGBM:✅(0.8204≥0.5200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | Squeeze=1\n最终仓位: 100%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "25",
  "takeProfit": {
    "limitPrice": 182.17
  },
  "stopLoss": {
    "stopPrice": 199.61
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -46.99, 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: -29.62, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.99%,1H压力下方10.55%｜支撑:距1H支撑3.58%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nML: 0.463 weak(caution) [XGB:0.437/RF:0.503]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=85+8l=15)\nML模型 ✅: XGB:❌(0.4634<0.5200) | LGBM:✅(0.8204≥0.5200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=1 | Squeeze=1\n最终仓位: 100%",
    "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 | L4:6维度strongpass但V评级V5，降级为pass+警告 | L5:OB中性｜压力:4H压力下方15.99%,1H压力下方10.55%｜支撑:距1H支撑3.58% | 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": "2026-05-07T19:16:20.347880"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 194.0,
  "referencePrice": 194.0,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -46.71, 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: B-4,strongpass, WMvalue: -29.52, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.87%,1H压力下方10.44%｜支撑:距1H支撑3.68%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.465 weak(caution) [XGB:0.437/RF:0.508]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=25)\nML模型 ✅: XGB:✅(0.5724≥0.5200) | LGBM:✅(0.8634≥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: 130%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "32",
  "takeProfit": {
    "limitPrice": 182.36
  },
  "stopLoss": {
    "stopPrice": 199.82
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -46.71, 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: B-4,strongpass, WMvalue: -29.52, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.87%,1H压力下方10.44%｜支撑:距1H支撑3.68%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.465 weak(caution) [XGB:0.437/RF:0.508]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=25)\nML模型 ✅: XGB:✅(0.5724≥0.5200) | LGBM:✅(0.8634≥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: 130%",
    "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 | L4:6维度strongpass但V评级V5，降级为pass+警告 | L5:OB中性｜压力:4H压力下方15.87%,1H压力下方10.44%｜支撑:距1H支撑3.68% | 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": "2026-05-07T19:00:56.617663"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.945,
  "referencePrice": 13.95,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-Momolongswing信号\nSignal: B+4, WMvalue: -3.73, 趋势强度: 11.8%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 39.59, 趋势强度: 64.7%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方2.74%,1H压力下方10.15%｜支撑:距4H支撑23.7%,距1H支撑7.62%\n\nMarketRegime: NEUTRAL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.179 bearish(caution) [XGB:0.164/RF:0.202]\n多维综合评级: B+4 M+4 V4\nFinal Decision: REJECT - [MRC顺势] NEUTRAL，沿用原决策: reject\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → ml_only(ml=125×0.55)+htf_weak(×0.5)\nML模型 ✅: XGB:✅(0.4793≥0.4600) | LGBM:✅(0.9528≥0.4600)\n8层矩阵 proxy❌ 实❌: 硬逆势=1 软逆势=2 | TSIHA=-1.00, TrendStr=12%, MAlt=-1\n最终仓位: 34%",
    "originalIndicator": "AImonitor-Momolongswing信号"
  },
  "quantity": "24",
  "takeProfit": {
    "limitPrice": 14.64
  },
  "stopLoss": {
    "stopPrice": 13.53
  },
  "filter_result": {
    "decision": "reject",
    "rating": "B+4",
    "final_rating": "📌AImonitor-Momolongswing信号\nSignal: B+4, WMvalue: -3.73, 趋势强度: 11.8%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 39.59, 趋势强度: 64.7%\nHTF动能一致性: 分歧 (1/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方2.74%,1H压力下方10.15%｜支撑:距4H支撑23.7%,距1H支撑7.62%\n\nMarketRegime: NEUTRAL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.179 bearish(caution) [XGB:0.164/RF:0.202]\n多维综合评级: B+4 M+4 V4\nFinal Decision: REJECT - [MRC顺势] NEUTRAL，沿用原决策: reject\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → ml_only(ml=125×0.55)+htf_weak(×0.5)\nML模型 ✅: XGB:✅(0.4793≥0.4600) | LGBM:✅(0.9528≥0.4600)\n8层矩阵 proxy❌ 实❌: 硬逆势=1 软逆势=2 | TSIHA=-1.00, TrendStr=12%, MAlt=-1\n最终仓位: 34%",
    "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=V4) | L5:OB中性｜压力:4H压力下方2.74%,1H压力下方10.15%｜支撑:距4H支撑23.7%,距1H支撑7.62% | L6:[MRC顺势] NEUTRAL，沿用原决策: reject",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T18:56:58.771161"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 194.14,
  "referencePrice": 194.14,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -46.34, 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: -26.55, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.78%,1H压力下方10.36%｜支撑:距1H支撑3.74%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.497 weak(caution) [XGB:0.496/RF:0.498]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=25)\nML模型 ✅: XGB:✅(0.5688≥0.5200) | LGBM:✅(0.8921≥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: 130%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "32",
  "takeProfit": {
    "limitPrice": 182.49
  },
  "stopLoss": {
    "stopPrice": 199.96
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -46.34, 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: -26.55, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.78%,1H压力下方10.36%｜支撑:距1H支撑3.74%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.497 weak(caution) [XGB:0.496/RF:0.498]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=25)\nML模型 ✅: XGB:✅(0.5688≥0.5200) | LGBM:✅(0.8921≥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: 130%",
    "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 | L4:6维度strongpass但V评级V5，降级为pass+警告 | L5:OB中性｜压力:4H压力下方15.78%,1H压力下方10.36%｜支撑:距1H支撑3.74% | 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": "2026-05-07T18:45:17.024808"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 194.38,
  "referencePrice": 194.38,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -47.56, 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: -23.7, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.64%,1H压力下方10.22%｜支撑:距1H支撑3.86%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.454 weak(caution) [XGB:0.437/RF:0.480]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6959≥0.5200) | LGBM:✅(0.9317≥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: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "38",
  "takeProfit": {
    "limitPrice": 182.72
  },
  "stopLoss": {
    "stopPrice": 200.21
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -47.56, 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: -23.7, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.64%,1H压力下方10.22%｜支撑:距1H支撑3.86%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.454 weak(caution) [XGB:0.437/RF:0.480]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6959≥0.5200) | LGBM:✅(0.9317≥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: 150%",
    "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 | L4:6维度strongpass但V评级V5，降级为pass+警告 | L5:OB中性｜压力:4H压力下方15.64%,1H压力下方10.22%｜支撑:距1H支撑3.86% | 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": "2026-05-07T17:48:54.305761"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 14.13,
  "referencePrice": 14.13,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-趋势三重共振\nSignal: B+4, WMvalue: 9.88, 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: 43.36, 趋势强度: 76.5%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方1.4%,1H压力下方8.7%｜支撑:距4H支撑24.7%,距1H支撑8.83%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.149 bearish(caution) [XGB:0.123/RF:0.187]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.6)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.2538<0.4600) | LGBM:❌(0.1982<0.4600)\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-趋势三重共振"
  },
  "quantity": "14",
  "takeProfit": {
    "limitPrice": 14.84
  },
  "stopLoss": {
    "stopPrice": 13.71
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-趋势三重共振\nSignal: B+4, WMvalue: 9.88, 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: 43.36, 趋势强度: 76.5%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方1.4%,1H压力下方8.7%｜支撑:距4H支撑24.7%,距1H支撑8.83%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.149 bearish(caution) [XGB:0.123/RF:0.187]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.6)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.2538<0.4600) | LGBM:❌(0.1982<0.4600)\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=V4) | L5:OB中性｜压力:4H压力下方1.4%,1H压力下方8.7%｜支撑:距4H支撑24.7%,距1H支撑8.83% | 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": "2026-05-07T17:25:05.484981"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 195.2,
  "referencePrice": 195.2,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -47.39, 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: -23.63, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.15%,1H压力下方9.76%｜支撑:距4H支撑0.41%,距1H支撑4.27%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.450 weak(caution) [XGB:0.437/RF:0.470]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7797≥0.5200) | LGBM:✅(0.9351≥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: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "38",
  "takeProfit": {
    "limitPrice": 183.49
  },
  "stopLoss": {
    "stopPrice": 201.06
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -47.39, 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: -23.63, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.15%,1H压力下方9.76%｜支撑:距4H支撑0.41%,距1H支撑4.27%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.450 weak(caution) [XGB:0.437/RF:0.470]\n多维综合评级: A-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V5，降级为pass+警告\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.7797≥0.5200) | LGBM:✅(0.9351≥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: 150%",
    "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 | L4:6维度strongpass但V评级V5，降级为pass+警告 | L5:OB中性｜压力:4H压力下方15.15%,1H压力下方9.76%｜支撑:距4H支撑0.41%,距1H支撑4.27% | 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": "2026-05-07T17:23:46.215239"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 106.76,
  "referencePrice": 106.76,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 32.51, 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: 53.41, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方4.42%｜支撑:距4H支撑38.66%,距1H支撑14.76%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.264 bearish(caution) [XGB:0.269/RF:0.256]\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": 112.1
  },
  "stopLoss": {
    "stopPrice": 103.56
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 32.51, 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: 53.41, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方4.42%｜支撑:距4H支撑38.66%,距1H支撑14.76%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.264 bearish(caution) [XGB:0.269/RF:0.256]\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4.42%｜支撑:距4H支撑38.66%,距1H支撑14.76% | 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": "2026-05-07T16:33:37.261759"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 195.1,
  "referencePrice": 195.1,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -48.85, 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: -43.17, 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: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.21%,1H压力下方9.82%｜支撑:距4H支撑0.36%,距1H支撑4.22%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.409 weak(caution) [XGB:0.437/RF:0.367]\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=25)\nML模型 ✅: XGB:✅(0.5522≥0.4200) | LGBM:✅(0.6459≥0.4200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 130%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "32",
  "takeProfit": {
    "limitPrice": 183.39
  },
  "stopLoss": {
    "stopPrice": 201.49
  },
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -48.85, 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: -43.17, 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: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.21%,1H压力下方9.82%｜支撑:距4H支撑0.36%,距1H支撑4.22%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.409 weak(caution) [XGB:0.437/RF:0.367]\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=105+8l=25)\nML模型 ✅: XGB:✅(0.5522≥0.4200) | LGBM:✅(0.6459≥0.4200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 130%",
    "reason": "ABC:A-4(-0.400) | HTF:reject | 6D:当前A级强势覆盖HTF规则reject | L4:6维度pass但V评级V5偏弱，通过+警告 | L5:OB中性｜压力:4H压力下方15.21%,1H压力下方9.82%｜支撑:距4H支撑0.36%,距1H支撑4.22% | L6:[MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T16:26:01.147602"
}

{
  "ticker": "TSLL",
  "action": "buy",
  "price": 13.975,
  "referencePrice": 13.97,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-TrendTracer信号\nSignal: B+4, WMvalue: 19.64, 趋势强度: 17.6%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 43.64, 趋势强度: 76.5%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方2.52%,1H压力下方9.91%｜支撑:距4H支撑23.86%,距1H支撑7.82%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.146 bearish(caution) [XGB:0.122/RF:0.182]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.9)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.3293<0.4600) | LGBM:✅(0.5791≥0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=1 | TSIHA=-1.00, TrendStr=18%\n最终仓位: 22%",
    "originalIndicator": "AImonitor-TrendTracer信号"
  },
  "quantity": "16",
  "takeProfit": {
    "limitPrice": 14.67
  },
  "stopLoss": {
    "stopPrice": 13.56
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-TrendTracer信号\nSignal: B+4, WMvalue: 19.64, 趋势强度: 17.6%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 43.64, 趋势强度: 76.5%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 共振多头 (2+2) | 60\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方2.52%,1H压力下方9.91%｜支撑:距4H支撑23.86%,距1H支撑7.82%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.146 bearish(caution) [XGB:0.122/RF:0.182]\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)\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → 8l_rescue(8l=50×ml=0.9)+htf_weak(×0.5)\nML模型 ❌: XGB:❌(0.3293<0.4600) | LGBM:✅(0.5791≥0.4600)\n8层矩阵 proxy❌ 实✅: 硬逆势=1 软逆势=1 | TSIHA=-1.00, TrendStr=18%\n最终仓位: 22%",
    "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=V4) | L5:OB中性｜压力:4H压力下方2.52%,1H压力下方9.91%｜支撑:距4H支撑23.86%,距1H支撑7.82% | 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": "2026-05-07T16:16:46.715459"
}

{
  "ticker": "ALAB",
  "action": "sell",
  "price": 195.4,
  "referencePrice": 195.4,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -43.0, 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: -40.65, 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: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.04%,1H压力下方9.65%｜支撑:距4H支撑0.51%,距1H支撑4.37%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.398 bearish(caution) [XGB:0.437/RF:0.340]\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6929≥0.4200) | LGBM:✅(0.7617≥0.4200)\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": "38",
  "takeProfit": {
    "limitPrice": 183.68
  },
  "stopLoss": {
    "stopPrice": 203.16
  },
  "filter_result": {
    "decision": "pass",
    "rating": "A-4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -43.0, 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: -40.65, 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: V5 (UUDD)\nOB: OB中性｜压力:4H压力下方15.04%,1H压力下方9.65%｜支撑:距4H支撑0.51%,距1H支撑4.37%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.398 bearish(caution) [XGB:0.437/RF:0.340]\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 SHORT → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.6929≥0.4200) | LGBM:✅(0.7617≥0.4200)\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(-0.400) | HTF:reject | 6D:当前A级强势覆盖HTF规则reject | L4:6维度pass但V评级V5偏弱，通过+警告 | L5:OB中性｜压力:4H压力下方15.04%,1H压力下方9.65%｜支撑:距4H支撑0.51%,距1H支撑4.37% | L6:[MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T16:12:58.405926"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 105.56,
  "referencePrice": 105.56,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 34.75, 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: 51.35, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方5.61%,1H压力下方1.08%｜支撑:距4H支撑37.96%,距1H支撑13.79%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.252 bearish(caution) [XGB:0.269/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-wavematrix动能共振"
  },
  "quantity": "16",
  "takeProfit": {
    "limitPrice": 110.84
  },
  "stopLoss": {
    "stopPrice": 102.39
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 34.75, 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: 51.35, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方5.61%,1H压力下方1.08%｜支撑:距4H支撑37.96%,距1H支撑13.79%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.252 bearish(caution) [XGB:0.269/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(0.600) | 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5.61%,1H压力下方1.08%｜支撑:距4H支撑37.96%,距1H支撑13.79% | 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": "2026-05-07T15:50:05.221677"
}

{
  "ticker": "GDXU",
  "action": "buy",
  "price": 211.73,
  "referencePrice": 211.73,
  "timeframe": "60",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 61.09, 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,strongpass, WMvalue: 11.31, 趋势强度: 64.7%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 240\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方57.61%,1H压力下方3.07%｜支撑:距4H支撑26.33%,距1H支撑26.34%\n\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.130 bearish(caution) [XGB:0.122/RF:0.142]\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 → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.8060≥0.4800) | LGBM:✅(0.8054≥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: 150%",
    "originalIndicator": "AImonitor-wavematrix动能共振"
  },
  "quantity": "141",
  "takeProfit": {
    "limitPrice": 222.32
  },
  "stopLoss": {
    "stopPrice": 205.38
  },
  "filter_result": {
    "decision": "pass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 61.09, 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,strongpass, WMvalue: 11.31, 趋势强度: 64.7%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振多头 (2+2) | 240\nMarket Structure: V4 (DUUU)\nOB: OB中性｜压力:4H压力下方57.61%,1H压力下方3.07%｜支撑:距4H支撑26.33%,距1H支撑26.34%\n\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.130 bearish(caution) [XGB:0.122/RF:0.142]\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 → dual_pass(ml=125+8l=25)\nML模型 ✅: XGB:✅(0.8060≥0.4800) | LGBM:✅(0.8054≥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: 150%",
    "reason": "ABC:A++4(0.600) | HTF:strongpass | 6D:高质量信号：当前A级强势+HTFB+4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57.61%,1H压力下方3.07%｜支撑:距4H支撑26.33%,距1H支撑26.34% | L6:",
    "scores": {},
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T15:29:10.944999"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 104.89,
  "referencePrice": 104.89,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.33, 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: 51.09, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方6.28%,1H压力下方1.73%｜支撑:距4H支撑37.56%,距1H支撑13.24%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.251 bearish(caution) [XGB:0.269/RF:0.223]\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": 110.13
  },
  "stopLoss": {
    "stopPrice": 101.74
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 33.33, 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: 51.09, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方6.28%,1H压力下方1.73%｜支撑:距4H支撑37.56%,距1H支撑13.24%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.251 bearish(caution) [XGB:0.269/RF:0.223]\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6.28%,1H压力下方1.73%｜支撑:距4H支撑37.56%,距1H支撑13.24% | 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": "2026-05-07T15:24:15.366727"
}

{
  "ticker": "ORCX",
  "action": "buy",
  "price": 46.09,
  "referencePrice": 46.09,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-Momolongswing信号\nSignal: B+4, WMvalue: 17.93, 趋势强度: 35.3%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 44.5, 趋势强度: 64.7%\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23.02%,1H压力下方7.98%｜支撑:距4H支撑25.34%,距1H支撑15.13%\n\nMarketRegime: APEX_BULL\nSqueeze: 🟡局部背离 pass, HTF[非挤压,有pass]+Cur[挤压中,无pass]\nML: 0.189 bearish(caution) [XGB:0.183/RF:0.197]\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)",
    "originalIndicator": "AImonitor-Momolongswing信号"
  },
  "quantity": "108",
  "takeProfit": {
    "limitPrice": 48.39
  },
  "stopLoss": {
    "stopPrice": 44.71
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "B+4",
    "final_rating": "📌AImonitor-Momolongswing信号\nSignal: B+4, WMvalue: 17.93, 趋势强度: 35.3%\n动能一致性: 分歧 (1/4)\nMomo State: 共振多头 (2+2)\nHTF: B+4,pass, WMvalue: 44.5, 趋势强度: 64.7%\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23.02%,1H压力下方7.98%｜支撑:距4H支撑25.34%,距1H支撑15.13%\n\nMarketRegime: APEX_BULL\nSqueeze: 🟡局部背离 pass, HTF[非挤压,有pass]+Cur[挤压中,无pass]\nML: 0.189 bearish(caution) [XGB:0.183/RF:0.197]\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)",
    "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23.02%,1H压力下方7.98%｜支撑:距4H支撑25.34%,距1H支撑15.13% | 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": "2026-05-07T15:17:33.803577"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 105.76,
  "referencePrice": 105.76,
  "timeframe": "5",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 54.31, 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: 32.48, 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 (UDUU)\nOB: OB中性｜压力:4H压力下方5.41%,1H压力下方0.89%｜支撑:距4H支撑38.08%,距1H支撑13.96%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.254 bearish(caution) [XGB:0.280/RF:0.214]\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": "18",
  "takeProfit": {
    "limitPrice": 111.05
  },
  "stopLoss": {
    "stopPrice": 102.59
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 54.31, 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: 32.48, 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 (UDUU)\nOB: OB中性｜压力:4H压力下方5.41%,1H压力下方0.89%｜支撑:距4H支撑38.08%,距1H支撑13.96%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.254 bearish(caution) [XGB:0.280/RF:0.214]\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: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5.41%,1H压力下方0.89%｜支撑:距4H支撑38.08%,距1H支撑13.96% | 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": "2026-05-07T14:44:26.964849"
}

{
  "data": {
    "ETFQTY": "1000",
    "obData": "Timeframe: ; Bullish OB: 162.66 - 162.66; Bearish OB: 162.66 - 162.66",
    "symbol": "SOXL",
    "MAtrend": "0",
    "pmaText": "PMA Bullish",
    "POCtrend": "2",
    "adxValue": "24.334136232",
    "CVDsignal": "cvdAboveMA",
    "SQZsignal": "no squeeze",
    "MOMOsignal": "bullishmomo",
    "choppiness": "50.2321213534",
    "RSIHAsignal": "BullishHA",
    "poc_summary": "Daily POC: 161.00; Prev DailyPOC: 161.00; Weekly POC: 161.00; Prev Weekly POC: 126.00; Monthly POC: 161.00; Prev Monthly POC: 52.00",
    "AIbandsignal": "green uptrend",
    "center_trend": "Weak Bearish",
    "ratingstatus": "Bullish-Strong-TrendDriven",
    "HTFwave_signal": "Bearish",
    "TrendTracerHTF": "-1",
    "ewotrend_state": "Strong Bullish",
    "lastDemandText": "153.89 - 152.58 | 5m",
    "lastSupplyText": "162.82 - 161.53 | 5m",
    "FormattedScores": "S:2 / L:2",
    "rsi_state_trend": "Bearish",
    "wavemarket_state": "Long Weak",
    "Current_timeframe": "5",
    "TrendTracersignal": "1",
    "MAtrend_timeframe1": "1",
    "MAtrend_timeframe2": "1",
    "Middle_smooth_trend": "Bearish",
    "adaptive_timeframe_1": "15",
    "adaptive_timeframe_2": "60",
    "choppingrange_signal": "no chopping",
    "trend_change_volatility_stop": "154"
  },
  "action": "buy",
  "extras": {
    "risk": 1,
    "indicator": "📌algo X SniperBuy MainTrend AI\nSignal: A++4, WMvalue: 40.26, 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-2,reject, WMvalue: -1.13, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (-1+-1) | 15\nMarket Structure: V1 (UUUU)\n⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H无支撑OB｜阻力:4H无阻力OB,1H无阻力OB\nDeviation: 53.5% → 仓位x0.6\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.166 bearish(caution) [XGB:0.145/RF:0.197]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 正常通过\nHTF⚠️方向不一致",
    "oscrating": 70,
    "timeframe": "5m",
    "trendrating": 90,
    "referencePrice": 162.66,
    "originalIndicator": "algo X SniperBuy MainTrend AI"
  },
  "ticker": "SOXL",
  "quantity": "15",
  "stopLoss": {
    "stopPrice": 155.91
  },
  "takeProfit": {
    "limitPrice": 52.0
  },
  "timeframe": "5m",
  "filter_result": {
    "decision": "pass",
    "rating": "A++4",
    "final_rating": "📌algo X SniperBuy MainTrend AI\nSignal: A++4, WMvalue: 40.26, 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-2,reject, WMvalue: -1.13, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (-1+-1) | 15\nMarket Structure: V1 (UUUU)\n⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H无支撑OB｜阻力:4H无阻力OB,1H无阻力OB\nDeviation: 53.5% → 仓位x0.6\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.166 bearish(caution) [XGB:0.145/RF:0.197]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 正常通过\nHTF⚠️方向不一致",
    "reason": "阶段1: A++4级 (总分0.6, WMvalue: 40.26) | 阶段2: HTF规则reject | 阶段3(6维度): 当前A级强势覆盖HTF规则reject | 阶段4(V评级): 正常通过：6维度pass + V评级V1 | 阶段5(OB): OB中性｜支撑:4H无支撑OB,1H无支撑OB｜阻力:4H无阻力OB,1H无阻力OB | 乖离率: 53.5%(x1.15)→仓位x0.6 | 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": false,
        "threshold": 40.0,
        "details": "TSI=40.26 < 40.0 (避免超买)"
      },
      "tsi_value": 40.25716091481758
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T14:40:27.445049"
}

{
  "ticker": "NVDL",
  "action": "buy",
  "price": 105.9,
  "referencePrice": 105.9,
  "timeframe": "15",
  "extras": {
    "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 32.48, 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: 49.08, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方5.27%,1H压力下方0.76%｜支撑:距4H支撑38.16%,距1H支撑14.07%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.275 bearish(caution) [XGB:0.280/RF:0.268]\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": 111.19
  },
  "stopLoss": {
    "stopPrice": 102.72
  },
  "filter_result": {
    "decision": "strongpass",
    "rating": "A++4",
    "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A++4, WMvalue: 32.48, 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: 49.08, 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: V4 (UDUU)\nOB: OB中性｜压力:4H压力下方5.27%,1H压力下方0.76%｜支撑:距4H支撑38.16%,距1H支撑14.07%\n\nMarketRegime: APEX_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nML: 0.275 bearish(caution) [XGB:0.280/RF:0.268]\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5.27%,1H压力下方0.76%｜支撑:距4H支撑38.16%,距1H支撑14.07% | 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": "2026-05-07T14:30:09.558594"
}

{
  "action": "buy",
  "extras": {
    "indicator": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 40.26, 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-2,reject, WMvalue: -1.13, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (-1+-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28.31%,1H支撑上方22.11%｜阻力:距4H阻力6.2007812984436035e+99%,距1H阻力6.2007812984436035e+99%\nDeviation: 53.5% → 仓位x0.6\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.166 bearish(caution) [XGB:0.145/RF:0.197]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 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=25)\nML模型 ✅: XGB:✅(0.6800≥0.3200) | LGBM:❌(0.2859<0.3200)\n8层矩阵 proxy❌ 实✅: 硬逆势=0 软逆势=0 | 全部对齐\n最终仓位: 150%",
    "timeframe": "5",
    "initialSlPct": 2,
    "trailingStop": {
      "ladder": [
        {
          "profitPct": 2.4,
          "newStopPct": 1
        },
        {
          "profitPct": 2.7,
          "newStopPct": 1.8
        },
        {
          "profitPct": 4.2,
          "newStopPct": 2.9
        },
        {
          "profitPct": 5.3,
          "newStopPct": 4.1
        }
      ],
      "trailPct": 2.2,
      "activationPct": 5.3
    },
    "originalIndicator": "Trend Optimizer Strategy"
  },
  "ticker": "SOXL",
  "quantity": "173",
  "stopLoss": {
    "stopPrice": 154.39
  },
  "takeProfit": {
    "limitPrice": 178.47
  },
  "referencePrice": 161.27,
  "timeframe": "5",
  "filter_result": {
    "decision": "pass",
    "rating": "A++4",
    "final_rating": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 40.26, 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-2,reject, WMvalue: -1.13, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (-1+-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28.31%,1H支撑上方22.11%｜阻力:距4H阻力6.2007812984436035e+99%,距1H阻力6.2007812984436035e+99%\nDeviation: 53.5% → 仓位x0.6\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️局部牵引 pass, HTF[挤压中,无pass]+Cur[非挤压,有pass]\nML: 0.166 bearish(caution) [XGB:0.145/RF:0.197]\n多维综合评级: A++4 M+4 V1\nFinal Decision: PASS - 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=25)\nML模型 ✅: XGB:✅(0.6800≥0.3200) | LGBM:❌(0.2859<0.3200)\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": "阶段1: A++4级 (总分0.6, WMvalue: 40.26) | 阶段2: HTF规则reject | 阶段3(6维度): 当前A级强势覆盖HTF规则reject | 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28.31%,1H支撑上方22.11%｜阻力:距4H阻力6.2007812984436035e+99%,距1H阻力6.2007812984436035e+99% | 乖离率: 53.5%(x1.15)→仓位x0.6 | 阶段6(MRC): [MRC顺势] VELOCITY_BULL，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": 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": false,
        "threshold": 40.0,
        "details": "TSI=40.26 < 40.0 (避免超买)"
      },
      "tsi_value": 40.25716091481758
    },
    "htf_mismatch": true
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T14:30:15.188558"
}

{
  "action": "buy",
  "extras": {
    "indicator": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 36.26, 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,reject, WMvalue: -66.78, 趋势强度: 100%\nHTF动能一致性: 分歧 (0/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: VOID (DUDD)\n🔴 OB: reject(-2) - 做多信号在1H Bearish OB区域内/附近，阻力拒绝｜支撑:4H支撑上方26.97%,1H支撑上方26.99%｜阻力:距4H阻力56.23%,已破1H阻力1.45%\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: 0.267 bearish(caution) [XGB:0.280/RF:0.248]\n多维综合评级: A++4 M+4 VOID\nFinal Decision: REJECT - [1H][Momo+TSI] Momo=4+TSIHA=1+TSI=59.0，挽救做多 | 趋势双强↑strong_pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → ml_only(ml=125×0.75)\nML模型 ✅: XGB:✅(0.5679≥0.3000) | LGBM:✅(0.5449≥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: 94%",
    "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": "56",
  "stopLoss": {
    "stopPrice": 207.07
  },
  "takeProfit": {
    "limitPrice": 229.91
  },
  "referencePrice": 213.6,
  "timeframe": "5",
  "filter_result": {
    "decision": "reject",
    "rating": "A++4",
    "final_rating": "📌Trend Optimizer Strategy\nSignal: A++4, WMvalue: 36.26, 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,reject, WMvalue: -66.78, 趋势强度: 100%\nHTF动能一致性: 分歧 (0/4)\nHTF Momo State: 共振空头 (-2+-2) | 15\nMarket Structure: VOID (DUDD)\n🔴 OB: reject(-2) - 做多信号在1H Bearish OB区域内/附近，阻力拒绝｜支撑:4H支撑上方26.97%,1H支撑上方26.99%｜阻力:距4H阻力56.23%,已破1H阻力1.45%\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: 0.267 bearish(caution) [XGB:0.280/RF:0.248]\n多维综合评级: A++4 M+4 VOID\nFinal Decision: REJECT - [1H][Momo+TSI] Momo=4+TSIHA=1+TSI=59.0，挽救做多 | 趋势双强↑strong_pass\n--- AI decision矩阵+ML模型 ---\nAI decision矩阵+ML模型 LONG → ml_only(ml=125×0.75)\nML模型 ✅: XGB:✅(0.5679≥0.3000) | LGBM:✅(0.5449≥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: 94%",
    "reason": "阶段1: A++4级 (总分0.6, WMvalue: 36.26) | 阶段2: HTF规则reject | 阶段3(6维度): 当前A级强势覆盖HTF规则reject | 阶段4(V评级): VOID豁免通过：当前A+级 | 阶段5(OB): 做多信号在1H Bearish OB区域内/附近，阻力拒绝｜支撑:4H支撑上方26.97%,1H支撑上方26.99%｜阻力:距4H阻力56.23%,已破1H阻力1.45% | 阶段6(MRC): [1H][Momo+TSI] Momo=4+TSIHA=1+TSI=59.0，挽救做多",
    "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=36.26 < 40.0 (避免超买)"
      },
      "tsi_value": 36.25584780680274
    },
    "htf_mismatch": false
  },
  "signal_type": "filtered",
  "forwarded_at": "2026-05-07T14:25:17.650768"
}