SOXL
加仓
P_SOXL_2026-04-08_1
SHORT
49
BT-ML Optimized
-
$66.87
04/08 14:45
SL $68.30
TP $62.14
$67.22
Avg
04/08 15:50
$-56.66
Pro
-1.73%
Webhook Signal
1h 4m
Ticker: SOXL Action: sellTF: 5Price: $66.86Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6418≥0.5400) | LGBM:反对(0.3770<0.5400)
Score: 0.5094 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
timeframe
5
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6418≥0.5400) | LGBM:反对(0.3770<0.5400)
Score: 0.5094 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
initialSlPct
2
trailingStop
activationPct: 2.12, trailPct: 1.27, ladder: [{'profitPct': 1.41, 'newStopPct': 0.0}, {'profitPct': 1.63, 'newStopPct': 0.36}, {'profitPct': 4.07, 'newStopPct': 2.67}, {'profitPct': 7.06, 'newStopPct': 2.8}]
SL: $68.30 TP: $62.14 Qty: 49
{
"ticker": "SOXL",
"action": "sell",
"quantity": 49,
"referencePrice": 66.86,
"takeProfit": {
"limitPrice": 62.14
},
"stopLoss": {
"stopPrice": 68.3
},
"extras": {
"timeframe": "5",
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.6418≥0.5400) | LGBM:反对(0.3770<0.5400)\nScore: 0.5094 (阈值: 0.5400) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4821 (阈值:0.4000)\n② 投票: 支持(0.482≥0.4)(0.482≥0.4)\nTFT模型：反对(prob=0.455<0.480)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)\n支持+2 | 最终仓位: 72%",
"initialSlPct": 2,
"trailingStop": {
"activationPct": 2.12,
"trailPct": 1.27,
"ladder": [
{
"profitPct": 1.41,
"newStopPct": 0.0
},
{
"profitPct": 1.63,
"newStopPct": 0.36
},
{
"profitPct": 4.07,
"newStopPct": 2.67
},
{
"profitPct": 7.06,
"newStopPct": 2.8
}
]
}
}
}
SOXL
加仓
P_SOXL_2026-04-08_1
SHORT
117
BT-ML Optimized
-
$66.84
04/08 14:45
SL $67.89
TP $63.84
$67.22
Avg
04/08 15:50
$-135.23
Pro
-1.73%
Webhook Signal
1h 4m
Ticker: SOXL Action: sellTF: 5Price: $66.86Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6418≥0.5400) | LGBM:反对(0.3770<0.5400)
Score: 0.5094 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
timeframe
5
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6418≥0.5400) | LGBM:反对(0.3770<0.5400)
Score: 0.5094 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
initialSlPct
2
trailingStop
activationPct: 1.4, trailPct: 0.84, ladder: [{'profitPct': 0.91, 'newStopPct': 0.0}, {'profitPct': 0.92, 'newStopPct': 0.08}, {'profitPct': 2.76, 'newStopPct': 1.58}, {'profitPct': 4.52, 'newStopPct': 1.92}]
SL: $67.89 TP: $63.84 Qty: 117
{
"ticker": "SOXL",
"action": "sell",
"quantity": 117,
"referencePrice": 66.86,
"takeProfit": {
"limitPrice": 63.84
},
"stopLoss": {
"stopPrice": 67.89
},
"extras": {
"timeframe": "5",
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.6418≥0.5400) | LGBM:反对(0.3770<0.5400)\nScore: 0.5094 (阈值: 0.5400) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4821 (阈值:0.4000)\n② 投票: 支持(0.482≥0.4)(0.482≥0.4)\nTFT模型：反对(prob=0.455<0.480)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)\n支持+2 | 最终仓位: 72%",
"initialSlPct": 2,
"trailingStop": {
"activationPct": 1.4,
"trailPct": 0.84,
"ladder": [
{
"profitPct": 0.91,
"newStopPct": 0.0
},
{
"profitPct": 0.92,
"newStopPct": 0.08
},
{
"profitPct": 2.76,
"newStopPct": 1.58
},
{
"profitPct": 4.52,
"newStopPct": 1.92
}
]
}
}
}
TSLL
加仓
P_TSLL_2026-04-08_2
SHORT
190
📌AImonitor-wavematrix动能共振 Signal:
A (-4)
$10.45
04/08 13:55
SL $10.74
TP $9.91
$10.49
Avg
04/08 13:59
+$3.16
Pro
0.16%
Trailing Stop
4m
Ticker: TSLL Action: sellPrice: $10.43Indicator: 📌AImonitor-wavematrix动能共振
Signal: A-4, WMvalue: -42.06, 趋势强度: 88.2%
动能一致性: 强一致 (4/4)
Momo State: 共振空头 (-2+-2)
HTF: B-4,strongpass, WMvalue: -3.25, 趋势强度: 47.1%
HTF动能一致性: 一致 (3/4)
HTF Momo State: 共振空头 (-2+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方17.93%,1H压力下方10.64%｜支撑:距4H支撑0.67%,距1H支撑2.88%
MarketRegime: APEX_BEAR
Squeeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]
Resonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]
ML: 0.509 weak(caution) [XGB:0.496/RF:0.530]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: A-4 M-4 V2
Final Decision: STRONGPASS - 完美确认Grade:
A (-4)
indicator
📌AImonitor-wavematrix动能共振
Signal: A-4, WMvalue: -42.06, 趋势强度: 88.2%
动能一致性: 强一致 (4/4)
Momo State: 共振空头 (-2+-2)
HTF: B-4,strongpass, WMvalue: -3.25, 趋势强度: 47.1%
HTF动能一致性: 一致 (3/4)
HTF Momo State: 共振空头 (-2+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方17.93%,1H压力下方10.64%｜支撑:距4H支撑0.67%,距1H支撑2.88%
MarketRegime: APEX_BEAR
Squeeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]
Resonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]
ML: 0.509 weak(caution) [XGB:0.496/RF:0.530]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: A-4 M-4 V2
Final Decision: STRONGPASS - 完美确认
SL: $10.74 TP: $9.91 Qty: 190
{
"ticker": "TSLL",
"action": "sell",
"price": 10.43,
"referencePrice": 10.43,
"timeframe": "15",
"extras": {
"indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -42.06, 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: -3.25, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方17.93%,1H压力下方10.64%｜支撑:距4H支撑0.67%,距1H支撑2.88%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nResonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]\nML: 0.509 weak(caution) [XGB:0.496/RF:0.530]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: A-4 M-4 V2\nFinal Decision: STRONGPASS - 完美确认"
},
"quantity": "190",
"takeProfit": {
"limitPrice": 9.91
},
"stopLoss": {
"stopPrice": 10.74
},
"filter_result": {
"decision": "strongpass",
"rating": "A-4",
"final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -42.06, 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: -3.25, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方17.93%,1H压力下方10.64%｜支撑:距4H支撑0.67%,距1H支撑2.88%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nResonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]\nML: 0.509 weak(caution) [XGB:0.496/RF:0.530]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: A-4 M-4 V2\nFinal Decision: STRONGPASS - 完美确认",
"reason": "ABC:A-4(-0.400) | HTF:strongpass | 6D:高质量信号：当前A级强势+HTFB-4支持+HTF规则strongpass | L4:完美确认：6维度strongpass + V评级V2 | L5:OB中性｜压力:4H压力下方17.93%,1H压力下方10.64%｜支撑:距4H支撑0.67%,距1H支撑2.88% | 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": "2026-04-08T17:55:01.943540"
}
TSLL
P_TSLL_2026-04-08_2
SHORT
127
📌AImonitor-MomoSwing信号 Signal:
B (-4)
$10.59
04/08 13:37
SL $10.91
TP $10.06
$10.49
Avg
04/08 13:59
+$2.14
Pro
0.16%
Trailing Stop
22m
Ticker: TSLL Action: sellPrice: $10.59Indicator: 📌AImonitor-MomoSwing信号
Signal: B-4, WMvalue: -40.83, 趋势强度: 64.7%
动能一致性: 较弱 (2/4)
Momo State: 共振空头 (-2+-2)
HTF: B-4,strongpass, WMvalue: -2.77, 趋势强度: 47.1%
HTF动能一致性: 一致 (3/4)
HTF Momo State: 共振空头 (-2+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方16.15%,1H压力下方8.97%｜支撑:距4H支撑2.17%,距1H支撑4.34%
MarketRegime: APEX_BEAR
Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]
Resonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]
ML: 0.492 weak(caution) [XGB:0.496/RF:0.487]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: B-4 M-4 V2
Final Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V2)Grade:
B (-4)
indicator
📌AImonitor-MomoSwing信号
Signal: B-4, WMvalue: -40.83, 趋势强度: 64.7%
动能一致性: 较弱 (2/4)
Momo State: 共振空头 (-2+-2)
HTF: B-4,strongpass, WMvalue: -2.77, 趋势强度: 47.1%
HTF动能一致性: 一致 (3/4)
HTF Momo State: 共振空头 (-2+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方16.15%,1H压力下方8.97%｜支撑:距4H支撑2.17%,距1H支撑4.34%
MarketRegime: APEX_BEAR
Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]
Resonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]
ML: 0.492 weak(caution) [XGB:0.496/RF:0.487]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: B-4 M-4 V2
Final Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V2)
SL: $10.91 TP: $10.06 Qty: 127
{
"ticker": "TSLL",
"action": "sell",
"price": 10.59,
"referencePrice": 10.59,
"timeframe": "15",
"extras": {
"indicator": "📌AImonitor-MomoSwing信号\nSignal: B-4, WMvalue: -40.83, 趋势强度: 64.7%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -2.77, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方16.15%,1H压力下方8.97%｜支撑:距4H支撑2.17%,距1H支撑4.34%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]\nML: 0.492 weak(caution) [XGB:0.496/RF:0.487]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: B-4 M-4 V2\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V2)"
},
"quantity": "127",
"takeProfit": {
"limitPrice": 10.06
},
"stopLoss": {
"stopPrice": 10.91
},
"filter_result": {
"decision": "strongpass",
"rating": "B-4",
"final_rating": "📌AImonitor-MomoSwing信号\nSignal: B-4, WMvalue: -40.83, 趋势强度: 64.7%\n动能一致性: 较弱 (2/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -2.77, 趋势强度: 47.1%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方16.15%,1H压力下方8.97%｜支撑:距4H支撑2.17%,距1H支撑4.34%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]\nML: 0.492 weak(caution) [XGB:0.496/RF:0.487]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: B-4 M-4 V2\nFinal Decision: STRONGPASS - 6维度已拒绝，V评级确认维持 (V=V2)",
"reason": "ABC:B-4(-0.360) | HTF:strongpass | 6D:未匹配任何通过规则：cur_T2/weak/supportive, htf_T2/solid/supportive, htf_rule=strongpass | L4:6维度已拒绝，V评级确认维持 (V=V2) | L5:OB中性｜压力:4H压力下方16.15%,1H压力下方8.97%｜支撑:距4H支撑2.17%,距1H支撑4.34% | L6:[MRC极强] APEX_BEAR+B-4级+HTF通过，强势做空",
"scores": {},
"htf_mismatch": false
},
"signal_type": "filtered",
"forwarded_at": "2026-04-08T17:37:21.645510"
}
ALAB
加仓
P_ALAB_2026-04-08_1
LONG
39
BT-ML Optimized
-
$125.64
04/08 13:35
SL $121.85
TP $133.16
$123.67
Avg
04/08 15:00
$-72.41
Pro
-1.48%
Webhook Signal
1h 25m
Ticker: ALAB Action: buyPrice: $125.62Indicator: BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.5379≥0.4600) | LGBM:支持(0.5047≥0.4600)
Score: 0.5213 (阈值: 0.4600) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.6602 (阈值:0.3200)
② 投票: 支持(0.660≥0.32)(0.660≥0.3)
TFT模型：反对(prob=0.054<0.570)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.1277<0.37）LGBM:反对(0.0029<0.37)
支持+0 | 最终仓位: 50%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
122.79842788796053
TSI
21.399271941296796
TSIMA
13.54150577069788
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
60.072333622582654
CenterTrend_State
2
Momentum_State
2
MomoSwingState
-2
MomolongswingState
2
momoCompositeScore
0
Wavematrixtrend
2
referencePrice
125.62
TrendTracersignal
-1
TrendTracerHTF
1
final_max_dev
1.4285906378687263
current_deviation
0.35914429493658573
Daily_POC
124
Previous_Daily_POC
116
Weekly_POC
116
Previous_Weekly_POC
108
Monthly_POC
116
Previous_Monthly_POC
119
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
125.42655470736274
HULL20
125.53345086580086
hull20status
1
hull55status
1
FinalmaintrendScore
6
Final_HTFScore
4
Final_WAVEScore
5
finaltotalScore
11
trendStrengthPct
64.70588235294117
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
119.4
Bullish_OB_Bottom
119.06
Bearish_OB_Top
130
Bearish_OB_Bottom
128.3475
_kline
{'time': 1775669700, 'open': 125.62, 'high': 125.62, 'low': 125.62, 'close': 125.62, 'volume': 1}
indicator
BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.5379≥0.4600) | LGBM:支持(0.5047≥0.4600)
Score: 0.5213 (阈值: 0.4600) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.6602 (阈值:0.3200)
② 投票: 支持(0.660≥0.32)(0.660≥0.3)
TFT模型：反对(prob=0.054<0.570)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.1277<0.37）LGBM:反对(0.0029<0.37)
支持+0 | 最终仓位: 50%
SL: $121.85 TP: $133.16 Qty: 39
{
"ticker": "ALAB",
"exchange": "NASDAQ",
"timeframe": "5",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 125.62,
"referencePrice": 125.62,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 122.79842788796053,
"TSI": 21.399271941296796,
"TSIMA": 13.54150577069788,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 60.072333622582654,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": -2,
"MomolongswingState": 2,
"momoCompositeScore": 0,
"Wavematrixtrend": 2,
"referencePrice": 125.62,
"TrendTracersignal": -1,
"TrendTracerHTF": 1,
"final_max_dev": 1.4285906378687263,
"current_deviation": 0.35914429493658573,
"Daily_POC": 124,
"Previous_Daily_POC": 116,
"Weekly_POC": 116,
"Previous_Weekly_POC": 108,
"Monthly_POC": 116,
"Previous_Monthly_POC": 119,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 125.42655470736274,
"HULL20": 125.53345086580086,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 6,
"Final_HTFScore": 4,
"Final_WAVEScore": 5,
"finaltotalScore": 11,
"trendStrengthPct": 64.70588235294117,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 119.4,
"Bullish_OB_Bottom": 119.06,
"Bearish_OB_Top": 130,
"Bearish_OB_Bottom": 128.3475,
"_kline": {
"time": 1775669700,
"open": 125.62,
"high": 125.62,
"low": 125.62,
"close": 125.62,
"volume": 1
}
},
"monitor_trigger": {
"id": "T4_BiasState",
"source": "trend",
"field": "BiasState",
"prev_value": -1,
"curr_value": 2,
"weight": "normal",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "15",
"generated_at": "2026-04-08T17:35:04.007Z",
"takeProfit": {
"limitPrice": 133.16
},
"stopLoss": {
"stopPrice": 121.85
},
"quantity": "39",
"indicator": "T4_BiasState",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 3支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.5379≥0.4600) | LGBM:支持(0.5047≥0.4600)\nScore: 0.5213 (阈值: 0.4600) PASS [平局降仓50%]\nWMU 29维模型：\n① 评分: 0.6602 (阈值:0.3200)\n② 投票: 支持(0.660≥0.32)(0.660≥0.3)\nTFT模型：反对(prob=0.054<0.570)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:反对(0.1277<0.37）LGBM:反对(0.0029<0.37)\n支持+0 | 最终仓位: 50%"
}
}
ALAB
P_ALAB_2026-04-08_1
LONG
39
BT-ML Optimized
-
$125.42
04/08 12:50
SL $121.66
TP $132.95
$123.67
Avg
04/08 15:00
$-72.28
Pro
-1.48%
Webhook Signal
2h 10m
Ticker: ALAB Action: buyPrice: $125.42Indicator: BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.5921≥0.4600) | LGBM:支持(0.8240≥0.4600)
Score: 0.7080 (阈值: 0.4600) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.6231 (阈值:0.3200)
② 投票: 支持(0.623≥0.32)(0.623≥0.3)
TFT模型：反对(prob=0.054<0.570)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.1277<0.37）LGBM:反对(0.0029<0.37)
支持+0 | 最终仓位: 50%
volatilitytrend
-1
BiasState
-1
PPOState
-0.5
sqzPassLONG
1
sqzPassSHORT
0
squezze
1
Background_Color
344357752
volatility_stop
125.5727104043634
TSI
11.14701578155576
TSIMA
-0.3916827574897188
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
58.1767156758399
CenterTrend_State
-1
Momentum_State
2
MomoSwingState
-2
MomolongswingState
2
momoCompositeScore
0
Wavematrixtrend
1
referencePrice
125.42
TrendTracersignal
-1
TrendTracerHTF
1
final_max_dev
1.4285906378687263
current_deviation
0.4857348838841326
Daily_POC
124
Previous_Daily_POC
116
Weekly_POC
116
Previous_Weekly_POC
108
Monthly_POC
116
Previous_Monthly_POC
119
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
0
HTFMAtrend
2
Heikinashi_State
1
hull55
124.42576616827286
HULL20
125.21568982683985
hull20status
1
hull55status
1
FinalmaintrendScore
1
Final_HTFScore
3
Final_WAVEScore
4
finaltotalScore
5
trendStrengthPct
29.411764705882355
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
119.4
Bullish_OB_Bottom
119.06
Bearish_OB_Top
130
Bearish_OB_Bottom
128.3475
_kline
{'time': 1775667000, 'open': 125.42, 'high': 125.42, 'low': 125.42, 'close': 125.42, 'volume': 1}
indicator
BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.5921≥0.4600) | LGBM:支持(0.8240≥0.4600)
Score: 0.7080 (阈值: 0.4600) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.6231 (阈值:0.3200)
② 投票: 支持(0.623≥0.32)(0.623≥0.3)
TFT模型：反对(prob=0.054<0.570)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.1277<0.37）LGBM:反对(0.0029<0.37)
支持+0 | 最终仓位: 50%
SL: $121.66 TP: $132.95 Qty: 39
{
"ticker": "ALAB",
"exchange": "NASDAQ",
"timeframe": "5",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 125.42,
"referencePrice": 125.42,
"data": {
"volatilitytrend": -1,
"BiasState": -1,
"PPOState": -0.5,
"sqzPassLONG": 1,
"sqzPassSHORT": 0,
"squezze": 1,
"Background_Color": 344357752,
"volatility_stop": 125.5727104043634,
"TSI": 11.14701578155576,
"TSIMA": -0.3916827574897188,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 58.1767156758399,
"CenterTrend_State": -1,
"Momentum_State": 2,
"MomoSwingState": -2,
"MomolongswingState": 2,
"momoCompositeScore": 0,
"Wavematrixtrend": 1,
"referencePrice": 125.42,
"TrendTracersignal": -1,
"TrendTracerHTF": 1,
"final_max_dev": 1.4285906378687263,
"current_deviation": 0.4857348838841326,
"Daily_POC": 124,
"Previous_Daily_POC": 116,
"Weekly_POC": 116,
"Previous_Weekly_POC": 108,
"Monthly_POC": 116,
"Previous_Monthly_POC": 119,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 0,
"HTFMAtrend": 2,
"Heikinashi_State": 1,
"hull55": 124.42576616827286,
"HULL20": 125.21568982683985,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 1,
"Final_HTFScore": 3,
"Final_WAVEScore": 4,
"finaltotalScore": 5,
"trendStrengthPct": 29.411764705882355,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 119.4,
"Bullish_OB_Bottom": 119.06,
"Bearish_OB_Top": 130,
"Bearish_OB_Bottom": 128.3475,
"_kline": {
"time": 1775667000,
"open": 125.42,
"high": 125.42,
"low": 125.42,
"close": 125.42,
"volume": 1
}
},
"monitor_trigger": {
"id": "T1_maDir",
"source": "trend",
"field": "maDir_ShortTerm",
"prev_value": 0,
"curr_value": 1,
"weight": "normal",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "15",
"generated_at": "2026-04-08T16:50:16.079Z",
"takeProfit": {
"limitPrice": 132.95
},
"stopLoss": {
"stopPrice": 121.66
},
"quantity": "39",
"indicator": "T1_maDir",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 3支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.5921≥0.4600) | LGBM:支持(0.8240≥0.4600)\nScore: 0.7080 (阈值: 0.4600) PASS [平局降仓50%]\nWMU 29维模型：\n① 评分: 0.6231 (阈值:0.3200)\n② 投票: 支持(0.623≥0.32)(0.623≥0.3)\nTFT模型：反对(prob=0.054<0.570)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:反对(0.1277<0.37）LGBM:反对(0.0029<0.37)\n支持+0 | 最终仓位: 50%"
}
}
SMR
P_SMR_2026-04-08_1
LONG
506
WaveMatrix diamondreversalbuy
-
$9.86
04/08 12:30
SL $9.09
TP $12.23
$9.88
04/08 13:04
+$7.59
0.15%
Trailing Stop
33m
Ticker: SMR Action: buyTF: 60Price: $9.88Indicator: WaveMatrix diamondreversalbuy
timeframe
60
indicator
WaveMatrix diamondreversalbuy
SL: $9.09 TP: $12.23 Qty: 506
{
"ticker": "SMR",
"action": "buy",
"quantity": 506,
"referencePrice": 9.88,
"takeProfit": {
"limitPrice": 12.2335922566
},
"stopLoss": {
"stopPrice": 9.0888765524
},
"extras": {
"timeframe": "60",
"indicator": "WaveMatrix diamondreversalbuy"
}
}
TSLL
加仓
P_TSLL_2026-04-08_1
SHORT
119
📌AImonitor-wavematrix动能共振 Signal:
B (-4)
$10.51
04/08 12:29
SL $10.82
TP $9.98
$10.53
Avg
04/08 12:30
+$3.23
Pro
0.26%
Trailing Stop
0m
Ticker: TSLL Action: sellPrice: $10.51Indicator: 📌AImonitor-wavematrix动能共振
Signal: B-4, WMvalue: -45.76, 趋势强度: 82.4%
动能一致性: 强一致 (4/4)
Momo State: 共振空头 (-2+-2)
HTF: C-1,reject, WMvalue: -0.21, 趋势强度: 0%
HTF动能一致性: 较弱 (2/4)
HTF Momo State: 震荡偏空 (1+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方17.09%,1H压力下方9.85%｜支撑:距4H支撑1.38%,距1H支撑3.57%
MarketRegime: APEX_BEAR
Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]
Resonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]
ML: 0.458 weak(caution) [XGB:0.423/RF:0.510]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: B-4 M-4 V2
Final Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过Grade:
B (-4)
indicator
📌AImonitor-wavematrix动能共振
Signal: B-4, WMvalue: -45.76, 趋势强度: 82.4%
动能一致性: 强一致 (4/4)
Momo State: 共振空头 (-2+-2)
HTF: C-1,reject, WMvalue: -0.21, 趋势强度: 0%
HTF动能一致性: 较弱 (2/4)
HTF Momo State: 震荡偏空 (1+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方17.09%,1H压力下方9.85%｜支撑:距4H支撑1.38%,距1H支撑3.57%
MarketRegime: APEX_BEAR
Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]
Resonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]
ML: 0.458 weak(caution) [XGB:0.423/RF:0.510]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: B-4 M-4 V2
Final Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过
SL: $10.82 TP: $9.98 Qty: 119
{
"ticker": "TSLL",
"action": "sell",
"price": 10.505,
"referencePrice": 10.51,
"timeframe": "15",
"extras": {
"indicator": "📌AImonitor-wavematrix动能共振\nSignal: B-4, WMvalue: -45.76, 趋势强度: 82.4%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: C-1,reject, WMvalue: -0.21, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (1+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方17.09%,1H压力下方9.85%｜支撑:距4H支撑1.38%,距1H支撑3.57%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]\nML: 0.458 weak(caution) [XGB:0.423/RF:0.510]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: B-4 M-4 V2\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过"
},
"quantity": "119",
"takeProfit": {
"limitPrice": 9.98
},
"stopLoss": {
"stopPrice": 10.82
},
"filter_result": {
"decision": "pass",
"rating": "B-4",
"final_rating": "📌AImonitor-wavematrix动能共振\nSignal: B-4, WMvalue: -45.76, 趋势强度: 82.4%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: C-1,reject, WMvalue: -0.21, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (1+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方17.09%,1H压力下方9.85%｜支撑:距4H支撑1.38%,距1H支撑3.57%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.370 中等 [TSI×htf:+0.30 | TSI×Str:+0.60 | MA×htf:+0.50 | Time:+0.00]\nML: 0.458 weak(caution) [XGB:0.423/RF:0.510]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: B-4 M-4 V2\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
"reason": "ABC:B-4(-0.550) | HTF:reject | 6D:当前B级+HTF规则reject+HTF Momo不支持 | L4:6维度已拒绝，V评级确认维持 (V=V2) | L5:OB中性｜压力:4H压力下方17.09%,1H压力下方9.85%｜支撑:距4H支撑1.38%,距1H支撑3.57% | L6:[MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
"scores": {},
"htf_mismatch": false
},
"signal_type": "filtered",
"forwarded_at": "2026-04-08T16:29:47.248234"
}
AMDL
P_AMDL_2026-04-08_1
LONG
63
BT-ML Optimized
-
$15.80
04/08 12:08
SL $15.33
TP $16.59
$15.85
04/08 13:18
+$3.15
0.32%
Trailing Stop
1h 9m
Ticker: AMDL Action: buyPrice: $15.80Indicator: BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.7513≥0.6200) | LGBM:反对(0.4257<0.6200)
Score: 0.5885 (阈值: 0.6200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.7042 (阈值:0.6600)
② 投票: 支持(0.704≥0.66)(0.704≥0.7)
TFT模型：反对(prob=0.608<0.640)
PPO模型: 支持(prob=0.667)
OHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)
支持+1 | 最终仓位: 53%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
15.338749214979236
TSI
15.721361058536642
TSIMA
0.6108595531272214
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
59.56830501171294
CenterTrend_State
2
Momentum_State
2
MomoSwingState
-2
MomolongswingState
2
momoCompositeScore
0
Wavematrixtrend
2
referencePrice
15.8
TrendTracersignal
1
TrendTracerHTF
-1
final_max_dev
2.0873786407766826
current_deviation
1.0047978450861492
Daily_POC
15
Previous_Daily_POC
14
Weekly_POC
13.97
Previous_Weekly_POC
13
Monthly_POC
14
Previous_Monthly_POC
12
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
15.546682851688658
HULL20
15.788954112554109
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
2
Final_WAVEScore
5
finaltotalScore
13
trendStrengthPct
76.47058823529412
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
1
Bullish_OB_Top
14.39
Bullish_OB_Bottom
14.38
Bearish_OB_Top
15.94
Bearish_OB_Bottom
15.899999999999999
_kline
{'time': 1775664300, 'open': 15.78, 'high': 15.8, 'low': 15.74, 'close': 15.8, 'volume': 6532}
indicator
BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.7513≥0.6200) | LGBM:反对(0.4257<0.6200)
Score: 0.5885 (阈值: 0.6200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.7042 (阈值:0.6600)
② 投票: 支持(0.704≥0.66)(0.704≥0.7)
TFT模型：反对(prob=0.608<0.640)
PPO模型: 支持(prob=0.667)
OHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)
支持+1 | 最终仓位: 53%
SL: $15.33 TP: $16.59 Qty: 63
{
"ticker": "AMDL",
"exchange": "NASDAQ",
"timeframe": "5",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 15.8,
"referencePrice": 15.8,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 15.338749214979236,
"TSI": 15.721361058536642,
"TSIMA": 0.6108595531272214,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 59.56830501171294,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": -2,
"MomolongswingState": 2,
"momoCompositeScore": 0,
"Wavematrixtrend": 2,
"referencePrice": 15.8,
"TrendTracersignal": 1,
"TrendTracerHTF": -1,
"final_max_dev": 2.0873786407766826,
"current_deviation": 1.0047978450861492,
"Daily_POC": 15,
"Previous_Daily_POC": 14,
"Weekly_POC": 13.97,
"Previous_Weekly_POC": 13,
"Monthly_POC": 14,
"Previous_Monthly_POC": 12,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 15.546682851688658,
"HULL20": 15.788954112554109,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 2,
"Final_WAVEScore": 5,
"finaltotalScore": 13,
"trendStrengthPct": 76.47058823529412,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": 1,
"Bullish_OB_Top": 14.39,
"Bullish_OB_Bottom": 14.38,
"Bearish_OB_Top": 15.94,
"Bearish_OB_Bottom": 15.899999999999999,
"_kline": {
"time": 1775664300,
"open": 15.78,
"high": 15.8,
"low": 15.74,
"close": 15.8,
"volume": 6532
}
},
"monitor_trigger": {
"id": "C1_TrendTriple",
"source": "composite",
"field": "TrendTriple",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "15",
"generated_at": "2026-04-08T16:08:55.970Z",
"takeProfit": {
"limitPrice": 16.59
},
"stopLoss": {
"stopPrice": 15.33
},
"quantity": "63",
"indicator": "C1_TrendTriple",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.7513≥0.6200) | LGBM:反对(0.4257<0.6200)\nScore: 0.5885 (阈值: 0.6200) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.7042 (阈值:0.6600)\n② 投票: 支持(0.704≥0.66)(0.704≥0.7)\nTFT模型：反对(prob=0.608<0.640)\nPPO模型: 支持(prob=0.667)\nOHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)\n支持+1 | 最终仓位: 53%"
}
}
TSLL
P_TSLL_2026-04-08_1
SHORT
118
📌AImonitor-wavematrix动能共振 Signal:
B (-4)
$10.60
04/08 12:02
SL $10.90
TP $10.05
$10.53
Avg
04/08 12:30
+$3.23
Pro
0.26%
Trailing Stop
28m
Ticker: TSLL Action: sellPrice: $10.58Indicator: 📌AImonitor-wavematrix动能共振
Signal: B-4, WMvalue: -44.57, 趋势强度: 82.4%
动能一致性: 强一致 (4/4)
Momo State: 共振空头 (-2+-2)
HTF: C-1,reject, WMvalue: 0.09, 趋势强度: 0%
HTF动能一致性: 较弱 (2/4)
HTF Momo State: 震荡偏空 (1+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方16.25%,1H压力下方9.06%｜支撑:距4H支撑2.09%,距1H支撑4.26%
MarketRegime: APEX_BEAR
Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]
Resonance: +0.150 弱 [TSI×htf:+0.00 | TSI×Str:+0.60 | MA×htf:+0.00 | Time:+0.00]
ML: 0.457 weak(caution) [XGB:0.423/RF:0.509]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: B-4 M-4 V2
Final Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过Grade:
B (-4)
indicator
📌AImonitor-wavematrix动能共振
Signal: B-4, WMvalue: -44.57, 趋势强度: 82.4%
动能一致性: 强一致 (4/4)
Momo State: 共振空头 (-2+-2)
HTF: C-1,reject, WMvalue: 0.09, 趋势强度: 0%
HTF动能一致性: 较弱 (2/4)
HTF Momo State: 震荡偏空 (1+-2) | 60
Market Structure: V2 (DDDU)
OB: OB中性｜压力:4H压力下方16.25%,1H压力下方9.06%｜支撑:距4H支撑2.09%,距1H支撑4.26%
MarketRegime: APEX_BEAR
Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]
Resonance: +0.150 弱 [TSI×htf:+0.00 | TSI×Str:+0.60 | MA×htf:+0.00 | Time:+0.00]
ML: 0.457 weak(caution) [XGB:0.423/RF:0.509]
预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%
多维综合评级: B-4 M-4 V2
Final Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过
SL: $10.90 TP: $10.05 Qty: 118
{
"ticker": "TSLL",
"action": "sell",
"price": 10.581,
"referencePrice": 10.58,
"timeframe": "15",
"extras": {
"indicator": "📌AImonitor-wavematrix动能共振\nSignal: B-4, WMvalue: -44.57, 趋势强度: 82.4%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: C-1,reject, WMvalue: 0.09, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (1+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方16.25%,1H压力下方9.06%｜支撑:距4H支撑2.09%,距1H支撑4.26%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.150 弱 [TSI×htf:+0.00 | TSI×Str:+0.60 | MA×htf:+0.00 | Time:+0.00]\nML: 0.457 weak(caution) [XGB:0.423/RF:0.509]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: B-4 M-4 V2\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过"
},
"quantity": "118",
"takeProfit": {
"limitPrice": 10.05
},
"stopLoss": {
"stopPrice": 10.9
},
"filter_result": {
"decision": "pass",
"rating": "B-4",
"final_rating": "📌AImonitor-wavematrix动能共振\nSignal: B-4, WMvalue: -44.57, 趋势强度: 82.4%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: C-1,reject, WMvalue: 0.09, 趋势强度: 0%\nHTF动能一致性: 较弱 (2/4)\nHTF Momo State: 震荡偏空 (1+-2) | 60\nMarket Structure: V2 (DDDU)\nOB: OB中性｜压力:4H压力下方16.25%,1H压力下方9.06%｜支撑:距4H支撑2.09%,距1H支撑4.26%\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.150 弱 [TSI×htf:+0.00 | TSI×Str:+0.60 | MA×htf:+0.00 | Time:+0.00]\nML: 0.457 weak(caution) [XGB:0.423/RF:0.509]\n预测模型: ⚖️ 中性 方向一致率:50% (高置信, 10案例) 预期波动:7.1% 建议TP:-5.69%\n多维综合评级: B-4 M-4 V2\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
"reason": "ABC:B-4(-0.550) | HTF:reject | 6D:当前B级+HTF规则reject+HTF Momo不支持 | L4:6维度已拒绝，V评级确认维持 (V=V2) | L5:OB中性｜压力:4H压力下方16.25%,1H压力下方9.06%｜支撑:距4H支撑2.09%,距1H支撑4.26% | L6:[MRC极强] APEX_BEAR挽救HTF拒绝，做空通过",
"scores": {},
"htf_mismatch": false
},
"signal_type": "filtered",
"forwarded_at": "2026-04-08T16:02:00.101355"
}
QCOM
P_QCOM_2026-04-08_1
LONG
39
WaveMatrix diamondreversalbuy
-
$126.47
04/08 11:30
SL $122.50
TP $132.53
$127.05
04/09 04:01
+$22.81
0.46%
Trailing Stop
16h 30m
Ticker: QCOM Action: buyTF: 60Price: $126.51Indicator: WaveMatrix diamondreversalbuy
timeframe
60
indicator
WaveMatrix diamondreversalbuy
SL: $122.50 TP: $132.53 Qty: 39
{
"ticker": "QCOM",
"action": "buy",
"quantity": 39,
"referencePrice": 126.51,
"takeProfit": {
"limitPrice": 132.5295181449
},
"stopLoss": {
"stopPrice": 122.4969879034
},
"extras": {
"timeframe": "60",
"indicator": "WaveMatrix diamondreversalbuy"
}
}
SOXL
加仓
P_SOXL_2026-04-08_1
SHORT
118
BT-ML Optimized
-
$65.14
04/08 10:45
SL $66.15
TP $62.21
$67.22
Avg
04/08 15:50
$-132.92
Pro
-1.73%
Webhook Signal
5h 4m
Ticker: SOXL Action: sellTF: 5Price: $65.15Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3684<0.5400)
Score: 0.4937 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
timeframe
5
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3684<0.5400)
Score: 0.4937 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
initialSlPct
2
trailingStop
activationPct: 1.4, trailPct: 0.84, ladder: [{'profitPct': 0.91, 'newStopPct': 0.0}, {'profitPct': 0.92, 'newStopPct': 0.08}, {'profitPct': 2.76, 'newStopPct': 1.58}, {'profitPct': 4.52, 'newStopPct': 1.92}]
SL: $66.15 TP: $62.21 Qty: 118
{
"ticker": "SOXL",
"action": "sell",
"quantity": 118,
"referencePrice": 65.15,
"takeProfit": {
"limitPrice": 62.21
},
"stopLoss": {
"stopPrice": 66.15
},
"extras": {
"timeframe": "5",
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3684<0.5400)\nScore: 0.4937 (阈值: 0.5400) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4821 (阈值:0.4000)\n② 投票: 支持(0.482≥0.4)(0.482≥0.4)\nTFT模型：反对(prob=0.455<0.480)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)\n支持+2 | 最终仓位: 72%",
"initialSlPct": 2,
"trailingStop": {
"activationPct": 1.4,
"trailPct": 0.84,
"ladder": [
{
"profitPct": 0.91,
"newStopPct": 0.0
},
{
"profitPct": 0.92,
"newStopPct": 0.08
},
{
"profitPct": 2.76,
"newStopPct": 1.58
},
{
"profitPct": 4.52,
"newStopPct": 1.92
}
]
}
}
}
SOXL
P_SOXL_2026-04-08_1
SHORT
51
BT-ML Optimized
-
$65.14
04/08 10:45
SL $66.55
TP $60.55
$67.22
Avg
04/08 15:50
$-57.45
Pro
-1.73%
Webhook Signal
5h 4m
Ticker: SOXL Action: sellTF: 5Price: $65.15Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3684<0.5400)
Score: 0.4937 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
timeframe
5
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3684<0.5400)
Score: 0.4937 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
initialSlPct
2
trailingStop
activationPct: 2.12, trailPct: 1.27, ladder: [{'profitPct': 1.41, 'newStopPct': 0.0}, {'profitPct': 1.63, 'newStopPct': 0.36}, {'profitPct': 4.07, 'newStopPct': 2.67}, {'profitPct': 7.06, 'newStopPct': 2.8}]
SL: $66.55 TP: $60.55 Qty: 51
{
"ticker": "SOXL",
"action": "sell",
"quantity": 51,
"referencePrice": 65.15,
"takeProfit": {
"limitPrice": 60.55
},
"stopLoss": {
"stopPrice": 66.55
},
"extras": {
"timeframe": "5",
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3684<0.5400)\nScore: 0.4937 (阈值: 0.5400) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4821 (阈值:0.4000)\n② 投票: 支持(0.482≥0.4)(0.482≥0.4)\nTFT模型：反对(prob=0.455<0.480)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)\n支持+2 | 最终仓位: 72%",
"initialSlPct": 2,
"trailingStop": {
"activationPct": 2.12,
"trailPct": 1.27,
"ladder": [
{
"profitPct": 1.41,
"newStopPct": 0.0
},
{
"profitPct": 1.63,
"newStopPct": 0.36
},
{
"profitPct": 4.07,
"newStopPct": 2.67
},
{
"profitPct": 7.06,
"newStopPct": 2.8
}
]
}
}
}
CEG
P_CEG_2026-04-08_1
LONG
17
WaveMatrix starreversalbuy
-
$284.93
04/08 10:30
SL $271.64
TP $314.41
$283.37
04/08 15:00
$-26.52
-0.55%
Webhook Signal
4h 30m
Ticker: CEG Action: buyTF: 60Price: $285.06Indicator: WaveMatrix starreversalbuy
timeframe
60
indicator
WaveMatrix starreversalbuy
SL: $271.64 TP: $314.41 Qty: 17
{
"ticker": "CEG",
"action": "buy",
"quantity": 17,
"referencePrice": 285.06,
"takeProfit": {
"limitPrice": 314.4137996547
},
"stopLoss": {
"stopPrice": 271.6411201579
},
"extras": {
"timeframe": "60",
"indicator": "WaveMatrix starreversalbuy"
}
}
TSLA
P_TSLA_2026-04-08_1
SHORT
5
BT-ML Optimized
-
$350.93
04/08 10:15
SL $357.59
TP $331.24
$348.67
04/08 11:00
+$11.32
0.65%
Trailing Stop
45m
Ticker: TSLA Action: sellTF: 15Price: $350.96Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 反对(0.2186<0.6600) | LGBM:反对(0.3146<0.6600)
Score: 0.2666 (阈值: 0.6600) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4941 (阈值:0.5200)
② 投票: 弃权(边界:0.494)(0.494<0.5)
TFT模型：支持(prob=0.712≥0.410)
PPO模型: 支持(prob=0.984)
OHLCV模型：XGB:支持(0.8477≥0.32）LGBM:支持(0.6827≥0.32)
支持+2 | 最终仓位: 53%
timeframe
15
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 反对(0.2186<0.6600) | LGBM:反对(0.3146<0.6600)
Score: 0.2666 (阈值: 0.6600) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4941 (阈值:0.5200)
② 投票: 弃权(边界:0.494)(0.494<0.5)
TFT模型：支持(prob=0.712≥0.410)
PPO模型: 支持(prob=0.984)
OHLCV模型：XGB:支持(0.8477≥0.32）LGBM:支持(0.6827≥0.32)
支持+2 | 最终仓位: 53%
initialSlPct
2
trailingStop
activationPct: 1.69, trailPct: 1.01, ladder: [{'profitPct': 1.39, 'newStopPct': 0.0}, {'profitPct': 2.12, 'newStopPct': 1.11}, {'profitPct': 4.01, 'newStopPct': 2.71}, {'profitPct': 5.62, 'newStopPct': 3.0}]
SL: $357.59 TP: $331.24 Qty: 5
{
"ticker": "TSLA",
"action": "sell",
"quantity": 5,
"referencePrice": 350.96,
"takeProfit": {
"limitPrice": 331.24
},
"stopLoss": {
"stopPrice": 357.59
},
"extras": {
"timeframe": "15",
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 反对(0.2186<0.6600) | LGBM:反对(0.3146<0.6600)\nScore: 0.2666 (阈值: 0.6600) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4941 (阈值:0.5200)\n② 投票: 弃权(边界:0.494)(0.494<0.5)\nTFT模型：支持(prob=0.712≥0.410)\nPPO模型: 支持(prob=0.984)\nOHLCV模型：XGB:支持(0.8477≥0.32）LGBM:支持(0.6827≥0.32)\n支持+2 | 最终仓位: 53%",
"initialSlPct": 2,
"trailingStop": {
"activationPct": 1.69,
"trailPct": 1.01,
"ladder": [
{
"profitPct": 1.39,
"newStopPct": 0.0
},
{
"profitPct": 2.12,
"newStopPct": 1.11
},
{
"profitPct": 4.01,
"newStopPct": 2.71
},
{
"profitPct": 5.62,
"newStopPct": 3.0
}
]
}
}
}
SOXL
加仓
P_SOXL_2026-04-07_6
SHORT
52
BT-ML Optimized
-
$65.43
04/08 07:25
SL $66.84
TP $60.81
$66.17
Avg
04/08 08:05
$-162.49
Pro
-4.78%
Webhook Signal
40m
Ticker: SOXL Action: sellTF: 5Price: $65.43Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3286<0.5400)
Score: 0.4738 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
timeframe
5
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3286<0.5400)
Score: 0.4738 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
initialSlPct
2
trailingStop
activationPct: 2.12, trailPct: 1.27, ladder: [{'profitPct': 1.41, 'newStopPct': 0.0}, {'profitPct': 1.63, 'newStopPct': 0.36}, {'profitPct': 4.07, 'newStopPct': 2.67}, {'profitPct': 7.06, 'newStopPct': 2.8}]
SL: $66.84 TP: $60.81 Qty: 52
{
"ticker": "SOXL",
"action": "sell",
"quantity": 52,
"referencePrice": 65.43,
"takeProfit": {
"limitPrice": 60.81
},
"stopLoss": {
"stopPrice": 66.84
},
"extras": {
"timeframe": "5",
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3286<0.5400)\nScore: 0.4738 (阈值: 0.5400) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4821 (阈值:0.4000)\n② 投票: 支持(0.482≥0.4)(0.482≥0.4)\nTFT模型：反对(prob=0.455<0.480)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)\n支持+2 | 最终仓位: 72%",
"initialSlPct": 2,
"trailingStop": {
"activationPct": 2.12,
"trailPct": 1.27,
"ladder": [
{
"profitPct": 1.41,
"newStopPct": 0.0
},
{
"profitPct": 1.63,
"newStopPct": 0.36
},
{
"profitPct": 4.07,
"newStopPct": 2.67
},
{
"profitPct": 7.06,
"newStopPct": 2.8
}
]
}
}
}
SOXL
加仓
P_SOXL_2026-04-07_6
SHORT
120
BT-ML Optimized
-
$65.57
04/08 07:10
SL $66.58
TP $62.61
$66.17
Avg
04/08 08:05
$-375.78
Pro
-4.78%
Webhook Signal
54m
Ticker: SOXL Action: sellTF: 5Price: $65.57Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3286<0.5400)
Score: 0.4738 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
timeframe
5
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3286<0.5400)
Score: 0.4738 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
initialSlPct
2
trailingStop
activationPct: 1.4, trailPct: 0.84, ladder: [{'profitPct': 0.91, 'newStopPct': 0.0}, {'profitPct': 0.92, 'newStopPct': 0.08}, {'profitPct': 2.76, 'newStopPct': 1.58}, {'profitPct': 4.52, 'newStopPct': 1.92}]
SL: $66.58 TP: $62.61 Qty: 120
{
"ticker": "SOXL",
"action": "sell",
"quantity": 120,
"referencePrice": 65.57,
"takeProfit": {
"limitPrice": 62.61
},
"stopLoss": {
"stopPrice": 66.58
},
"extras": {
"timeframe": "5",
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.6190≥0.5400) | LGBM:反对(0.3286<0.5400)\nScore: 0.4738 (阈值: 0.5400) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4821 (阈值:0.4000)\n② 投票: 支持(0.482≥0.4)(0.482≥0.4)\nTFT模型：反对(prob=0.455<0.480)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)\n支持+2 | 最终仓位: 72%",
"initialSlPct": 2,
"trailingStop": {
"activationPct": 1.4,
"trailPct": 0.84,
"ladder": [
{
"profitPct": 0.91,
"newStopPct": 0.0
},
{
"profitPct": 0.92,
"newStopPct": 0.08
},
{
"profitPct": 2.76,
"newStopPct": 1.58
},
{
"profitPct": 4.52,
"newStopPct": 1.92
}
]
}
}
}
SOXL
加仓
P_SOXL_2026-04-07_6
SHORT
54
BT-ML Optimized
C (27)
$65.86
04/08 06:50
SL $66.47
TP $64.95
$66.17
Avg
04/08 08:05
$-169.85
Pro
-4.78%
Webhook Signal
1h 14m
Ticker: SOXL Action: sellTF: 5mPrice: $65.86Indicator: BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6466≥0.5400) | LGBM:反对(0.3568<0.5400)
Score: 0.5017 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%Grade:
C (27)
symbol
SOXL
Current_timeframe
5
CVDsignal
cvdAboveMA
choppiness
56.5067283674
adxValue
35.9018727954
FormattedScores
S:1 / L:4
RSIHAsignal
BearishHA
SQZsignal
no squeeze
choppingrange_signal
no chopping
rsi_state_trend
Bullish
center_trend
Weak Bullish
adaptive_timeframe_1
15
adaptive_timeframe_2
60
MAtrend
1
MAtrend_timeframe1
3
MAtrend_timeframe2
1
MOMOsignal
bearishmomo
Middle_smooth_trend
Bullish
TrendTracersignal
1
TrendTracerHTF
-1
pmaText
PMA Bearish
trend_change_volatility_stop
63.92
AIbandsignal
green uptrend
wavemarket_state
Neutral
HTFwave_signal
Neutral
ratingstatus
Bullish-Strong-TrendDriven
lastSupplyText
66.78 - 66.38 | 5m
lastDemandText
57.45 - 57 | 5m
obData
Timeframe: ; Bullish OB: 65.86 - 65.86; Bearish OB: 65.86 - 65.86
poc_summary
Daily POC: 66.00; Prev DailyPOC: 55.00; Weekly POC: 55.00; Prev Weekly POC: 52.00; Monthly POC: 52.00; Prev Monthly POC: 55.00
POCtrend
2
ETFQTY
1000
ewotrend_state
Weak Bullish
indicator
BT-ML Optimized SHORT
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.6466≥0.5400) | LGBM:反对(0.3568<0.5400)
Score: 0.5017 (阈值: 0.5400) PASS [多数通过]
WMU 29维模型：
① 评分: 0.4821 (阈值:0.4000)
② 投票: 支持(0.482≥0.4)(0.482≥0.4)
TFT模型：反对(prob=0.455<0.480)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)
支持+2 | 最终仓位: 72%
timeframe
5m
oscrating
55
trendrating
0
referencePrice
65.86
risk
3
SL: $66.47 TP: $64.95 Qty: 54
{
"ticker": "SOXL",
"action": "sell",
"quantity": 54,
"data": {
"symbol": "SOXL",
"Current_timeframe": "5",
"CVDsignal": "cvdAboveMA",
"choppiness": "56.5067283674",
"adxValue": "35.9018727954",
"FormattedScores": "S:1 / L:4",
"RSIHAsignal": "BearishHA",
"SQZsignal": "no squeeze",
"choppingrange_signal": "no chopping",
"rsi_state_trend": "Bullish",
"center_trend": "Weak Bullish",
"adaptive_timeframe_1": "15",
"adaptive_timeframe_2": "60",
"MAtrend": "1",
"MAtrend_timeframe1": "3",
"MAtrend_timeframe2": "1",
"MOMOsignal": "bearishmomo",
"Middle_smooth_trend": "Bullish ",
"TrendTracersignal": "1",
"TrendTracerHTF": "-1",
"pmaText": "PMA Bearish",
"trend_change_volatility_stop": "63.92",
"AIbandsignal": "green uptrend",
"wavemarket_state": "Neutral",
"HTFwave_signal": "Neutral",
"ratingstatus": "Bullish-Strong-TrendDriven",
"lastSupplyText": "66.78 - 66.38 | 5m",
"lastDemandText": "57.45 - 57 | 5m",
"obData": "Timeframe: ; Bullish OB: 65.86 - 65.86; Bearish OB: 65.86 - 65.86",
"poc_summary": "Daily POC: 66.00; Prev DailyPOC: 55.00; Weekly POC: 55.00; Prev Weekly POC: 52.00; Monthly POC: 52.00; Prev Monthly POC: 55.00",
"POCtrend": "2",
"ETFQTY": "1000",
"ewotrend_state": "Weak Bullish"
},
"takeProfit": {
"limitPrice": 64.95
},
"stopLoss": {
"stopPrice": 66.47
},
"extras": {
"indicator": "BT-ML Optimized SHORT\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.6466≥0.5400) | LGBM:反对(0.3568<0.5400)\nScore: 0.5017 (阈值: 0.5400) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.4821 (阈值:0.4000)\n② 投票: 支持(0.482≥0.4)(0.482≥0.4)\nTFT模型：反对(prob=0.455<0.480)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:支持(0.9310≥0.30）LGBM:支持(0.9992≥0.30)\n支持+2 | 最终仓位: 72%",
"timeframe": "5m",
"oscrating": 55,
"trendrating": 0,
"referencePrice": 65.86,
"risk": 3
}
}
GDXU
加仓
P_GDXU_2026-04-07_3
LONG
3
BT-ML Optimized
-
$259.00
04/08 04:01
SL $252.77
TP $273.62
$241.30
Avg
04/08 17:36
$-26.83
Pro
-3.45%
Webhook Signal
13h 34m
Ticker: GDXU Action: buyPrice: $260.59Indicator: BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.6707≥0.5200) | LGBM:支持(0.7972≥0.5200)
Score: 0.7340 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5606 (阈值:0.4400)
② 投票: 支持(0.561≥0.44)(0.561≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 52%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
241.0150611583389
TSI
63.68414706998705
TSIMA
46.11117653337164
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
74.28408966069841
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
260.59
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
2.1334456911182373
current_deviation
10.943579407474283
Daily_POC
260.59
Previous_Daily_POC
209
Weekly_POC
213
Previous_Weekly_POC
189
Monthly_POC
219
Previous_Monthly_POC
153
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
237.20605232426303
HULL20
254.01553232683972
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
4
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
206.75
Bullish_OB_Bottom
195.59
Bearish_OB_Top
284
Bearish_OB_Bottom
282.36
_kline
{'time': 1775635200, 'open': 260.59, 'high': 260.59, 'low': 260.59, 'close': 260.59, 'volume': 5}
indicator
BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.6707≥0.5200) | LGBM:支持(0.7972≥0.5200)
Score: 0.7340 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5606 (阈值:0.4400)
② 投票: 支持(0.561≥0.44)(0.561≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 52%
SL: $252.77 TP: $273.62 Qty: 3
{
"ticker": "GDXU",
"exchange": "AMEX",
"timeframe": "15",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 260.59,
"referencePrice": 260.59,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 241.0150611583389,
"TSI": 63.68414706998705,
"TSIMA": 46.11117653337164,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 74.28408966069841,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 260.59,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 2.1334456911182373,
"current_deviation": 10.943579407474283,
"Daily_POC": 260.59,
"Previous_Daily_POC": 209,
"Weekly_POC": 213,
"Previous_Weekly_POC": 189,
"Monthly_POC": 219,
"Previous_Monthly_POC": 153,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 237.20605232426303,
"HULL20": 254.01553232683972,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 4,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 206.75,
"Bullish_OB_Bottom": 195.59,
"Bearish_OB_Top": 284,
"Bearish_OB_Bottom": 282.36,
"_kline": {
"time": 1775635200,
"open": 260.59,
"high": 260.59,
"low": 260.59,
"close": 260.59,
"volume": 5
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "60",
"generated_at": "2026-04-08T08:00:00.767Z",
"takeProfit": {
"limitPrice": 273.62
},
"stopLoss": {
"stopPrice": 252.77
},
"quantity": "3",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.6707≥0.5200) | LGBM:支持(0.7972≥0.5200)\nScore: 0.7340 (阈值: 0.5200) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.5606 (阈值:0.4400)\n② 投票: 支持(0.561≥0.44)(0.561≥0.4)\nTFT模型：支持(prob=0.895≥0.400)\nPPO模型: 反对(prob=0.047)\nOHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)\n支持+1 | 最终仓位: 52%"
}
}
GDXU
加仓
P_GDXU_2026-04-07_3
LONG
4
BT-ML Optimized
-
$249.40
04/07 19:43
SL $242.33
TP $262.31
$241.30
Avg
04/08 17:36
$-34.45
Pro
-3.45%
Webhook Signal
21h 52m
Ticker: GDXU Action: buyPrice: $249.82Indicator: BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.8607≥0.5200) | LGBM:支持(0.9813≥0.5200)
Score: 0.9210 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5353 (阈值:0.4400)
② 投票: 支持(0.535≥0.44)(0.535≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 52%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
232.63707160353385
TSI
60.42929409008562
TSIMA
40.17386195021622
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
73.52096758320717
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
249.82
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
2.1334456911182373
current_deviation
8.40839313706402
Daily_POC
209
Previous_Daily_POC
212
Weekly_POC
213
Previous_Weekly_POC
189
Monthly_POC
219
Previous_Monthly_POC
153
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
231.1586501498832
HULL20
245.60869922077922
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
4
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
206.75
Bullish_OB_Bottom
195.59
Bearish_OB_Top
284
Bearish_OB_Bottom
282.36
_kline
{'time': 1775604600, 'open': 251.38, 'high': 251.77, 'low': 248.761, 'close': 249.82, 'volume': 1471}
indicator
BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.8607≥0.5200) | LGBM:支持(0.9813≥0.5200)
Score: 0.9210 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5353 (阈值:0.4400)
② 投票: 支持(0.535≥0.44)(0.535≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 52%
SL: $242.33 TP: $262.31 Qty: 4
{
"ticker": "GDXU",
"exchange": "AMEX",
"timeframe": "15",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 249.82,
"referencePrice": 249.82,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 232.63707160353385,
"TSI": 60.42929409008562,
"TSIMA": 40.17386195021622,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 73.52096758320717,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 249.82,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 2.1334456911182373,
"current_deviation": 8.40839313706402,
"Daily_POC": 209,
"Previous_Daily_POC": 212,
"Weekly_POC": 213,
"Previous_Weekly_POC": 189,
"Monthly_POC": 219,
"Previous_Monthly_POC": 153,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 231.1586501498832,
"HULL20": 245.60869922077922,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 4,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 206.75,
"Bullish_OB_Bottom": 195.59,
"Bearish_OB_Top": 284,
"Bearish_OB_Bottom": 282.36,
"_kline": {
"time": 1775604600,
"open": 251.38,
"high": 251.77,
"low": 248.761,
"close": 249.82,
"volume": 1471
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "60",
"generated_at": "2026-04-07T23:43:34.738Z",
"takeProfit": {
"limitPrice": 262.31
},
"stopLoss": {
"stopPrice": 242.33
},
"quantity": "4",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.8607≥0.5200) | LGBM:支持(0.9813≥0.5200)\nScore: 0.9210 (阈值: 0.5200) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.5353 (阈值:0.4400)\n② 投票: 支持(0.535≥0.44)(0.535≥0.4)\nTFT模型：支持(prob=0.895≥0.400)\nPPO模型: 反对(prob=0.047)\nOHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)\n支持+1 | 最终仓位: 52%"
}
}
HOOG
加仓
P_HOOG_2026-04-07_1
LONG
253
BT-ML Optimized
-
$19.71
04/07 19:28
SL $19.12
TP $20.70
$18.12
Avg
04/09 12:10
+$179.90
Pro
3.61%
External
40h 42m
Ticker: HOOG Action: buyPrice: $19.71Indicator: BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.6644≥0.5400) | LGBM:支持(0.8197≥0.5400)
Score: 0.7420 (阈值: 0.5400) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.5980 (阈值:0.6600)
② 投票: 反对(0.598<0.660-0.05)(0.598<0.7)
TFT模型：支持(prob=0.764≥0.430)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.0425<0.41）LGBM:反对(0.0114<0.41)
支持+0 | 最终仓位: 50%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
18.96031739204906
TSI
67.83306370415528
TSIMA
56.675665778692114
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
82.51649732250704
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
19.71
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
1.93883439122909
current_deviation
6.531947992659341
Daily_POC
16
Previous_Daily_POC
17
Weekly_POC
18
Previous_Weekly_POC
16
Monthly_POC
17
Previous_Monthly_POC
25
POCtrend
1
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
18.951081965488218
HULL20
19.702674891774894
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
4
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
16.43
Bullish_OB_Bottom
16.4
Bearish_OB_Top
20.54
Bearish_OB_Bottom
20.25
_kline
{'time': 1775604000, 'open': 19.67, 'high': 19.71, 'low': 19.67, 'close': 19.71, 'volume': 138}
indicator
BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.6644≥0.5400) | LGBM:支持(0.8197≥0.5400)
Score: 0.7420 (阈值: 0.5400) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.5980 (阈值:0.6600)
② 投票: 反对(0.598<0.660-0.05)(0.598<0.7)
TFT模型：支持(prob=0.764≥0.430)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.0425<0.41）LGBM:反对(0.0114<0.41)
支持+0 | 最终仓位: 50%
SL: $19.12 TP: $20.70 Qty: 253
{
"ticker": "HOOG",
"exchange": "NASDAQ",
"timeframe": "5",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 19.71,
"referencePrice": 19.71,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 18.96031739204906,
"TSI": 67.83306370415528,
"TSIMA": 56.675665778692114,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 82.51649732250704,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 19.71,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 1.93883439122909,
"current_deviation": 6.531947992659341,
"Daily_POC": 16,
"Previous_Daily_POC": 17,
"Weekly_POC": 18,
"Previous_Weekly_POC": 16,
"Monthly_POC": 17,
"Previous_Monthly_POC": 25,
"POCtrend": 1,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 18.951081965488218,
"HULL20": 19.702674891774894,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 4,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 16.43,
"Bullish_OB_Bottom": 16.4,
"Bearish_OB_Top": 20.54,
"Bearish_OB_Bottom": 20.25,
"_kline": {
"time": 1775604000,
"open": 19.67,
"high": 19.71,
"low": 19.67,
"close": 19.71,
"volume": 138
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "15",
"generated_at": "2026-04-07T23:22:18.638Z",
"takeProfit": {
"limitPrice": 20.7
},
"stopLoss": {
"stopPrice": 19.12
},
"quantity": "253",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 3支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.6644≥0.5400) | LGBM:支持(0.8197≥0.5400)\nScore: 0.7420 (阈值: 0.5400) PASS [平局降仓50%]\nWMU 29维模型：\n① 评分: 0.5980 (阈值:0.6600)\n② 投票: 反对(0.598<0.660-0.05)(0.598<0.7)\nTFT模型：支持(prob=0.764≥0.430)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:反对(0.0425<0.41）LGBM:反对(0.0114<0.41)\n支持+0 | 最终仓位: 50%"
}
}
AMDL
P_AMDL_2026-04-07_3
LONG
64
BT-ML Optimized
-
$15.42
04/07 19:20
SL $14.96
TP $16.19
$15.85
04/08 05:24
+$27.52
2.79%
Trailing Stop
10h 3m
Ticker: AMDL Action: buyPrice: $15.42Indicator: BT-ML Optimized LONG
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.7080≥0.6200) | LGBM:支持(0.9113≥0.6200)
Score: 0.8096 (阈值: 0.6200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.6292 (阈值:0.6600)
② 投票: 弃权(边界:0.629)(0.629<0.7)
TFT模型：反对(prob=0.608<0.640)
PPO模型: 支持(prob=0.667)
OHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)
支持+2 | 最终仓位: 61%
volatilitytrend
1
BiasState
2
PPOState
1
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
14.983351364151108
TSI
77.20920883495653
TSIMA
66.90164677868418
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
88.01739450438278
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
15.42
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
2.648913805185685
current_deviation
2.6861922562256653
Daily_POC
14
Previous_Daily_POC
13.97
Weekly_POC
13.97
Previous_Weekly_POC
13
Monthly_POC
14
Previous_Monthly_POC
12
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
15.16514201109737
HULL20
15.485866125541127
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
4
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
14.39
Bullish_OB_Bottom
14.38
Bearish_OB_Top
15.95
Bearish_OB_Bottom
15.81
_kline
{'time': 1775604000, 'open': 15.39, 'high': 15.42, 'low': 15.39, 'close': 15.42, 'volume': 107}
indicator
BT-ML Optimized LONG
Final decision： 4支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.7080≥0.6200) | LGBM:支持(0.9113≥0.6200)
Score: 0.8096 (阈值: 0.6200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.6292 (阈值:0.6600)
② 投票: 弃权(边界:0.629)(0.629<0.7)
TFT模型：反对(prob=0.608<0.640)
PPO模型: 支持(prob=0.667)
OHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)
支持+2 | 最终仓位: 61%
SL: $14.96 TP: $16.19 Qty: 64
{
"ticker": "AMDL",
"exchange": "NASDAQ",
"timeframe": "5",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 15.42,
"referencePrice": 15.42,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 1,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 14.983351364151108,
"TSI": 77.20920883495653,
"TSIMA": 66.90164677868418,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 88.01739450438278,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 15.42,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 2.648913805185685,
"current_deviation": 2.6861922562256653,
"Daily_POC": 14,
"Previous_Daily_POC": 13.97,
"Weekly_POC": 13.97,
"Previous_Weekly_POC": 13,
"Monthly_POC": 14,
"Previous_Monthly_POC": 12,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 15.16514201109737,
"HULL20": 15.485866125541127,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 4,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 14.39,
"Bullish_OB_Bottom": 14.38,
"Bearish_OB_Top": 15.95,
"Bearish_OB_Bottom": 15.81,
"_kline": {
"time": 1775604000,
"open": 15.39,
"high": 15.42,
"low": 15.39,
"close": 15.42,
"volume": 107
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "15",
"generated_at": "2026-04-07T23:20:50.693Z",
"takeProfit": {
"limitPrice": 16.19
},
"stopLoss": {
"stopPrice": 14.96
},
"quantity": "64",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.7080≥0.6200) | LGBM:支持(0.9113≥0.6200)\nScore: 0.8096 (阈值: 0.6200) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.6292 (阈值:0.6600)\n② 投票: 弃权(边界:0.629)(0.629<0.7)\nTFT模型：反对(prob=0.608<0.640)\nPPO模型: 支持(prob=0.667)\nOHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)\n支持+2 | 最终仓位: 61%"
}
}
GDXU
P_GDXU_2026-04-07_3
LONG
4
BT-ML Optimized
-
$243.66
04/07 19:16
SL $236.41
TP $255.91
$241.30
Avg
04/08 17:36
$-33.66
Pro
-3.45%
Webhook Signal
22h 19m
Ticker: GDXU Action: buyPrice: $243.72Indicator: BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.8182≥0.5200) | LGBM:支持(0.9820≥0.5200)
Score: 0.9001 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.6368 (阈值:0.4400)
② 投票: 支持(0.637≥0.44)(0.637≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 62%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
232.69144355416518
TSI
54.94464465930232
TSIMA
36.22474817642526
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
72.64396950261062
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
243.72
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
2.1334456911182373
current_deviation
6.97222411076643
Daily_POC
209
Previous_Daily_POC
212
Weekly_POC
213
Previous_Weekly_POC
189
Monthly_POC
219
Previous_Monthly_POC
153
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
228.19312338242122
HULL20
240.0662584632035
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
4
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
206.75
Bullish_OB_Bottom
195.59
Bearish_OB_Top
284
Bearish_OB_Bottom
282.36
_kline
{'time': 1775603700, 'open': 246, 'high': 246.03, 'low': 243.661, 'close': 243.72, 'volume': 709}
indicator
BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.8182≥0.5200) | LGBM:支持(0.9820≥0.5200)
Score: 0.9001 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.6368 (阈值:0.4400)
② 投票: 支持(0.637≥0.44)(0.637≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 62%
SL: $236.41 TP: $255.91 Qty: 4
{
"ticker": "GDXU",
"exchange": "AMEX",
"timeframe": "15",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 243.72,
"referencePrice": 243.72,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 232.69144355416518,
"TSI": 54.94464465930232,
"TSIMA": 36.22474817642526,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 72.64396950261062,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 243.72,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 2.1334456911182373,
"current_deviation": 6.97222411076643,
"Daily_POC": 209,
"Previous_Daily_POC": 212,
"Weekly_POC": 213,
"Previous_Weekly_POC": 189,
"Monthly_POC": 219,
"Previous_Monthly_POC": 153,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 228.19312338242122,
"HULL20": 240.0662584632035,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 4,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 206.75,
"Bullish_OB_Bottom": 195.59,
"Bearish_OB_Top": 284,
"Bearish_OB_Bottom": 282.36,
"_kline": {
"time": 1775603700,
"open": 246,
"high": 246.03,
"low": 243.661,
"close": 243.72,
"volume": 709
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "60",
"generated_at": "2026-04-07T23:16:23.788Z",
"takeProfit": {
"limitPrice": 255.91
},
"stopLoss": {
"stopPrice": 236.41
},
"quantity": "4",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.8182≥0.5200) | LGBM:支持(0.9820≥0.5200)\nScore: 0.9001 (阈值: 0.5200) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.6368 (阈值:0.4400)\n② 投票: 支持(0.637≥0.44)(0.637≥0.4)\nTFT模型：支持(prob=0.895≥0.400)\nPPO模型: 反对(prob=0.047)\nOHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)\n支持+1 | 最终仓位: 62%"
}
}
GDXU
P_GDXU_2026-04-07_2
LONG
4
BT-ML Optimized
-
$231.64
04/07 18:35
SL $225.04
TP $243.60
$242.04
04/07 18:45
+$41.60
4.49%
Webhook Signal
9m
Ticker: GDXU Action: buyPrice: $232.00Indicator: BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.9472≥0.5200) | LGBM:支持(0.9956≥0.5200)
Score: 0.9714 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.6181 (阈值:0.4400)
② 投票: 支持(0.618≥0.44)(0.618≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 62%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
212.8365032091289
TSI
38.089125959833844
TSIMA
25.305945684029183
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
69.10639282829416
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
232
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
2.1334456911182373
current_deviation
5.4565359677742125
Daily_POC
209
Previous_Daily_POC
212
Weekly_POC
213
Previous_Weekly_POC
189
Monthly_POC
219
Previous_Monthly_POC
153
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
221.42334969250328
HULL20
225.92755270562765
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
4
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
206.75
Bullish_OB_Bottom
195.59
Bearish_OB_Top
227.4
Bearish_OB_Bottom
226.94
_kline
{'time': 1775601000, 'open': 226.75, 'high': 232, 'low': 223.24, 'close': 232, 'volume': 1215}
indicator
BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.9472≥0.5200) | LGBM:支持(0.9956≥0.5200)
Score: 0.9714 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.6181 (阈值:0.4400)
② 投票: 支持(0.618≥0.44)(0.618≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 62%
SL: $225.04 TP: $243.60 Qty: 4
{
"ticker": "GDXU",
"exchange": "AMEX",
"timeframe": "15",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 232.0,
"referencePrice": 232.0,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 212.8365032091289,
"TSI": 38.089125959833844,
"TSIMA": 25.305945684029183,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 69.10639282829416,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 232,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 2.1334456911182373,
"current_deviation": 5.4565359677742125,
"Daily_POC": 209,
"Previous_Daily_POC": 212,
"Weekly_POC": 213,
"Previous_Weekly_POC": 189,
"Monthly_POC": 219,
"Previous_Monthly_POC": 153,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 221.42334969250328,
"HULL20": 225.92755270562765,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 4,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 206.75,
"Bullish_OB_Bottom": 195.59,
"Bearish_OB_Top": 227.4,
"Bearish_OB_Bottom": 226.94,
"_kline": {
"time": 1775601000,
"open": 226.75,
"high": 232,
"low": 223.24,
"close": 232,
"volume": 1215
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "60",
"generated_at": "2026-04-07T22:35:47.575Z",
"takeProfit": {
"limitPrice": 243.6
},
"stopLoss": {
"stopPrice": 225.04
},
"quantity": "4",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.9472≥0.5200) | LGBM:支持(0.9956≥0.5200)\nScore: 0.9714 (阈值: 0.5200) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.6181 (阈值:0.4400)\n② 投票: 支持(0.618≥0.44)(0.618≥0.4)\nTFT模型：支持(prob=0.895≥0.400)\nPPO模型: 反对(prob=0.047)\nOHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)\n支持+1 | 最终仓位: 62%"
}
}
AMDL
P_AMDL_2026-04-07_2
LONG
67
BT-ML Optimized
-
$14.71
04/07 18:32
SL $14.29
TP $15.47
$14.70
04/07 18:34
$-0.67
-0.07%
Trailing Stop
1m
Ticker: AMDL Action: buyPrice: $14.73Indicator: BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 反对(0.5455<0.6200) | LGBM:支持(0.6787≥0.6200)
Score: 0.6121 (阈值: 0.6200) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.6517 (阈值:0.6600)
② 投票: 弃权(边界:0.652)(0.652<0.7)
TFT模型：反对(prob=0.608<0.640)
PPO模型: 支持(prob=0.667)
OHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)
支持+0 | 最终仓位: 50%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
14.33380362009638
TSI
54.51342635695724
TSIMA
46.44328926290327
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
74.50876443673243
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
14.73
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
2.648913805185685
current_deviation
1.384702885211947
Daily_POC
14
Previous_Daily_POC
13.97
Weekly_POC
13.97
Previous_Weekly_POC
13
Monthly_POC
14
Previous_Monthly_POC
12
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
14.630067750206143
HULL20
14.713351948051947
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
4
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
14.39
Bullish_OB_Bottom
14.38
Bearish_OB_Top
15.95
Bearish_OB_Bottom
15.81
_kline
{'time': 1775601000, 'open': 14.71, 'high': 14.73, 'low': 14.69, 'close': 14.73, 'volume': 276}
indicator
BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 反对(0.5455<0.6200) | LGBM:支持(0.6787≥0.6200)
Score: 0.6121 (阈值: 0.6200) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.6517 (阈值:0.6600)
② 投票: 弃权(边界:0.652)(0.652<0.7)
TFT模型：反对(prob=0.608<0.640)
PPO模型: 支持(prob=0.667)
OHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)
支持+0 | 最终仓位: 50%
SL: $14.29 TP: $15.47 Qty: 67
{
"ticker": "AMDL",
"exchange": "NASDAQ",
"timeframe": "5",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 14.73,
"referencePrice": 14.73,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 14.33380362009638,
"TSI": 54.51342635695724,
"TSIMA": 46.44328926290327,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 74.50876443673243,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 14.73,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 2.648913805185685,
"current_deviation": 1.384702885211947,
"Daily_POC": 14,
"Previous_Daily_POC": 13.97,
"Weekly_POC": 13.97,
"Previous_Weekly_POC": 13,
"Monthly_POC": 14,
"Previous_Monthly_POC": 12,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 14.630067750206143,
"HULL20": 14.713351948051947,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 4,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 14.39,
"Bullish_OB_Bottom": 14.38,
"Bearish_OB_Top": 15.95,
"Bearish_OB_Bottom": 15.81,
"_kline": {
"time": 1775601000,
"open": 14.71,
"high": 14.73,
"low": 14.69,
"close": 14.73,
"volume": 276
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "15",
"generated_at": "2026-04-07T22:32:28.101Z",
"takeProfit": {
"limitPrice": 15.47
},
"stopLoss": {
"stopPrice": 14.29
},
"quantity": "67",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 3支持/3反对\nXGB/LGBM 108维模型：XGB: 反对(0.5455<0.6200) | LGBM:支持(0.6787≥0.6200)\nScore: 0.6121 (阈值: 0.6200) PASS [平局降仓50%]\nWMU 29维模型：\n① 评分: 0.6517 (阈值:0.6600)\n② 投票: 弃权(边界:0.652)(0.652<0.7)\nTFT模型：反对(prob=0.608<0.640)\nPPO模型: 支持(prob=0.667)\nOHLCV模型：XGB:支持(0.3055≥0.30）LGBM:反对(0.1749<0.30)\n支持+0 | 最终仓位: 50%"
}
}
AMDL
P_AMDL_2026-04-07_1
LONG
68
BT-ML Optimized
-
$14.54
04/07 18:01
SL $14.10
TP $15.27
$14.76
04/07 18:07
+$15.17
1.53%
Trailing Stop
6m
Ticker: AMDL Action: buyPrice: $14.54Indicator: BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 反对(0.3637<0.5000) | LGBM:反对(0.1404<0.5000)
Score: 0.2520 (阈值: 0.5000) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5243 (阈值:0.3400)
② 投票: 支持(0.524≥0.34)(0.524≥0.3)
TFT模型：支持(prob=0.948≥0.380)
PPO模型: 支持(prob=0.999)
OHLCV模型：XGB:反对(0.6066<0.61）LGBM:支持(0.8607≥0.61)
支持+1 | 最终仓位: 50%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
13.844926181911914
TSI
29.24693552585686
TSIMA
18.02623767097666
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
64.65462350263496
CenterTrend_State
2
Momentum_State
2
MomoSwingState
-1
MomolongswingState
2
momoCompositeScore
1
Wavematrixtrend
2
referencePrice
14.54
TrendTracersignal
1
TrendTracerHTF
-1
final_max_dev
2.648913805185689
current_deviation
1.9187873468583319
Daily_POC
14
Previous_Daily_POC
13.97
Weekly_POC
13.97
Previous_Weekly_POC
13
Monthly_POC
14
Previous_Monthly_POC
12
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
14.321057595512952
HULL20
14.512623701298702
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
2
Final_WAVEScore
6
finaltotalScore
14
trendStrengthPct
82.35294117647058
Marketstr15m
1
Marketstr1H
1
Marketstr4H
-1
Marketstr1D
-1
Bullish_OB_Top
13.985
Bullish_OB_Bottom
13.83
Bearish_OB_Top
15.03
Bearish_OB_Bottom
14.8
_kline
{'time': 1775599200, 'open': 14.46, 'high': 14.54, 'low': 14.46, 'close': 14.54, 'volume': 2020}
indicator
BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 反对(0.3637<0.5000) | LGBM:反对(0.1404<0.5000)
Score: 0.2520 (阈值: 0.5000) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5243 (阈值:0.3400)
② 投票: 支持(0.524≥0.34)(0.524≥0.3)
TFT模型：支持(prob=0.948≥0.380)
PPO模型: 支持(prob=0.999)
OHLCV模型：XGB:反对(0.6066<0.61）LGBM:支持(0.8607≥0.61)
支持+1 | 最终仓位: 50%
SL: $14.10 TP: $15.27 Qty: 68
{
"ticker": "AMDL",
"exchange": "NASDAQ",
"timeframe": "15",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 14.54,
"referencePrice": 14.54,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 13.844926181911914,
"TSI": 29.24693552585686,
"TSIMA": 18.02623767097666,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 64.65462350263496,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": -1,
"MomolongswingState": 2,
"momoCompositeScore": 1,
"Wavematrixtrend": 2,
"referencePrice": 14.54,
"TrendTracersignal": 1,
"TrendTracerHTF": -1,
"final_max_dev": 2.648913805185689,
"current_deviation": 1.9187873468583319,
"Daily_POC": 14,
"Previous_Daily_POC": 13.97,
"Weekly_POC": 13.97,
"Previous_Weekly_POC": 13,
"Monthly_POC": 14,
"Previous_Monthly_POC": 12,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 14.321057595512952,
"HULL20": 14.512623701298702,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 2,
"Final_WAVEScore": 6,
"finaltotalScore": 14,
"trendStrengthPct": 82.35294117647058,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": -1,
"Marketstr1D": -1,
"Bullish_OB_Top": 13.985,
"Bullish_OB_Bottom": 13.83,
"Bearish_OB_Top": 15.03,
"Bearish_OB_Bottom": 14.8,
"_kline": {
"time": 1775599200,
"open": 14.46,
"high": 14.54,
"low": 14.46,
"close": 14.54,
"volume": 2020
}
},
"monitor_trigger": {
"id": "C3_WaveMatrix",
"source": "composite",
"field": "WaveMatrix",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "60",
"generated_at": "2026-04-07T22:00:19.506Z",
"takeProfit": {
"limitPrice": 15.27
},
"stopLoss": {
"stopPrice": 14.1
},
"quantity": "68",
"indicator": "C3_WaveMatrix",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/3反对\nXGB/LGBM 108维模型：XGB: 反对(0.3637<0.5000) | LGBM:反对(0.1404<0.5000)\nScore: 0.2520 (阈值: 0.5000) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.5243 (阈值:0.3400)\n② 投票: 支持(0.524≥0.34)(0.524≥0.3)\nTFT模型：支持(prob=0.948≥0.380)\nPPO模型: 支持(prob=0.999)\nOHLCV模型：XGB:反对(0.6066<0.61）LGBM:支持(0.8607≥0.61)\n支持+1 | 最终仓位: 50%"
}
}
HOOG
加仓
P_HOOG_2026-04-07_1
LONG
290
BT-ML Optimized
-
$17.20
04/07 16:31
SL $16.68
TP $18.06
$18.12
Avg
04/09 12:10
+$179.95
Pro
3.61%
External
43h 38m
Ticker: HOOG Action: buyPrice: $17.20Indicator: BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.5860≥0.5400) | LGBM:反对(0.3801<0.5400)
Score: 0.4830 (阈值: 0.5400) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.7982 (阈值:0.6600)
② 投票: 支持(0.798≥0.66)(0.798≥0.7)
TFT模型：支持(prob=0.764≥0.430)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.0425<0.41）LGBM:反对(0.0114<0.41)
支持+0 | 最终仓位: 50%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
16.660196661910582
TSI
23.793364756629252
TSIMA
14.057374312352952
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
64.68384351310206
CenterTrend_State
2
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
2
referencePrice
17.2
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
1.93883439122909
current_deviation
2.1206722428314517
Daily_POC
16
Previous_Daily_POC
17
Weekly_POC
18
Previous_Weekly_POC
16
Monthly_POC
17
Previous_Monthly_POC
25
POCtrend
0
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
0
HTFMAtrend
1
Heikinashi_State
1
hull55
16.959138523843883
HULL20
17.182399134199137
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
2
Final_WAVEScore
9
finaltotalScore
17
trendStrengthPct
100
Marketstr15m
-1
Marketstr1H
1
Marketstr4H
-1
Marketstr1D
-1
Bullish_OB_Top
16.43
Bullish_OB_Bottom
16.4
Bearish_OB_Top
17.54
Bearish_OB_Bottom
17.54
_kline
{'time': 1775593800, 'open': 17.2, 'high': 17.2, 'low': 17.2, 'close': 17.2, 'volume': 115}
indicator
BT-ML Optimized LONG
Final decision： 3支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.5860≥0.5400) | LGBM:反对(0.3801<0.5400)
Score: 0.4830 (阈值: 0.5400) PASS [平局降仓50%]
WMU 29维模型：
① 评分: 0.7982 (阈值:0.6600)
② 投票: 支持(0.798≥0.66)(0.798≥0.7)
TFT模型：支持(prob=0.764≥0.430)
PPO模型: 弃权(invalid_model)
OHLCV模型：XGB:反对(0.0425<0.41）LGBM:反对(0.0114<0.41)
支持+0 | 最终仓位: 50%
SL: $16.68 TP: $18.06 Qty: 290
{
"ticker": "HOOG",
"exchange": "NASDAQ",
"timeframe": "5",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 17.2,
"referencePrice": 17.2,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 16.660196661910582,
"TSI": 23.793364756629252,
"TSIMA": 14.057374312352952,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 64.68384351310206,
"CenterTrend_State": 2,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 2,
"referencePrice": 17.2,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 1.93883439122909,
"current_deviation": 2.1206722428314517,
"Daily_POC": 16,
"Previous_Daily_POC": 17,
"Weekly_POC": 18,
"Previous_Weekly_POC": 16,
"Monthly_POC": 17,
"Previous_Monthly_POC": 25,
"POCtrend": 0,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 0,
"HTFMAtrend": 1,
"Heikinashi_State": 1,
"hull55": 16.959138523843883,
"HULL20": 17.182399134199137,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 2,
"Final_WAVEScore": 9,
"finaltotalScore": 17,
"trendStrengthPct": 100,
"Marketstr15m": -1,
"Marketstr1H": 1,
"Marketstr4H": -1,
"Marketstr1D": -1,
"Bullish_OB_Top": 16.43,
"Bullish_OB_Bottom": 16.4,
"Bearish_OB_Top": 17.54,
"Bearish_OB_Bottom": 17.54,
"_kline": {
"time": 1775593800,
"open": 17.2,
"high": 17.2,
"low": 17.2,
"close": 17.2,
"volume": 115
}
},
"monitor_trigger": {
"id": "T4_BiasState",
"source": "trend",
"field": "BiasState",
"prev_value": -1,
"curr_value": 2,
"weight": "normal",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "15",
"generated_at": "2026-04-07T20:31:38.455Z",
"takeProfit": {
"limitPrice": 18.06
},
"stopLoss": {
"stopPrice": 16.68
},
"quantity": "290",
"indicator": "T4_BiasState",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 3支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.5860≥0.5400) | LGBM:反对(0.3801<0.5400)\nScore: 0.4830 (阈值: 0.5400) PASS [平局降仓50%]\nWMU 29维模型：\n① 评分: 0.7982 (阈值:0.6600)\n② 投票: 支持(0.798≥0.66)(0.798≥0.7)\nTFT模型：支持(prob=0.764≥0.430)\nPPO模型: 弃权(invalid_model)\nOHLCV模型：XGB:反对(0.0425<0.41）LGBM:反对(0.0114<0.41)\n支持+0 | 最终仓位: 50%"
}
}
HOOG
加仓
P_HOOG_2026-04-07_1
LONG
289
BT-ML Optimized
-
$17.27
04/07 16:16
SL $16.76
TP $18.14
$18.12
Avg
04/09 12:10
+$180.05
Pro
3.61%
External
43h 54m
Ticker: HOOG Action: buyPrice: $17.28Indicator: BT-ML Optimized LONG
Final decision： 2支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.7931≥0.6400) | LGBM:支持(0.9265≥0.6400)
Score: 0.8598 (阈值: 0.6400) PASS [平局降仓50%]
TFT模型：弃权(无模型/数据)
PPO模型: 弃权(no_model)
OHLCV模型：XGB:反对(0.0234<0.32）LGBM:反对(0.0082<0.32)
支持+0 | 最终仓位: 50%
volatilitytrend
1
BiasState
-1
PPOState
-0.5
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
16.247655187449514
TSI
7.871021900709876
TSIMA
-6.358140781154405
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
56.60560055127526
CenterTrend_State
-1
Momentum_State
2
MomoSwingState
2
MomolongswingState
2
momoCompositeScore
4
Wavematrixtrend
1
referencePrice
17.28
TrendTracersignal
1
TrendTracerHTF
1
final_max_dev
1.9388343912290813
current_deviation
3.2857463039109116
Daily_POC
16
Previous_Daily_POC
17
Weekly_POC
17
Previous_Weekly_POC
16
Monthly_POC
17
Previous_Monthly_POC
24
POCtrend
1
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
2
HTFMAtrend
0
Heikinashi_State
1
hull55
16.399139558424377
HULL20
16.86604902597403
hull20status
1
hull55status
1
FinalmaintrendScore
5
Final_HTFScore
1
Final_WAVEScore
8
finaltotalScore
13
trendStrengthPct
76.47058823529412
Marketstr15m
-1
Marketstr1H
1
Marketstr4H
-1
Marketstr1D
-1
Bullish_OB_Top
15.21
Bullish_OB_Bottom
15.21
Bearish_OB_Top
17.79
Bearish_OB_Bottom
17.58
_kline
{'time': 1775592000, 'open': 17.28, 'high': 17.28, 'low': 17.28, 'close': 17.28, 'volume': 50}
indicator
BT-ML Optimized LONG
Final decision： 2支持/2反对
XGB/LGBM 108维模型：XGB: 支持(0.7931≥0.6400) | LGBM:支持(0.9265≥0.6400)
Score: 0.8598 (阈值: 0.6400) PASS [平局降仓50%]
TFT模型：弃权(无模型/数据)
PPO模型: 弃权(no_model)
OHLCV模型：XGB:反对(0.0234<0.32）LGBM:反对(0.0082<0.32)
支持+0 | 最终仓位: 50%
SL: $16.76 TP: $18.14 Qty: 289
{
"ticker": "HOOG",
"exchange": "NASDAQ",
"timeframe": "15",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 17.28,
"referencePrice": 17.28,
"data": {
"volatilitytrend": 1,
"BiasState": -1,
"PPOState": -0.5,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 16.247655187449514,
"TSI": 7.871021900709876,
"TSIMA": -6.358140781154405,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 56.60560055127526,
"CenterTrend_State": -1,
"Momentum_State": 2,
"MomoSwingState": 2,
"MomolongswingState": 2,
"momoCompositeScore": 4,
"Wavematrixtrend": 1,
"referencePrice": 17.28,
"TrendTracersignal": 1,
"TrendTracerHTF": 1,
"final_max_dev": 1.9388343912290813,
"current_deviation": 3.2857463039109116,
"Daily_POC": 16,
"Previous_Daily_POC": 17,
"Weekly_POC": 17,
"Previous_Weekly_POC": 16,
"Monthly_POC": 17,
"Previous_Monthly_POC": 24,
"POCtrend": 1,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 2,
"HTFMAtrend": 0,
"Heikinashi_State": 1,
"hull55": 16.399139558424377,
"HULL20": 16.86604902597403,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 5,
"Final_HTFScore": 1,
"Final_WAVEScore": 8,
"finaltotalScore": 13,
"trendStrengthPct": 76.47058823529412,
"Marketstr15m": -1,
"Marketstr1H": 1,
"Marketstr4H": -1,
"Marketstr1D": -1,
"Bullish_OB_Top": 15.21,
"Bullish_OB_Bottom": 15.21,
"Bearish_OB_Top": 17.79,
"Bearish_OB_Bottom": 17.58,
"_kline": {
"time": 1775592000,
"open": 17.28,
"high": 17.28,
"low": 17.28,
"close": 17.28,
"volume": 50
}
},
"monitor_trigger": {
"id": "C1_TrendTriple",
"source": "composite",
"field": "TrendTriple",
"prev_value": null,
"curr_value": null,
"weight": "strong",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "60",
"generated_at": "2026-04-07T20:03:08.393Z",
"takeProfit": {
"limitPrice": 18.14
},
"stopLoss": {
"stopPrice": 16.76
},
"quantity": "289",
"indicator": "C1_TrendTriple",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 2支持/2反对\nXGB/LGBM 108维模型：XGB: 支持(0.7931≥0.6400) | LGBM:支持(0.9265≥0.6400)\nScore: 0.8598 (阈值: 0.6400) PASS [平局降仓50%]\nTFT模型：弃权(无模型/数据)\nPPO模型: 弃权(no_model)\nOHLCV模型：XGB:反对(0.0234<0.32）LGBM:反对(0.0082<0.32)\n支持+0 | 最终仓位: 50%"
}
}
GDXU
P_GDXU_2026-04-07_1
LONG
4
BT-ML Optimized
-
$221.03
04/07 16:15
SL $214.88
TP $232.61
$221.64
04/07 16:30
+$2.44
0.28%
Webhook Signal
15m
Ticker: GDXU Action: buyPrice: $221.53Indicator: BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.8952≥0.5200) | LGBM:支持(0.9957≥0.5200)
Score: 0.9455 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5009 (阈值:0.4400)
② 投票: 支持(0.501≥0.44)(0.501≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 62%
volatilitytrend
1
BiasState
2
PPOState
2
sqzPassLONG
1
sqzPassSHORT
1
squezze
0
Background_Color
1e+100
volatility_stop
205.20899176446804
TSI
19.873373875778444
TSIMA
6.481619836021606
TSIHA
1
TSIMASTATUS
1
RSIHA
1
RSI
60.55398659872068
CenterTrend_State
2
Momentum_State
-1
MomoSwingState
2
MomolongswingState
-1
momoCompositeScore
1
Wavematrixtrend
-1
referencePrice
221.53
TrendTracersignal
1
TrendTracerHTF
-1
final_max_dev
2.133445691118237
current_deviation
3.6640750296016322
Daily_POC
209
Previous_Daily_POC
212
Weekly_POC
213
Previous_Weekly_POC
189
Monthly_POC
219
Previous_Monthly_POC
153
POCtrend
2
maDir_ShortTerm
1
MAlongtermtrend
1
MarketRegimeCode
6
HTFMAtrend
3
Heikinashi_State
1
hull55
212.2160441627156
HULL20
216.9024248917749
hull20status
1
hull55status
1
FinalmaintrendScore
8
Final_HTFScore
2
Final_WAVEScore
3
finaltotalScore
11
trendStrengthPct
64.70588235294117
Marketstr15m
1
Marketstr1H
1
Marketstr4H
1
Marketstr1D
-1
Bullish_OB_Top
206.75
Bullish_OB_Bottom
195.59
Bearish_OB_Top
227.4
Bearish_OB_Bottom
226.94
_kline
{'time': 1775592900, 'open': 221.53, 'high': 221.53, 'low': 221.53, 'close': 221.53, 'volume': 13}
indicator
BT-ML Optimized LONG
Final decision： 4支持/3反对
XGB/LGBM 108维模型：XGB: 支持(0.8952≥0.5200) | LGBM:支持(0.9957≥0.5200)
Score: 0.9455 (阈值: 0.5200) PASS [多数通过]
WMU 29维模型：
① 评分: 0.5009 (阈值:0.4400)
② 投票: 支持(0.501≥0.44)(0.501≥0.4)
TFT模型：支持(prob=0.895≥0.400)
PPO模型: 反对(prob=0.047)
OHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)
支持+1 | 最终仓位: 62%
SL: $214.88 TP: $232.61 Qty: 4
{
"ticker": "GDXU",
"exchange": "AMEX",
"timeframe": "15",
"direction": "long",
"action": "buy",
"sentiment": "bullish",
"source": "monitor",
"price": 221.53,
"referencePrice": 221.53,
"data": {
"volatilitytrend": 1,
"BiasState": 2,
"PPOState": 2,
"sqzPassLONG": 1,
"sqzPassSHORT": 1,
"squezze": 0,
"Background_Color": 1e+100,
"volatility_stop": 205.20899176446804,
"TSI": 19.873373875778444,
"TSIMA": 6.481619836021606,
"TSIHA": 1,
"TSIMASTATUS": 1,
"RSIHA": 1,
"RSI": 60.55398659872068,
"CenterTrend_State": 2,
"Momentum_State": -1,
"MomoSwingState": 2,
"MomolongswingState": -1,
"momoCompositeScore": 1,
"Wavematrixtrend": -1,
"referencePrice": 221.53,
"TrendTracersignal": 1,
"TrendTracerHTF": -1,
"final_max_dev": 2.133445691118237,
"current_deviation": 3.6640750296016322,
"Daily_POC": 209,
"Previous_Daily_POC": 212,
"Weekly_POC": 213,
"Previous_Weekly_POC": 189,
"Monthly_POC": 219,
"Previous_Monthly_POC": 153,
"POCtrend": 2,
"maDir_ShortTerm": 1,
"MAlongtermtrend": 1,
"MarketRegimeCode": 6,
"HTFMAtrend": 3,
"Heikinashi_State": 1,
"hull55": 212.2160441627156,
"HULL20": 216.9024248917749,
"hull20status": 1,
"hull55status": 1,
"FinalmaintrendScore": 8,
"Final_HTFScore": 2,
"Final_WAVEScore": 3,
"finaltotalScore": 11,
"trendStrengthPct": 64.70588235294117,
"Marketstr15m": 1,
"Marketstr1H": 1,
"Marketstr4H": 1,
"Marketstr1D": -1,
"Bullish_OB_Top": 206.75,
"Bullish_OB_Bottom": 195.59,
"Bearish_OB_Top": 227.4,
"Bearish_OB_Bottom": 226.94,
"_kline": {
"time": 1775592900,
"open": 221.53,
"high": 221.53,
"low": 221.53,
"close": 221.53,
"volume": 13
}
},
"monitor_trigger": {
"id": "T4_BiasState",
"source": "trend",
"field": "BiasState",
"prev_value": -1,
"curr_value": 2,
"weight": "normal",
"combos_met": null,
"r_met": null
},
"htf_timeframe": "60",
"generated_at": "2026-04-07T20:15:12.115Z",
"takeProfit": {
"limitPrice": 232.61
},
"stopLoss": {
"stopPrice": 214.88
},
"quantity": "4",
"indicator": "T4_BiasState",
"extras": {
"indicator": "BT-ML Optimized LONG\nFinal decision： 4支持/3反对\nXGB/LGBM 108维模型：XGB: 支持(0.8952≥0.5200) | LGBM:支持(0.9957≥0.5200)\nScore: 0.9455 (阈值: 0.5200) PASS [多数通过]\nWMU 29维模型：\n① 评分: 0.5009 (阈值:0.4400)\n② 投票: 支持(0.501≥0.44)(0.501≥0.4)\nTFT模型：支持(prob=0.895≥0.400)\nPPO模型: 反对(prob=0.047)\nOHLCV模型：XGB:反对(0.1635<0.35）LGBM:反对(0.0826<0.35)\n支持+1 | 最终仓位: 62%"
}
}
MRVL
加仓
P_MRVL_2026-04-07_1
SHORT
46
WaveMatrix Top
B
$108.60
04/07 15:30
SL $114.13
TP $98.65
$110.05
Avg
04/07 18:43
$-37.32
Pro
-0.75%
Trailing Stop
3h 13m
Ticker: MRVL Action: sellTF: 60Price: $108.50Indicator: WaveMatrix TopGrade:
B
timeframe
60
indicator
WaveMatrix Top
SL: $114.13 TP: $98.65 Qty: 46
{
"ticker": "MRVL",
"action": "sell",
"quantity": 46,
"referencePrice": 108.5,
"takeProfit": {
"limitPrice": 98.6478920057
},
"stopLoss": {
"stopPrice": 114.1297759967
},
"extras": {
"timeframe": "60",
"indicator": "WaveMatrix Top"
}
}