Trade Analytics

Entry-based trade flow analysis with Position linkage (入场流水分析) Per-Leg View

For scaled positions (加仓), P&L is prorated by cost ratio (Pro). The icon shows position total. Stats cards use position-level data. Date filter applies to entry time.

Filter Options

Account Type

Symbol

Status

Signal Grade

Exit Method

Start Date (Entry)

End Date (Entry)

Reset

Realized P&L

$-6596.71

Closed Positions

2593

Win Rate

46.8%

Avg Win

$135.01

0.98%

Avg Loss

-$123.46

-1.22%

Profit Factor

0.96

Performance by Signal Grade

Grade	Positions	P&L	Win Rate
A	578	+$10598.78	42.4%
B	637	+$250.00	45.2%
C	297	+$1759.66	42.8%
Unknown	1081	$-19205.15	44.0%

Performance by Exit Method

Exit Method	Positions	P&L	Win Rate
External	233	+$19444.51	76.8%
Webhook Signal	751	+$10976.86	38.2%
Stop Loss	562	$-42327.63	19.4%
Trailing Stop	896	$-14231.93	47.1%
Take Profit	148	+$19836.61	93.9%
Unknown	3	$-295.13	0.0%

Entry Flow Records (5945)

Page 30 of 199

Symbol	Side	Qty	Signal	Grade	Entry	SL / TP	Exit	P&L	Exit Method	Hold
ALMU P_ALMU_2026-03-24_1	LONG	376	WaveMatrix starreversalbuy	-	$13.35 03/24 11:30	SL $12.11 TP $16.81	$13.50 Avg 03/25 07:00	+$55.46 Pro 1.10% +$110.92 (1.1%)	Trailing Stop	19h 29m
ALMU Signal Details (Order: 42659616857934848) Ticker: ALMU Action: buy TF: 60 Price: $13.29 Indicator: WaveMatrix starreversalbuy Extras: timeframe 60 indicator WaveMatrix starreversalbuy SL: $12.11 TP: $16.81 Qty: 376 Raw Webhook Payload `{ "ticker": "ALMU", "action": "buy", "quantity": 376, "referencePrice": 13.29, "takeProfit": { "limitPrice": 16.8074563916 }, "stopLoss": { "stopPrice": 12.1076617171 }, "extras": { "timeframe": "60", "indicator": "WaveMatrix starreversalbuy" } }`
HOOD P_HOOD_2026-03-24_3	SHORT	142	📌AImonitor-wavematrix动能共振 Signal:	A (-4)	$69.76 03/24 11:21	SL $71.49 TP $66.26	$69.75 03/24 11:38	+$0.24 0.00%	Trailing Stop	16m
HOOD Signal Details (Order: 42659546251412480) Ticker: HOOD Action: sell Price: $69.75 Indicator: 📌AImonitor-wavematrix动能共振 Signal: A-4, WMvalue: -69.31, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -11.73, 趋势强度: 100% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) OB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] Resonance: +0.724 强共振 [TSI×htf:+0.64 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80] ML: 0.456 weak(caution) [XGB:0.437/RF:0.485] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23% 多维综合评级: A-4 M-4 V1 Final Decision: STRONGPASS - 完美确认 Grade: A (-4) Extras: indicator 📌AImonitor-wavematrix动能共振 Signal: A-4, WMvalue: -69.31, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -11.73, 趋势强度: 100% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) OB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] Resonance: +0.724 强共振 [TSI×htf:+0.64 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80] ML: 0.456 weak(caution) [XGB:0.437/RF:0.485] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23% 多维综合评级: A-4 M-4 V1 Final Decision: STRONGPASS - 完美确认 SL: $71.49 TP: $66.26 Qty: 142 Raw Webhook Payload { "ticker": "HOOD", "action": "sell", "price": 69.75, "referencePrice": 69.75, "timeframe": "15", "extras": { "indicator": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -69.31, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -11.73, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.724 强共振 [TSI×htf:+0.64 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80]\nML: 0.456 weak(caution) [XGB:0.437/RF:0.485]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23%\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认" }, "quantity": "142", "takeProfit": { "limitPrice": 66.26 }, "stopLoss": { "stopPrice": 71.49 }, "filter_result": { "decision": "strongpass", "rating": "A-4", "final_rating": "📌AImonitor-wavematrix动能共振\nSignal: A-4, WMvalue: -69.31, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -11.73, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.724 强共振 [TSI×htf:+0.64 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80]\nML: 0.456 weak(caution) [XGB:0.437/RF:0.485]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23%\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认", "reason": "ABC:A-4(-0.400) \| HTF:strongpass \| 6D:完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass \| L4:完美确认：6维度strongpass + V评级V1 \| L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB \| L6:[MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空", "scores": {}, "htf_mismatch": false }, "signal_type": "filtered", "forwarded_at": "2026-03-24T15:21:47.874455" }
ASTS P_ASTS_2026-03-24_1	SHORT	73	📌Strong Short	A (-4)	$84.75 03/24 10:46	SL $89.58 TP $69.86	$87.20 03/24 10:56	$-178.85 -2.89%	Trailing Stop	10m
ASTS Signal Details (Order: 42659265152828416) Ticker: ASTS Action: sell TF: 15 Price: $84.62 Indicator: 📌Strong Short Signal Signal: A-4, WMvalue: -58.26, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -21.15, 趋势强度: 88.2% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V5 (UUDD) 🔴 OB: reject(-3) - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52% Deviation: 44.6% → 仓位x0.8 MarketRegime: APEX_BEAR Squeeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.799 强共振 [TSI×htf:+0.82 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80] ML: 0.472 weak(caution) [XGB:0.439/RF:0.522] 预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.65% \| K线:图表:Bull Flag 多维综合评级: A-4 M-4 V5 Final Decision: PASS - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52% \| 乖离率: 44.6%(x1.4)→仓位x0.8 HTF⚠️方向不一致 Grade: A (-4) Extras: indicator 📌Strong Short Signal Signal: A-4, WMvalue: -58.26, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -21.15, 趋势强度: 88.2% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V5 (UUDD) 🔴 OB: reject(-3) - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52% Deviation: 44.6% → 仓位x0.8 MarketRegime: APEX_BEAR Squeeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.799 强共振 [TSI×htf:+0.82 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80] ML: 0.472 weak(caution) [XGB:0.439/RF:0.522] 预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.65% \| K线:图表:Bull Flag 多维综合评级: A-4 M-4 V5 Final Decision: PASS - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52% \| 乖离率: 44.6%(x1.4)→仓位x0.8 HTF⚠️方向不一致 timeframe 15 SL: $89.58 TP: $69.86 Qty: 73 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Strong Short Signal\nSignal: A-4, WMvalue: -58.26, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -21.15, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V5 (UUDD)\n🔴 OB: reject(-3) - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52%\nDeviation: 44.6% → 仓位x0.8\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.799 强共振 [TSI×htf:+0.82 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80]\nML: 0.472 weak(caution) [XGB:0.439/RF:0.522]\n预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.65% \| K线:图表:Bull Flag\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52% \| 乖离率: 44.6%(x1.4)→仓位x0.8\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "ASTS", "quantity": "73", "stopLoss": { "stopPrice": 89.58 }, "takeProfit": { "limitPrice": 69.86 }, "referencePrice": 84.62, "filter_result": { "decision": "pass", "rating": "A-4", "final_rating": "📌Strong Short Signal\nSignal: A-4, WMvalue: -58.26, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -21.15, 趋势强度: 88.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V5 (UUDD)\n🔴 OB: reject(-3) - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52%\nDeviation: 44.6% → 仓位x0.8\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.799 强共振 [TSI×htf:+0.82 \| TSI×Str:+0.60 \| MA×htf:+1.00 \| Time:+0.80]\nML: 0.472 weak(caution) [XGB:0.439/RF:0.522]\n预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:4.6% 建议TP:-3.65% \| K线:图表:Bull Flag\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52% \| 乖离率: 44.6%(x1.4)→仓位x0.8\nHTF⚠️方向不一致", "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -58.26) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass \| 阶段4(V评级): 6维度strongpass但V评级V5，降级为pass+警告 \| 阶段5(OB): [WM规则] WMvalue=-58.26超卖(<-40)且接近1H支撑区，不做空｜压力:4H无压力OB,1H压力下方6.98%｜支撑:4H无支撑OB,1H支撑下方0.52% \| 乖离率: 44.6%(x1.4)→仓位x0.8 \| 阶段6(MRC): [MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": 2.0, "structural_normalized": 1.0, "structural_weighted": 0.1, "total_score": -0.4, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": false, "threshold": -38.5, "details": "TSI=-58.26 > -38.5 (避免超卖)" }, "tsi_value": -58.25958585945104 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:46:03.256879" }
MP P_MP_2026-03-24_1	SHORT	48	📌Trend Continuation	C (-1)	$51.15 03/24 10:31	SL $53.13 TP $50.35	$52.22 03/24 11:27	$-51.36 -2.09%	Trailing Stop	56m
MP Signal Details (Order: 42659149480609792) Ticker: MP Action: sell TF: 15 Price: $51.19 Indicator: 📌Trend Continuation Signal: C-1, WMvalue: -57.4, 趋势强度: 47.1% 动能一致性: 一致 (3/4) Momo State: 震荡偏空 (-2+1) HTF: B-4,strongpass, WMvalue: 1.46, 趋势强度: 58.8% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) 🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方16.79%,1H压力下方4.42%｜支撑:4H支撑上方1.53%,1H支撑上方5.52% Deviation: 78.8% → 仓位x0.4 MarketRegime: APEX_BEAR Squeeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.460 weak(caution) [XGB:0.423/RF:0.517] 预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:3.2% 建议TP:-2.55% \| K线:看涨:Matching Low 图表:Descending Channel 多维综合评级: C-1 M-1 V1 Final Decision: PASS - [MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过 HTF⚠️方向不一致 Grade: C (-1) Extras: indicator 📌Trend Continuation Signal: C-1, WMvalue: -57.4, 趋势强度: 47.1% 动能一致性: 一致 (3/4) Momo State: 震荡偏空 (-2+1) HTF: B-4,strongpass, WMvalue: 1.46, 趋势强度: 58.8% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) 🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方16.79%,1H压力下方4.42%｜支撑:4H支撑上方1.53%,1H支撑上方5.52% Deviation: 78.8% → 仓位x0.4 MarketRegime: APEX_BEAR Squeeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.460 weak(caution) [XGB:0.423/RF:0.517] 预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:3.2% 建议TP:-2.55% \| K线:看涨:Matching Low 图表:Descending Channel 多维综合评级: C-1 M-1 V1 Final Decision: PASS - [MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过 HTF⚠️方向不一致 timeframe 15 SL: $53.13 TP: $50.35 Qty: 48 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Trend Continuation\nSignal: C-1, WMvalue: -57.4, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏空 (-2+1)\nHTF: B-4,strongpass, WMvalue: 1.46, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方16.79%,1H压力下方4.42%｜支撑:4H支撑上方1.53%,1H支撑上方5.52%\nDeviation: 78.8% → 仓位x0.4\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.460 weak(caution) [XGB:0.423/RF:0.517]\n预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:3.2% 建议TP:-2.55% \| K线:看涨:Matching Low 图表:Descending Channel\n多维综合评级: C-1 M-1 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "MP", "quantity": "48", "stopLoss": { "stopPrice": 53.13 }, "takeProfit": { "limitPrice": 50.35 }, "referencePrice": 51.19, "filter_result": { "decision": "pass", "rating": "C-1", "final_rating": "📌Trend Continuation\nSignal: C-1, WMvalue: -57.4, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏空 (-2+1)\nHTF: B-4,strongpass, WMvalue: 1.46, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方16.79%,1H压力下方4.42%｜支撑:4H支撑上方1.53%,1H支撑上方5.52%\nDeviation: 78.8% → 仓位x0.4\nMarketRegime: APEX_BEAR\nSqueeze: ✅主浪补票 pass, HTF[非挤压,有pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.460 weak(caution) [XGB:0.423/RF:0.517]\n预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:3.2% 建议TP:-2.55% \| K线:看涨:Matching Low 图表:Descending Channel\n多维综合评级: C-1 M-1 V1\nFinal Decision: PASS - [MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过\nHTF⚠️方向不一致", "reason": "阶段1: C-1级 (总分-0.07, WMvalue: -57.4) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 当前级别C级评级(C-1)，直接拒绝 \| 阶段4(V评级): 6维度已拒绝，V评级确认维持 (V=V1) \| 阶段5(OB): 做空信号在1H+4H压力下方运行｜压力:4H压力下方16.79%,1H压力下方4.42%｜支撑:4H支撑上方1.53%,1H支撑上方5.52% \| 乖离率: 78.8%(x1.35)→仓位x0.4 \| 阶段6(MRC): [MRC极强] APEX_BEAR挽救C级，HTF强通过，做空通过", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -0.19999999999999996, "wave_components": { "wavematrixtrend": 1, "momentum_state": 1, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -0.2, "limited": -0.2 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": 1, "momo_composite_score": -1 }, "wave_normalized": -0.04, "wave_weighted": -0.02, "structural_raw": -1.0, "structural_normalized": -0.5, "structural_weighted": -0.05, "total_score": -0.07, "momentum_check": { "passed": true, "aligned_count": 3, "details": "3/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA", "wavematrix_status": "一致", "wavematrix_value": 1 }, "tsi_check": { "passed": false, "threshold": -38.5, "details": "TSI=-57.40 > -38.5 (避免超卖)" }, "tsi_value": -57.40124978762552 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:31:20.691043" }
COIN 加仓 P_COIN_2026-03-24_1	SHORT	13	📌Wavematrix sell	A (-4)	$186.12 03/24 10:30	SL $199.99 TP $175.52	$183.41 Avg 03/24 10:51	+$74.06 Pro 3.06% +$144.79 (3.1%)	Trailing Stop	21m
COIN Signal Details (Order: 42659145381464064) Ticker: COIN Action: sell TF: 60 Price: $186.60 Indicator: 📌Wavematrix sell Signal: A-4, WMvalue: -62.06, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -5.3, 趋势强度: 100% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) 🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝 Deviation: 276.6% → 仓位x0 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.512 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.478 weak(caution) [XGB:0.437/RF:0.539] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel 多维综合评级: A-4 M-4 V1 Final Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝，MRC不可覆盖 HTF⚠️方向不一致 Grade: A (-4) Extras: indicator 📌Wavematrix sell Signal: A-4, WMvalue: -62.06, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -5.3, 趋势强度: 100% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) 🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝 Deviation: 276.6% → 仓位x0 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.512 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.478 weak(caution) [XGB:0.437/RF:0.539] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel 多维综合评级: A-4 M-4 V1 Final Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝，MRC不可覆盖 HTF⚠️方向不一致 timeframe 60 SL: $199.99 TP: $175.52 Qty: 13 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Wavematrix sell\nSignal: A-4, WMvalue: -62.06, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -5.3, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\n🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝\nDeviation: 276.6% → 仓位x0\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.512 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.478 weak(caution) [XGB:0.437/RF:0.539]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝，MRC不可覆盖\nHTF⚠️方向不一致", "timeframe": "60" }, "ticker": "COIN", "quantity": "13", "stopLoss": { "stopPrice": 199.99 }, "takeProfit": { "limitPrice": 175.52 }, "referencePrice": 186.6, "filter_result": { "decision": "pass", "rating": "A-4", "final_rating": "📌Wavematrix sell\nSignal: A-4, WMvalue: -62.06, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -5.3, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\n🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝\nDeviation: 276.6% → 仓位x0\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.512 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.478 weak(caution) [XGB:0.437/RF:0.539]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝，MRC不可覆盖\nHTF⚠️方向不一致", "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -62.06) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass \| 阶段4(V评级): 完美确认：6维度strongpass + V评级V1 \| 阶段5(OB): [乖离率] 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝 \| 阶段6(MRC): [硬拒绝] 乖离率硬拒绝: 乖离率极端超限277%(5.77>=2.08[调整后])，硬拒绝，MRC不可覆盖", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": 2.0, "structural_normalized": 1.0, "structural_weighted": 0.1, "total_score": -0.4, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": false, "threshold": -38.5, "details": "TSI=-62.06 > -38.5 (避免超卖)" }, "tsi_value": -62.062163824442706 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:30:49.219201" }
CRCL P_CRCL_2026-03-24_1	SHORT	23	📌Wavematrix sell	A (-4)	$106.02 03/24 10:30	SL $118.28 TP $80.55	$105.80 03/24 10:32	+$5.06 0.21%	Trailing Stop	1m
CRCL Signal Details (Order: 42659143411580928) Ticker: CRCL Action: sell TF: 60 Price: $106.44 Indicator: 📌Wavematrix sell Signal: A-4, WMvalue: -75.73, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -19.09, 趋势强度: 100% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V5 (UUDD) 🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝 Deviation: 320.6% → 仓位x0 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.643 强共振 [TSI×htf:+0.78 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80] ML: 0.522 weak(caution) [XGB:0.536/RF:0.500] 预测模型: 📈 强确认方向一致率:90% (高置信, 10案例) 预期波动:7.8% 建议TP:-6.21% \| K线:看涨:Hikkake 图表:Bull Flag 多维综合评级: A-4 M-4 V5 Final Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝，MRC不可覆盖 HTF⚠️方向不一致 Grade: A (-4) Extras: indicator 📌Wavematrix sell Signal: A-4, WMvalue: -75.73, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -19.09, 趋势强度: 100% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V5 (UUDD) 🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝 Deviation: 320.6% → 仓位x0 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.643 强共振 [TSI×htf:+0.78 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80] ML: 0.522 weak(caution) [XGB:0.536/RF:0.500] 预测模型: 📈 强确认方向一致率:90% (高置信, 10案例) 预期波动:7.8% 建议TP:-6.21% \| K线:看涨:Hikkake 图表:Bull Flag 多维综合评级: A-4 M-4 V5 Final Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝，MRC不可覆盖 HTF⚠️方向不一致 timeframe 60 SL: $118.28 TP: $80.55 Qty: 23 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Wavematrix sell\nSignal: A-4, WMvalue: -75.73, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -19.09, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V5 (UUDD)\n🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝\nDeviation: 320.6% → 仓位x0\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.643 强共振 [TSI×htf:+0.78 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80]\nML: 0.522 weak(caution) [XGB:0.536/RF:0.500]\n预测模型: 📈 强确认方向一致率:90% (高置信, 10案例) 预期波动:7.8% 建议TP:-6.21% \| K线:看涨:Hikkake 图表:Bull Flag\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝，MRC不可覆盖\nHTF⚠️方向不一致", "timeframe": "60" }, "ticker": "CRCL", "quantity": "23", "stopLoss": { "stopPrice": 118.28 }, "takeProfit": { "limitPrice": 80.55 }, "referencePrice": 106.44, "filter_result": { "decision": "pass", "rating": "A-4", "final_rating": "📌Wavematrix sell\nSignal: A-4, WMvalue: -75.73, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -19.09, 趋势强度: 100%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V5 (UUDD)\n🚫 OB+POC+DEV: reject - [乖离率] 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝\nDeviation: 320.6% → 仓位x0\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.643 强共振 [TSI×htf:+0.78 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80]\nML: 0.522 weak(caution) [XGB:0.536/RF:0.500]\n预测模型: 📈 强确认方向一致率:90% (高置信, 10案例) 预期波动:7.8% 建议TP:-6.21% \| K线:看涨:Hikkake 图表:Bull Flag\n多维综合评级: A-4 M-4 V5\nFinal Decision: PASS - [硬拒绝] 乖离率硬拒绝: 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝，MRC不可覆盖\nHTF⚠️方向不一致", "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -75.73) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass \| 阶段4(V评级): 6维度strongpass但V评级V5，降级为pass+警告 \| 阶段5(OB): [乖离率] 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝 \| 阶段6(MRC): [硬拒绝] 乖离率硬拒绝: 乖离率极端超限321%(11.79>=3.68[调整后])，硬拒绝，MRC不可覆盖", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": 2.0, "structural_normalized": 1.0, "structural_weighted": 0.1, "total_score": -0.4, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": false, "threshold": -38.5, "details": "TSI=-75.73 > -38.5 (避免超卖)" }, "tsi_value": -75.73432902884248 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:30:34.417379" }
ARM P_ARM_2026-03-24_1	SHORT	36	WaveMatrix Top	B	$135.72 03/24 10:30	SL $142.60 TP $115.85	$135.70 03/24 10:47	+$0.54 0.01%	Trailing Stop	16m
ARM Signal Details (Order: 42659142047254528) Ticker: ARM Action: sell TF: 60 Price: $135.87 Indicator: WaveMatrix Top Grade: B Extras: timeframe 60 indicator WaveMatrix Top SL: $142.60 TP: $115.85 Qty: 36 Raw Webhook Payload `{ "ticker": "ARM", "action": "sell", "quantity": 36, "referencePrice": 135.87, "takeProfit": { "limitPrice": 115.8548555051 }, "stopLoss": { "stopPrice": 142.5977796621 }, "extras": { "timeframe": "60", "indicator": "WaveMatrix Top" } }`
ASX 加仓 P_ASX_2026-03-24_1	SHORT	121	📌Trend Continuation	B (-4)	$21.35 03/24 10:16	SL $21.70 TP $20.64	$21.55 Avg 03/24 11:32	$-24.20 Pro -0.94% $-48.40 (-0.9%)	Webhook Signal	1h 15m
ASX Signal Details (Order: 42659035224360960) Ticker: ASX Action: sell TF: 15 Price: $21.37 Indicator: 📌Trend Continuation Signal: B-4, WMvalue: -18.58, 趋势强度: 47.1% 动能一致性: 一致 (3/4) Momo State: 共振空头 (-2+-2) HTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3% HTF动能一致性: 一致 (3/4) HTF Momo State: 震荡偏空 (-2+1) \| 60 Market Structure: V5 (UUDD) ⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67% Deviation: 26.4% → 仓位x1.0 MarketRegime: APEX_BEAR Squeeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass] PPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.466 weak(caution) [XGB:0.496/RF:0.422] 预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel 多维综合评级: B-4 M-4 V5 Final Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告 HTF⚠️方向不一致 Grade: B (-4) Extras: indicator 📌Trend Continuation Signal: B-4, WMvalue: -18.58, 趋势强度: 47.1% 动能一致性: 一致 (3/4) Momo State: 共振空头 (-2+-2) HTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3% HTF动能一致性: 一致 (3/4) HTF Momo State: 震荡偏空 (-2+1) \| 60 Market Structure: V5 (UUDD) ⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67% Deviation: 26.4% → 仓位x1.0 MarketRegime: APEX_BEAR Squeeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass] PPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.466 weak(caution) [XGB:0.496/RF:0.422] 预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel 多维综合评级: B-4 M-4 V5 Final Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告 HTF⚠️方向不一致 timeframe 15 SL: $21.70 TP: $20.64 Qty: 121 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Trend Continuation\nSignal: B-4, WMvalue: -18.58, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) \| 60\nMarket Structure: V5 (UUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67%\nDeviation: 26.4% → 仓位x1.0\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.466 weak(caution) [XGB:0.496/RF:0.422]\n预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel\n多维综合评级: B-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "ASX", "quantity": "121", "stopLoss": { "stopPrice": 21.7 }, "takeProfit": { "limitPrice": 20.64 }, "referencePrice": 21.37, "filter_result": { "decision": "strongpass", "rating": "B-4", "final_rating": "📌Trend Continuation\nSignal: B-4, WMvalue: -18.58, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) \| 60\nMarket Structure: V5 (UUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67%\nDeviation: 26.4% → 仓位x1.0\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.466 weak(caution) [XGB:0.496/RF:0.422]\n预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel\n多维综合评级: B-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告\nHTF⚠️方向不一致", "reason": "阶段1: B-4级 (总分-0.55, WMvalue: -18.58) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 当前B级但动能Momo强+HTFB-1支持+HTF规则strongpass \| 阶段4(V评级): 6维度pass但V评级V5偏弱，通过+警告 \| 阶段5(OB): OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67% \| 乖离率: 26.4%(x1.35)→仓位x1.0 \| 阶段6(MRC): [MRC极强] APEX_BEAR+B-4级+HTF通过，强势做空", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": 1, "calculated": -6.0, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": -1.0, "structural_normalized": -0.5, "structural_weighted": -0.05, "total_score": -0.55, "momentum_check": { "passed": true, "aligned_count": 3, "details": "3/4个指标看跌: TSIHA, TSIMASTATUS, Wavematrixtrend", "wavematrix_status": "一致", "wavematrix_value": -2 }, "tsi_check": { "passed": true, "threshold": -38.5, "details": "TSI=-18.58 > -38.5 (避免超卖)" }, "tsi_value": -18.575485448383297 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:16:48.604089" }
ASX P_ASX_2026-03-24_1	SHORT	121	📌Trend Continuation	B (-4)	$21.35 03/24 10:16	SL $21.70 TP $20.64	$21.55 Avg 03/24 11:32	$-24.20 Pro -0.94% $-48.40 (-0.9%)	Webhook Signal	1h 15m
ASX Signal Details (Order: 42659035222523904) Ticker: ASX Action: sell TF: 15 Price: $21.37 Indicator: 📌Trend Continuation Signal: B-4, WMvalue: -18.58, 趋势强度: 47.1% 动能一致性: 一致 (3/4) Momo State: 共振空头 (-2+-2) HTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3% HTF动能一致性: 一致 (3/4) HTF Momo State: 震荡偏空 (-2+1) \| 60 Market Structure: V5 (UUDD) ⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67% Deviation: 29.3% → 仓位x1.0 MarketRegime: APEX_BEAR Squeeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass] PPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.466 weak(caution) [XGB:0.496/RF:0.422] 预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel 多维综合评级: B-4 M-4 V5 Final Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告 HTF⚠️方向不一致 Grade: B (-4) Extras: indicator 📌Trend Continuation Signal: B-4, WMvalue: -18.58, 趋势强度: 47.1% 动能一致性: 一致 (3/4) Momo State: 共振空头 (-2+-2) HTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3% HTF动能一致性: 一致 (3/4) HTF Momo State: 震荡偏空 (-2+1) \| 60 Market Structure: V5 (UUDD) ⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67% Deviation: 29.3% → 仓位x1.0 MarketRegime: APEX_BEAR Squeeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass] PPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.466 weak(caution) [XGB:0.496/RF:0.422] 预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel 多维综合评级: B-4 M-4 V5 Final Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告 HTF⚠️方向不一致 timeframe 15 SL: $21.70 TP: $20.64 Qty: 121 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Trend Continuation\nSignal: B-4, WMvalue: -18.58, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) \| 60\nMarket Structure: V5 (UUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67%\nDeviation: 29.3% → 仓位x1.0\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.466 weak(caution) [XGB:0.496/RF:0.422]\n预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel\n多维综合评级: B-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "ASX", "quantity": "121", "stopLoss": { "stopPrice": 21.7 }, "takeProfit": { "limitPrice": 20.64 }, "referencePrice": 21.37, "filter_result": { "decision": "strongpass", "rating": "B-4", "final_rating": "📌Trend Continuation\nSignal: B-4, WMvalue: -18.58, 趋势强度: 47.1%\n动能一致性: 一致 (3/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-1,strongpass, WMvalue: 0.04, 趋势强度: 35.3%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 震荡偏空 (-2+1) \| 60\nMarket Structure: V5 (UUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67%\nDeviation: 29.3% → 仓位x1.0\nMarketRegime: APEX_BEAR\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nPPO: -1(收缩预警(跌势放缓))/-2(强杀跌(双周期发散)) → WARN x0.7 [PPO-CHASE-HOOK-HTF-VSTRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.466 weak(caution) [XGB:0.496/RF:0.422]\n预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:4.0% 建议TP:-3.19% \| K线:看跌:Hikkake 图表:Ascending Channel\n多维综合评级: B-4 M-4 V5\nFinal Decision: STRONGPASS - 6维度pass但V评级V5偏弱，通过+警告\nHTF⚠️方向不一致", "reason": "阶段1: B-4级 (总分-0.55, WMvalue: -18.58) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 当前B级但动能Momo强+HTFB-1支持+HTF规则strongpass \| 阶段4(V评级): 6维度pass但V评级V5偏弱，通过+警告 \| 阶段5(OB): OB中性｜压力:4H无压力OB,1H压力下方5.71%｜支撑:4H无支撑OB,距1H支撑7.67% \| 乖离率: 29.3%(x1.35)→仓位x1.0 \| 阶段6(MRC): [MRC极强] APEX_BEAR+B-4级+HTF通过，强势做空", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": 1, "calculated": -6.0, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": -1.0, "structural_normalized": -0.5, "structural_weighted": -0.05, "total_score": -0.55, "momentum_check": { "passed": true, "aligned_count": 3, "details": "3/4个指标看跌: TSIHA, TSIMASTATUS, Wavematrixtrend", "wavematrix_status": "一致", "wavematrix_value": -2 }, "tsi_check": { "passed": true, "threshold": -38.5, "details": "TSI=-18.58 > -38.5 (避免超卖)" }, "tsi_value": -18.575485448383297 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:16:49.000916" }
ALAB P_ALAB_2026-03-24_4	SHORT	21	📌Weak Short	B	$119.01 03/24 10:16	SL $124.21 TP $116.98	$121.73 03/24 10:52	$-57.12 -2.29%	Trailing Stop	35m
ALAB Signal Details (Order: 42659034177620992) Ticker: ALAB Action: sell TF: 15 Price: $119.35 Indicator: 📌Weak Short Signal Signal: B+0, WMvalue: -32.28, 趋势强度: 58.8% 动能一致性: 强一致 (4/4) Momo State: 中性/冲突 (2+-2) HTF: B+0,strongpass, WMvalue: 5.97, 趋势强度: 17.6% HTF动能一致性: 一致 (3/4) HTF Momo State: 中性/冲突 (-2+2) \| 60 Market Structure: V4 (DUDD) 🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方8.57%,1H压力下方5.57%｜支撑:4H支撑上方1.7%,1H支撑上方17.76% Deviation: 57.9% → 仓位x0.6 MarketRegime: VELOCITY_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-0.5(混沌区(短期反向)) → PASS [PPO-CUR-STRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.497 weak(caution) [XGB:0.496/RF:0.499] 预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:8.0% 建议TP:-6.38% 多维综合评级: B+0 M0 V4 Final Decision: PASS - 6维度pass但V评级V4偏弱，通过+警告 HTF⚠️方向不一致 Grade: B Extras: indicator 📌Weak Short Signal Signal: B+0, WMvalue: -32.28, 趋势强度: 58.8% 动能一致性: 强一致 (4/4) Momo State: 中性/冲突 (2+-2) HTF: B+0,strongpass, WMvalue: 5.97, 趋势强度: 17.6% HTF动能一致性: 一致 (3/4) HTF Momo State: 中性/冲突 (-2+2) \| 60 Market Structure: V4 (DUDD) 🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方8.57%,1H压力下方5.57%｜支撑:4H支撑上方1.7%,1H支撑上方17.76% Deviation: 57.9% → 仓位x0.6 MarketRegime: VELOCITY_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-0.5(混沌区(短期反向)) → PASS [PPO-CUR-STRONG] Resonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.497 weak(caution) [XGB:0.496/RF:0.499] 预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:8.0% 建议TP:-6.38% 多维综合评级: B+0 M0 V4 Final Decision: PASS - 6维度pass但V评级V4偏弱，通过+警告 HTF⚠️方向不一致 timeframe 15 SL: $124.21 TP: $116.98 Qty: 21 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Weak Short Signal\nSignal: B+0, WMvalue: -32.28, 趋势强度: 58.8%\n动能一致性: 强一致 (4/4)\nMomo State: 中性/冲突 (2+-2)\nHTF: B+0,strongpass, WMvalue: 5.97, 趋势强度: 17.6%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 中性/冲突 (-2+2) \| 60\nMarket Structure: V4 (DUDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方8.57%,1H压力下方5.57%｜支撑:4H支撑上方1.7%,1H支撑上方17.76%\nDeviation: 57.9% → 仓位x0.6\nMarketRegime: VELOCITY_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-0.5(混沌区(短期反向)) → PASS [PPO-CUR-STRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.497 weak(caution) [XGB:0.496/RF:0.499]\n预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:8.0% 建议TP:-6.38%\n多维综合评级: B+0 M0 V4\nFinal Decision: PASS - 6维度pass但V评级V4偏弱，通过+警告\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "ALAB", "quantity": "21", "stopLoss": { "stopPrice": 124.21 }, "takeProfit": { "limitPrice": 116.98 }, "referencePrice": 119.35, "filter_result": { "decision": "pass", "rating": "B+0", "final_rating": "📌Weak Short Signal\nSignal: B+0, WMvalue: -32.28, 趋势强度: 58.8%\n动能一致性: 强一致 (4/4)\nMomo State: 中性/冲突 (2+-2)\nHTF: B+0,strongpass, WMvalue: 5.97, 趋势强度: 17.6%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 中性/冲突 (-2+2) \| 60\nMarket Structure: V4 (DUDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方8.57%,1H压力下方5.57%｜支撑:4H支撑上方1.7%,1H支撑上方17.76%\nDeviation: 57.9% → 仓位x0.6\nMarketRegime: VELOCITY_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-0.5(混沌区(短期反向)) → PASS [PPO-CUR-STRONG]\nResonance: +0.075 弱 [TSI×htf:+0.00 \| TSI×Str:+0.30 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.497 weak(caution) [XGB:0.496/RF:0.499]\n预测模型: 📈 强确认方向一致率:80% (高置信, 10案例) 预期波动:8.0% 建议TP:-6.38%\n多维综合评级: B+0 M0 V4\nFinal Decision: PASS - 6维度pass但V评级V4偏弱，通过+警告\nHTF⚠️方向不一致", "reason": "阶段1: B+0级 (总分-0.55, WMvalue: -32.28) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 当前B级中性Momo但HTF规则strongpass补偿 \| 阶段4(V评级): 6维度pass但V评级V4偏弱，通过+警告 \| 阶段5(OB): 做空信号在1H+4H压力下方运行｜压力:4H压力下方8.57%,1H压力下方5.57%｜支撑:4H支撑上方1.7%,1H支撑上方17.76% \| 乖离率: 57.9%(x1.4)→仓位x0.6 \| 阶段6(MRC): [MRC顺势] VELOCITY_BEAR，沿用原决策: pass", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": 2, "momo_longswing_state": -2, "momo_composite_score": 0 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": -1.0, "structural_normalized": -0.5, "structural_weighted": -0.05, "total_score": -0.55, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": true, "threshold": -38.5, "details": "TSI=-32.28 > -38.5 (避免超卖)" }, "tsi_value": -32.27621920210495 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:16:41.087256" }
COIN P_COIN_2026-03-24_1	SHORT	12	📌Trend Continuation	A (-4)	$192.54 03/24 10:15	SL $201.60 TP $181.23	$183.41 Avg 03/24 10:51	+$70.73 Pro 3.06% +$144.79 (3.1%)	Trailing Stop	36m
COIN Signal Details (Order: 42659027887475712) Ticker: COIN Action: sell TF: 15 Price: $193.45 Indicator: 📌Trend Continuation Signal: A-4, WMvalue: -46.17, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -2.59, 趋势强度: 88.2% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V4 (DUDD) 🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方34.07%,1H压力下方10.97%｜支撑:4H支撑上方18.93%,1H支撑上方8.95% Deviation: 141.0% → 仓位x0.3 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.525 weak(caution) [XGB:0.496/RF:0.568] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel 多维综合评级: A-4 M-4 V4 Final Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass HTF⚠️方向不一致 Grade: A (-4) Extras: indicator 📌Trend Continuation Signal: A-4, WMvalue: -46.17, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: A-4,strongpass, WMvalue: -2.59, 趋势强度: 88.2% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V4 (DUDD) 🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方34.07%,1H压力下方10.97%｜支撑:4H支撑上方18.93%,1H支撑上方8.95% Deviation: 141.0% → 仓位x0.3 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.525 weak(caution) [XGB:0.496/RF:0.568] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel 多维综合评级: A-4 M-4 V4 Final Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass HTF⚠️方向不一致 timeframe 15 SL: $201.60 TP: $181.23 Qty: 12 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Trend Continuation\nSignal: A-4, WMvalue: -46.17, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -2.59, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V4 (DUDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方34.07%,1H压力下方10.97%｜支撑:4H支撑上方18.93%,1H支撑上方8.95%\nDeviation: 141.0% → 仓位x0.3\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.525 weak(caution) [XGB:0.496/RF:0.568]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel\n多维综合评级: A-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "COIN", "quantity": "12", "stopLoss": { "stopPrice": 201.6 }, "takeProfit": { "limitPrice": 181.23 }, "referencePrice": 193.45, "filter_result": { "decision": "strongpass", "rating": "A-4", "final_rating": "📌Trend Continuation\nSignal: A-4, WMvalue: -46.17, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: A-4,strongpass, WMvalue: -2.59, 趋势强度: 88.2%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V4 (DUDD)\n🟢 OB: pass(+0.5) - 做空信号在1H+4H压力下方运行｜压力:4H压力下方34.07%,1H压力下方10.97%｜支撑:4H支撑上方18.93%,1H支撑上方8.95%\nDeviation: 141.0% → 仓位x0.3\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.525 weak(caution) [XGB:0.496/RF:0.568]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.2% 建议TP:-1.79% \| K线:看涨:Belt-hold,Closing Marubozu,Engulfing 图表:Bear Flag,Descending Channel\n多维综合评级: A-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度strongpass但V评级V4偏弱，降级为pass\nHTF⚠️方向不一致", "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -46.17) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass \| 阶段4(V评级): 6维度strongpass但V评级V4偏弱，降级为pass \| 阶段5(OB): 做空信号在1H+4H压力下方运行｜压力:4H压力下方34.07%,1H压力下方10.97%｜支撑:4H支撑上方18.93%,1H支撑上方8.95% \| ⚠️乖离率超限141%→仓位x0.3 \| 阶段6(MRC): [MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": 2.0, "structural_normalized": 1.0, "structural_weighted": 0.1, "total_score": -0.4, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": false, "threshold": -38.5, "details": "TSI=-46.17 > -38.5 (避免超卖)" }, "tsi_value": -46.16989187314313 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:15:52.439782" }
HOOD P_HOOD_2026-03-24_2	SHORT	36	📌Strong Short	A (-4)	$70.08 03/24 10:15	SL $71.76 TP $69.21	$69.21 03/24 10:26	+$31.32 1.24%	Take Profit	10m
HOOD Signal Details (Order: 42659027567266816) Ticker: HOOD Action: sell TF: 15 Price: $70.11 Indicator: 📌Strong Short Signal Signal: A-4, WMvalue: -57.98, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: B-4,strongpass, WMvalue: -5.35, 趋势强度: 82.4% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) 🔴 OB: reject(-3) - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92% Deviation: 90.9% → 仓位x0.2 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.513 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.477 weak(caution) [XGB:0.437/RF:0.539] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23% 多维综合评级: A-4 M-4 V1 Final Decision: PASS - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92% \| 乖离率: 90.9%(x1.45)→仓位x0.2 HTF⚠️方向不一致 Grade: A (-4) Extras: indicator 📌Strong Short Signal Signal: A-4, WMvalue: -57.98, 趋势强度: 100% 动能一致性: 强一致 (4/4) Momo State: 共振空头 (-2+-2) HTF: B-4,strongpass, WMvalue: -5.35, 趋势强度: 82.4% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) 🔴 OB: reject(-3) - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92% Deviation: 90.9% → 仓位x0.2 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.513 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.477 weak(caution) [XGB:0.437/RF:0.539] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23% 多维综合评级: A-4 M-4 V1 Final Decision: PASS - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92% \| 乖离率: 90.9%(x1.45)→仓位x0.2 HTF⚠️方向不一致 timeframe 15 SL: $71.76 TP: $69.21 Qty: 36 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Strong Short Signal\nSignal: A-4, WMvalue: -57.98, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -5.35, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\n🔴 OB: reject(-3) - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92%\nDeviation: 90.9% → 仓位x0.2\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.513 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.477 weak(caution) [XGB:0.437/RF:0.539]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23%\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92% \| 乖离率: 90.9%(x1.45)→仓位x0.2\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "HOOD", "quantity": "36", "stopLoss": { "stopPrice": 71.76 }, "takeProfit": { "limitPrice": 69.21 }, "referencePrice": 70.11, "filter_result": { "decision": "pass", "rating": "A-4", "final_rating": "📌Strong Short Signal\nSignal: A-4, WMvalue: -57.98, 趋势强度: 100%\n动能一致性: 强一致 (4/4)\nMomo State: 共振空头 (-2+-2)\nHTF: B-4,strongpass, WMvalue: -5.35, 趋势强度: 82.4%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\n🔴 OB: reject(-3) - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92%\nDeviation: 90.9% → 仓位x0.2\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.513 强共振 [TSI×htf:+0.51 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.477 weak(caution) [XGB:0.437/RF:0.539]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23%\n多维综合评级: A-4 M-4 V1\nFinal Decision: PASS - [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92% \| 乖离率: 90.9%(x1.45)→仓位x0.2\nHTF⚠️方向不一致", "reason": "阶段1: A-4级 (总分-0.4, WMvalue: -57.98) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 高质量信号：当前A级强势+HTFB-4支持+HTF规则strongpass \| 阶段4(V评级): 完美确认：6维度strongpass + V评级V1 \| 阶段5(OB): [WM规则] WMvalue=-57.98超卖(<-40)且接近4H支撑区，不做空｜压力:4H压力下方11.12%,1H压力下方6.22%｜支撑:4H支撑内,1H支撑上方9.92% \| 乖离率: 90.9%(x1.45)→仓位x0.2 \| 阶段6(MRC): [MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": 2.0, "structural_normalized": 1.0, "structural_weighted": 0.1, "total_score": -0.4, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": false, "threshold": -38.5, "details": "TSI=-57.98 > -38.5 (避免超卖)" }, "tsi_value": -57.9769851306424 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:15:50.480995" }
KLAC P_KLAC_2026-03-24_1	LONG	2	📌X SniperBuy	C (1)	$1547.00 03/24 10:10	SL $1522.57 TP $1579.77	$1547.46 03/24 10:59	+$0.92 0.03%	Trailing Stop	48m
KLAC Signal Details (Order: 42658989163429888) Ticker: KLAC Action: buy TF: 5m Price: $1545.45 Indicator: 📌X SniperBuy TrendTracer Signal: C+1, WMvalue: -8.03, 趋势强度: 11.8% 动能一致性: 一致 (3/4) Momo State: 震荡偏多 (2+-1) HTF: B+4,strongpass, WMvalue: 6.15, 趋势强度: 58.8% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振多头 (2+2) \| 60 Market Structure: V2 (UUUD) ⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方5.06%｜阻力:4H无阻力OB,距1H阻力7.97% Deviation: 90.7% → 仓位x0.2 MarketRegime: VELOCITY_BULL Squeeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass] PPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG] Resonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00] ML: 0.476 weak(caution) [XGB:0.547/RF:0.370] 预测模型: 📈 强确认方向一致率:70% (高置信, 10案例) 预期波动:+2.3% 建议TP:+1.86% \| K线:看涨:Hikkake 图表:Bull Flag,Ascending Channel 多维综合评级: C+1 M+1 V2 Final Decision: PASS - [HTF][Momo+TSI] Momo=4+TSIHA=1+TSI=6.2，挽救做多 Grade: C (1) Indicator Data: ETFQTY 1000 obData Timeframe: ; Bullish OB: 1545.45 - 1545.45; Bearish OB: 1545.45 - 1545.45 symbol KLAC MAtrend 1 pmaText PMA Bullish POCtrend 2 adxValue 23.8631605765 CVDsignal cvdBelowMA SQZsignal no squeeze MOMOsignal bullishmomo choppiness 33.757524077 RSIHAsignal BullishHA poc_summary Daily POC: 1508.00; Prev DailyPOC: 1524.00; Weekly POC: 1524.00; Prev Weekly POC: 1482.00; Monthly POC: 1476.00; Prev Monthly POC: 1411.00 AIbandsignal red downtrend center_trend Weak Bearish ratingstatus Bullish-Medium-TrendDriven HTFwave_signal Bearish TrendTracerHTF 1 ewotrend_state Strong Bullish lastDemandText 1520.48 - 1513.71 \| 5m lastSupplyText 1535.06 - 1528.89 \| 5m FormattedScores S:1 / L:5 rsi_state_trend Neutral wavemarket_state Neutral Current_timeframe 5 TrendTracersignal 1 MAtrend_timeframe1 3 MAtrend_timeframe2 1 Middle_smooth_trend Bearish adaptive_timeframe_1 15 adaptive_timeframe_2 60 choppingrange_signal no chopping trend_change_volatility_stop 1553.3 Extras: risk 1 indicator 📌X SniperBuy TrendTracer Signal: C+1, WMvalue: -8.03, 趋势强度: 11.8% 动能一致性: 一致 (3/4) Momo State: 震荡偏多 (2+-1) HTF: B+4,strongpass, WMvalue: 6.15, 趋势强度: 58.8% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振多头 (2+2) \| 60 Market Structure: V2 (UUUD) ⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方5.06%｜阻力:4H无阻力OB,距1H阻力7.97% Deviation: 90.7% → 仓位x0.2 MarketRegime: VELOCITY_BULL Squeeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass] PPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG] Resonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00] ML: 0.476 weak(caution) [XGB:0.547/RF:0.370] 预测模型: 📈 强确认方向一致率:70% (高置信, 10案例) 预期波动:+2.3% 建议TP:+1.86% \| K线:看涨:Hikkake 图表:Bull Flag,Ascending Channel 多维综合评级: C+1 M+1 V2 Final Decision: PASS - [HTF][Momo+TSI] Momo=4+TSIHA=1+TSI=6.2，挽救做多 oscrating 65 timeframe 5m trendrating 70 referencePrice 1545.45 SL: $1522.57 TP: $1579.77 Qty: 2 Raw Webhook Payload { "data": { "ETFQTY": "1000", "obData": "Timeframe: ; Bullish OB: 1545.45 - 1545.45; Bearish OB: 1545.45 - 1545.45", "symbol": "KLAC", "MAtrend": "1", "pmaText": "PMA Bullish", "POCtrend": "2", "adxValue": "23.8631605765", "CVDsignal": "cvdBelowMA", "SQZsignal": "no squeeze", "MOMOsignal": "bullishmomo", "choppiness": "33.757524077", "RSIHAsignal": "BullishHA", "poc_summary": "Daily POC: 1508.00; Prev DailyPOC: 1524.00; Weekly POC: 1524.00; Prev Weekly POC: 1482.00; Monthly POC: 1476.00; Prev Monthly POC: 1411.00", "AIbandsignal": "red downtrend", "center_trend": "Weak Bearish", "ratingstatus": "Bullish-Medium-TrendDriven", "HTFwave_signal": "Bearish", "TrendTracerHTF": "1", "ewotrend_state": "Strong Bullish", "lastDemandText": "1520.48 - 1513.71 \| 5m", "lastSupplyText": "1535.06 - 1528.89 \| 5m", "FormattedScores": "S:1 / L:5", "rsi_state_trend": "Neutral", "wavemarket_state": "Neutral", "Current_timeframe": "5", "TrendTracersignal": "1", "MAtrend_timeframe1": "3", "MAtrend_timeframe2": "1", "Middle_smooth_trend": "Bearish", "adaptive_timeframe_1": "15", "adaptive_timeframe_2": "60", "choppingrange_signal": "no chopping", "trend_change_volatility_stop": "1553.3" }, "action": "buy", "extras": { "risk": 1, "indicator": "📌X SniperBuy TrendTracer\nSignal: C+1, WMvalue: -8.03, 趋势强度: 11.8%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏多 (2+-1)\nHTF: B+4,strongpass, WMvalue: 6.15, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) \| 60\nMarket Structure: V2 (UUUD)\n⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方5.06%｜阻力:4H无阻力OB,距1H阻力7.97%\nDeviation: 90.7% → 仓位x0.2\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nPPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG]\nResonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00]\nML: 0.476 weak(caution) [XGB:0.547/RF:0.370]\n预测模型: 📈 强确认方向一致率:70% (高置信, 10案例) 预期波动:+2.3% 建议TP:+1.86% \| K线:看涨:Hikkake 图表:Bull Flag,Ascending Channel\n多维综合评级: C+1 M+1 V2\nFinal Decision: PASS - [HTF][Momo+TSI] Momo=4+TSIHA=1+TSI=6.2，挽救做多", "oscrating": 65, "timeframe": "5m", "trendrating": 70, "referencePrice": 1545.45 }, "ticker": "KLAC", "quantity": "2", "stopLoss": { "stopPrice": 1522.57 }, "takeProfit": { "limitPrice": 1579.77 }, "filter_result": { "decision": "pass", "rating": "C+1", "final_rating": "📌X SniperBuy TrendTracer\nSignal: C+1, WMvalue: -8.03, 趋势强度: 11.8%\n动能一致性: 一致 (3/4)\nMomo State: 震荡偏多 (2+-1)\nHTF: B+4,strongpass, WMvalue: 6.15, 趋势强度: 58.8%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) \| 60\nMarket Structure: V2 (UUUD)\n⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方5.06%｜阻力:4H无阻力OB,距1H阻力7.97%\nDeviation: 90.7% → 仓位x0.2\nMarketRegime: VELOCITY_BULL\nSqueeze: ⚠️动能确认 pass, HTF[挤压中,有pass]+Cur[非挤压,有pass]\nPPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG]\nResonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00]\nML: 0.476 weak(caution) [XGB:0.547/RF:0.370]\n预测模型: 📈 强确认方向一致率:70% (高置信, 10案例) 预期波动:+2.3% 建议TP:+1.86% \| K线:看涨:Hikkake 图表:Bull Flag,Ascending Channel\n多维综合评级: C+1 M+1 V2\nFinal Decision: PASS - [HTF][Momo+TSI] Momo=4+TSIHA=1+TSI=6.2，挽救做多", "reason": "阶段1: C+1级 (总分-0.05, WMvalue: -8.03) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 当前级别C级评级(C+1)，直接拒绝 \| 阶段4(V评级): 6维度已拒绝，V评级确认维持 (V=V2) \| 阶段5(OB): OB中性｜支撑:4H无支撑OB,1H支撑上方5.06%｜阻力:4H无阻力OB,距1H阻力7.97% \| POC空间: 100.0% \| 乖离率: 90.7%(x1.35)→仓位x0.2 \| 阶段6(MRC): [HTF][Momo+TSI] Momo=4+TSIHA=1+TSI=6.2，挽救做多", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -0.9999999999999996, "wave_components": { "wavematrixtrend": -2, "momentum_state": -1, "tsimastatus": 1, "tsiha": 1, "rsiha": 1, "calculated": -1.0, "limited": -1.0 }, "momo_indicators": { "momo_swing_state": 2, "momo_longswing_state": -1, "momo_composite_score": 1 }, "wave_normalized": -0.2, "wave_weighted": -0.1, "structural_raw": 1.0, "structural_normalized": 0.5, "structural_weighted": 0.05, "total_score": -0.05, "momentum_check": { "passed": true, "aligned_count": 3, "details": "3/4个指标看涨: TSIHA, TSIMASTATUS, RSIHA", "wavematrix_status": "一致", "wavematrix_value": -2 }, "tsi_check": { "passed": true, "threshold": 40.0, "details": "TSI=-8.03 < 40.0 (避免超买)" }, "tsi_value": -8.031560794162502 }, "htf_mismatch": false }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:10:57.384304" }
ADI P_ADI_2026-03-24_1	LONG	8	📌X SniperBuy	A (4)	$317.54 03/24 10:06	SL $313.53 TP $320.40	$317.67 03/24 10:17	+$1.04 0.04%	Trailing Stop	10m
ADI Signal Details (Order: 42658956734251008) Ticker: ADI Action: buy TF: 5m Price: $316.28 Indicator: 📌X SniperBuy Mundy Signal: A++4, WMvalue: -2.97, 趋势强度: 64.7% 动能一致性: 强一致 (4/4) Momo State: 共振多头 (2+2) HTF: A+4,strongpass, WMvalue: 3.86, 趋势强度: 29.4% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振多头 (2+2) \| 60 Market Structure: V1 (UUUU) ⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方3.29%｜阻力:4H无阻力OB,距1H阻力1.53% Deviation: 149.5% → 仓位x0.3 MarketRegime: VELOCITY_BULL Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG] Resonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00] ML: 0.471 weak(caution) [XGB:0.542/RF:0.364] 预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:+2.5% 建议TP:+1.96% \| K线:看跌:Hikkake 图表:Ascending Channel 多维综合评级: A++4 M+4 V1 Final Decision: STRONGPASS - 完美确认 Grade: A (4) Indicator Data: ETFQTY 1000 obData Timeframe: ; Bullish OB: 316.28 - 316.28; Bearish OB: 316.28 - 316.28 symbol ADI MAtrend 1 pmaText PMA Bullish POCtrend 0 adxValue 14.1720974504 CVDsignal cvdBelowMA SQZsignal no squeeze MOMOsignal bullishmomo choppiness 46.8713354828 RSIHAsignal BullishHA poc_summary Daily POC: 314.00; Prev DailyPOC: 317.00; Weekly POC: 317.00; Prev Weekly POC: 307.00; Monthly POC: 311.00; Prev Monthly POC: 353.00 AIbandsignal green uptrend center_trend Strong Bullish ratingstatus Bullish-Strong-TrendDriven HTFwave_signal Bearish TrendTracerHTF 1 ewotrend_state Strong Bullish lastDemandText 312.72 - 311.84 \| 5m lastSupplyText 315.3 - 314.52 \| 5m FormattedScores S:1 / L:5 rsi_state_trend Bullish wavemarket_state Short Weak Current_timeframe 5 TrendTracersignal 1 MAtrend_timeframe1 3 MAtrend_timeframe2 1 Middle_smooth_trend Bullish adaptive_timeframe_1 15 adaptive_timeframe_2 60 choppingrange_signal chopping trend_change_volatility_stop 311.31 Extras: risk 1 indicator 📌X SniperBuy Mundy Signal: A++4, WMvalue: -2.97, 趋势强度: 64.7% 动能一致性: 强一致 (4/4) Momo State: 共振多头 (2+2) HTF: A+4,strongpass, WMvalue: 3.86, 趋势强度: 29.4% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振多头 (2+2) \| 60 Market Structure: V1 (UUUU) ⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方3.29%｜阻力:4H无阻力OB,距1H阻力1.53% Deviation: 149.5% → 仓位x0.3 MarketRegime: VELOCITY_BULL Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG] Resonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00] ML: 0.471 weak(caution) [XGB:0.542/RF:0.364] 预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:+2.5% 建议TP:+1.96% \| K线:看跌:Hikkake 图表:Ascending Channel 多维综合评级: A++4 M+4 V1 Final Decision: STRONGPASS - 完美确认 oscrating 90 timeframe 5m trendrating 90 referencePrice 316.28 SL: $313.53 TP: $320.40 Qty: 8 Raw Webhook Payload { "data": { "ETFQTY": "1000", "obData": "Timeframe: ; Bullish OB: 316.28 - 316.28; Bearish OB: 316.28 - 316.28", "symbol": "ADI", "MAtrend": "1", "pmaText": "PMA Bullish", "POCtrend": "0", "adxValue": "14.1720974504", "CVDsignal": "cvdBelowMA", "SQZsignal": "no squeeze", "MOMOsignal": "bullishmomo", "choppiness": "46.8713354828", "RSIHAsignal": "BullishHA", "poc_summary": "Daily POC: 314.00; Prev DailyPOC: 317.00; Weekly POC: 317.00; Prev Weekly POC: 307.00; Monthly POC: 311.00; Prev Monthly POC: 353.00", "AIbandsignal": "green uptrend", "center_trend": "Strong Bullish", "ratingstatus": "Bullish-Strong-TrendDriven", "HTFwave_signal": "Bearish", "TrendTracerHTF": "1", "ewotrend_state": "Strong Bullish", "lastDemandText": "312.72 - 311.84 \| 5m", "lastSupplyText": "315.3 - 314.52 \| 5m", "FormattedScores": "S:1 / L:5", "rsi_state_trend": "Bullish", "wavemarket_state": "Short Weak", "Current_timeframe": "5", "TrendTracersignal": "1", "MAtrend_timeframe1": "3", "MAtrend_timeframe2": "1", "Middle_smooth_trend": "Bullish ", "adaptive_timeframe_1": "15", "adaptive_timeframe_2": "60", "choppingrange_signal": "chopping", "trend_change_volatility_stop": "311.31" }, "action": "buy", "extras": { "risk": 1, "indicator": "📌X SniperBuy Mundy\nSignal: A++4, WMvalue: -2.97, 趋势强度: 64.7%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A+4,strongpass, WMvalue: 3.86, 趋势强度: 29.4%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) \| 60\nMarket Structure: V1 (UUUU)\n⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方3.29%｜阻力:4H无阻力OB,距1H阻力1.53%\nDeviation: 149.5% → 仓位x0.3\nMarketRegime: VELOCITY_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG]\nResonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00]\nML: 0.471 weak(caution) [XGB:0.542/RF:0.364]\n预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:+2.5% 建议TP:+1.96% \| K线:看跌:Hikkake 图表:Ascending Channel\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认", "oscrating": 90, "timeframe": "5m", "trendrating": 90, "referencePrice": 316.28 }, "ticker": "ADI", "quantity": "8", "stopLoss": { "stopPrice": 313.53 }, "takeProfit": { "limitPrice": 320.4 }, "filter_result": { "decision": "strongpass", "rating": "A++4", "final_rating": "📌X SniperBuy Mundy\nSignal: A++4, WMvalue: -2.97, 趋势强度: 64.7%\n动能一致性: 强一致 (4/4)\nMomo State: 共振多头 (2+2)\nHTF: A+4,strongpass, WMvalue: 3.86, 趋势强度: 29.4%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) \| 60\nMarket Structure: V1 (UUUU)\n⚪ OB: pass(0) - OB中性｜支撑:4H无支撑OB,1H支撑上方3.29%｜阻力:4H无阻力OB,距1H阻力1.53%\nDeviation: 149.5% → 仓位x0.3\nMarketRegime: VELOCITY_BULL\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -0.5(混沌区(短期反向))/2(强共振(双周期发散)) → PASS x0.8 [PPO-EARLY-BEST-HTF-VSTRONG]\nResonance: -0.100 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:-0.50 \| Time:+0.00]\nML: 0.471 weak(caution) [XGB:0.542/RF:0.364]\n预测模型: ⚖️ 中性方向一致率:40% (高置信, 10案例) 预期波动:+2.5% 建议TP:+1.96% \| K线:看跌:Hikkake 图表:Ascending Channel\n多维综合评级: A++4 M+4 V1\nFinal Decision: STRONGPASS - 完美确认", "reason": "阶段1: A++4级 (总分0.6, WMvalue: -2.97) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 完美信号：双A级+双强动能+双Momo支持+HTF规则strongpass \| 阶段4(V评级): 完美确认：6维度strongpass + V评级V1 \| 阶段5(OB): OB中性｜支撑:4H无支撑OB,1H支撑上方3.29%｜阻力:4H无阻力OB,距1H阻力1.53% \| POC空间: 11.2% \| ⚠️乖离率超限150%→仓位x0.3 \| 阶段6(MRC): [MRC顺势] VELOCITY_BULL，沿用原决策: strongpass", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": 5.0, "wave_components": { "wavematrixtrend": 1, "momentum_state": 2, "tsimastatus": 1, "tsiha": 1, "rsiha": 1, "calculated": 6.2, "limited": 5.0 }, "momo_indicators": { "momo_swing_state": 2, "momo_longswing_state": 2, "momo_composite_score": 4 }, "wave_normalized": 1.0, "wave_weighted": 0.5, "structural_raw": 2.0, "structural_normalized": 1.0, "structural_weighted": 0.1, "total_score": 0.6, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看涨: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": 1 }, "tsi_check": { "passed": true, "threshold": 40.0, "details": "TSI=-2.97 < 40.0 (避免超买)" }, "tsi_value": -2.969073925887261 }, "htf_mismatch": false }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:06:50.112497" }
HOOD P_HOOD_2026-03-24_1	SHORT	140	📌AImonitor-volatilitytrend趋势信号 Signal:	A (-4)	$70.43 03/24 10:05	SL $72.19 TP $66.91	$70.06 03/24 10:14	+$52.12 0.53%	Trailing Stop	8m
HOOD Signal Details (Order: 42658949344019456) Ticker: HOOD Action: sell Price: $70.43 Indicator: 📌AImonitor-volatilitytrend趋势信号 Signal: A-4, WMvalue: -50.57, 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: -4.61, 趋势强度: 70.6% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) OB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] Resonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.459 weak(caution) [XGB:0.423/RF:0.513] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23% 多维综合评级: A-4 M-4 V1 Final Decision: STRONGPASS - 完美确认 Grade: A (-4) Extras: indicator 📌AImonitor-volatilitytrend趋势信号 Signal: A-4, WMvalue: -50.57, 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: -4.61, 趋势强度: 70.6% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V1 (DDDD) OB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] Resonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.459 weak(caution) [XGB:0.423/RF:0.513] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23% 多维综合评级: A-4 M-4 V1 Final Decision: STRONGPASS - 完美确认 SL: $72.19 TP: $66.91 Qty: 140 Raw Webhook Payload { "ticker": "HOOD", "action": "sell", "price": 70.43, "referencePrice": 70.43, "timeframe": "15", "extras": { "indicator": "📌AImonitor-volatilitytrend趋势信号\nSignal: A-4, WMvalue: -50.57, 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: -4.61, 趋势强度: 70.6%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.459 weak(caution) [XGB:0.423/RF:0.513]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23%\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认" }, "quantity": "140", "takeProfit": { "limitPrice": 66.91 }, "stopLoss": { "stopPrice": 72.19 }, "filter_result": { "decision": "strongpass", "rating": "A-4", "final_rating": "📌AImonitor-volatilitytrend趋势信号\nSignal: A-4, WMvalue: -50.57, 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: -4.61, 趋势强度: 70.6%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V1 (DDDD)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nResonance: +0.430 中等 [TSI×htf:+0.30 \| TSI×Str:+0.60 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.459 weak(caution) [XGB:0.423/RF:0.513]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:2.8% 建议TP:-2.23%\n多维综合评级: A-4 M-4 V1\nFinal Decision: STRONGPASS - 完美确认", "reason": "ABC:A-4(-0.400) \| HTF:strongpass \| 6D:高质量信号：当前A级强势+HTFB-4支持+HTF规则strongpass \| L4:完美确认：6维度strongpass + V评级V1 \| L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB \| L6:[MRC极强] APEX_BEAR+A-4级+HTF通过，强势做空", "scores": {}, "htf_mismatch": false }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:05:53.833122" }
ORCL P_ORCL_2026-03-24_1	SHORT	16	📌Momo Strong	B (-4)	$149.60 03/24 10:01	SL $152.60 TP $144.76	$148.74 03/24 10:42	+$13.76 0.57%	Trailing Stop	40m
ORCL Signal Details (Order: 42658916796350464) Ticker: ORCL Action: sell TF: 15 Price: $149.75 Indicator: 📌Momo Strong Entry Signal: B-4, WMvalue: -36.92, 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: B-4,strongpass, WMvalue: 3.91, 趋势强度: 52.9% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V4 (DUDD) ⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方4.1%｜支撑:4H无支撑OB,距1H支撑3.57% Deviation: 125.9% → 仓位x0.3 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.150 弱 [TSI×htf:+0.00 \| TSI×Str:+0.60 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.464 weak(caution) [XGB:0.423/RF:0.525] 预测模型: 📈 强确认方向一致率:60% (高置信, 10案例) 预期波动:2.6% 建议TP:-2.11% \| K线:看跌:Engulfing 多维综合评级: B-4 M-4 V4 Final Decision: STRONGPASS - 6维度pass但V评级V4偏弱，通过+警告 HTF⚠️方向不一致 Grade: B (-4) Extras: indicator 📌Momo Strong Entry Signal: B-4, WMvalue: -36.92, 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: B-4,strongpass, WMvalue: 3.91, 趋势强度: 52.9% HTF动能一致性: 强一致 (4/4) HTF Momo State: 共振空头 (-2+-2) \| 60 Market Structure: V4 (DUDD) ⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方4.1%｜支撑:4H无支撑OB,距1H支撑3.57% Deviation: 125.9% → 仓位x0.3 MarketRegime: APEX_BEAR Squeeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.150 弱 [TSI×htf:+0.00 \| TSI×Str:+0.60 \| MA×htf:+0.00 \| Time:+0.00] ML: 0.464 weak(caution) [XGB:0.423/RF:0.525] 预测模型: 📈 强确认方向一致率:60% (高置信, 10案例) 预期波动:2.6% 建议TP:-2.11% \| K线:看跌:Engulfing 多维综合评级: B-4 M-4 V4 Final Decision: STRONGPASS - 6维度pass但V评级V4偏弱，通过+警告 HTF⚠️方向不一致 timeframe 15 SL: $152.60 TP: $144.76 Qty: 16 Raw Webhook Payload { "action": "sell", "extras": { "indicator": "📌Momo Strong Entry\nSignal: B-4, WMvalue: -36.92, 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: B-4,strongpass, WMvalue: 3.91, 趋势强度: 52.9%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V4 (DUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方4.1%｜支撑:4H无支撑OB,距1H支撑3.57%\nDeviation: 125.9% → 仓位x0.3\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.150 弱 [TSI×htf:+0.00 \| TSI×Str:+0.60 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.464 weak(caution) [XGB:0.423/RF:0.525]\n预测模型: 📈 强确认方向一致率:60% (高置信, 10案例) 预期波动:2.6% 建议TP:-2.11% \| K线:看跌:Engulfing\n多维综合评级: B-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度pass但V评级V4偏弱，通过+警告\nHTF⚠️方向不一致", "timeframe": "15" }, "ticker": "ORCL", "quantity": "16", "stopLoss": { "stopPrice": 152.6 }, "takeProfit": { "limitPrice": 144.76 }, "referencePrice": 149.75, "filter_result": { "decision": "strongpass", "rating": "B-4", "final_rating": "📌Momo Strong Entry\nSignal: B-4, WMvalue: -36.92, 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: B-4,strongpass, WMvalue: 3.91, 趋势强度: 52.9%\nHTF动能一致性: 强一致 (4/4)\nHTF Momo State: 共振空头 (-2+-2) \| 60\nMarket Structure: V4 (DUDD)\n⚪ OB: pass(0) - OB中性｜压力:4H无压力OB,1H压力下方4.1%｜支撑:4H无支撑OB,距1H支撑3.57%\nDeviation: 125.9% → 仓位x0.3\nMarketRegime: APEX_BEAR\nSqueeze: ✅趋势共振 pass, HTF[非挤压,有pass]+Cur[非挤压,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.150 弱 [TSI×htf:+0.00 \| TSI×Str:+0.60 \| MA×htf:+0.00 \| Time:+0.00]\nML: 0.464 weak(caution) [XGB:0.423/RF:0.525]\n预测模型: 📈 强确认方向一致率:60% (高置信, 10案例) 预期波动:2.6% 建议TP:-2.11% \| K线:看跌:Engulfing\n多维综合评级: B-4 M-4 V4\nFinal Decision: STRONGPASS - 6维度pass但V评级V4偏弱，通过+警告\nHTF⚠️方向不一致", "reason": "阶段1: B-4级 (总分-0.55, WMvalue: -36.92) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 当前B级但动能Momo强+HTFB-4支持+HTF规则strongpass \| 阶段4(V评级): 6维度pass但V评级V4偏弱，通过+警告 \| 阶段5(OB): OB中性｜压力:4H无压力OB,1H压力下方4.1%｜支撑:4H无支撑OB,距1H支撑3.57% \| ⚠️乖离率超限126%→仓位x0.3 \| 阶段6(MRC): [MRC极强] APEX_BEAR+B-4级+HTF通过，强势做空", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": -2, "momo_longswing_state": -2, "momo_composite_score": -4 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": -1.0, "structural_normalized": -0.5, "structural_weighted": -0.05, "total_score": -0.55, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": true, "threshold": -38.5, "details": "TSI=-36.92 > -38.5 (避免超卖)" }, "tsi_value": -36.92184790896794 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T14:01:45.459527" }
WDC P_WDC_2026-03-24_1	SHORT	16	📌X SniperSell	B (-1)	$287.00 03/24 09:47	SL $292.58 TP $285.26	$282.74 03/24 09:53	+$68.10 1.48%	Trailing Stop	6m
WDC Signal Details (Order: 42658751754030080) Ticker: WDC Action: sell TF: 5m Price: $288.05 Indicator: 📌X SniperSell Mundy Signal: B-1, WMvalue: -16.61, 趋势强度: 76.5% 动能一致性: 强一致 (4/4) Momo State: 震荡偏空 (1+-2) HTF: B+0,strongpass, WMvalue: -10.51, 趋势强度: 52.9% HTF动能一致性: 一致 (3/4) HTF Momo State: 中性/冲突 (-2+2) \| 60 Market Structure: VOID (UUDU) 🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43% Deviation: 56.6% → 仓位x0.6 MarketRegime: APEX_BEAR Squeeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.574 强共振 [TSI×htf:+0.61 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80] ML: 0.475 weak(caution) [XGB:0.496/RF:0.443] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:1.9% 建议TP:-1.49% \| K线:看跌:Hikkake 图表:Ascending Triangle 多维综合评级: B-1 M-1 VOID Final Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43% \| 乖离率: 56.6%(x1.4)→仓位x0.6 HTF⚠️方向不一致 Grade: B (-1) Indicator Data: ETFQTY 1000 obData Timeframe: ; Bullish OB: 288.05 - 288.05; Bearish OB: 288.05 - 288.05 symbol WDC MAtrend 0 pmaText PMA Bearish POCtrend -1 adxValue 22.6012562295 CVDsignal cvdBelowMA SQZsignal no squeeze MOMOsignal bullishmomo choppiness 34.4761751183 RSIHAsignal BearishHA poc_summary Daily POC: 291.00; Prev DailyPOC: 294.00; Weekly POC: 294.00; Prev Weekly POC: 312.00; Monthly POC: 261.00; Prev Monthly POC: 284.00 AIbandsignal red downtrend center_trend Weak Bullish ratingstatus Bearish-Strong-TrendDriven HTFwave_signal Neutral TrendTracerHTF -1 ewotrend_state Weak Bullish lastDemandText 285.36 - 283.28 \| 5m lastSupplyText 295.86 - 294.11 \| 5m FormattedScores S:5 / L:0 rsi_state_trend Bearish wavemarket_state Long Strong Current_timeframe 5 TrendTracersignal 1 MAtrend_timeframe1 -3 MAtrend_timeframe2 -1 Middle_smooth_trend Bearish adaptive_timeframe_1 15 adaptive_timeframe_2 60 choppingrange_signal no chopping trend_change_volatility_stop 297 Extras: risk 1 indicator 📌X SniperSell Mundy Signal: B-1, WMvalue: -16.61, 趋势强度: 76.5% 动能一致性: 强一致 (4/4) Momo State: 震荡偏空 (1+-2) HTF: B+0,strongpass, WMvalue: -10.51, 趋势强度: 52.9% HTF动能一致性: 一致 (3/4) HTF Momo State: 中性/冲突 (-2+2) \| 60 Market Structure: VOID (UUDU) 🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43% Deviation: 56.6% → 仓位x0.6 MarketRegime: APEX_BEAR Squeeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass] PPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG] Resonance: +0.574 强共振 [TSI×htf:+0.61 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80] ML: 0.475 weak(caution) [XGB:0.496/RF:0.443] 预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:1.9% 建议TP:-1.49% \| K线:看跌:Hikkake 图表:Ascending Triangle 多维综合评级: B-1 M-1 VOID Final Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43% \| 乖离率: 56.6%(x1.4)→仓位x0.6 HTF⚠️方向不一致 oscrating 60 timeframe 5m trendrating 90 referencePrice 288.05 SL: $292.58 TP: $285.26 Qty: 16 Raw Webhook Payload { "data": { "ETFQTY": "1000", "obData": "Timeframe: ; Bullish OB: 288.05 - 288.05; Bearish OB: 288.05 - 288.05", "symbol": "WDC", "MAtrend": "0", "pmaText": "PMA Bearish", "POCtrend": "-1", "adxValue": "22.6012562295", "CVDsignal": "cvdBelowMA", "SQZsignal": "no squeeze", "MOMOsignal": "bullishmomo", "choppiness": "34.4761751183", "RSIHAsignal": "BearishHA", "poc_summary": "Daily POC: 291.00; Prev DailyPOC: 294.00; Weekly POC: 294.00; Prev Weekly POC: 312.00; Monthly POC: 261.00; Prev Monthly POC: 284.00", "AIbandsignal": "red downtrend", "center_trend": "Weak Bullish", "ratingstatus": "Bearish-Strong-TrendDriven", "HTFwave_signal": "Neutral", "TrendTracerHTF": "-1", "ewotrend_state": "Weak Bullish", "lastDemandText": "285.36 - 283.28 \| 5m", "lastSupplyText": "295.86 - 294.11 \| 5m", "FormattedScores": "S:5 / L:0", "rsi_state_trend": "Bearish", "wavemarket_state": "Long Strong", "Current_timeframe": "5", "TrendTracersignal": "1", "MAtrend_timeframe1": "-3", "MAtrend_timeframe2": "-1", "Middle_smooth_trend": "Bearish", "adaptive_timeframe_1": "15", "adaptive_timeframe_2": "60", "choppingrange_signal": "no chopping", "trend_change_volatility_stop": "297" }, "action": "sell", "extras": { "risk": 1, "indicator": "📌X SniperSell Mundy\nSignal: B-1, WMvalue: -16.61, 趋势强度: 76.5%\n动能一致性: 强一致 (4/4)\nMomo State: 震荡偏空 (1+-2)\nHTF: B+0,strongpass, WMvalue: -10.51, 趋势强度: 52.9%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 中性/冲突 (-2+2) \| 60\nMarket Structure: VOID (UUDU)\n🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43%\nDeviation: 56.6% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.574 强共振 [TSI×htf:+0.61 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80]\nML: 0.475 weak(caution) [XGB:0.496/RF:0.443]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:1.9% 建议TP:-1.49% \| K线:看跌:Hikkake 图表:Ascending Triangle\n多维综合评级: B-1 M-1 VOID\nFinal Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43% \| 乖离率: 56.6%(x1.4)→仓位x0.6\nHTF⚠️方向不一致", "oscrating": 60, "timeframe": "5m", "trendrating": 90, "referencePrice": 288.05 }, "ticker": "WDC", "quantity": "16", "stopLoss": { "stopPrice": 292.58 }, "takeProfit": { "limitPrice": 285.26 }, "filter_result": { "decision": "pass", "rating": "B-1", "final_rating": "📌X SniperSell Mundy\nSignal: B-1, WMvalue: -16.61, 趋势强度: 76.5%\n动能一致性: 强一致 (4/4)\nMomo State: 震荡偏空 (1+-2)\nHTF: B+0,strongpass, WMvalue: -10.51, 趋势强度: 52.9%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 中性/冲突 (-2+2) \| 60\nMarket Structure: VOID (UUDU)\n🔴 OB: reject(-2) - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43%\nDeviation: 56.6% → 仓位x0.6\nMarketRegime: APEX_BEAR\nSqueeze: ✅双重爆点 pass, HTF[挤压中,有pass]+Cur[挤压中,有pass]\nPPO: -2(强杀跌(双周期发散))/-2(强杀跌(双周期发散)) → PASS x1.2 [PPO-DUAL-STRONG]\nResonance: +0.574 强共振 [TSI×htf:+0.61 \| TSI×Str:+0.60 \| MA×htf:+0.30 \| Time:+0.80]\nML: 0.475 weak(caution) [XGB:0.496/RF:0.443]\n预测模型: ✅ 支持方向一致率:60% (高置信, 10案例) 预期波动:1.9% 建议TP:-1.49% \| K线:看跌:Hikkake 图表:Ascending Triangle\n多维综合评级: B-1 M-1 VOID\nFinal Decision: PASS - 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43% \| 乖离率: 56.6%(x1.4)→仓位x0.6\nHTF⚠️方向不一致", "reason": "阶段1: B-1级 (总分-0.4, WMvalue: -16.61) \| 阶段2: HTF规则strongpass \| 阶段3(6维度): 当前B级中性Momo但HTF规则strongpass补偿 \| 阶段4(V评级): VOID豁免通过：HTF规则strongpass \| 阶段5(OB): 做空信号在1H Bullish OB区域内/附近，支撑拒绝｜压力:4H无压力OB,1H压力下方10.94%｜支撑:4H无支撑OB,1H支撑上方0.43% \| 乖离率: 56.6%(x1.4)→仓位x0.6 \| 阶段6(MRC): [MRC极强] APEX_BEAR+B-1级+HTF通过，强势做空", "scores": { "main_trend_raw": 0, "main_trend_normalized": 0.0, "main_trend_weighted": 0.0, "wave_raw": -5.0, "wave_components": { "wavematrixtrend": -2, "momentum_state": -2, "tsimastatus": -1, "tsiha": -1, "rsiha": -1, "calculated": -7.4, "limited": -5.0 }, "momo_indicators": { "momo_swing_state": 1, "momo_longswing_state": -2, "momo_composite_score": -1 }, "wave_normalized": -1.0, "wave_weighted": -0.5, "structural_raw": 2.0, "structural_normalized": 1.0, "structural_weighted": 0.1, "total_score": -0.4, "momentum_check": { "passed": true, "aligned_count": 4, "details": "4/4个指标看跌: TSIHA, TSIMASTATUS, RSIHA, Wavematrixtrend", "wavematrix_status": "强一致", "wavematrix_value": -2 }, "tsi_check": { "passed": true, "threshold": -38.5, "details": "TSI=-16.61 > -38.5 (避免超卖)" }, "tsi_value": -16.60780908863867 }, "htf_mismatch": true }, "signal_type": "filtered", "forwarded_at": "2026-03-24T13:40:38.221176" }
ALAB P_ALAB_2026-03-24_3	SHORT	33	🤖 BT-ML	-	$121.63 03/24 09:40	SL $124.01 TP $114.51	$119.99 03/24 09:46	+$54.12 1.35%	Trailing Stop	6m
ALAB Signal Details (Order: 42658747545700352) Ticker: ALAB Action: sell TF: 5 Price: $121.30 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.73 (阈值: 0.56) ✅ PASS [放行] XGB: 0.61 \| LGBM: 0.85 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 Structure 97维模型 ① 评分: 0.541 (阈值:0.45) ✅ ② 投票: 支持(0.541≥0.45) \| RF:0.406 \| LGBM:0.631 多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| Struct:支持(0.541≥0.45) \| 质量=40%（仅调仓用） → 总分+5 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.73 (阈值: 0.56) ✅ PASS [放行] XGB: 0.61 \| LGBM: 0.85 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 Structure 97维模型 ① 评分: 0.541 (阈值:0.45) ✅ ② 投票: 支持(0.541≥0.45) \| RF:0.406 \| LGBM:0.631 多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| Struct:支持(0.541≥0.45) \| 质量=40%（仅调仓用） → 总分+5 SL: $124.01 TP: $114.51 Qty: 33 Raw Webhook Payload { "ticker": "ALAB", "action": "sell", "quantity": 33, "referencePrice": 121.3, "takeProfit": { "limitPrice": 114.51 }, "stopLoss": { "stopPrice": 124.01 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.73 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.61 \| LGBM: 0.85\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) \| AUC:0.767\nStructure 97维模型\n① 评分: 0.541 (阈值:0.45) ✅\n② 投票: 支持(0.541≥0.45) \| RF:0.406 \| LGBM:0.631\n多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| Struct:支持(0.541≥0.45) \| 质量=40%（仅调仓用）\n→ 总分+5" } }
CONL P_CONL_2026-03-24_2	LONG	805	🤖 BT-ML	-	$9.57 03/24 09:35	SL $9.22 TP $10.63	$9.39 03/24 09:39	$-146.51 -1.90%	Trailing Stop	3m
CONL Signal Details (Order: 42658708200901632) Ticker: CONL Action: buy TF: 5 Price: $9.62 Indicator: 🤖 BT-ML Optimized LONG XGB/LGBM 模型 Score: 0.66 (阈值: 0.56) ✅ PASS [放行] XGB: 0.42 \| LGBM: 0.91 KNN 模型 ① KNN概率: 1.00 (看多5/5) ② 相似度: 低 (距离:3.053) ③ 平均收益: 正+0.62% / 负-0.94% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -51.2% ③ 预期波动: 34.4% CNN 模型质量: ✅ 高质量 (胜率概率:93.3%, 置信:高) 仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.338 (阈值:0.64) ❌ ② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581 多模型decision: XGB/LGBM:支持(0.66) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用） → 总分-1 Extras: timeframe 5 indicator 🤖 BT-ML Optimized LONG XGB/LGBM 模型 Score: 0.66 (阈值: 0.56) ✅ PASS [放行] XGB: 0.42 \| LGBM: 0.91 KNN 模型 ① KNN概率: 1.00 (看多5/5) ② 相似度: 低 (距离:3.053) ③ 平均收益: 正+0.62% / 负-0.94% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -51.2% ③ 预期波动: 34.4% CNN 模型质量: ✅ 高质量 (胜率概率:93.3%, 置信:高) 仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.338 (阈值:0.64) ❌ ② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581 多模型decision: XGB/LGBM:支持(0.66) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用） → 总分-1 SL: $9.22 TP: $10.63 Qty: 805 Raw Webhook Payload { "ticker": "CONL", "action": "buy", "quantity": 805, "referencePrice": 9.62, "takeProfit": { "limitPrice": 10.63 }, "stopLoss": { "stopPrice": 9.22 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized LONG\nXGB/LGBM 模型\nScore: 0.66 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.42 \| LGBM: 0.91\nKNN 模型\n① KNN概率: 1.00 (看多5/5)\n② 相似度: 低 (距离:3.053)\n③ 平均收益: 正+0.62% / 负-0.94%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -51.2%\n③ 预期波动: 34.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:93.3%, 置信:高)\n仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%)\nPattern 模型\n① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.338 (阈值:0.64) ❌\n② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581\n多模型decision: XGB/LGBM:支持(0.66) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用）\n→ 总分-1" } }
SOXL P_SOXL_2026-03-24_3	SHORT	164	🤖 BT-ML	-	$52.40 03/24 08:10	SL $53.13 TP $50.58	$51.31 03/24 09:11	+$178.76 2.08%	Trailing Stop	1h 0m
SOXL Signal Details (Order: 42658038925115392) Ticker: SOXL Action: sell TF: 5 Price: $52.40 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.63 \| LGBM: 0.51 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 40% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.742 (阈值:0.45) ✅ ② 投票: 支持(0.742≥0.45) \| RF:0.509 \| LGBM:0.896 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:弃权(neutral) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.742≥0.45) \| 质量=64%（仅调仓用） → 总分+2 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.63 \| LGBM: 0.51 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 40% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.742 (阈值:0.45) ✅ ② 投票: 支持(0.742≥0.45) \| RF:0.509 \| LGBM:0.896 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:弃权(neutral) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.742≥0.45) \| 质量=64%（仅调仓用） → 总分+2 SL: $53.13 TP: $50.58 Qty: 164 Raw Webhook Payload { "ticker": "SOXL", "action": "sell", "quantity": 164, "referencePrice": 52.4, "takeProfit": { "limitPrice": 50.58 }, "stopLoss": { "stopPrice": 53.13 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济]\nXGB: 0.63 \| LGBM: 0.51\nKNN 模型\n① KNN概率: 0.62 (看多3/5)\n② 相似度: 低 (距离:4.531)\n③ 平均收益: 正-0.49% / 负+0.62%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -17.3%\n③ 预期波动: 22.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:64.2%, 置信:中)\nPattern 模型\n① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 40%\n② 相似案例数: 10\nWMU 29维模型 🟡灰色地带救济\n① 评分: 0.597 (阈值:0.38) ✅\n② 投票: 支持(0.597≥0.38) \| AUC:0.600\nStructure 97维模型\n① 评分: 0.742 (阈值:0.45) ✅\n② 投票: 支持(0.742≥0.45) \| RF:0.509 \| LGBM:0.896\n多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:弃权(neutral) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.742≥0.45) \| 质量=64%（仅调仓用）\n→ 总分+2" } }
SOXL P_SOXL_2026-03-24_2	SHORT	147	🤖 BT-ML	-	$53.04 03/24 08:00	SL $53.16 TP $51.48	$51.27 03/24 08:01	+$260.12 3.34%	Take Profit	0m
SOXL Signal Details (Order: 42657959964196864) Ticker: SOXL Action: sell TF: 5 Price: $52.68 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.63 \| LGBM: 0.51 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 40% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.739 (阈值:0.45) ✅ ② 投票: 支持(0.739≥0.45) \| RF:0.511 \| LGBM:0.891 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:弃权(neutral) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.739≥0.45) \| 质量=64%（仅调仓用） → 总分+2 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.63 \| LGBM: 0.51 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 40% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.739 (阈值:0.45) ✅ ② 投票: 支持(0.739≥0.45) \| RF:0.511 \| LGBM:0.891 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:弃权(neutral) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.739≥0.45) \| 质量=64%（仅调仓用） → 总分+2 SL: $53.16 TP: $51.48 Qty: 147 Raw Webhook Payload { "ticker": "SOXL", "action": "sell", "quantity": 147, "referencePrice": 52.68, "takeProfit": { "limitPrice": 51.48 }, "stopLoss": { "stopPrice": 53.16 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济]\nXGB: 0.63 \| LGBM: 0.51\nKNN 模型\n① KNN概率: 0.62 (看多3/5)\n② 相似度: 低 (距离:4.531)\n③ 平均收益: 正-0.49% / 负+0.62%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -17.3%\n③ 预期波动: 22.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:64.2%, 置信:中)\nPattern 模型\n① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 40%\n② 相似案例数: 10\nWMU 29维模型 🟡灰色地带救济\n① 评分: 0.597 (阈值:0.38) ✅\n② 投票: 支持(0.597≥0.38) \| AUC:0.600\nStructure 97维模型\n① 评分: 0.739 (阈值:0.45) ✅\n② 投票: 支持(0.739≥0.45) \| RF:0.511 \| LGBM:0.891\n多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:弃权(neutral) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.739≥0.45) \| 质量=64%（仅调仓用）\n→ 总分+2" } }
ALAB 加仓 P_ALAB_2026-03-24_2	SHORT	14	🤖 BT-ML	-	$123.00 03/24 07:56	SL $124.35 TP $119.70	$121.80 Avg 03/24 08:02	+$16.80 Pro 0.98% +$83.98 (1.0%)	Trailing Stop	6m
ALAB Signal Details (Order: 42657929292040192) Ticker: ALAB Action: sell TF: 5 Price: $122.80 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.73 (阈值: 0.56) ✅ PASS [放行] XGB: 0.61 \| LGBM: 0.86 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.73 (阈值: 0.56) ✅ PASS [放行] XGB: 0.61 \| LGBM: 0.86 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 SL: $124.35 TP: $119.70 Qty: 14 Raw Webhook Payload { "ticker": "ALAB", "action": "sell", "quantity": 14, "referencePrice": 122.8, "takeProfit": { "limitPrice": 119.7 }, "stopLoss": { "stopPrice": 124.35 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.73 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.61 \| LGBM: 0.86\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) \| AUC:0.767\n多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用）\n→ 总分+4" } }
ALAB P_ALAB_2026-03-24_2	SHORT	56	🤖 BT-ML	-	$123.00 03/24 07:56	SL $124.38 TP $118.85	$121.80 Avg 03/24 08:02	+$67.18 Pro 0.98% +$83.98 (1.0%)	Trailing Stop	6m
ALAB Signal Details (Order: 42657928372043776) Ticker: ALAB Action: sell TF: 5 Price: $122.80 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.73 (阈值: 0.56) ✅ PASS [放行] XGB: 0.61 \| LGBM: 0.86 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.73 (阈值: 0.56) ✅ PASS [放行] XGB: 0.61 \| LGBM: 0.86 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 SL: $124.38 TP: $118.85 Qty: 56 Raw Webhook Payload { "ticker": "ALAB", "action": "sell", "quantity": 56, "referencePrice": 122.8, "takeProfit": { "limitPrice": 118.85 }, "stopLoss": { "stopPrice": 124.38 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.73 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.61 \| LGBM: 0.86\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) \| AUC:0.767\n多模型decision: XGB/LGBM:支持(0.73) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用）\n→ 总分+4" } }
CONL 加仓 P_CONL_2026-03-24_1	LONG	128	🤖 BT-ML	-	$9.60 03/24 05:45	SL $9.49 TP $9.91	$9.59 Avg 03/24 06:02	$-1.15 Pro -0.09% $-9.50 (-0.1%)	Trailing Stop	17m
CONL Signal Details (Order: 42656899126019072) Ticker: CONL Action: buy TF: 5 Price: $9.61 Indicator: 🤖 BT-ML Optimized LONG XGB/LGBM 模型 Score: 0.70 (阈值: 0.56) ✅ PASS [放行] XGB: 0.44 \| LGBM: 0.96 KNN 模型 ① KNN概率: 1.00 (看多5/5) ② 相似度: 低 (距离:3.053) ③ 平均收益: 正+0.62% / 负-0.94% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -51.2% ③ 预期波动: 34.4% CNN 模型质量: ✅ 高质量 (胜率概率:93.3%, 置信:高) 仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.338 (阈值:0.64) ❌ ② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581 多模型decision: XGB/LGBM:支持(0.70) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用） → 总分-1 Extras: timeframe 5 indicator 🤖 BT-ML Optimized LONG XGB/LGBM 模型 Score: 0.70 (阈值: 0.56) ✅ PASS [放行] XGB: 0.44 \| LGBM: 0.96 KNN 模型 ① KNN概率: 1.00 (看多5/5) ② 相似度: 低 (距离:3.053) ③ 平均收益: 正+0.62% / 负-0.94% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -51.2% ③ 预期波动: 34.4% CNN 模型质量: ✅ 高质量 (胜率概率:93.3%, 置信:高) 仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.338 (阈值:0.64) ❌ ② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581 多模型decision: XGB/LGBM:支持(0.70) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用） → 总分-1 SL: $9.49 TP: $9.91 Qty: 128 Raw Webhook Payload { "ticker": "CONL", "action": "buy", "quantity": 128, "referencePrice": 9.61, "takeProfit": { "limitPrice": 9.91 }, "stopLoss": { "stopPrice": 9.49 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized LONG\nXGB/LGBM 模型\nScore: 0.70 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.44 \| LGBM: 0.96\nKNN 模型\n① KNN概率: 1.00 (看多5/5)\n② 相似度: 低 (距离:3.053)\n③ 平均收益: 正+0.62% / 负-0.94%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -51.2%\n③ 预期波动: 34.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:93.3%, 置信:高)\n仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%)\nPattern 模型\n① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.338 (阈值:0.64) ❌\n② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581\n多模型decision: XGB/LGBM:支持(0.70) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用）\n→ 总分-1" } }
CONL 加仓 P_CONL_2026-03-24_1	LONG	822	🤖 BT-ML	-	$9.60 03/24 05:45	SL $9.47 TP $9.96	$9.59 Avg 03/24 06:02	$-7.35 Pro -0.09% $-9.50 (-0.1%)	Trailing Stop	17m
CONL Signal Details (Order: 42656899039774720) Ticker: CONL Action: buy TF: 5 Price: $9.61 Indicator: 🤖 BT-ML Optimized LONG XGB/LGBM 模型 Score: 0.70 (阈值: 0.56) ✅ PASS [放行] XGB: 0.44 \| LGBM: 0.96 KNN 模型 ① KNN概率: 1.00 (看多5/5) ② 相似度: 低 (距离:3.053) ③ 平均收益: 正+0.62% / 负-0.94% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -51.2% ③ 预期波动: 34.4% CNN 模型质量: ✅ 高质量 (胜率概率:93.3%, 置信:高) 仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.338 (阈值:0.64) ❌ ② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581 多模型decision: XGB/LGBM:支持(0.70) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用） → 总分-1 Extras: timeframe 5 indicator 🤖 BT-ML Optimized LONG XGB/LGBM 模型 Score: 0.70 (阈值: 0.56) ✅ PASS [放行] XGB: 0.44 \| LGBM: 0.96 KNN 模型 ① KNN概率: 1.00 (看多5/5) ② 相似度: 低 (距离:3.053) ③ 平均收益: 正+0.62% / 负-0.94% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -51.2% ③ 预期波动: 34.4% CNN 模型质量: ✅ 高质量 (胜率概率:93.3%, 置信:高) 仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%) Pattern 模型 ① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.338 (阈值:0.64) ❌ ② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581 多模型decision: XGB/LGBM:支持(0.70) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用） → 总分-1 SL: $9.47 TP: $9.96 Qty: 822 Raw Webhook Payload { "ticker": "CONL", "action": "buy", "quantity": 822, "referencePrice": 9.61, "takeProfit": { "limitPrice": 9.96 }, "stopLoss": { "stopPrice": 9.47 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized LONG\nXGB/LGBM 模型\nScore: 0.70 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.44 \| LGBM: 0.96\nKNN 模型\n① KNN概率: 1.00 (看多5/5)\n② 相似度: 低 (距离:3.053)\n③ 平均收益: 正+0.62% / 负-0.94%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -51.2%\n③ 预期波动: 34.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:93.3%, 置信:高)\n仓位调整: CNN高置信(87%)+方向一致 → +20%仓位(62%)\nPattern 模型\n① 建议: ⚖️ neutral \| 置信: 高 \| 一致率: 50%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.338 (阈值:0.64) ❌\n② 投票: 反对(0.338<0.64-0.05) \| AUC:0.581\n多模型decision: XGB/LGBM:支持(0.70) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:反对(0.00) \| Pattern:弃权(neutral) \| WMU:反对(0.338<0.64-0.05) \| 质量=93%（仅调仓用）\n→ 总分-1" } }
CONL P_CONL_2026-03-24_1	LONG	112	📌AImonitor-Bias平滑趋势信号 Signal:	B (1)	$9.59 03/24 05:40	SL $9.16 TP $10.07	$9.59 Avg 03/24 06:02	$-1.00 Pro -0.09% $-9.50 (-0.1%)	Trailing Stop	22m
CONL Signal Details (Order: 42656862530587648) Ticker: CONL Action: buy Price: $9.60 Indicator: 📌AImonitor-Bias平滑趋势信号 Signal: B+1, WMvalue: -0.85, 趋势强度: 47.1% 动能一致性: 强一致 (4/4) Momo State: 震荡偏多 (-1+2) HTF: B+4,strongpass, WMvalue: 1.7, 趋势强度: 41.2% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振多头 (2+2) \| 15 Market Structure: VOID (DUDU) OB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB MarketRegime: NESTED_BULL Squeeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass] Resonance: +0.160 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.499 weak(caution) [XGB:0.599/RF:0.348] 预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:+2.8% 建议TP:+2.22% \| K线:图表:Descending Channel 多维综合评级: B+1 M+1 VOID Final Decision: STRONGPASS - VOID豁免通过 Grade: B (1) Extras: indicator 📌AImonitor-Bias平滑趋势信号 Signal: B+1, WMvalue: -0.85, 趋势强度: 47.1% 动能一致性: 强一致 (4/4) Momo State: 震荡偏多 (-1+2) HTF: B+4,strongpass, WMvalue: 1.7, 趋势强度: 41.2% HTF动能一致性: 一致 (3/4) HTF Momo State: 共振多头 (2+2) \| 15 Market Structure: VOID (DUDU) OB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB MarketRegime: NESTED_BULL Squeeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass] Resonance: +0.160 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:+0.50 \| Time:+0.40] ML: 0.499 weak(caution) [XGB:0.599/RF:0.348] 预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:+2.8% 建议TP:+2.22% \| K线:图表:Descending Channel 多维综合评级: B+1 M+1 VOID Final Decision: STRONGPASS - VOID豁免通过 SL: $9.16 TP: $10.07 Qty: 112 Raw Webhook Payload { "ticker": "CONL", "action": "buy", "price": 9.595, "referencePrice": 9.6, "timeframe": "5", "extras": { "indicator": "📌AImonitor-Bias平滑趋势信号\nSignal: B+1, WMvalue: -0.85, 趋势强度: 47.1%\n动能一致性: 强一致 (4/4)\nMomo State: 震荡偏多 (-1+2)\nHTF: B+4,strongpass, WMvalue: 1.7, 趋势强度: 41.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) \| 15\nMarket Structure: VOID (DUDU)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: NESTED_BULL\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nResonance: +0.160 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.499 weak(caution) [XGB:0.599/RF:0.348]\n预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:+2.8% 建议TP:+2.22% \| K线:图表:Descending Channel\n多维综合评级: B+1 M+1 VOID\nFinal Decision: STRONGPASS - VOID豁免通过" }, "quantity": "112", "takeProfit": { "limitPrice": 10.07 }, "stopLoss": { "stopPrice": 9.16 }, "filter_result": { "decision": "strongpass", "rating": "B+1", "final_rating": "📌AImonitor-Bias平滑趋势信号\nSignal: B+1, WMvalue: -0.85, 趋势强度: 47.1%\n动能一致性: 强一致 (4/4)\nMomo State: 震荡偏多 (-1+2)\nHTF: B+4,strongpass, WMvalue: 1.7, 趋势强度: 41.2%\nHTF动能一致性: 一致 (3/4)\nHTF Momo State: 共振多头 (2+2) \| 15\nMarket Structure: VOID (DUDU)\nOB: OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB\n\nMarketRegime: NESTED_BULL\nSqueeze: ⚠️点火试探 pass, HTF[挤压中,无pass]+Cur[挤压中,有pass]\nResonance: +0.160 弱 [TSI×htf:+0.00 \| TSI×Str:+0.00 \| MA×htf:+0.50 \| Time:+0.40]\nML: 0.499 weak(caution) [XGB:0.599/RF:0.348]\n预测模型: ⚖️ 中性方向一致率:50% (高置信, 10案例) 预期波动:+2.8% 建议TP:+2.22% \| K线:图表:Descending Channel\n多维综合评级: B+1 M+1 VOID\nFinal Decision: STRONGPASS - VOID豁免通过", "reason": "ABC:B+1(0.550) \| HTF:strongpass \| 6D:当前B级中性Momo但HTF规则strongpass补偿 \| L4:VOID豁免通过：HTF规则strongpass \| L5:OB中性｜压力:4H无压力OB,1H无压力OB｜支撑:4H无支撑OB,1H无支撑OB \| L6:[MRC强] NESTED_BULL+B+1级+HTF通过，强势做多", "scores": {}, "htf_mismatch": false }, "signal_type": "filtered", "forwarded_at": "2026-03-24T09:40:32.715493" }
ALAB 加仓 P_ALAB_2026-03-24_1	SHORT	57	🤖 BT-ML	-	$123.89 03/24 04:41	SL $123.97 TP $120.58	$123.89 Avg 03/24 04:41	+$0.00 Pro +$0.00 (0.0%)	Trailing Stop	0m
ALAB Signal Details (Order: 42656394641949696) Ticker: ALAB Action: sell TF: 5 Price: $123.00 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.65 (阈值: 0.56) ✅ PASS [放行] XGB: 0.54 \| LGBM: 0.76 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.65) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.65 (阈值: 0.56) ✅ PASS [放行] XGB: 0.54 \| LGBM: 0.76 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.65) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 SL: $123.97 TP: $120.58 Qty: 57 Raw Webhook Payload { "ticker": "ALAB", "action": "sell", "quantity": 57, "referencePrice": 123.0, "takeProfit": { "limitPrice": 120.58 }, "stopLoss": { "stopPrice": 123.97 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.65 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.54 \| LGBM: 0.76\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) \| AUC:0.767\n多模型decision: XGB/LGBM:支持(0.65) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用）\n→ 总分+4" } }
ALAB P_ALAB_2026-03-24_1	SHORT	33	🤖 BT-ML	-	$123.89 03/24 04:41	SL $123.88 TP $120.81	$123.89 Avg 03/24 04:41	+$0.00 Pro +$0.00 (0.0%)	Trailing Stop	0m
ALAB Signal Details (Order: 42656394600267776) Ticker: ALAB Action: sell TF: 5 Price: $123.00 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.65 (阈值: 0.56) ✅ PASS [放行] XGB: 0.54 \| LGBM: 0.76 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.65) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.65 (阈值: 0.56) ✅ PASS [放行] XGB: 0.54 \| LGBM: 0.76 KNN 模型 ① KNN概率: 0.20 (看多1/5) ② 相似度: 低 (距离:3.050) ③ 平均收益: 正-0.40% / 负+0.59% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -57.8% ③ 预期波动: 18.9% CNN 模型质量: ❌ 低质量 (胜率概率:39.6%, 置信:中) Pattern 模型 ① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70% ② 相似案例数: 10 WMU 29维模型 ① 评分: 0.650 (阈值:0.58) ✅ ② 投票: 支持(0.650≥0.58) \| AUC:0.767 多模型decision: XGB/LGBM:支持(0.65) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用） → 总分+4 SL: $123.88 TP: $120.81 Qty: 33 Raw Webhook Payload { "ticker": "ALAB", "action": "sell", "quantity": 33, "referencePrice": 123.0, "takeProfit": { "limitPrice": 120.81 }, "stopLoss": { "stopPrice": 123.88 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.65 (阈值: 0.56) ✅ PASS [放行]\nXGB: 0.54 \| LGBM: 0.76\nKNN 模型\n① KNN概率: 0.20 (看多1/5)\n② 相似度: 低 (距离:3.050)\n③ 平均收益: 正-0.40% / 负+0.59%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -57.8%\n③ 预期波动: 18.9%\nCNN 模型\n质量: ❌ 低质量 (胜率概率:39.6%, 置信:中)\nPattern 模型\n① 建议: ✅ confirm \| 置信: 高 \| 一致率: 70%\n② 相似案例数: 10\nWMU 29维模型\n① 评分: 0.650 (阈值:0.58) ✅\n② 投票: 支持(0.650≥0.58) \| AUC:0.767\n多模型decision: XGB/LGBM:支持(0.65) \| KNN:距离过大(3.05)弃权 dist=3.05 \| TCN:支持(1.00) \| Pattern:支持(confirm,high,n=10) \| WMU:支持(0.650≥0.58) \| 质量=40%（仅调仓用）\n→ 总分+4" } }
SOXL 加仓 P_SOXL_2026-03-24_1	SHORT	65	🤖 BT-ML	-	$52.95 03/24 04:31	SL $53.80 TP $50.80	$53.20 Avg 03/24 04:36	$-4.13 Pro -0.12% $-14.61 (-0.1%)	Trailing Stop	5m
SOXL Signal Details (Order: 42656309257455616) Ticker: SOXL Action: sell TF: 5 Price: $52.94 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.65 \| LGBM: 0.50 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: 📈 strong_confirm \| 置信: 高 \| 一致率: 80% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.531 (阈值:0.45) ✅ ② 投票: 支持(0.531≥0.45) \| RF:0.483 \| LGBM:0.562 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:支持(strong_confirm,high,n=10) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.531≥0.45) \| 质量=64%（仅调仓用） → 总分+3 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.65 \| LGBM: 0.50 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: 📈 strong_confirm \| 置信: 高 \| 一致率: 80% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.531 (阈值:0.45) ✅ ② 投票: 支持(0.531≥0.45) \| RF:0.483 \| LGBM:0.562 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:支持(strong_confirm,high,n=10) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.531≥0.45) \| 质量=64%（仅调仓用） → 总分+3 SL: $53.80 TP: $50.80 Qty: 65 Raw Webhook Payload { "ticker": "SOXL", "action": "sell", "quantity": 65, "referencePrice": 52.94, "takeProfit": { "limitPrice": 50.8 }, "stopLoss": { "stopPrice": 53.8 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济]\nXGB: 0.65 \| LGBM: 0.50\nKNN 模型\n① KNN概率: 0.62 (看多3/5)\n② 相似度: 低 (距离:4.531)\n③ 平均收益: 正-0.49% / 负+0.62%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -17.3%\n③ 预期波动: 22.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:64.2%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm \| 置信: 高 \| 一致率: 80%\n② 相似案例数: 10\nWMU 29维模型 🟡灰色地带救济\n① 评分: 0.597 (阈值:0.38) ✅\n② 投票: 支持(0.597≥0.38) \| AUC:0.600\nStructure 97维模型\n① 评分: 0.531 (阈值:0.45) ✅\n② 投票: 支持(0.531≥0.45) \| RF:0.483 \| LGBM:0.562\n多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:支持(strong_confirm,high,n=10) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.531≥0.45) \| 质量=64%（仅调仓用）\n→ 总分+3" } }
SOXL P_SOXL_2026-03-24_1	SHORT	164	🤖 BT-ML	-	$53.21 03/24 04:20	SL $54.07 TP $50.88	$53.20 Avg 03/24 04:36	$-10.48 Pro -0.12% $-14.61 (-0.1%)	Trailing Stop	16m
SOXL Signal Details (Order: 42656229842242560) Ticker: SOXL Action: sell TF: 5 Price: $53.16 Indicator: 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.65 \| LGBM: 0.50 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: 📈 strong_confirm \| 置信: 高 \| 一致率: 80% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.576 (阈值:0.45) ✅ ② 投票: 支持(0.576≥0.45) \| RF:0.489 \| LGBM:0.633 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:支持(strong_confirm,high,n=10) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.576≥0.45) \| 质量=64%（仅调仓用） → 总分+3 Extras: timeframe 5 indicator 🤖 BT-ML Optimized SHORT XGB/LGBM 模型 Score: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济] XGB: 0.65 \| LGBM: 0.50 KNN 模型 ① KNN概率: 0.62 (看多3/5) ② 相似度: 低 (距离:4.531) ③ 平均收益: 正-0.49% / 负+0.62% TCN 模型 ① 方向概率: 0.00 (100%看空) ② 预期收益: -17.3% ③ 预期波动: 22.4% CNN 模型质量: ✅ 高质量 (胜率概率:64.2%, 置信:中) Pattern 模型 ① 建议: 📈 strong_confirm \| 置信: 高 \| 一致率: 80% ② 相似案例数: 10 WMU 29维模型 🟡灰色地带救济 ① 评分: 0.597 (阈值:0.38) ✅ ② 投票: 支持(0.597≥0.38) \| AUC:0.600 Structure 97维模型 ① 评分: 0.576 (阈值:0.45) ✅ ② 投票: 支持(0.576≥0.45) \| RF:0.489 \| LGBM:0.633 多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:支持(strong_confirm,high,n=10) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.576≥0.45) \| 质量=64%（仅调仓用） → 总分+3 SL: $54.07 TP: $50.88 Qty: 164 Raw Webhook Payload { "ticker": "SOXL", "action": "sell", "quantity": 164, "referencePrice": 53.16, "takeProfit": { "limitPrice": 50.88 }, "stopLoss": { "stopPrice": 54.07 }, "extras": { "timeframe": "5", "indicator": "🤖 BT-ML Optimized SHORT\nXGB/LGBM 模型\nScore: 0.57 (阈值: 0.58) ✅ PASS [放行] 🟡[灰色地带救济]\nXGB: 0.65 \| LGBM: 0.50\nKNN 模型\n① KNN概率: 0.62 (看多3/5)\n② 相似度: 低 (距离:4.531)\n③ 平均收益: 正-0.49% / 负+0.62%\nTCN 模型\n① 方向概率: 0.00 (100%看空)\n② 预期收益: -17.3%\n③ 预期波动: 22.4%\nCNN 模型\n质量: ✅ 高质量 (胜率概率:64.2%, 置信:中)\nPattern 模型\n① 建议: 📈 strong_confirm \| 置信: 高 \| 一致率: 80%\n② 相似案例数: 10\nWMU 29维模型 🟡灰色地带救济\n① 评分: 0.597 (阈值:0.38) ✅\n② 投票: 支持(0.597≥0.38) \| AUC:0.600\nStructure 97维模型\n① 评分: 0.576 (阈值:0.45) ✅\n② 投票: 支持(0.576≥0.45) \| RF:0.489 \| LGBM:0.633\n多模型decision: XGB/LGBM:未达阈值(0.57) \| KNN:距离过大(4.53)弃权 dist=4.53 \| TCN:支持(1.00) \| Pattern:支持(strong_confirm,high,n=10) \| WMU:支持(0.597≥0.38) \| Struct:支持(0.576≥0.45) \| 质量=64%（仅调仓用）\n→ 总分+3" } }