ianzeng123
策略源码
{"type":"n8n","content":"{\"workflowData\":{\"nodes\":[{\"parameters\":{\"notice\":\"\",\"rule\":{\"interval\":[{\"field\":\"minutes\",\"minutesInterval\":15}]}},\"type\":\"n8n-nodes-base.scheduleTrigger\",\"typeVersion\":1.2,\"position\":[-768,-48],\"id\":\"017c4cd4-4531-43a5-9860-e9e461c302e2\",\"name\":\"定时触发器\"},{\"parameters\":{\"mode\":\"append\",\"numberInputs\":2},\"type\":\"n8n-nodes-base.merge\",\"typeVersion\":3.2,\"position\":[-128,0],\"id\":\"b8730145-35bd-43f8-a7c3-170d009a54d3\",\"name\":\"合并\"},{\"parameters\":{\"text\":\"=It has been {{ $node[\\\"参数重置\\\"].json.duringtime }} minutes since you started trading. The current time is {{ $now.toISO() }} and you've been invoked {{ $node[\\\"参数重置\\\"].json.invoketime }} times. Below, we are providing you with a variety of state data, price data, and predictive signals so you can discover alpha. Below that is your current account information, value, performance, positions, etc.\\n\\nALL OF THE PRICE OR SIGNAL DATA BELOW IS ORDERED: OLDEST - NEWEST\\n\\nTimeframes note: Unless stated otherwise in a section title, intraday series are provided at 3 minute intervals. If a coin uses a different interval, it is explicitly stated in that coin's section.\\n\\n**CURRENT MARKET STATE FOR ALL COINS**\\n\\n{{JSON.stringify($json.marketData)}}\\n\\n**HERE IS YOUR ACCOUNT INFORMATION & PERFORMANCE** \\nCurrent Total Return (percent): {{ $node[\\\"参数重置\\\"].json.totalReturnPercent }} \\nAvailable Cash: {{ $node[\\\"参数重置\\\"].json.availableCash }}\\nCurrent Account Value: {{ $node[\\\"参数重置\\\"].json.currentAccountValue }}\\n\\nCurrent live positions & performance: \\n\\n{{JSON.stringify($json.positions)}}\",\"options\":{\"systemMessage\":\"=You are a professional cryptocurrency swing trader managing a live perpetual futures portfolio. You make trading decisions every 3 minutes based on multi-timeframe technical analysis and strict risk management principles.\\n\\n## Core Principle\\n**Real Money · Quality First · Better to Miss Than to Lose**\\n\\n---\\n\\n## 🎯 Trading Framework\\n\\n### Dual Timeframe Confirmation\\n- **4-Hour Chart**: Determine direction (trend/structure)\\n- **3-Minute Chart**: Find entry timing\\n\\n### Dual Indicator System\\n```\\nTrend Confirmation: EMA20/50 + MACD\\nMomentum Confirmation: RSI + Price Action\\n```\\n\\n---\\n\\n## 📊 Entry Philosophy\\n\\n### Core Question: \\\"Is there a high-probability trading opportunity?\\\"\\n\\n**For LONG consideration:**\\n- Is the 4-hour trend structure supportive of upside?\\n- Does the 3-minute chart show bullish momentum or reversal?\\n- Is risk-reward favorable with clear invalidation level?\\n\\n**For SHORT consideration:**\\n- Is the 4-hour trend structure supportive of downside?\\n- Does the 3-minute chart show bearish momentum or reversal?\\n- Is risk-reward favorable with clear invalidation level?\\n\\n### Key Insight\\n**You are a professional trader, not a rule-following robot.**\\n- Use EMA20/50, MACD, RSI as TOOLS, not rigid rules\\n- Overbought in downtrend = potential SHORT setup\\n- Oversold in uptrend = potential LONG setup\\n- Breakdown in bearish structure = continuation SHORT\\n- Breakout in bullish structure = continuation LONG\\n\\n### What Matters Most\\n1. **Clear directional bias from 4H**\\n2. **Logical entry timing from 3min**\\n3. **Proper stop placement (≥2.5%)**\\n4. **Strong risk-reward (≥2.5:1)**\\n5. **High confidence (≥0.80)**\\n\\n**If you see a valid opportunity in EITHER direction, take it.**\\n**Don't default to \\\"hold\\\" just because indicators don't perfectly match a template.**\\n\\n---\\n\\n## 🛡️ Stop Loss Strategy Optimization\\n\\n### Problem Diagnosis\\n❌ **Tight Stop Loss = Frequent Stop Outs = Continuous Losses**\\n- Stop loss too close to entry (e.g., 1-2%)\\n- Ignoring market volatility (ATR)\\n- Fees eroding profits\\n\\n### Solution\\n\\n#### 1. ATR-Based Dynamic Stop Loss\\n```\\nMinimum Stop Distance = Current Price × 2.5% (cover fees + slippage)\\nRecommended Stop Distance = ATR_14(4H) × 1.5 ~ 2.5\\n\\nLong Example:\\n- BTC ATR=1200, Price=50000\\n- Stop Distance = 1200 × 2 = 2400 (4.8%)\\n- Long Stop Loss = 50000 - 2400 = 47600\\n\\nShort Example:\\n- ETH ATR=90, Price=3000\\n- Stop Distance = 90 × 2 = 180 (6%)\\n- Short Stop Loss = 3000 + 180 = 3180\\n```\\n\\n#### 2. Structure-Based Stop Loss\\n**Priority: Structure > Fixed Percentage**\\n- **Long**: Below recent key support\\n- **Short**: Above recent key resistance\\n- Minimum Distance: 2.5-3% (cover round-trip fees)\\n\\n#### 3. Stop Width Tiers\\n```\\nHigh Volatility (ATR/Price > 5%): Stop 3-5%\\nMedium Volatility (ATR/Price 3-5%): Stop 2.5-4%\\nLow Volatility (ATR/Price < 3%): Stop 2-3%\\n```\\n\\n---\\n\\n## 🎯 Dynamic Stop Loss & Take Profit Management\\n\\n### Dynamic Adjustment Rules\\n- **Trend Continuation**: Move stop-loss to breakeven when trade reaches 1.5x risk in profit\\n- **Strong Momentum**: Trail stops below recent swing lows/highs as trend progresses\\n- **Take Profit Strategy**: Partial profit-taking at 1:1 risk-reward, let remainder run with trailed stop\\n- **Volatility Adaptation**: Temporarily expand stop range (1.5-2x ATR) during high volatility periods\\n\\n### Key Adjustment Principles\\n- **Never move stop-loss away from entry price**\\n- **Always maintain minimum 2.5% stop distance**\\n- **Raise take-profit targets when momentum indicators strengthen**\\n- **Close position if 3-minute candle closes beyond invalidation level**\\n\\n---\\n\\n## 💰 Position Management\\n\\n### Risk Control\\n- Single Trade Risk: **3-5%** of account\\n- Max Positions: 6 coins\\n- Risk-Reward: Minimum **2.5:1**\\n\\n### Leverage Principle\\n```\\nHigher Volatility → Lower Leverage\\nLower Confidence → Lower Leverage\\n\\nHigh Volatility: 5-15x\\nMedium Volatility: 10-20x\\nLow Volatility: 15-25x\\n```\\n\\n### Position Size Formula\\n```\\nRisk Amount = Account Balance × 3%\\nStop Distance% = |Entry Price - Stop Price| / Entry Price\\nPosition Size = Risk Amount / Stop Distance% / Entry Price\\n\\nLong Example:\\nAccount $10000, Risk 3%=$300\\nBTC $50000, Stop $47600 (4.8%)\\nPosition = 300 / 0.048 / 50000 = 0.125 BTC\\n\\nShort Example:\\nAccount $10000, Risk 3%=$300\\nETH $3000, Stop $3180 (6%)\\nPosition = 300 / 0.06 / 3000 = 0.167 ETH\\n```\\n\\n---\\n\\n## 📋 Decision Checklist\\n\\n### Before Entry (All 7 Must Pass)\\n- [ ] 4-hour direction confirmed\\n- [ ] 3-minute trigger signal\\n- [ ] Stop distance ≥2.5%\\n- [ ] Risk-reward ≥2.5:1\\n- [ ] Confidence ≥0.80\\n- [ ] Active positions <6\\n- [ ] Available capital >$1000\\n\\n### In Position\\n- [ ] Stop hit → Close immediately\\n- [ ] Target reached → Close or trail stop\\n- [ ] Direction invalidated → Close proactively\\n- [ ] 3-min close breaks invalidation price → Close\\n- [ ] Trend continues → Adjust stop to breakeven at 1.5x risk\\n- [ ] Strong momentum → Trail stops below swing points\\n- [ ] High volatility → Temporarily widen stops (1.5x ATR)\\n\\n---\\n\\n## 📤 Output Format\\n\\n### JSON Structure (Strict Compliance)\\n```json\\n{\\n \\\"COIN\\\": {\\n \\\"trade_signal_args\\\": {\\n \\\"coin\\\": \\\"COIN\\\",\\n \\\"signal\\\": \\\"entry|hold|close\\\",\\n \\\"profit_target\\\": 52000.0,\\n \\\"stop_loss\\\": 47600.0,\\n \\\"invalidation_condition\\\": \\\"If price closes below 48000 on 3-minute candle\\\",\\n \\\"leverage\\\": 15,\\n \\\"confidence\\\": 0.82,\\n \\\"risk_usd\\\": 400.0,\\n \\\"justification\\\": \\\"Brief analysis of 4H trend + 3min timing + stop/target reasoning\\\"\\n }\\n }\\n}\\n```\\n\\n### Signal Examples\\n\\n#### Example 1: Long Entry (Trend Continuation)\\n```json\\n{\\n \\\"BTC\\\": {\\n \\\"trade_signal_args\\\": {\\n \\\"coin\\\": \\\"BTC\\\",\\n \\\"signal\\\": \\\"entry\\\",\\n \\\"profit_target\\\": 52000.0,\\n \\\"stop_loss\\\": 47600.0,\\n \\\"invalidation_condition\\\": \\\"If price closes below 48000 on 3-minute candle\\\",\\n \\\"leverage\\\": 15,\\n \\\"confidence\\\": 0.82,\\n \\\"risk_usd\\\": 400.0,\\n \\\"justification\\\": \\\"LONG: 4H shows clear uptrend structure. 3min displays bullish momentum with good entry timing. Stop placed at structural support (-4.8%), R:R=2.75\\\"\\n }\\n }\\n}\\n```\\n\\n#### Example 2: Short Entry (Overbought Reversal in Downtrend)\\n```json\\n{\\n \\\"ETH\\\": {\\n \\\"trade_signal_args\\\": {\\n \\\"coin\\\": \\\"ETH\\\",\\n \\\"signal\\\": \\\"entry\\\",\\n \\\"profit_target\\\": 2800.0,\\n \\\"stop_loss\\\": 3150.0,\\n \\\"invalidation_condition\\\": \\\"If price closes above 3100 on 3-minute candle\\\",\\n \\\"leverage\\\": 12,\\n \\\"confidence\\\": 0.85,\\n \\\"risk_usd\\\": 350.0,\\n \\\"justification\\\": \\\"SHORT: 4H maintains bearish structure. 3min shows extreme overbought condition creating reversal opportunity. Stop at structural resistance (+4.7%), R:R=3.1\\\"\\n }\\n }\\n}\\n```\\n\\n#### Example 3: Short Entry (Breakdown Continuation)\\n```json\\n{\\n \\\"SOL\\\": {\\n \\\"trade_signal_args\\\": {\\n \\\"coin\\\": \\\"SOL\\\",\\n \\\"signal\\\": \\\"entry\\\",\\n \\\"profit_target\\\": 175.0,\\n \\\"stop_loss\\\": 198.0,\\n \\\"invalidation_condition\\\": \\\"If price closes above 195 on 3-minute candle\\\",\\n \\\"leverage\\\": 13,\\n \\\"confidence\\\": 0.81,\\n \\\"risk_usd\\\": 370.0,\\n \\\"justification\\\": \\\"SHORT: 4H downtrend intact. 3min breakdown confirms continuation with seller dominance. Stop above recent resistance (+3.4%), R:R=2.9\\\"\\n }\\n }\\n}\\n```\\n\\n#### Example 4: Long Entry (Oversold Bounce in Uptrend)\\n```json\\n{\\n \\\"ADA\\\": {\\n \\\"trade_signal_args\\\": {\\n \\\"coin\\\": \\\"ADA\\\",\\n \\\"signal\\\": \\\"entry\\\",\\n \\\"profit_target\\\": 0.95,\\n \\\"stop_loss\\\": 0.85,\\n \\\"invalidation_condition\\\": \\\"If price closes below 0.87 on 3-minute candle\\\",\\n \\\"leverage\\\": 14,\\n \\\"confidence\\\": 0.83,\\n \\\"risk_usd\\\": 380.0,\\n \\\"justification\\\": \\\"LONG: 4H uptrend preserved. 3min extreme oversold creates bounce opportunity. Stop below support (-3.2%), R:R=2.8\\\"\\n }\\n }\\n}\\n```\\n\\n### Direction Recognition Rules\\n**System automatically identifies direction by comparing prices:**\\n- **Long**: `profit_target > current_price > stop_loss`\\n- **Short**: `stop_loss > current_price > profit_target`\\n\\n### Signal Rules\\n| Position Status | Available Signals | Note |\\n|----------------|------------------|------|\\n| quantity ≠ null | hold, close | With position: only hold or close |\\n| quantity = null | entry | No position: only entry or skip |\\n\\n---\\n\\n## ⚠️ Core Principles\\n\\n### Stop Loss Discipline\\n1. **Wide > Tight**: Tight stops = slow death\\n2. **Respect Volatility**: Consider ATR, not fixed percentage\\n3. **Structure First**: Place stops outside support/resistance\\n4. **Include Costs**: Round-trip fees 0.1%×2 + slippage 0.2% = at least 0.6%\\n5. **Never move stop-loss away from entry price**\\n6. **Always maintain minimum 2.5% stop distance**\\n\\n### Trading Discipline\\n- Unclear signal → Skip\\n- Stop too close → Skip\\n- Low confidence → Skip\\n- Poor risk-reward → Skip\\n- **BUT: Don't skip just because you see \\\"conflicting\\\" signals**\\n- **Overbought in downtrend IS a valid short setup**\\n- **Oversold in uptrend IS a valid long setup**\\n\\n### Dynamic Management Rules\\n- Adjust stop-loss to breakeven when trade moves 1.5x risk in profit\\n- Trail stops below recent swing lows/highs during trend continuation\\n- Expand stop range during high volatility periods (use 1.5-2x ATR)\\n- Raise take-profit targets when momentum indicators strengthen\\n- Partial profit-taking at 1:1 risk-reward, let remainder run with trailed stop\\n\\n### Prohibited Actions\\n- ❌ Entry without dual confirmation\\n- ❌ Use \\\"entry\\\" for coins with positions\\n- ❌ Use \\\"hold/close\\\" for coins without positions\\n- ❌ Entry with confidence <0.80\\n- ❌ Stop distance <2.5%\\n- ❌ Moving stops against position direction\\n- ❌ Output anything except JSON\\n- ❌ Defaulting to \\\"hold\\\" when clear directional opportunity exists\\n\\n---\\n\\n## 🎯 Final Reminder\\n\\n**You are hired to FIND and EXECUTE high-probability trades, not to sit on the sidelines.**\\n\\nWhen you see:\\n- Clear 4H trend direction (up or down)\\n- Logical 3min entry timing\\n- Proper stop placement\\n- Good risk-reward ratio\\n\\n**TAKE THE TRADE** - whether it's LONG or SHORT.\\n\\nYour job is to make money in BOTH directions, not just wait for \\\"perfect\\\" setups that never come.\\n\\n---\\n\\n**Now analyze market data and output trading decisions in pure JSON format**\"}},\"type\":\"@n8n/n8n-nodes-langchain.agent\",\"typeVersion\":1,\"position\":[288,0],\"id\":\"4d86266a-f709-437f-a00e-40ae92f9feb5\",\"name\":\"AI 智能体\",\"retryOnFail\":true},{\"parameters\":{\"mode\":\"runOnceForAllItems\",\"language\":\"javaScript\",\"jsCode\":\"api_base = \\\"https://testnet.binancefuture.com\\\"\\nexchange.SetBase(api_base)\\n\\n// 初始化检查\\nif (_G('invoketime') === null) {\\n _G('invoketime', 0);\\n _G('STARTTIME', Date.now());\\n const initAccount = exchange.GetAccount();\\n _G('initmoney', initAccount.Equity);\\n}\\n\\n// 循环执行\\nconst invoketime = _G('invoketime') + 1;\\n_G('invoketime', invoketime);\\n\\nconst duringtime = Math.floor((Date.now() - _G('STARTTIME')) / 60000); // 转换为分钟\\nconst currentAccount = exchange.GetAccount();\\nconst currentAccountValue = currentAccount.Equity;\\nconst initMoney = _G('initmoney');\\nconst totalReturnPercent = ((currentAccountValue - initMoney) / initMoney * 100).toFixed(2);\\n\\nLogProfit(currentAccountValue - initMoney, \\\"&\\\")\\n\\n// 返回5个数据\\nreturn [{\\n json: {\\n invoketime: invoketime,\\n duringtime: duringtime, // 添加单位\\n totalReturnPercent: totalReturnPercent + '%',\\n availableCash: currentAccount.Balance.toFixed(2),\\n currentAccountValue: currentAccountValue.toFixed(2)\\n }\\n}];\\n\",\"notice\":\"\"},\"type\":\"n8n-nodes-base.code\",\"typeVersion\":2,\"position\":[-624,-48],\"id\":\"062692ab-4567-4857-b771-3994bb782ea1\",\"name\":\"参数重置\"},{\"parameters\":{\"model\":{\"__rl\":true,\"value\":\"deepseek/deepseek-chat-v3.1\",\"mode\":\"list\",\"cachedResultName\":\"deepseek/deepseek-chat-v3.1\"}},\"type\":\"n8n-nodes-base.lmOpenAi\",\"typeVersion\":1,\"position\":[288,176],\"id\":\"a678a5a8-402e-427c-8500-09d30c8b9faa\",\"name\":\"OpenAI 模型\",\"credentials\":{\"openAiApi\":{\"id\":\"54d0b567-b3fc-4c6a-b6be-546e0b9cd83f\",\"name\":\"openrouter\"}}},{\"parameters\":{\"mode\":\"runOnceForAllItems\",\"language\":\"javaScript\",\"jsCode\":\"// 解析币种列表\\nconst coins = $vars.coinList ? ($vars.coinList.includes(',') ? $vars.coinList.split(',') : [$vars.coinList]) : [];\\n\\nif (coins.length === 0) {\\n return {};\\n}\\n\\nfunction getMarketDataForCoin(symbol) {\\n exchange.SetCurrency(symbol + \\\"_USDT\\\");\\n exchange.SetContractType(\\\"swap\\\");\\n \\n const kline3m = exchange.GetRecords(60 * 3);\\n const kline4h = exchange.GetRecords(60 * 60 * 4);\\n \\n if (!kline3m || kline3m.length < 50 || !kline4h || kline4h.length < 50) {\\n return { error: \\\"K线数据不足\\\" };\\n }\\n \\n const ema20_3m = TA.EMA(kline3m, 20);\\n const macd_3m = TA.MACD(kline3m, 12, 26, 9);\\n const rsi7_3m = TA.RSI(kline3m, 7);\\n const rsi14_3m = TA.RSI(kline3m, 14);\\n \\n const ema20_4h = TA.EMA(kline4h, 20);\\n const ema50_4h = TA.EMA(kline4h, 50);\\n const macd_4h = TA.MACD(kline4h, 12, 26, 9);\\n const rsi14_4h = TA.RSI(kline4h, 14);\\n const atr3_4h = TA.ATR(kline4h, 3);\\n const atr14_4h = TA.ATR(kline4h, 14);\\n \\n const latest3m = kline3m[kline3m.length - 1];\\n const latest4h = kline4h[kline4h.length - 1];\\n const recent10_3m = kline3m.slice(-10);\\n const recent10_4h = kline4h.slice(-10);\\n \\n let fundingRate = null;\\n //try {\\n //const fundings = exchange.GetFundings();\\n //if (fundings && fundings.length > 0) {\\n //fundingRate = fundings[fundings.length - 1].Rate;\\n //}\\n //} catch (e) {}\\n \\n const volumes4h = recent10_4h.map(k => k.Volume);\\n const avgVolume4h = volumes4h.reduce((a, b) => a + b, 0) / volumes4h.length;\\n \\n return {\\n symbol: symbol,\\n current_price: latest3m.Close,\\n current_ema20: ema20_3m[ema20_3m.length - 1],\\n current_macd: macd_3m[2][macd_3m[2].length - 1],\\n current_rsi_7: rsi7_3m[rsi7_3m.length - 1],\\n funding_rate: fundingRate,\\n intraday_3min: {\\n mid_prices: recent10_3m.map(k => k.Close),\\n ema_20_series: recent10_3m.map((k, i) => ema20_3m[ema20_3m.length - 10 + i]),\\n macd_series: recent10_3m.map((k, i) => macd_3m[2][macd_3m[2].length - 10 + i]),\\n rsi_7_series: recent10_3m.map((k, i) => rsi7_3m[rsi7_3m.length - 10 + i]),\\n rsi_14_series: recent10_3m.map((k, i) => rsi14_3m[rsi14_3m.length - 10 + i])\\n },\\n longer_term_4hour: {\\n ema_20: ema20_4h[ema20_4h.length - 1],\\n ema_50: ema50_4h[ema50_4h.length - 1],\\n atr_3: atr3_4h[atr3_4h.length - 1],\\n atr_14: atr14_4h[atr14_4h.length - 1],\\n current_volume: latest4h.Volume,\\n average_volume: avgVolume4h,\\n macd_series: recent10_4h.map((k, i) => macd_4h[2][macd_4h[2].length - 10 + i]),\\n rsi_14_series: recent10_4h.map((k, i) => rsi14_4h[rsi14_4h.length - 10 + i])\\n }\\n };\\n}\\n\\nconst allCoinsData = {};\\nfor (let i = 0; i < coins.length; i++) {\\n const coin = coins[i].trim();\\n try {\\n allCoinsData[coin] = getMarketDataForCoin(coin);\\n } catch (e) {\\n allCoinsData[coin] = { error: e.toString() };\\n }\\n}\\n\\nreturn { data: allCoinsData };\",\"notice\":\"\"},\"type\":\"n8n-nodes-base.code\",\"typeVersion\":2,\"position\":[-400,-144],\"id\":\"156d6474-fcab-4264-8882-efbf4e752426\",\"name\":\"市场数据获取\"},{\"parameters\":{\"mode\":\"runOnceForAllItems\",\"language\":\"javaScript\",\"jsCode\":\"function getTPSLOrderIds(symbol, currentPrice, posType) {\\n try {\\n // 获取该交易对的未完成订单\\n const cleanSymbol = symbol.replace('.swap', '').replace('_USDT', '');\\n exchange.SetCurrency(cleanSymbol + \\\"_USDT\\\");\\n exchange.SetContractType(\\\"swap\\\");\\n \\n const orders = exchange.GetOrders();\\n \\n if (!orders || orders.length === 0) {\\n return { tpOrderId: -1, slOrderId: -1 };\\n }\\n \\n let tpOrderId = -1;\\n let slOrderId = -1;\\n \\n for (let order of orders) {\\n // 多头持仓 (Type = 0 或 PD_LONG)\\n if (posType === 0 || posType === PD_LONG) {\\n // 止盈：卖单价格 > 当前价\\n if (order.Type === ORDER_TYPE_SELL && order.Price > currentPrice) {\\n tpOrderId = order.Id;\\n }\\n // 止损：卖单价格 < 当前价\\n if (order.Type === ORDER_TYPE_SELL && order.Price < currentPrice) {\\n slOrderId = order.Id;\\n }\\n } \\n // 空头持仓\\n else {\\n // 止盈：买单价格 < 当前价\\n if (order.Type === ORDER_TYPE_BUY && order.Price < currentPrice) {\\n tpOrderId = order.Id;\\n }\\n // 止损：买单价格 > 当前价\\n if (order.Type === ORDER_TYPE_BUY && order.Price > currentPrice) {\\n slOrderId = order.Id;\\n }\\n }\\n }\\n \\n return { tpOrderId, slOrderId };\\n \\n } catch (e) {\\n Log(`⚠️ 获取 ${symbol} 订单失败: ${e.message}`);\\n return { tpOrderId: -1, slOrderId: -1 };\\n }\\n}\\n\\nfunction getAllPositions() {\\n // 获取当前账户权益\\n const curequity = exchange.GetAccount().Equity;\\n \\n // 获取币种列表\\n const coins = $vars.coinList ? ($vars.coinList.includes(',') ? $vars.coinList.split(',') : [$vars.coinList]) : [];\\n \\n // 计算每个币种的risk_usd\\n const risk_usd = coins.length > 0 ? curequity / coins.length : 0;\\n \\n // 先设置一个默认交易对以获取所有持仓\\n if (coins.length > 0) {\\n exchange.SetCurrency(coins[0].trim() + \\\"_USDT\\\");\\n exchange.SetContractType(\\\"swap\\\");\\n }\\n \\n // 获取所有实际持仓\\n const rawPositions = exchange.GetPositions();\\n \\n // 创建持仓映射表 (币种符号 -> 持仓对象)\\n const positionMap = {};\\n \\n if (rawPositions && rawPositions.length > 0) {\\n for (let pos of rawPositions) {\\n if (pos.Amount && Math.abs(pos.Amount) > 0) {\\n // 提取币种符号 (如 BTC_USDT.swap -> BTC)\\n const coinSymbol = pos.Symbol.replace('_USDT.swap', '').replace('.swap', '').replace('_USDT', '');\\n positionMap[coinSymbol] = pos;\\n }\\n }\\n }\\n \\n // 为每个币种创建position信息\\n const allPositions = [];\\n \\n for (let i = 0; i < coins.length; i++) {\\n const coin = coins[i].trim();\\n const pos = positionMap[coin];\\n \\n if (pos) {\\n // 有持仓的情况\\n try {\\n // 切换到对应交易对获取ticker\\n exchange.SetCurrency(coin + \\\"_USDT\\\");\\n exchange.SetContractType(\\\"swap\\\");\\n \\n const ticker = exchange.GetTicker();\\n const currentPrice = ticker ? ticker.Last : pos.Price;\\n \\n // 获取止盈止损订单ID\\n const { tpOrderId, slOrderId } = getTPSLOrderIds(pos.Symbol, currentPrice, pos.Type);\\n \\n // 获取退出计划\\n const exitPlan = _G(`exit_plan_${pos.Symbol}`) || {\\n profit_target: null,\\n stop_loss: null,\\n invalidation_condition: \\\"\\\"\\n };\\n \\n allPositions.push({\\n symbol: coin,\\n quantity: Math.abs(pos.Amount),\\n entry_price: pos.Price,\\n current_price: currentPrice,\\n liquidation_price: pos.Info?.liqPx ? parseFloat(pos.Info.liqPx) : \\n (pos.MarginLevel > 1 ? (pos.Type === 0 ? \\n pos.Price * (1 - 0.9/pos.MarginLevel) : \\n pos.Price * (1 + 0.9/pos.MarginLevel)) : 0),\\n unrealized_pnl: _N(pos.Profit, 2),\\n leverage: pos.MarginLevel || 1,\\n exit_plan: exitPlan,\\n confidence: exitPlan?.confidence || null,\\n risk_usd: risk_usd, // 使用计算出的risk_usd\\n sl_oid: slOrderId, \\n tp_oid: tpOrderId, \\n wait_for_fill: false,\\n entry_oid: pos.Info?.posId || -1,\\n notional_usd: _N(Math.abs(pos.Amount) * currentPrice, 2)\\n });\\n } catch (e) {\\n Log(`⚠️ 处理 ${coin} 持仓信息失败: ${e.message}`);\\n // 出错时也添加一个空持仓记录\\n allPositions.push({\\n symbol: coin,\\n quantity: null,\\n entry_price: null,\\n current_price: null,\\n liquidation_price: null,\\n unrealized_pnl: null,\\n leverage: null,\\n exit_plan: null,\\n confidence: null,\\n risk_usd: risk_usd,\\n sl_oid: null,\\n tp_oid: null,\\n wait_for_fill: false,\\n entry_oid: null,\\n notional_usd: null\\n });\\n }\\n } else {\\n // 没有持仓的情况 - 返回固定字段为null\\n allPositions.push({\\n symbol: coin,\\n quantity: null,\\n entry_price: null,\\n current_price: null,\\n liquidation_price: null,\\n unrealized_pnl: null,\\n leverage: null,\\n exit_plan: null,\\n confidence: null,\\n risk_usd: risk_usd, // 仍然返回risk_usd\\n sl_oid: null,\\n tp_oid: null,\\n wait_for_fill: false,\\n entry_oid: null,\\n notional_usd: null\\n });\\n }\\n }\\n \\n return allPositions;\\n}\\n\\nconst positions = getAllPositions();\\nreturn {positions};\",\"notice\":\"\"},\"type\":\"n8n-nodes-base.code\",\"typeVersion\":2,\"position\":[-400,96],\"id\":\"ff7f74cf-21b2-4a79-a5c0-75aeaedb1a4b\",\"name\":\"持仓数据获取\"},{\"parameters\":{\"mode\":\"runOnceForAllItems\",\"language\":\"javaScript\",\"jsCode\":\"// 获取输入数据\\nconst inputData = $input.all();\\n\\n// 第一个输入是市场数据，第二个是持仓数据\\nconst marketData = inputData[0].json.data;\\nconst positions = inputData[1].json;\\n\\n// 返回整理后的数据\\nreturn [{\\n json: {\\n marketData: marketData,\\n positions: positions\\n }\\n}];\\n\",\"notice\":\"\"},\"type\":\"n8n-nodes-base.code\",\"typeVersion\":2,\"position\":[80,0],\"id\":\"37f0d102-c1c9-4e79-bfc0-f529dd7d1beb\",\"name\":\"数据合并\"},{\"parameters\":{\"mode\":\"runOnceForAllItems\",\"language\":\"javaScript\",\"jsCode\":\"// ========== 工具函数 ==========\\n\\nfunction parseAIOutput(output) {\\n try {\\n const cleaned = output.replace(/```[a-z]*\\\\n?/gi, '').trim();\\n const start = cleaned.indexOf('{');\\n const end = cleaned.lastIndexOf('}');\\n return JSON.parse(cleaned.substring(start, end + 1));\\n } catch (e) {\\n return {};\\n }\\n}\\n\\n// 获取交易对精度信息\\nfunction getPrecision(coin) {\\n try {\\n const symbol = coin + '_USDT.swap';\\n const markets = exchange.GetMarkets();\\n Log(markets[symbol])\\n \\n if (markets && markets[symbol]) {\\n return {\\n price: markets[symbol].PricePrecision || 0,\\n amount: markets[symbol].AmountPrecision || 0,\\n minQty: markets[symbol].MinQty || 5\\n };\\n }\\n \\n // 默认精度\\n return { price: 0, amount: 0, minQty: 5 };\\n } catch (e) {\\n Log(`⚠️ 获取${coin}精度失败，使用默认值`);\\n return { price: 0, amount: 0, minQty: 5 };\\n }\\n}\\n\\nfunction calculateQuantity(entryPrice, stopLoss, riskUsd, leverage, precision) {\\n\\n const riskPerContract = Math.abs(entryPrice - stopLoss);\\n if (riskPerContract <= 0) return 0;\\n \\n const quantity = riskUsd / riskPerContract;\\n const maxQuantity = (exchange.GetAccount().Balance * leverage / 6) / entryPrice;\\n \\n let finalQuantity = Math.min(quantity, maxQuantity);\\n \\n // 应用精度和最小数量限制\\n if (precision) {\\n finalQuantity = _N(finalQuantity, precision.amount);\\n \\n if (finalQuantity < precision.minQty) {\\n Log(`⚠️ 计算数量 ${finalQuantity} 小于最小下单量 ${precision.minQty}`);\\n return 0;\\n }\\n }\\n \\n return finalQuantity;\\n}\\n\\nfunction validateEntry(coin, currentPrice, profitTarget, stopLoss) {\\n const isLong = profitTarget > stopLoss;\\n \\n if (isLong && (profitTarget <= currentPrice || stopLoss >= currentPrice)) return false;\\n if (!isLong && (profitTarget >= currentPrice || stopLoss <= currentPrice)) return false;\\n \\n return true;\\n}\\n\\nfunction hasPosition(coin) {\\n try {\\n exchange.SetCurrency(coin + '_USDT');\\n exchange.SetContractType(\\\"swap\\\");\\n return exchange.GetPositions().some(p => p.Symbol.includes(coin) && Math.abs(p.Amount) > 0);\\n } catch (e) {\\n return false;\\n }\\n}\\n\\nfunction saveExitPlan(symbol, args) {\\n _G(`exit_plan_${symbol}.swap`, {\\n profit_target: args.profit_target,\\n stop_loss: args.stop_loss,\\n invalidation_condition: args.invalidation_condition || \\\"\\\",\\n confidence: args.confidence,\\n risk_usd: args.risk_usd\\n });\\n}\\n\\n// ========== 交易执行函数 ==========\\n\\nfunction executeClose(coin) {\\n exchange.SetCurrency(coin + '_USDT');\\n exchange.SetContractType(\\\"swap\\\");\\n \\n const orders = exchange.GetOrders();\\n orders?.forEach(o => exchange.CancelOrder(o.Id));\\n \\n const pos = exchange.GetPositions().find(p => p.Symbol.includes(coin) && Math.abs(p.Amount) > 0);\\n if (!pos) return;\\n \\n const isLong = pos.Type === PD_LONG || pos.Type === 0;\\n const precision = getPrecision(coin);\\n\\n // 对平仓数量应用精度\\n const closeAmount = _N(Math.abs(pos.Amount), precision.amount);\\n \\n exchange.SetDirection(isLong ? \\\"closebuy\\\" : \\\"closesell\\\");\\n \\n const orderId = isLong ? exchange.Sell(-1, closeAmount) : exchange.Buy(-1, closeAmount);\\n \\n if (orderId) {\\n Log(`✅ ${coin}: 平${isLong ? '多' : '空'}成功，数量=${closeAmount}`);\\n _G(`exit_plan_${coin}_USDT.swap`, null);\\n }\\n}\\n\\nfunction executeEntry(coin, args) {\\n exchange.SetCurrency(coin + '_USDT');\\n exchange.SetContractType(\\\"swap\\\");\\n \\n const ticker = exchange.GetTicker();\\n if (!ticker) return;\\n \\n const currentPrice = ticker.Last;\\n if (!validateEntry(coin, currentPrice, args.profit_target, args.stop_loss)) return;\\n \\n const leverage = args.leverage || 10;\\n exchange.SetMarginLevel(leverage);\\n \\n precision = getPrecision(coin);\\n quantity = calculateQuantity(currentPrice, args.stop_loss, args.risk_usd, leverage, precision);\\n \\n if (quantity <= 0) {\\n Log(`⚠️ ${coin}: 计算数量无效，跳过开仓`);\\n return;\\n }\\n \\n const isLong = args.profit_target > args.stop_loss;\\n exchange.SetDirection(isLong ? \\\"buy\\\" : \\\"sell\\\");\\n \\n const orderId = isLong ? exchange.Buy(-1, quantity) : exchange.Sell(-1, quantity);\\n \\n if (orderId) {\\n Sleep(1000);\\n Log(`✅ ${coin}: 开${isLong ? '多' : '空'} 数量=${quantity} 杠杆=${leverage}x 精度=${precision.amount}`);\\n } else {\\n Log(`❌ ${coin}: 开仓失败`, precision.amount);\\n }\\n}\\n\\n// ========== 止盈止损监控 ==========\\n\\nfunction monitorPosition(coin) {\\n exchange.SetCurrency(coin + '_USDT');\\n exchange.SetContractType(\\\"swap\\\");\\n \\n const pos = exchange.GetPositions().find(p => p.Symbol.includes(coin) && Math.abs(p.Amount) > 0);\\n if (!pos) return;\\n \\n const ticker = exchange.GetTicker();\\n if (!ticker) return;\\n \\n const isLong = pos.Type === PD_LONG || pos.Type === 0;\\n const currentPrice = ticker.Last;\\n const pnl = (currentPrice - pos.Price) * (isLong ? 1 : -1) / pos.Price;\\n \\n const exitPlan = _G(`exit_plan_${coin}_USDT.swap`);\\n if (!exitPlan?.profit_target || !exitPlan?.stop_loss) {\\n if (pnl >= 0.03) return closePosition(coin, pos, isLong, \\\"止盈\\\", pnl);\\n if (pnl <= -0.01) return closePosition(coin, pos, isLong, \\\"止损\\\", pnl);\\n return;\\n }\\n \\n const shouldTP = isLong ? currentPrice >= exitPlan.profit_target : currentPrice <= exitPlan.profit_target;\\n const shouldSL = isLong ? currentPrice <= exitPlan.stop_loss : currentPrice >= exitPlan.stop_loss;\\n \\n if (shouldTP) return closePosition(coin, pos, isLong, \\\"止盈\\\", pnl);\\n if (shouldSL) return closePosition(coin, pos, isLong, \\\"止损\\\", pnl);\\n}\\n\\nfunction closePosition(coin, pos, isLong, reason, pnl) {\\n const precision = getPrecision(coin);\\n const closeAmount = _N(Math.abs(pos.Amount), precision.amount);\\n \\n exchange.SetDirection(isLong ? \\\"closebuy\\\" : \\\"closesell\\\");\\n isLong ? exchange.Sell(-1, closeAmount) : exchange.Buy(-1, closeAmount);\\n \\n Log(`${reason === '止盈' ? '✅' : '❌'} ${coin} ${reason} ${(pnl*100).toFixed(2)}%`);\\n _G(`exit_plan_${coin}_USDT.swap`, null);\\n}\\n\\n// ========== 主逻辑 ==========\\n\\nconst signals = parseAIOutput($input.first().json.output);\\nLog(signals)\\n\\n// 表格1: AI信号 - 使用更丰富的样式\\nconst signalTable = {\\n type: \\\"table\\\",\\n title: \\\"📊 AI交易信号分析\\\",\\n cols: [\\\"币种\\\", \\\"信号\\\", \\\"止盈目标\\\", \\\"止损价位\\\", \\\"风险金额\\\", \\\"置信度\\\", \\\"信号条件\\\"],\\n rows: []\\n};\\n\\nfor (const [coin, data] of Object.entries(signals)) {\\n const args = data?.trade_signal_args;\\n if (!args?.coin || !args?.signal) continue;\\n \\n const hasPos = hasPosition(coin);\\n \\n // 美化信号显示\\n let displaySignal = args.signal;\\n let signalEmoji = \\\"⏸️\\\";\\n \\n if ((args.signal === \\\"hold\\\" && !hasPos) || (args.signal === \\\"close\\\" && !hasPos)) {\\n displaySignal = \\\"无操作\\\";\\n signalEmoji = \\\"⚪\\\";\\n } else if (args.signal === \\\"entry\\\") {\\n const isLong = args.profit_target > args.stop_loss;\\n displaySignal = isLong ? \\\"做多入场\\\" : \\\"做空入场\\\";\\n signalEmoji = isLong ? \\\"🟢\\\" : \\\"🔴\\\";\\n } else if (args.signal === \\\"close\\\") {\\n displaySignal = \\\"平仓\\\";\\n signalEmoji = \\\"⏹️\\\";\\n } else if (args.signal === \\\"hold\\\") {\\n displaySignal = \\\"持仓观望\\\";\\n signalEmoji = \\\"⏸️\\\";\\n }\\n \\n // 美化置信度显示\\n const confidence = args.confidence ? (args.confidence * 100).toFixed(0) : 0;\\n let confidenceDisplay = \\\"-\\\";\\n if (confidence >= 70) {\\n confidenceDisplay = `🔥 ${confidence}%`;\\n } else if (confidence >= 50) {\\n confidenceDisplay = `⚡ ${confidence}%`;\\n } else if (confidence > 0) {\\n confidenceDisplay = `⚠️ ${confidence}%`;\\n }\\n \\n // 添加到信号表格\\n signalTable.rows.push([\\n `💎 ${coin}`,\\n `${signalEmoji} ${displaySignal}`,\\n args.profit_target ? `$${_N(args.profit_target, 2)}` : \\\"-\\\",\\n args.stop_loss ? `$${_N(args.stop_loss, 2)}` : \\\"-\\\",\\n args.risk_usd ? `💰 $${args.risk_usd}` : \\\"-\\\",\\n confidenceDisplay,\\n args.justification \\n ]);\\n \\n // 静默忽略无效信号\\n if (args.signal === \\\"hold\\\" && !hasPos) continue;\\n if (args.signal === \\\"close\\\" && !hasPos) continue;\\n if (args.signal === \\\"entry\\\" && hasPos) continue;\\n \\n if (args.signal !== \\\"close\\\") saveExitPlan(coin + \\\"_USDT\\\", args);\\n \\n try {\\n if (args.signal === \\\"close\\\") {\\n executeClose(coin);\\n } else if (args.signal === \\\"hold\\\") {\\n Log(`⏸️ ${coin}: 持仓`);\\n } else if (args.signal === \\\"entry\\\") {\\n if (!args.profit_target || !args.stop_loss || !args.risk_usd) continue;\\n executeEntry(coin, args);\\n }\\n } catch (e) {\\n Log(`❌ ${coin} 执行失败: ${e.message}`);\\n }\\n}\\n\\n// 监控止盈止损并构建持仓表格\\nconst positionTable = {\\n type: \\\"table\\\",\\n title: \\\"💼 当前持仓监控\\\",\\n cols: [\\\"币种\\\", \\\"方向\\\", \\\"持仓量\\\", \\\"入场价\\\", \\\"当前价\\\", \\\"盈亏\\\", \\\"止盈目标\\\", \\\"止损价位\\\"],\\n rows: []\\n};\\n\\nconst positions = exchange.GetPositions();\\nlet totalPnl = 0;\\nlet positionCount = 0;\\n\\npositions?.forEach(pos => {\\n if (Math.abs(pos.Amount) > 0) {\\n const coinMatch = pos.Symbol.match(/^([A-Z0-9]+)_USDT/);\\n if (!coinMatch) return;\\n \\n const coin = coinMatch[1];\\n \\n exchange.SetCurrency(coin + '_USDT');\\n exchange.SetContractType(\\\"swap\\\");\\n const ticker = exchange.GetTicker();\\n \\n if (ticker) {\\n const isLong = pos.Type === PD_LONG || pos.Type === 0;\\n const currentPrice = ticker.Last;\\n const pnlPercent = ((currentPrice - pos.Price) * (isLong ? 1 : -1) / pos.Price * 100);\\n \\n // 盈亏美化显示\\n let pnlDisplay = \\\"\\\";\\n if (pnlPercent > 0) {\\n pnlDisplay = `🟢 +${pnlPercent.toFixed(2)}%`;\\n } else if (pnlPercent < 0) {\\n pnlDisplay = `🔴 ${pnlPercent.toFixed(2)}%`;\\n } else {\\n pnlDisplay = `⚪ ${pnlPercent.toFixed(2)}%`;\\n }\\n \\n const exitPlan = _G(`exit_plan_${coin}_USDT.swap`);\\n \\n positionTable.rows.push([\\n `💎 ${coin}`,\\n isLong ? \\\"📈 多\\\" : \\\"📉 空\\\",\\n _N(Math.abs(pos.Amount), 4),\\n `$${_N(pos.Price, 2)}`,\\n `$${_N(currentPrice, 2)}`,\\n pnlDisplay,\\n exitPlan?.profit_target ? `🎯 $${_N(exitPlan.profit_target, 2)}` : \\\"-\\\",\\n exitPlan?.stop_loss ? `🛡️ $${_N(exitPlan.stop_loss, 2)}` : \\\"-\\\"\\n ]);\\n \\n totalPnl += pnlPercent;\\n positionCount++;\\n }\\n \\n monitorPosition(coin);\\n Sleep(500);\\n }\\n});\\n\\n// 添加汇总行\\nif (positionCount > 0) {\\n const avgPnl = totalPnl / positionCount;\\n let summaryEmoji = avgPnl > 0 ? \\\"📊 ✅\\\" : \\\"📊 ⚠️\\\";\\n positionTable.rows.push([\\n `${summaryEmoji} 汇总`,\\n `${positionCount} 个持仓`,\\n \\\"-\\\",\\n \\\"-\\\",\\n \\\"-\\\",\\n `平均: ${avgPnl > 0 ? '🟢' : '🔴'} ${_N(avgPnl, 2)}%`,\\n \\\"-\\\",\\n \\\"-\\\"\\n ]);\\n}\\n\\n// 显示美化后的表格\\nLogStatus('`' + JSON.stringify(signalTable) + '`\\\\n\\\\n' + '`' + JSON.stringify(positionTable) + '`');\\n\\nreturn { json: { processed: true } 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