From 319ccb8ca3722479bc4c79d646c5b4ddb9174802 Mon Sep 17 00:00:00 2001 From: tinkle-community Date: Wed, 10 Dec 2025 14:40:08 +0800 Subject: [PATCH] fix: initial balance calculation and UI improvements - Fix initial balance using available_balance instead of total_equity - Fix WSMonitor nil pointer by starting market monitor before loading traders - Add strategy name display on traders list and dashboard pages - Various position sync and trading improvements --- api/backtest.go | 9 - api/server.go | 102 +- api/strategy.go | 10 +- backtest/config.go | 59 + backtest/runner.go | 24 +- config.json.example | 17 - data/nofx.db | 0 decision/engine.go | 1348 +++++++++++------ decision/prompt_manager.go | 162 -- decision/prompt_manager_test.go | 285 ---- decision/prompt_reload_integration_test.go | 243 --- decision/prompt_test.go | 29 - decision/strategy_engine.go | 969 ------------ docker-compose.prod.yml | 2 +- docker-compose.yml | 14 +- img.png | Bin 0 -> 373019 bytes img_1.png | Bin 0 -> 260738 bytes logger/logger.go | 3 +- main.go | 20 +- prompts/Hansen.txt | 180 --- prompts/default.txt | 129 -- prompts/nof1.txt | 239 --- prompts/taro_long_prompts.txt | 337 ----- scripts/migrate_encryption.go | 2 +- start.sh | 41 +- store/position.go | 647 +++++++- store/strategy.go | 63 +- trader/aster_trader.go | 29 +- trader/auto_trader.go | 247 ++- trader/binance_futures.go | 113 ++ trader/bybit_trader.go | 157 +- trader/hyperliquid_trader.go | 10 + trader/interface.go | 25 + trader/lighter_trader.go | 9 + trader/lighter_trader_v2.go | 9 + trader/okx_trader.go | 109 ++ trader/position_sync.go | 381 ++++- web/src/App.tsx | 16 +- web/src/components/TraderConfigModal.tsx | 2 +- .../components/strategy/CoinSourceEditor.tsx | 4 +- .../components/strategy/RiskControlEditor.tsx | 178 ++- .../traders/ExchangeConfigModal.tsx | 62 +- .../traders/sections/TradersGrid.tsx | 1 + web/src/i18n/translations.ts | 32 +- web/src/types.ts | 25 +- 45 files changed, 2951 insertions(+), 3392 deletions(-) delete mode 100644 config.json.example create mode 100644 data/nofx.db delete mode 100644 decision/prompt_manager.go delete mode 100644 decision/prompt_manager_test.go delete mode 100644 decision/prompt_reload_integration_test.go delete mode 100644 decision/prompt_test.go delete mode 100644 decision/strategy_engine.go create mode 100644 img.png create mode 100644 img_1.png delete mode 100644 prompts/Hansen.txt delete mode 100644 prompts/default.txt delete mode 100644 prompts/nof1.txt delete mode 100644 prompts/taro_long_prompts.txt diff --git a/api/backtest.go b/api/backtest.go index 015c75b3..3adc55d1 100644 --- a/api/backtest.go +++ b/api/backtest.go @@ -12,7 +12,6 @@ import ( "time" "nofx/backtest" - "nofx/decision" "nofx/store" "github.com/gin-gonic/gin" @@ -64,14 +63,6 @@ func (s *Server) handleBacktestStart(c *gin.Context) { if cfg.RunID == "" { cfg.RunID = "bt_" + time.Now().UTC().Format("20060102_150405") } - cfg.PromptTemplate = strings.TrimSpace(cfg.PromptTemplate) - if cfg.PromptTemplate == "" { - cfg.PromptTemplate = "default" - } - if _, err := decision.GetPromptTemplate(cfg.PromptTemplate); err != nil { - c.JSON(http.StatusBadRequest, gin.H{"error": fmt.Sprintf("Prompt template does not exist: %s", cfg.PromptTemplate)}) - return - } cfg.CustomPrompt = strings.TrimSpace(cfg.CustomPrompt) cfg.UserID = normalizeUserID(c.GetString("user_id")) if err := s.hydrateBacktestAIConfig(&cfg); err != nil { diff --git a/api/server.go b/api/server.go index f2139414..773d43a8 100644 --- a/api/server.go +++ b/api/server.go @@ -10,7 +10,6 @@ import ( "nofx/backtest" "nofx/config" "nofx/crypto" - "nofx/decision" "nofx/logger" "nofx/manager" "nofx/store" @@ -99,10 +98,6 @@ func (s *Server) setupRoutes() { api.GET("/crypto/public-key", s.cryptoHandler.HandleGetPublicKey) api.POST("/crypto/decrypt", s.cryptoHandler.HandleDecryptSensitiveData) - // System prompt template management (no authentication required) - api.GET("/prompt-templates", s.handleGetPromptTemplates) - api.GET("/prompt-templates/:name", s.handleGetPromptTemplate) - // Public competition data (no authentication required) api.GET("/traders", s.handlePublicTraderList) api.GET("/competition", s.handlePublicCompetition) @@ -150,7 +145,6 @@ func (s *Server) setupRoutes() { protected.GET("/strategies", s.handleGetStrategies) protected.GET("/strategies/active", s.handleGetActiveStrategy) protected.GET("/strategies/default-config", s.handleGetDefaultStrategyConfig) - protected.GET("/strategies/templates", s.handleGetPromptTemplates) protected.POST("/strategies/preview-prompt", s.handlePreviewPrompt) protected.POST("/strategies/test-run", s.handleStrategyTestRun) protected.GET("/strategies/:id", s.handleGetStrategy) @@ -553,25 +547,19 @@ func (s *Server) handleCreateTrader(c *gin.Context) { if balanceErr != nil { logger.Infof("⚠️ Failed to query exchange balance, using user input for initial balance: %v", balanceErr) } else { - // Extract available balance - supports multiple field name formats - if availableBalance, ok := balanceInfo["availableBalance"].(float64); ok && availableBalance > 0 { - // Binance format: availableBalance (camelCase) - actualBalance = availableBalance - logger.Infof("✓ Queried exchange actual balance: %.2f USDT (user input: %.2f USDT)", actualBalance, req.InitialBalance) - } else if availableBalance, ok := balanceInfo["available_balance"].(float64); ok && availableBalance > 0 { - // Other format: available_balance (snake_case) - actualBalance = availableBalance - logger.Infof("✓ Queried exchange actual balance: %.2f USDT (user input: %.2f USDT)", actualBalance, req.InitialBalance) - } else if totalBalance, ok := balanceInfo["totalWalletBalance"].(float64); ok && totalBalance > 0 { - // Binance format: totalWalletBalance (camelCase) - actualBalance = totalBalance - logger.Infof("✓ Queried exchange total balance: %.2f USDT (user input: %.2f USDT)", actualBalance, req.InitialBalance) - } else if totalBalance, ok := balanceInfo["balance"].(float64); ok && totalBalance > 0 { - // Other format: balance - actualBalance = totalBalance - logger.Infof("✓ Queried exchange actual balance: %.2f USDT (user input: %.2f USDT)", actualBalance, req.InitialBalance) - } else { - logger.Infof("⚠️ Unable to extract available balance from balance info, balanceInfo=%v, using user input for initial balance", balanceInfo) + // Extract total equity (account total value = wallet balance + unrealized PnL) + // Priority: total_equity > totalWalletBalance > wallet_balance > totalEq > balance + // Note: Must use total_equity (not availableBalance) for accurate P&L calculation + balanceKeys := []string{"total_equity", "totalWalletBalance", "wallet_balance", "totalEq", "balance"} + for _, key := range balanceKeys { + if balance, ok := balanceInfo[key].(float64); ok && balance > 0 { + actualBalance = balance + logger.Infof("✓ Queried exchange total equity (%s): %.2f USDT (user input: %.2f USDT)", key, actualBalance, req.InitialBalance) + break + } + } + if actualBalance <= 0 { + logger.Infof("⚠️ Unable to extract total equity from balance info, balanceInfo=%v, using user input for initial balance", balanceInfo) } } } @@ -1002,16 +990,18 @@ func (s *Server) handleSyncBalance(c *gin.Context) { return } - // Extract available balance + // Extract total equity (for P&L calculation, we need total account value, not available balance) var actualBalance float64 - if availableBalance, ok := balanceInfo["available_balance"].(float64); ok && availableBalance > 0 { - actualBalance = availableBalance - } else if availableBalance, ok := balanceInfo["availableBalance"].(float64); ok && availableBalance > 0 { - actualBalance = availableBalance - } else if totalBalance, ok := balanceInfo["balance"].(float64); ok && totalBalance > 0 { - actualBalance = totalBalance - } else { - c.JSON(http.StatusInternalServerError, gin.H{"error": "Unable to get available balance"}) + // Priority: total_equity > totalWalletBalance > wallet_balance > totalEq > balance + balanceKeys := []string{"total_equity", "totalWalletBalance", "wallet_balance", "totalEq", "balance"} + for _, key := range balanceKeys { + if balance, ok := balanceInfo[key].(float64); ok && balance > 0 { + actualBalance = balance + break + } + } + if actualBalance <= 0 { + c.JSON(http.StatusInternalServerError, gin.H{"error": "Unable to get total equity"}) return } @@ -1438,6 +1428,14 @@ func (s *Server) handleTraderList(c *gin.Context) { } } + // Get strategy name if strategy_id is set + var strategyName string + if trader.StrategyID != "" { + if strategy, err := s.store.Strategy().Get(userID, trader.StrategyID); err == nil { + strategyName = strategy.Name + } + } + // Return complete AIModelID (e.g. "admin_deepseek"), don't truncate // Frontend needs complete ID to verify model exists (consistent with handleGetTraderConfig) result = append(result, map[string]interface{}{ @@ -1447,6 +1445,8 @@ func (s *Server) handleTraderList(c *gin.Context) { "exchange_id": trader.ExchangeID, "is_running": isRunning, "initial_balance": trader.InitialBalance, + "strategy_id": trader.StrategyID, + "strategy_name": strategyName, }) } @@ -2142,40 +2142,6 @@ func (s *Server) Shutdown() error { return s.httpServer.Shutdown(ctx) } -// handleGetPromptTemplates Get all system prompt template list -func (s *Server) handleGetPromptTemplates(c *gin.Context) { - // Import decision package - templates := decision.GetAllPromptTemplates() - - // Convert to response format - response := make([]map[string]interface{}, 0, len(templates)) - for _, tmpl := range templates { - response = append(response, map[string]interface{}{ - "name": tmpl.Name, - }) - } - - c.JSON(http.StatusOK, gin.H{ - "templates": response, - }) -} - -// handleGetPromptTemplate Get prompt template content by specified name -func (s *Server) handleGetPromptTemplate(c *gin.Context) { - templateName := c.Param("name") - - template, err := decision.GetPromptTemplate(templateName) - if err != nil { - c.JSON(http.StatusNotFound, gin.H{"error": fmt.Sprintf("Template does not exist: %s", templateName)}) - return - } - - c.JSON(http.StatusOK, gin.H{ - "name": template.Name, - "content": template.Content, - }) -} - // handlePublicTraderList Get public trader list (no authentication required) func (s *Server) handlePublicTraderList(c *gin.Context) { // Get trader information from all users diff --git a/api/strategy.go b/api/strategy.go index 5eec8b92..f56b9204 100644 --- a/api/strategy.go +++ b/api/strategy.go @@ -361,13 +361,9 @@ func (s *Server) handlePreviewPrompt(c *gin.Context) { req.PromptVariant, ) - // Get list of available prompt templates - templateNames := decision.GetAllPromptTemplateNames() - c.JSON(http.StatusOK, gin.H{ - "system_prompt": systemPrompt, - "prompt_variant": req.PromptVariant, - "available_templates": templateNames, + "system_prompt": systemPrompt, + "prompt_variant": req.PromptVariant, "config_summary": gin.H{ "coin_source": req.Config.CoinSource.SourceType, "primary_tf": req.Config.Indicators.Klines.PrimaryTimeframe, @@ -455,7 +451,7 @@ func (s *Server) handleStrategyTestRun(c *gin.Context) { // Build real context (for generating User Prompt) testContext := &decision.Context{ - CurrentTime: time.Now().Format("2006-01-02 15:04:05"), + CurrentTime: time.Now().UTC().Format("2006-01-02 15:04:05 UTC"), RuntimeMinutes: 0, CallCount: 1, Account: decision.AccountInfo{ diff --git a/backtest/config.go b/backtest/config.go index 2062f25e..401d95f5 100644 --- a/backtest/config.go +++ b/backtest/config.go @@ -6,6 +6,7 @@ import ( "time" "nofx/market" + "nofx/store" ) // AIConfig defines the AI client configuration used in backtesting. @@ -176,3 +177,61 @@ func validateFillPolicy(policy string) error { return fmt.Errorf("unsupported fill_policy '%s'", policy) } } + +// ToStrategyConfig converts BacktestConfig to StrategyConfig for unified prompt generation. +// This ensures backtest uses the same StrategyEngine logic as live trading. +func (cfg *BacktestConfig) ToStrategyConfig() *store.StrategyConfig { + // Determine primary and longer timeframe from the timeframes list + primaryTF := "5m" + longerTF := "4h" + if len(cfg.Timeframes) > 0 { + primaryTF = cfg.Timeframes[0] + } + if len(cfg.Timeframes) > 1 { + longerTF = cfg.Timeframes[len(cfg.Timeframes)-1] + } + + return &store.StrategyConfig{ + CoinSource: store.CoinSourceConfig{ + SourceType: "static", + StaticCoins: cfg.Symbols, + UseCoinPool: false, + CoinPoolLimit: len(cfg.Symbols), + UseOITop: false, + OITopLimit: 0, + }, + Indicators: store.IndicatorConfig{ + Klines: store.KlineConfig{ + PrimaryTimeframe: primaryTF, + PrimaryCount: 30, + LongerTimeframe: longerTF, + LongerCount: 10, + EnableMultiTimeframe: len(cfg.Timeframes) > 1, + SelectedTimeframes: cfg.Timeframes, + }, + EnableRawKlines: true, + EnableEMA: true, + EnableMACD: true, + EnableRSI: true, + EnableATR: true, + EnableVolume: true, + EnableOI: true, + EnableFundingRate: true, + EMAPeriods: []int{20, 50}, + RSIPeriods: []int{7, 14}, + ATRPeriods: []int{14}, + }, + CustomPrompt: cfg.CustomPrompt, + RiskControl: store.RiskControlConfig{ + MaxPositions: 3, + BTCETHMaxLeverage: cfg.Leverage.BTCETHLeverage, + AltcoinMaxLeverage: cfg.Leverage.AltcoinLeverage, + BTCETHMaxPositionValueRatio: 5.0, + AltcoinMaxPositionValueRatio: 1.0, + MaxMarginUsage: 0.9, + MinPositionSize: 12, + MinRiskRewardRatio: 3.0, + MinConfidence: 75, + }, + } +} diff --git a/backtest/runner.go b/backtest/runner.go index 761196b1..8c483ecb 100644 --- a/backtest/runner.go +++ b/backtest/runner.go @@ -31,9 +31,10 @@ const ( // Runner encapsulates the lifecycle of a single backtest run. type Runner struct { - cfg BacktestConfig - feed *DataFeed - account *BacktestAccount + cfg BacktestConfig + feed *DataFeed + account *BacktestAccount + strategyEngine *decision.StrategyEngine decisionLogDir string mcpClient mcp.AIClient @@ -115,10 +116,15 @@ func NewRunner(cfg BacktestConfig, mcpClient mcp.AIClient) (*Runner, error) { aiCache = cache } + // Create strategy engine from backtest config for unified prompt generation + strategyConfig := cfg.ToStrategyConfig() + strategyEngine := decision.NewStrategyEngine(strategyConfig) + r := &Runner{ cfg: cfg, feed: feed, account: account, + strategyEngine: strategyEngine, decisionLogDir: dLogDir, mcpClient: client, status: RunStateCreated, @@ -492,7 +498,7 @@ func (r *Runner) buildDecisionContext(ts int64, marketData map[string]*market.Da runtime := int((ts - int64(r.cfg.StartTS*1000)) / 60000) ctx := &decision.Context{ - CurrentTime: time.UnixMilli(ts).UTC().Format(time.RFC3339), + CurrentTime: time.UnixMilli(ts).UTC().Format("2006-01-02 15:04:05 UTC"), RuntimeMinutes: runtime, CallCount: callCount, Account: accountInfo, @@ -503,6 +509,7 @@ func (r *Runner) buildDecisionContext(ts int64, marketData map[string]*market.Da MultiTFMarket: multiTF, BTCETHLeverage: r.cfg.Leverage.BTCETHLeverage, AltcoinLeverage: r.cfg.Leverage.AltcoinLeverage, + Timeframes: r.cfg.Timeframes, } record := &store.DecisionRecord{ @@ -537,12 +544,13 @@ func (r *Runner) fillDecisionRecord(record *store.DecisionRecord, full *decision func (r *Runner) invokeAIWithRetry(ctx *decision.Context) (*decision.FullDecision, error) { var lastErr error for attempt := 0; attempt < aiDecisionMaxRetries; attempt++ { - fd, err := decision.GetFullDecisionWithCustomPrompt( + // Use GetFullDecisionWithStrategy with the pre-configured strategy engine + // This ensures backtest uses the same unified prompt generation as live trading + fd, err := decision.GetFullDecisionWithStrategy( ctx, r.mcpClient, - r.cfg.CustomPrompt, - r.cfg.OverrideBasePrompt, - r.cfg.PromptTemplate, + r.strategyEngine, + r.cfg.PromptVariant, ) if err == nil { return fd, nil diff --git a/config.json.example b/config.json.example deleted file mode 100644 index 50dba709..00000000 --- a/config.json.example +++ /dev/null @@ -1,17 +0,0 @@ -{ - "_说明": "此文件仅供参考，系统不会读取此文件。所有配置从 .env 文件加载。", - - "_env配置说明": { - "JWT_SECRET": "JWT密钥，必须设置", - "REGISTRATION_ENABLED": "是否允许注册，true/false", - "API_SERVER_PORT": "API服务器端口，默认8080", - "DEEPSEEK_API_KEY": "DeepSeek API Key（回测用）" - }, - - "_数据库配置说明": { - "traders表": "交易员配置，包含杠杆、扫描间隔等", - "strategies表": "策略配置，包含AI500 API URL、OI Top API URL等", - "ai_models表": "AI模型配置", - "exchanges表": "交易所配置" - } -} diff --git a/data/nofx.db b/data/nofx.db new file mode 100644 index 00000000..e69de29b diff --git a/decision/engine.go b/decision/engine.go index 3d96bc50..1875ba3c 100644 --- a/decision/engine.go +++ b/decision/engine.go @@ -3,20 +3,24 @@ package decision import ( "encoding/json" "fmt" + "io" + "net/http" "nofx/logger" - "math" "nofx/market" "nofx/mcp" "nofx/pool" + "nofx/store" "regexp" "strings" "time" ) -// Pre-compiled regular expressions (performance optimization: avoid recompiling on each call) +// ============================================================================ +// Pre-compiled regular expressions (performance optimization) +// ============================================================================ + var ( // Safe regex: precisely match ```json code blocks - // Use backtick + concatenation to avoid escape issues reJSONFence = regexp.MustCompile(`(?is)` + "```json\\s*(\\[\\s*\\{.*?\\}\\s*\\])\\s*```") reJSONArray = regexp.MustCompile(`(?is)\[\s*\{.*?\}\s*\]`) reArrayHead = regexp.MustCompile(`^\[\s*\{`) @@ -28,6 +32,10 @@ var ( reDecisionTag = regexp.MustCompile(`(?s)(.*?)`) ) +// ============================================================================ +// Type Definitions +// ============================================================================ + // PositionInfo position information type PositionInfo struct { Symbol string `json:"symbol"` @@ -86,13 +94,15 @@ type TradingStats struct { // RecentOrder recently completed order (for AI input) type RecentOrder struct { - Symbol string `json:"symbol"` // Trading pair - Side string `json:"side"` // long/short - EntryPrice float64 `json:"entry_price"` // Entry price - ExitPrice float64 `json:"exit_price"` // Exit price - RealizedPnL float64 `json:"realized_pnl"` // Realized profit/loss - PnLPct float64 `json:"pnl_pct"` // Profit/loss percentage - FilledAt string `json:"filled_at"` // Fill time + Symbol string `json:"symbol"` // Trading pair + Side string `json:"side"` // long/short + EntryPrice float64 `json:"entry_price"` // Entry price + ExitPrice float64 `json:"exit_price"` // Exit price + RealizedPnL float64 `json:"realized_pnl"` // Realized profit/loss + PnLPct float64 `json:"pnl_pct"` // Profit/loss percentage + EntryTime string `json:"entry_time"` // Entry time + ExitTime string `json:"exit_time"` // Exit time + HoldDuration string `json:"hold_duration"` // Hold duration, e.g. "2h30m" } // Context trading context (complete information passed to AI) @@ -104,14 +114,15 @@ type Context struct { Positions []PositionInfo `json:"positions"` CandidateCoins []CandidateCoin `json:"candidate_coins"` PromptVariant string `json:"prompt_variant,omitempty"` - TradingStats *TradingStats `json:"trading_stats,omitempty"` // Trading statistics - RecentOrders []RecentOrder `json:"recent_orders,omitempty"` // Recently completed orders (10) - MarketDataMap map[string]*market.Data `json:"-"` // Not serialized, but used internally + TradingStats *TradingStats `json:"trading_stats,omitempty"` + RecentOrders []RecentOrder `json:"recent_orders,omitempty"` + MarketDataMap map[string]*market.Data `json:"-"` MultiTFMarket map[string]map[string]*market.Data `json:"-"` - OITopDataMap map[string]*OITopData `json:"-"` // OI Top data mapping - QuantDataMap map[string]*QuantData `json:"-"` // Quantitative data mapping (fund flow, position changes) - BTCETHLeverage int `json:"-"` // BTC/ETH leverage multiplier (read from config) - AltcoinLeverage int `json:"-"` // Altcoin leverage multiplier (read from config) + OITopDataMap map[string]*OITopData `json:"-"` + QuantDataMap map[string]*QuantData `json:"-"` + BTCETHLeverage int `json:"-"` + AltcoinLeverage int `json:"-"` + Timeframes []string `json:"-"` } // Decision AI trading decision @@ -133,33 +144,94 @@ type Decision struct { // FullDecision AI's complete decision (including chain of thought) type FullDecision struct { - SystemPrompt string `json:"system_prompt"` // System prompt (system prompt sent to AI) - UserPrompt string `json:"user_prompt"` // Input prompt sent to AI - CoTTrace string `json:"cot_trace"` // Chain of thought analysis (AI output) - Decisions []Decision `json:"decisions"` // Specific decision list - RawResponse string `json:"raw_response"` // Raw AI response (for debugging when parsing fails) - Timestamp time.Time `json:"timestamp"` - // AIRequestDurationMs records AI API call duration (milliseconds) for troubleshooting latency issues - AIRequestDurationMs int64 `json:"ai_request_duration_ms,omitempty"` + SystemPrompt string `json:"system_prompt"` + UserPrompt string `json:"user_prompt"` + CoTTrace string `json:"cot_trace"` + Decisions []Decision `json:"decisions"` + RawResponse string `json:"raw_response"` + Timestamp time.Time `json:"timestamp"` + AIRequestDurationMs int64 `json:"ai_request_duration_ms,omitempty"` } +// QuantData quantitative data structure (fund flow, position changes, price changes) +type QuantData struct { + Symbol string `json:"symbol"` + Price float64 `json:"price"` + Netflow *NetflowData `json:"netflow,omitempty"` + OI map[string]*OIData `json:"oi,omitempty"` + PriceChange map[string]float64 `json:"price_change,omitempty"` +} + +type NetflowData struct { + Institution *FlowTypeData `json:"institution,omitempty"` + Personal *FlowTypeData `json:"personal,omitempty"` +} + +type FlowTypeData struct { + Future map[string]float64 `json:"future,omitempty"` + Spot map[string]float64 `json:"spot,omitempty"` +} + +type OIData struct { + CurrentOI float64 `json:"current_oi"` + NetLong float64 `json:"net_long"` + NetShort float64 `json:"net_short"` + Delta map[string]*OIDeltaData `json:"delta,omitempty"` +} + +type OIDeltaData struct { + OIDelta float64 `json:"oi_delta"` + OIDeltaValue float64 `json:"oi_delta_value"` + OIDeltaPercent float64 `json:"oi_delta_percent"` +} + +// ============================================================================ +// StrategyEngine - Core Strategy Execution Engine +// ============================================================================ + +// StrategyEngine strategy execution engine +type StrategyEngine struct { + config *store.StrategyConfig +} + +// NewStrategyEngine creates strategy execution engine +func NewStrategyEngine(config *store.StrategyConfig) *StrategyEngine { + return &StrategyEngine{config: config} +} + +// GetRiskControlConfig gets risk control configuration +func (e *StrategyEngine) GetRiskControlConfig() store.RiskControlConfig { + return e.config.RiskControl +} + +// GetConfig gets complete strategy configuration +func (e *StrategyEngine) GetConfig() *store.StrategyConfig { + return e.config +} + +// ============================================================================ +// Entry Functions - Main API +// ============================================================================ + // GetFullDecision gets AI's complete trading decision (batch analysis of all coins and positions) +// Uses default strategy configuration - for production use GetFullDecisionWithStrategy with explicit config func GetFullDecision(ctx *Context, mcpClient mcp.AIClient) (*FullDecision, error) { - return GetFullDecisionWithCustomPrompt(ctx, mcpClient, "", false, "") + defaultConfig := store.GetDefaultStrategyConfig("en") + engine := NewStrategyEngine(&defaultConfig) + return GetFullDecisionWithStrategy(ctx, mcpClient, engine, "") } -// GetFullDecisionWithStrategy uses StrategyEngine to get AI decision (new version: strategy-driven) -// Key: uses strategy-configured timeframes to fetch market data, consistent with api/strategy.go test run logic +// GetFullDecisionWithStrategy uses StrategyEngine to get AI decision (unified prompt generation) func GetFullDecisionWithStrategy(ctx *Context, mcpClient mcp.AIClient, engine *StrategyEngine, variant string) (*FullDecision, error) { if ctx == nil { return nil, fmt.Errorf("context is nil") } if engine == nil { - // If no strategy engine, fallback to default behavior - return GetFullDecisionWithCustomPrompt(ctx, mcpClient, "", false, "") + defaultConfig := store.GetDefaultStrategyConfig("en") + engine = NewStrategyEngine(&defaultConfig) } - // 1. Fetch market data using strategy config (key: use multiple timeframes) + // 1. Fetch market data using strategy config if len(ctx.MarketDataMap) == 0 { if err := fetchMarketDataWithStrategy(ctx, engine); err != nil { return nil, fmt.Errorf("failed to fetch market data: %w", err) @@ -169,7 +241,6 @@ func GetFullDecisionWithStrategy(ctx *Context, mcpClient mcp.AIClient, engine *S // Ensure OITopDataMap is initialized if ctx.OITopDataMap == nil { ctx.OITopDataMap = make(map[string]*OITopData) - // Load OI Top data oiPositions, err := pool.GetOITopPositions() if err == nil { for _, pos := range oiPositions { @@ -189,7 +260,7 @@ func GetFullDecisionWithStrategy(ctx *Context, mcpClient mcp.AIClient, engine *S riskConfig := engine.GetRiskControlConfig() systemPrompt := engine.BuildSystemPrompt(ctx.Account.TotalEquity, variant) - // 3. Build User Prompt using strategy engine (including multi-timeframe data) + // 3. Build User Prompt using strategy engine userPrompt := engine.BuildUserPrompt(ctx) // 4. Call AI API @@ -213,7 +284,7 @@ func GetFullDecisionWithStrategy(ctx *Context, mcpClient mcp.AIClient, engine *S decision.SystemPrompt = systemPrompt decision.UserPrompt = userPrompt decision.AIRequestDurationMs = aiCallDuration.Milliseconds() - decision.RawResponse = aiResponse // Save raw response for debugging + decision.RawResponse = aiResponse } if err != nil { @@ -223,13 +294,15 @@ func GetFullDecisionWithStrategy(ctx *Context, mcpClient mcp.AIClient, engine *S return decision, nil } +// ============================================================================ +// Market Data Fetching +// ============================================================================ + // fetchMarketDataWithStrategy fetches market data using strategy config (multiple timeframes) -// Fully implemented according to api/strategy.go handleStrategyTestRun logic func fetchMarketDataWithStrategy(ctx *Context, engine *StrategyEngine) error { config := engine.GetConfig() ctx.MarketDataMap = make(map[string]*market.Data) - // Get timeframe configuration (fully consistent with api/strategy.go logic) timeframes := config.Indicators.Klines.SelectedTimeframes primaryTimeframe := config.Indicators.Klines.PrimaryTimeframe klineCount := config.Indicators.Klines.PrimaryCount @@ -264,18 +337,15 @@ func fetchMarketDataWithStrategy(ctx *Context, engine *StrategyEngine) error { ctx.MarketDataMap[pos.Symbol] = data } - // 2. Fetch data for all candidate coins (fully consistent with api/strategy.go, no quantity limit) - // Position coin set (used to determine whether to skip OI check) + // 2. Fetch data for all candidate coins positionSymbols := make(map[string]bool) for _, pos := range ctx.Positions { positionSymbols[pos.Symbol] = true } - // OI liquidity filter threshold (million USD) const minOIThresholdMillions = 15.0 // 15M USD minimum open interest value for _, coin := range ctx.CandidateCoins { - // Skip already fetched position coins if _, exists := ctx.MarketDataMap[coin.Symbol]; exists { continue } @@ -286,16 +356,14 @@ func fetchMarketDataWithStrategy(ctx *Context, engine *StrategyEngine) error { continue } - // Liquidity filter: skip coins with OI value below threshold (both long and short) - // But existing positions must be retained (need to decide whether to close) + // Liquidity filter isExistingPosition := positionSymbols[coin.Symbol] if !isExistingPosition && data.OpenInterest != nil && data.CurrentPrice > 0 { - // Calculate OI value (USD) = OI quantity × current price oiValue := data.OpenInterest.Latest * data.CurrentPrice - oiValueInMillions := oiValue / 1_000_000 // Convert to million USD + oiValueInMillions := oiValue / 1_000_000 if oiValueInMillions < minOIThresholdMillions { - logger.Infof("⚠️ %s OI value too low (%.2fM USD < %.1fM), skipping coin [OI:%.0f × Price:%.4f]", - coin.Symbol, oiValueInMillions, minOIThresholdMillions, data.OpenInterest.Latest, data.CurrentPrice) + logger.Infof("⚠️ %s OI value too low (%.2fM USD < %.1fM), skipping coin", + coin.Symbol, oiValueInMillions, minOIThresholdMillions) continue } } @@ -303,292 +371,467 @@ func fetchMarketDataWithStrategy(ctx *Context, engine *StrategyEngine) error { ctx.MarketDataMap[coin.Symbol] = data } - logger.Infof("📊 Successfully fetched multi-timeframe market data for %d coins (low liquidity coins filtered)", len(ctx.MarketDataMap)) + logger.Infof("📊 Successfully fetched multi-timeframe market data for %d coins", len(ctx.MarketDataMap)) return nil } -// GetFullDecisionWithCustomPrompt gets AI's complete trading decision (supports custom prompt and template selection) -func GetFullDecisionWithCustomPrompt(ctx *Context, mcpClient mcp.AIClient, customPrompt string, overrideBase bool, templateName string) (*FullDecision, error) { - if ctx == nil { - return nil, fmt.Errorf("context is nil") +// ============================================================================ +// Candidate Coins +// ============================================================================ + +// GetCandidateCoins gets candidate coins based on strategy configuration +func (e *StrategyEngine) GetCandidateCoins() ([]CandidateCoin, error) { + var candidates []CandidateCoin + symbolSources := make(map[string][]string) + + coinSource := e.config.CoinSource + + if coinSource.CoinPoolAPIURL != "" { + pool.SetCoinPoolAPI(coinSource.CoinPoolAPIURL) + } + if coinSource.OITopAPIURL != "" { + pool.SetOITopAPI(coinSource.OITopAPIURL) } - // 1. Fetch market data for all coins (if already provided by upper layer, no need to re-fetch) - if len(ctx.MarketDataMap) == 0 { - if err := fetchMarketDataForContext(ctx); err != nil { - return nil, fmt.Errorf("failed to fetch market data: %w", err) + switch coinSource.SourceType { + case "static": + for _, symbol := range coinSource.StaticCoins { + symbol = market.Normalize(symbol) + candidates = append(candidates, CandidateCoin{ + Symbol: symbol, + Sources: []string{"static"}, + }) } - } else if ctx.OITopDataMap == nil { - // Ensure OI data mapping is initialized to avoid null pointer access later - ctx.OITopDataMap = make(map[string]*OITopData) + return candidates, nil + + case "coinpool": + return e.getCoinPoolCoins(coinSource.CoinPoolLimit) + + case "oi_top": + return e.getOITopCoins(coinSource.OITopLimit) + + case "mixed": + if coinSource.UseCoinPool { + poolCoins, err := e.getCoinPoolCoins(coinSource.CoinPoolLimit) + if err != nil { + logger.Infof("⚠️ Failed to get AI500 coin pool: %v", err) + } else { + for _, coin := range poolCoins { + symbolSources[coin.Symbol] = append(symbolSources[coin.Symbol], "ai500") + } + } + } + + if coinSource.UseOITop { + oiCoins, err := e.getOITopCoins(coinSource.OITopLimit) + if err != nil { + logger.Infof("⚠️ Failed to get OI Top: %v", err) + } else { + for _, coin := range oiCoins { + symbolSources[coin.Symbol] = append(symbolSources[coin.Symbol], "oi_top") + } + } + } + + for _, symbol := range coinSource.StaticCoins { + symbol = market.Normalize(symbol) + if _, exists := symbolSources[symbol]; !exists { + symbolSources[symbol] = []string{"static"} + } else { + symbolSources[symbol] = append(symbolSources[symbol], "static") + } + } + + for symbol, sources := range symbolSources { + candidates = append(candidates, CandidateCoin{ + Symbol: symbol, + Sources: sources, + }) + } + return candidates, nil + + default: + return nil, fmt.Errorf("unknown coin source type: %s", coinSource.SourceType) } - - // 2. Build System Prompt (fixed rules) and User Prompt (dynamic data) - systemPrompt := buildSystemPromptWithCustom( - ctx.Account.TotalEquity, - ctx.BTCETHLeverage, - ctx.AltcoinLeverage, - customPrompt, - overrideBase, - templateName, - ctx.PromptVariant, - ) - userPrompt := buildUserPrompt(ctx) - - // 3. Call AI API (using system + user prompt) - aiCallStart := time.Now() - aiResponse, err := mcpClient.CallWithMessages(systemPrompt, userPrompt) - aiCallDuration := time.Since(aiCallStart) - if err != nil { - return nil, fmt.Errorf("AI API call failed: %w", err) - } - - // 4. Parse AI response - decision, err := parseFullDecisionResponse(aiResponse, ctx.Account.TotalEquity, ctx.BTCETHLeverage, ctx.AltcoinLeverage) - - // Save SystemPrompt and UserPrompt regardless of error (for debugging and troubleshooting unexecuted decisions) - if decision != nil { - decision.Timestamp = time.Now() - decision.SystemPrompt = systemPrompt // Save system prompt - decision.UserPrompt = userPrompt // Save input prompt - decision.AIRequestDurationMs = aiCallDuration.Milliseconds() - decision.RawResponse = aiResponse // Save raw response for debugging - } - - if err != nil { - return decision, fmt.Errorf("failed to parse AI response: %w", err) - } - - return decision, nil } -// fetchMarketDataForContext fetches market data and OI data for all coins in context -func fetchMarketDataForContext(ctx *Context) error { - ctx.MarketDataMap = make(map[string]*market.Data) - ctx.OITopDataMap = make(map[string]*OITopData) - - // Collect all symbols that need data - symbolSet := make(map[string]bool) - - // 1. Prioritize fetching position coin data (this is required) - for _, pos := range ctx.Positions { - symbolSet[pos.Symbol] = true +func (e *StrategyEngine) getCoinPoolCoins(limit int) ([]CandidateCoin, error) { + if limit <= 0 { + limit = 30 } - // 2. Candidate coin count dynamically adjusted based on account status - maxCandidates := calculateMaxCandidates(ctx) - for i, coin := range ctx.CandidateCoins { - if i >= maxCandidates { + symbols, err := pool.GetTopRatedCoins(limit) + if err != nil { + return nil, err + } + + var candidates []CandidateCoin + for _, symbol := range symbols { + candidates = append(candidates, CandidateCoin{ + Symbol: symbol, + Sources: []string{"ai500"}, + }) + } + return candidates, nil +} + +func (e *StrategyEngine) getOITopCoins(limit int) ([]CandidateCoin, error) { + if limit <= 0 { + limit = 20 + } + + positions, err := pool.GetOITopPositions() + if err != nil { + return nil, err + } + + var candidates []CandidateCoin + for i, pos := range positions { + if i >= limit { break } - symbolSet[coin.Symbol] = true + symbol := market.Normalize(pos.Symbol) + candidates = append(candidates, CandidateCoin{ + Symbol: symbol, + Sources: []string{"oi_top"}, + }) } + return candidates, nil +} - // Fetch market data concurrently - // Position coin set (used to determine whether to skip OI check) - positionSymbols := make(map[string]bool) - for _, pos := range ctx.Positions { - positionSymbols[pos.Symbol] = true - } +// ============================================================================ +// External & Quant Data +// ============================================================================ - for symbol := range symbolSet { - data, err := market.Get(symbol) +// FetchMarketData fetches market data based on strategy configuration +func (e *StrategyEngine) FetchMarketData(symbol string) (*market.Data, error) { + return market.Get(symbol) +} + +// FetchExternalData fetches external data sources +func (e *StrategyEngine) FetchExternalData() (map[string]interface{}, error) { + externalData := make(map[string]interface{}) + + for _, source := range e.config.Indicators.ExternalDataSources { + data, err := e.fetchSingleExternalSource(source) if err != nil { - // Single coin failure doesn't affect overall, just log error + logger.Infof("⚠️ Failed to fetch external data source [%s]: %v", source.Name, err) continue } - - // Liquidity filter: skip coins with OI value below threshold (both long and short) - // OI value = OI quantity × current price - // But existing positions must be retained (need to decide whether to close) - // OI threshold configuration: users can adjust based on risk preference - const minOIThresholdMillions = 15.0 // Adjustable: 15M(conservative) / 10M(balanced) / 8M(loose) / 5M(aggressive) - - isExistingPosition := positionSymbols[symbol] - if !isExistingPosition && data.OpenInterest != nil && data.CurrentPrice > 0 { - // Calculate OI value (USD) = OI quantity × current price - oiValue := data.OpenInterest.Latest * data.CurrentPrice - oiValueInMillions := oiValue / 1_000_000 // Convert to million USD - if oiValueInMillions < minOIThresholdMillions { - logger.Infof("⚠️ %s OI value too low (%.2fM USD < %.1fM), skipping coin [OI:%.0f × Price:%.4f]", - symbol, oiValueInMillions, minOIThresholdMillions, data.OpenInterest.Latest, data.CurrentPrice) - continue - } - } - - ctx.MarketDataMap[symbol] = data + externalData[source.Name] = data } - // Load OI Top data (doesn't affect main flow) - oiPositions, err := pool.GetOITopPositions() - if err == nil { - for _, pos := range oiPositions { - // Normalize symbol matching - symbol := pos.Symbol - ctx.OITopDataMap[symbol] = &OITopData{ - Rank: pos.Rank, - OIDeltaPercent: pos.OIDeltaPercent, - OIDeltaValue: pos.OIDeltaValue, - PriceDeltaPercent: pos.PriceDeltaPercent, - NetLong: pos.NetLong, - NetShort: pos.NetShort, - } - } - } - - return nil + return externalData, nil } -// calculateMaxCandidates calculates the number of candidate coins to analyze based on account status -func calculateMaxCandidates(ctx *Context) int { - // Important: limit candidate coin count to avoid prompt being too large - // Dynamically adjust based on position count: fewer positions allow analyzing more candidates - const ( - maxCandidatesWhenEmpty = 30 // Max 30 candidates when no positions - maxCandidatesWhenHolding1 = 25 // Max 25 candidates when holding 1 position - maxCandidatesWhenHolding2 = 20 // Max 20 candidates when holding 2 positions - maxCandidatesWhenHolding3 = 15 // Max 15 candidates when holding 3 positions (avoid prompt being too large) - ) - - positionCount := len(ctx.Positions) - var maxCandidates int - - switch positionCount { - case 0: - maxCandidates = maxCandidatesWhenEmpty - case 1: - maxCandidates = maxCandidatesWhenHolding1 - case 2: - maxCandidates = maxCandidatesWhenHolding2 - default: // 3+ positions - maxCandidates = maxCandidatesWhenHolding3 +func (e *StrategyEngine) fetchSingleExternalSource(source store.ExternalDataSource) (interface{}, error) { + client := &http.Client{ + Timeout: time.Duration(source.RefreshSecs) * time.Second, + } + if client.Timeout == 0 { + client.Timeout = 30 * time.Second } - // Return the smaller value between actual candidate count and max limit - return min(len(ctx.CandidateCoins), maxCandidates) -} - -// buildSystemPromptWithCustom builds System Prompt with custom content -func buildSystemPromptWithCustom(accountEquity float64, btcEthLeverage, altcoinLeverage int, customPrompt string, overrideBase bool, templateName string, variant string) string { - // If override base prompt and has custom prompt, only use custom prompt - if overrideBase && customPrompt != "" { - return customPrompt - } - - // Get base prompt (using specified template) - basePrompt := buildSystemPrompt(accountEquity, btcEthLeverage, altcoinLeverage, templateName, variant) - - // If no custom prompt, directly return base prompt - if customPrompt == "" { - return basePrompt - } - - // Add custom prompt section to base prompt - var sb strings.Builder - sb.WriteString(basePrompt) - sb.WriteString("\n\n") - sb.WriteString("# 📌 Personalized Trading Strategy\n\n") - sb.WriteString(customPrompt) - sb.WriteString("\n\n") - sb.WriteString("Note: The above personalized strategy is a supplement to basic rules and cannot violate basic risk control principles.\n") - - return sb.String() -} - -// buildSystemPrompt builds System Prompt (using template + dynamic parts) -func buildSystemPrompt(accountEquity float64, btcEthLeverage, altcoinLeverage int, templateName string, variant string) string { - var sb strings.Builder - - // 1. Load prompt template (core trading strategy part) - if templateName == "" { - templateName = "default" // Default to using default template - } - - template, err := GetPromptTemplate(templateName) + req, err := http.NewRequest(source.Method, source.URL, nil) if err != nil { - // If template doesn't exist, log error and use default - logger.Infof("⚠️ Prompt template '%s' doesn't exist, using default: %v", templateName, err) - template, err = GetPromptTemplate("default") - if err != nil { - // If even default doesn't exist, use built-in simplified version - logger.Infof("❌ Cannot load any prompt template, using built-in simplified version") - sb.WriteString("You are a professional cryptocurrency trading AI. Please make trading decisions based on market data.\n\n") - } else { - sb.WriteString(template.Content) - sb.WriteString("\n\n") - } - } else { - sb.WriteString(template.Content) - sb.WriteString("\n\n") + return nil, err } - // 2. Trading mode variants + for k, v := range source.Headers { + req.Header.Set(k, v) + } + + resp, err := client.Do(req) + if err != nil { + return nil, err + } + defer resp.Body.Close() + + body, err := io.ReadAll(resp.Body) + if err != nil { + return nil, err + } + + var result interface{} + if err := json.Unmarshal(body, &result); err != nil { + return nil, err + } + + if source.DataPath != "" { + result = extractJSONPath(result, source.DataPath) + } + + return result, nil +} + +func extractJSONPath(data interface{}, path string) interface{} { + parts := strings.Split(path, ".") + current := data + + for _, part := range parts { + if m, ok := current.(map[string]interface{}); ok { + current = m[part] + } else { + return nil + } + } + + return current +} + +// FetchQuantData fetches quantitative data for a single coin +func (e *StrategyEngine) FetchQuantData(symbol string) (*QuantData, error) { + if !e.config.Indicators.EnableQuantData || e.config.Indicators.QuantDataAPIURL == "" { + return nil, nil + } + + apiURL := e.config.Indicators.QuantDataAPIURL + url := strings.Replace(apiURL, "{symbol}", symbol, -1) + + client := &http.Client{Timeout: 10 * time.Second} + resp, err := client.Get(url) + if err != nil { + return nil, fmt.Errorf("request failed: %w", err) + } + defer resp.Body.Close() + + if resp.StatusCode != http.StatusOK { + return nil, fmt.Errorf("HTTP status code: %d", resp.StatusCode) + } + + body, err := io.ReadAll(resp.Body) + if err != nil { + return nil, fmt.Errorf("failed to read response: %w", err) + } + + var apiResp struct { + Code int `json:"code"` + Data *QuantData `json:"data"` + } + + if err := json.Unmarshal(body, &apiResp); err != nil { + return nil, fmt.Errorf("failed to parse JSON: %w", err) + } + + if apiResp.Code != 0 { + return nil, fmt.Errorf("API returned error code: %d", apiResp.Code) + } + + return apiResp.Data, nil +} + +// FetchQuantDataBatch batch fetches quantitative data +func (e *StrategyEngine) FetchQuantDataBatch(symbols []string) map[string]*QuantData { + result := make(map[string]*QuantData) + + if !e.config.Indicators.EnableQuantData || e.config.Indicators.QuantDataAPIURL == "" { + return result + } + + for _, symbol := range symbols { + data, err := e.FetchQuantData(symbol) + if err != nil { + logger.Infof("⚠️ Failed to fetch quantitative data for %s: %v", symbol, err) + continue + } + if data != nil { + result[symbol] = data + } + } + + return result +} + +// ============================================================================ +// Prompt Building - System Prompt +// ============================================================================ + +// BuildSystemPrompt builds System Prompt according to strategy configuration +func (e *StrategyEngine) BuildSystemPrompt(accountEquity float64, variant string) string { + var sb strings.Builder + riskControl := e.config.RiskControl + promptSections := e.config.PromptSections + + // 1. Role definition (editable) + if promptSections.RoleDefinition != "" { + sb.WriteString(promptSections.RoleDefinition) + sb.WriteString("\n\n") + } else { + sb.WriteString("# You are a professional cryptocurrency trading AI\n\n") + sb.WriteString("Your task is to make trading decisions based on provided market data.\n\n") + } + + // 2. Trading mode variant switch strings.ToLower(strings.TrimSpace(variant)) { case "aggressive": - sb.WriteString("## Mode: Aggressive\n- Prioritize capturing trend breakouts, can build positions in batches when confidence ≥70\n- Allow higher positions, but must strictly set stop loss and explain profit/loss ratio\n\n") + sb.WriteString("## Mode: Aggressive\n- Prioritize capturing trend breakouts, can build positions in batches when confidence ≥ 70\n- Allow higher positions, but must strictly set stop-loss and explain risk-reward ratio\n\n") case "conservative": - sb.WriteString("## Mode: Conservative\n- Only open positions when multiple signals resonate\n- Prioritize holding cash, must pause for multiple periods after consecutive losses\n\n") + sb.WriteString("## Mode: Conservative\n- Only open positions when multiple signals resonate\n- Prioritize cash preservation, must pause for multiple periods after consecutive losses\n\n") case "scalping": - sb.WriteString("## Mode: Scalping\n- Focus on short-term momentum, target smaller profits but require swift action\n- If price doesn't move as expected within two bars, immediately reduce position or stop loss\n\n") + sb.WriteString("## Mode: Scalping\n- Focus on short-term momentum, smaller profit targets but require quick action\n- If price doesn't move as expected within two bars, immediately reduce position or stop-loss\n\n") } // 3. Hard constraints (risk control) + btcEthPosValueRatio := riskControl.BTCETHMaxPositionValueRatio + if btcEthPosValueRatio <= 0 { + btcEthPosValueRatio = 5.0 + } + altcoinPosValueRatio := riskControl.AltcoinMaxPositionValueRatio + if altcoinPosValueRatio <= 0 { + altcoinPosValueRatio = 1.0 + } + sb.WriteString("# Hard Constraints (Risk Control)\n\n") - sb.WriteString("1. Risk/reward ratio: Must be ≥ 1:3 (risk 1% to earn 3%+ profit)\n") - sb.WriteString("2. Max positions: 3 coins (quality > quantity)\n") - sb.WriteString(fmt.Sprintf("3. Single coin position: Altcoins %.0f-%.0f U | BTC/ETH %.0f-%.0f U\n", - accountEquity*0.8, accountEquity*1.5, accountEquity*5, accountEquity*10)) - sb.WriteString(fmt.Sprintf("4. Leverage limit: **Altcoins max %dx leverage** | **BTC/ETH max %dx leverage**\n", altcoinLeverage, btcEthLeverage)) - sb.WriteString("5. Margin usage rate ≤ 90%%\n") - sb.WriteString("6. Opening amount: Recommended ≥12 USDT (exchange minimum notional value 10 USDT + safety margin)\n\n") + sb.WriteString("## CODE ENFORCED (Backend validation, cannot be bypassed):\n") + sb.WriteString(fmt.Sprintf("- Max Positions: %d coins simultaneously\n", riskControl.MaxPositions)) + sb.WriteString(fmt.Sprintf("- Position Value Limit (Altcoins): max %.0f USDT (= equity %.0f × %.1fx)\n", + accountEquity*altcoinPosValueRatio, accountEquity, altcoinPosValueRatio)) + sb.WriteString(fmt.Sprintf("- Position Value Limit (BTC/ETH): max %.0f USDT (= equity %.0f × %.1fx)\n", + accountEquity*btcEthPosValueRatio, accountEquity, btcEthPosValueRatio)) + sb.WriteString(fmt.Sprintf("- Max Margin Usage: ≤%.0f%%\n", riskControl.MaxMarginUsage*100)) + sb.WriteString(fmt.Sprintf("- Min Position Size: ≥%.0f USDT\n\n", riskControl.MinPositionSize)) - // 4. Trading frequency and signal quality - sb.WriteString("# ⏱️ Trading Frequency Awareness\n\n") - sb.WriteString("- Excellent traders: 2-4 trades/day ≈ 0.1-0.2 trades/hour\n") - sb.WriteString("- >2 trades/hour = overtrading\n") - sb.WriteString("- Single position holding time ≥30-60 minutes\n") - sb.WriteString("If you find yourself trading every period → standards too low; if closing position <30 minutes → too impatient.\n\n") + sb.WriteString("## AI GUIDED (Recommended, you should follow):\n") + sb.WriteString(fmt.Sprintf("- Trading Leverage: Altcoins max %dx | BTC/ETH max %dx\n", + riskControl.AltcoinMaxLeverage, riskControl.BTCETHMaxLeverage)) + sb.WriteString(fmt.Sprintf("- Risk-Reward Ratio: ≥1:%.1f (take_profit / stop_loss)\n", riskControl.MinRiskRewardRatio)) + sb.WriteString(fmt.Sprintf("- Min Confidence: ≥%d to open position\n\n", riskControl.MinConfidence)) - sb.WriteString("# 🎯 Opening Standards (Strict)\n\n") - sb.WriteString("Only open positions when multiple signals resonate. You have:\n") - sb.WriteString("- 3-minute price series + 4-hour K-line series\n") - sb.WriteString("- EMA20 / MACD / RSI7 / RSI14 indicator series\n") - sb.WriteString("- Volume, open interest (OI), funding rate and other fund flow series\n") - sb.WriteString("- AI500 / OI_Top screening tags (if any)\n\n") - sb.WriteString("Freely use any effective analysis method, but **confidence ≥75** required to open positions; avoid low-quality behaviors such as single indicators, contradictory signals, sideways consolidation, reopening immediately after closing, etc.\n\n") + // 4. Trading frequency (editable) + if promptSections.TradingFrequency != "" { + sb.WriteString(promptSections.TradingFrequency) + sb.WriteString("\n\n") + } else { + sb.WriteString("# ⏱️ Trading Frequency Awareness\n\n") + sb.WriteString("- Excellent traders: 2-4 trades/day ≈ 0.1-0.2 trades/hour\n") + sb.WriteString("- >2 trades/hour = Overtrading\n") + sb.WriteString("- Single position hold time ≥ 30-60 minutes\n") + sb.WriteString("If you find yourself trading every period → standards too low; if closing positions < 30 minutes → too impatient.\n\n") + } - // 5. Decision process tips - sb.WriteString("# 📋 Decision Process\n\n") - sb.WriteString("1. Check positions → Should take profit/stop loss?\n") - sb.WriteString("2. Scan candidate coins + multi-timeframe → Any strong signals?\n") - sb.WriteString("3. Write reasoning chain first, then output structured JSON\n\n") + // 5. Entry standards (editable) + if promptSections.EntryStandards != "" { + sb.WriteString(promptSections.EntryStandards) + sb.WriteString("\n\nYou have the following indicator data:\n") + e.writeAvailableIndicators(&sb) + sb.WriteString(fmt.Sprintf("\n**Confidence ≥ %d** required to open positions.\n\n", riskControl.MinConfidence)) + } else { + sb.WriteString("# 🎯 Entry Standards (Strict)\n\n") + sb.WriteString("Only open positions when multiple signals resonate. You have:\n") + e.writeAvailableIndicators(&sb) + sb.WriteString(fmt.Sprintf("\nFeel free to use any effective analysis method, but **confidence ≥ %d** required to open positions; avoid low-quality behaviors such as single indicators, contradictory signals, sideways consolidation, reopening immediately after closing, etc.\n\n", riskControl.MinConfidence)) + } - // 7. Output format - dynamically generated + // 6. Decision process (editable) + if promptSections.DecisionProcess != "" { + sb.WriteString(promptSections.DecisionProcess) + sb.WriteString("\n\n") + } else { + sb.WriteString("# 📋 Decision Process\n\n") + sb.WriteString("1. Check positions → Should we take profit/stop-loss\n") + sb.WriteString("2. Scan candidate coins + multi-timeframe → Are there strong signals\n") + sb.WriteString("3. Write chain of thought first, then output structured JSON\n\n") + } + + // 7. Output format sb.WriteString("# Output Format (Strictly Follow)\n\n") - sb.WriteString("**Must use XML tags and to separate reasoning chain and decision JSON, avoid parsing errors**\n\n") + sb.WriteString("**Must use XML tags and to separate chain of thought and decision JSON, avoiding parsing errors**\n\n") sb.WriteString("## Format Requirements\n\n") sb.WriteString("\n") - sb.WriteString("Your reasoning chain analysis...\n") - sb.WriteString("- Concisely analyze your thought process \n") + sb.WriteString("Your chain of thought analysis...\n") + sb.WriteString("- Briefly analyze your thinking process \n") sb.WriteString("\n\n") sb.WriteString("\n") sb.WriteString("Step 2: JSON decision array\n\n") sb.WriteString("```json\n[\n") - sb.WriteString(fmt.Sprintf(" {\"symbol\": \"BTCUSDT\", \"action\": \"open_short\", \"leverage\": %d, \"position_size_usd\": %.0f, \"stop_loss\": 97000, \"take_profit\": 91000, \"confidence\": 85, \"risk_usd\": 300},\n", btcEthLeverage, accountEquity*5)) + sb.WriteString(fmt.Sprintf(" {\"symbol\": \"BTCUSDT\", \"action\": \"open_short\", \"leverage\": %d, \"position_size_usd\": %.0f, \"stop_loss\": 97000, \"take_profit\": 91000, \"confidence\": 85, \"risk_usd\": 300},\n", + riskControl.BTCETHMaxLeverage, accountEquity*5)) sb.WriteString(" {\"symbol\": \"ETHUSDT\", \"action\": \"close_long\"}\n") sb.WriteString("]\n```\n") sb.WriteString("\n\n") - sb.WriteString("## Field Descriptions\n\n") + sb.WriteString("## Field Description\n\n") sb.WriteString("- `action`: open_long | open_short | close_long | close_short | hold | wait\n") - sb.WriteString("- `confidence`: 0-100 (opening recommended ≥75)\n") - sb.WriteString("- Required for opening: leverage, position_size_usd, stop_loss, take_profit, confidence, risk_usd\n") + sb.WriteString(fmt.Sprintf("- `confidence`: 0-100 (opening recommended ≥ %d)\n", riskControl.MinConfidence)) + sb.WriteString("- Required when opening: leverage, position_size_usd, stop_loss, take_profit, confidence, risk_usd\n") sb.WriteString("- **IMPORTANT**: All numeric values must be calculated numbers, NOT formulas/expressions (e.g., use `27.76` not `3000 * 0.01`)\n\n") + // 8. Custom Prompt + if e.config.CustomPrompt != "" { + sb.WriteString("# 📌 Personalized Trading Strategy\n\n") + sb.WriteString(e.config.CustomPrompt) + sb.WriteString("\n\n") + sb.WriteString("Note: The above personalized strategy is a supplement to the basic rules and cannot violate the basic risk control principles.\n") + } + return sb.String() } -// buildUserPrompt builds User Prompt (dynamic data) -func buildUserPrompt(ctx *Context) string { +func (e *StrategyEngine) writeAvailableIndicators(sb *strings.Builder) { + indicators := e.config.Indicators + kline := indicators.Klines + + sb.WriteString(fmt.Sprintf("- %s price series", kline.PrimaryTimeframe)) + if kline.EnableMultiTimeframe { + sb.WriteString(fmt.Sprintf(" + %s K-line series\n", kline.LongerTimeframe)) + } else { + sb.WriteString("\n") + } + + if indicators.EnableEMA { + sb.WriteString("- EMA indicators") + if len(indicators.EMAPeriods) > 0 { + sb.WriteString(fmt.Sprintf(" (periods: %v)", indicators.EMAPeriods)) + } + sb.WriteString("\n") + } + + if indicators.EnableMACD { + sb.WriteString("- MACD indicators\n") + } + + if indicators.EnableRSI { + sb.WriteString("- RSI indicators") + if len(indicators.RSIPeriods) > 0 { + sb.WriteString(fmt.Sprintf(" (periods: %v)", indicators.RSIPeriods)) + } + sb.WriteString("\n") + } + + if indicators.EnableATR { + sb.WriteString("- ATR indicators") + if len(indicators.ATRPeriods) > 0 { + sb.WriteString(fmt.Sprintf(" (periods: %v)", indicators.ATRPeriods)) + } + sb.WriteString("\n") + } + + if indicators.EnableVolume { + sb.WriteString("- Volume data\n") + } + + if indicators.EnableOI { + sb.WriteString("- Open Interest (OI) data\n") + } + + if indicators.EnableFundingRate { + sb.WriteString("- Funding rate\n") + } + + if len(e.config.CoinSource.StaticCoins) > 0 || e.config.CoinSource.UseCoinPool || e.config.CoinSource.UseOITop { + sb.WriteString("- AI500 / OI_Top filter tags (if available)\n") + } + + if indicators.EnableQuantData { + sb.WriteString("- Quantitative data (institutional/retail fund flow, position changes, multi-period price changes)\n") + } +} + +// ============================================================================ +// Prompt Building - User Prompt +// ============================================================================ + +// BuildUserPrompt builds User Prompt based on strategy configuration +func (e *StrategyEngine) BuildUserPrompt(ctx *Context) string { var sb strings.Builder // System status @@ -602,7 +845,7 @@ func buildUserPrompt(ctx *Context) string { btcData.CurrentMACD, btcData.CurrentRSI7)) } - // Account + // Account information sb.WriteString(fmt.Sprintf("Account: Equity %.2f | Balance %.2f (%.1f%%) | PnL %+.2f%% | Margin %.1f%% | Positions %d\n\n", ctx.Account.TotalEquity, ctx.Account.AvailableBalance, @@ -611,75 +854,34 @@ func buildUserPrompt(ctx *Context) string { ctx.Account.MarginUsedPct, ctx.Account.PositionCount)) - // Positions (complete market data) + // Position information if len(ctx.Positions) > 0 { sb.WriteString("## Current Positions\n") for i, pos := range ctx.Positions { - // Calculate holding duration - holdingDuration := "" - if pos.UpdateTime > 0 { - durationMs := time.Now().UnixMilli() - pos.UpdateTime - durationMin := durationMs / (1000 * 60) // Convert to minutes - if durationMin < 60 { - holdingDuration = fmt.Sprintf(" | Holding %d mins", durationMin) - } else { - durationHour := durationMin / 60 - durationMinRemainder := durationMin % 60 - holdingDuration = fmt.Sprintf(" | Holding %dh %dm", durationHour, durationMinRemainder) - } - } - - // Calculate position value - positionValue := math.Abs(pos.Quantity) * pos.MarkPrice - - sb.WriteString(fmt.Sprintf("%d. %s %s | Entry %.4f Current %.4f | Qty %.4f | Value %.2f USDT | PnL %+.2f%% | PnL Amount %+.2f USDT | Peak PnL %.2f%% | Leverage %dx | Margin %.0f | Liq %.4f%s\n\n", - i+1, pos.Symbol, strings.ToUpper(pos.Side), - pos.EntryPrice, pos.MarkPrice, pos.Quantity, positionValue, pos.UnrealizedPnLPct, pos.UnrealizedPnL, pos.PeakPnLPct, - pos.Leverage, pos.MarginUsed, pos.LiquidationPrice, holdingDuration)) - - // Use FormatMarketData to output complete market data - if marketData, ok := ctx.MarketDataMap[pos.Symbol]; ok { - sb.WriteString(market.Format(marketData)) - sb.WriteString("\n") - } + sb.WriteString(e.formatPositionInfo(i+1, pos, ctx)) } } else { sb.WriteString("Current Positions: None\n\n") } - // Trading statistics (if any) - if ctx.TradingStats != nil && ctx.TradingStats.TotalTrades > 0 { - sb.WriteString("## Historical Trading Statistics\n") - sb.WriteString(fmt.Sprintf("Total Trades: %d | Win Rate: %.1f%% | Profit Factor: %.2f | Sharpe Ratio: %.2f\n", - ctx.TradingStats.TotalTrades, - ctx.TradingStats.WinRate, - ctx.TradingStats.ProfitFactor, - ctx.TradingStats.SharpeRatio)) - sb.WriteString(fmt.Sprintf("Total PnL: %.2f USDT | Avg Win: %.2f | Avg Loss: %.2f | Max Drawdown: %.1f%%\n\n", - ctx.TradingStats.TotalPnL, - ctx.TradingStats.AvgWin, - ctx.TradingStats.AvgLoss, - ctx.TradingStats.MaxDrawdownPct)) - } - - // Recently completed orders (if any) + // Recently completed orders if len(ctx.RecentOrders) > 0 { - sb.WriteString("## Recently Completed Trades\n") + sb.WriteString("## Recent Completed Trades\n") for i, order := range ctx.RecentOrders { resultStr := "Profit" if order.RealizedPnL < 0 { resultStr = "Loss" } - sb.WriteString(fmt.Sprintf("%d. %s %s | Entry %.4f Exit %.4f | %s: %+.2f USDT (%+.2f%%) | %s\n", + sb.WriteString(fmt.Sprintf("%d. %s %s | Entry %.4f Exit %.4f | %s: %+.2f USDT (%+.2f%%) | %s→%s (%s)\n", i+1, order.Symbol, order.Side, order.EntryPrice, order.ExitPrice, resultStr, order.RealizedPnL, order.PnLPct, - order.FilledAt)) + order.EntryTime, order.ExitTime, order.HoldDuration)) } sb.WriteString("\n") } - // Candidate coins (complete market data) + // Candidate coins sb.WriteString(fmt.Sprintf("## Candidate Coins (%d coins)\n\n", len(ctx.MarketDataMap))) displayedCount := 0 for _, coin := range ctx.CandidateCoins { @@ -689,32 +891,362 @@ func buildUserPrompt(ctx *Context) string { } displayedCount++ - sourceTags := "" - if len(coin.Sources) > 1 { - sourceTags = " (AI500+OI_Top dual signal)" - } else if len(coin.Sources) == 1 && coin.Sources[0] == "oi_top" { - sourceTags = " (OI_Top growing)" - } - - // Use FormatMarketData to output complete market data + sourceTags := e.formatCoinSourceTag(coin.Sources) sb.WriteString(fmt.Sprintf("### %d. %s%s\n\n", displayedCount, coin.Symbol, sourceTags)) - sb.WriteString(market.Format(marketData)) + sb.WriteString(e.formatMarketData(marketData)) + + if ctx.QuantDataMap != nil { + if quantData, hasQuant := ctx.QuantDataMap[coin.Symbol]; hasQuant { + sb.WriteString(e.formatQuantData(quantData)) + } + } sb.WriteString("\n") } sb.WriteString("\n") sb.WriteString("---\n\n") - sb.WriteString("Now please analyze and output decision (reasoning chain + JSON)\n") + sb.WriteString("Now please analyze and output your decision (Chain of Thought + JSON)\n") return sb.String() } -// parseFullDecisionResponse parses AI's complete decision response +func (e *StrategyEngine) formatPositionInfo(index int, pos PositionInfo, ctx *Context) string { + var sb strings.Builder + + holdingDuration := "" + if pos.UpdateTime > 0 { + durationMs := time.Now().UnixMilli() - pos.UpdateTime + durationMin := durationMs / (1000 * 60) + if durationMin < 60 { + holdingDuration = fmt.Sprintf(" | Holding Duration %d min", durationMin) + } else { + durationHour := durationMin / 60 + durationMinRemainder := durationMin % 60 + holdingDuration = fmt.Sprintf(" | Holding Duration %dh %dm", durationHour, durationMinRemainder) + } + } + + positionValue := pos.Quantity * pos.MarkPrice + if positionValue < 0 { + positionValue = -positionValue + } + + sb.WriteString(fmt.Sprintf("%d. %s %s | Entry %.4f Current %.4f | Qty %.4f | Position Value %.2f USDT | PnL%+.2f%% | PnL Amount%+.2f USDT | Peak PnL%.2f%% | Leverage %dx | Margin %.0f | Liq Price %.4f%s\n\n", + index, pos.Symbol, strings.ToUpper(pos.Side), + pos.EntryPrice, pos.MarkPrice, pos.Quantity, positionValue, pos.UnrealizedPnLPct, pos.UnrealizedPnL, pos.PeakPnLPct, + pos.Leverage, pos.MarginUsed, pos.LiquidationPrice, holdingDuration)) + + if marketData, ok := ctx.MarketDataMap[pos.Symbol]; ok { + sb.WriteString(e.formatMarketData(marketData)) + + if ctx.QuantDataMap != nil { + if quantData, hasQuant := ctx.QuantDataMap[pos.Symbol]; hasQuant { + sb.WriteString(e.formatQuantData(quantData)) + } + } + sb.WriteString("\n") + } + + return sb.String() +} + +func (e *StrategyEngine) formatCoinSourceTag(sources []string) string { + if len(sources) > 1 { + return " (AI500+OI_Top dual signal)" + } else if len(sources) == 1 { + switch sources[0] { + case "ai500": + return " (AI500)" + case "oi_top": + return " (OI_Top position growth)" + case "static": + return " (Manual selection)" + } + } + return "" +} + +// ============================================================================ +// Market Data Formatting +// ============================================================================ + +func (e *StrategyEngine) formatMarketData(data *market.Data) string { + var sb strings.Builder + indicators := e.config.Indicators + + sb.WriteString(fmt.Sprintf("current_price = %.4f", data.CurrentPrice)) + + if indicators.EnableEMA { + sb.WriteString(fmt.Sprintf(", current_ema20 = %.3f", data.CurrentEMA20)) + } + + if indicators.EnableMACD { + sb.WriteString(fmt.Sprintf(", current_macd = %.3f", data.CurrentMACD)) + } + + if indicators.EnableRSI { + sb.WriteString(fmt.Sprintf(", current_rsi7 = %.3f", data.CurrentRSI7)) + } + + sb.WriteString("\n\n") + + if indicators.EnableOI || indicators.EnableFundingRate { + sb.WriteString(fmt.Sprintf("Additional data for %s:\n\n", data.Symbol)) + + if indicators.EnableOI && data.OpenInterest != nil { + sb.WriteString(fmt.Sprintf("Open Interest: Latest: %.2f Average: %.2f\n\n", + data.OpenInterest.Latest, data.OpenInterest.Average)) + } + + if indicators.EnableFundingRate { + sb.WriteString(fmt.Sprintf("Funding Rate: %.2e\n\n", data.FundingRate)) + } + } + + if len(data.TimeframeData) > 0 { + timeframeOrder := []string{"1m", "3m", "5m", "15m", "30m", "1h", "2h", "4h", "6h", "8h", "12h", "1d", "3d", "1w"} + for _, tf := range timeframeOrder { + if tfData, ok := data.TimeframeData[tf]; ok { + sb.WriteString(fmt.Sprintf("=== %s Timeframe (oldest → latest) ===\n\n", strings.ToUpper(tf))) + e.formatTimeframeSeriesData(&sb, tfData, indicators) + } + } + } else { + // Compatible with old data format + if data.IntradaySeries != nil { + klineConfig := indicators.Klines + sb.WriteString(fmt.Sprintf("Intraday series (%s intervals, oldest → latest):\n\n", klineConfig.PrimaryTimeframe)) + + if len(data.IntradaySeries.MidPrices) > 0 { + sb.WriteString(fmt.Sprintf("Mid prices: %s\n\n", formatFloatSlice(data.IntradaySeries.MidPrices))) + } + + if indicators.EnableEMA && len(data.IntradaySeries.EMA20Values) > 0 { + sb.WriteString(fmt.Sprintf("EMA indicators (20-period): %s\n\n", formatFloatSlice(data.IntradaySeries.EMA20Values))) + } + + if indicators.EnableMACD && len(data.IntradaySeries.MACDValues) > 0 { + sb.WriteString(fmt.Sprintf("MACD indicators: %s\n\n", formatFloatSlice(data.IntradaySeries.MACDValues))) + } + + if indicators.EnableRSI { + if len(data.IntradaySeries.RSI7Values) > 0 { + sb.WriteString(fmt.Sprintf("RSI indicators (7-Period): %s\n\n", formatFloatSlice(data.IntradaySeries.RSI7Values))) + } + if len(data.IntradaySeries.RSI14Values) > 0 { + sb.WriteString(fmt.Sprintf("RSI indicators (14-Period): %s\n\n", formatFloatSlice(data.IntradaySeries.RSI14Values))) + } + } + + if indicators.EnableVolume && len(data.IntradaySeries.Volume) > 0 { + sb.WriteString(fmt.Sprintf("Volume: %s\n\n", formatFloatSlice(data.IntradaySeries.Volume))) + } + + if indicators.EnableATR { + sb.WriteString(fmt.Sprintf("3m ATR (14-period): %.3f\n\n", data.IntradaySeries.ATR14)) + } + } + + if data.LongerTermContext != nil && indicators.Klines.EnableMultiTimeframe { + sb.WriteString(fmt.Sprintf("Longer-term context (%s timeframe):\n\n", indicators.Klines.LongerTimeframe)) + + if indicators.EnableEMA { + sb.WriteString(fmt.Sprintf("20-Period EMA: %.3f vs. 50-Period EMA: %.3f\n\n", + data.LongerTermContext.EMA20, data.LongerTermContext.EMA50)) + } + + if indicators.EnableATR { + sb.WriteString(fmt.Sprintf("3-Period ATR: %.3f vs. 14-Period ATR: %.3f\n\n", + data.LongerTermContext.ATR3, data.LongerTermContext.ATR14)) + } + + if indicators.EnableVolume { + sb.WriteString(fmt.Sprintf("Current Volume: %.3f vs. Average Volume: %.3f\n\n", + data.LongerTermContext.CurrentVolume, data.LongerTermContext.AverageVolume)) + } + + if indicators.EnableMACD && len(data.LongerTermContext.MACDValues) > 0 { + sb.WriteString(fmt.Sprintf("MACD indicators: %s\n\n", formatFloatSlice(data.LongerTermContext.MACDValues))) + } + + if indicators.EnableRSI && len(data.LongerTermContext.RSI14Values) > 0 { + sb.WriteString(fmt.Sprintf("RSI indicators (14-Period): %s\n\n", formatFloatSlice(data.LongerTermContext.RSI14Values))) + } + } + } + + return sb.String() +} + +func (e *StrategyEngine) formatTimeframeSeriesData(sb *strings.Builder, data *market.TimeframeSeriesData, indicators store.IndicatorConfig) { + if len(data.Klines) > 0 { + sb.WriteString("Time(UTC) Open High Low Close Volume\n") + for i, k := range data.Klines { + t := time.Unix(k.Time/1000, 0).UTC() + timeStr := t.Format("01-02 15:04") + marker := "" + if i == len(data.Klines)-1 { + marker = " <- current" + } + sb.WriteString(fmt.Sprintf("%-14s %-9.4f %-9.4f %-9.4f %-9.4f %-12.2f%s\n", + timeStr, k.Open, k.High, k.Low, k.Close, k.Volume, marker)) + } + sb.WriteString("\n") + } else if len(data.MidPrices) > 0 { + sb.WriteString(fmt.Sprintf("Mid prices: %s\n\n", formatFloatSlice(data.MidPrices))) + if indicators.EnableVolume && len(data.Volume) > 0 { + sb.WriteString(fmt.Sprintf("Volume: %s\n\n", formatFloatSlice(data.Volume))) + } + } + + if indicators.EnableEMA { + if len(data.EMA20Values) > 0 { + sb.WriteString(fmt.Sprintf("EMA20: %s\n", formatFloatSlice(data.EMA20Values))) + } + if len(data.EMA50Values) > 0 { + sb.WriteString(fmt.Sprintf("EMA50: %s\n", formatFloatSlice(data.EMA50Values))) + } + } + + if indicators.EnableMACD && len(data.MACDValues) > 0 { + sb.WriteString(fmt.Sprintf("MACD: %s\n", formatFloatSlice(data.MACDValues))) + } + + if indicators.EnableRSI { + if len(data.RSI7Values) > 0 { + sb.WriteString(fmt.Sprintf("RSI7: %s\n", formatFloatSlice(data.RSI7Values))) + } + if len(data.RSI14Values) > 0 { + sb.WriteString(fmt.Sprintf("RSI14: %s\n", formatFloatSlice(data.RSI14Values))) + } + } + + if indicators.EnableATR && data.ATR14 > 0 { + sb.WriteString(fmt.Sprintf("ATR14: %.4f\n", data.ATR14)) + } + + sb.WriteString("\n") +} + +func (e *StrategyEngine) formatQuantData(data *QuantData) string { + if data == nil { + return "" + } + + indicators := e.config.Indicators + if !indicators.EnableQuantOI && !indicators.EnableQuantNetflow { + return "" + } + + var sb strings.Builder + sb.WriteString("📊 Quantitative Data:\n") + + if len(data.PriceChange) > 0 { + sb.WriteString("Price Change: ") + timeframes := []string{"5m", "15m", "1h", "4h", "12h", "24h"} + parts := []string{} + for _, tf := range timeframes { + if v, ok := data.PriceChange[tf]; ok { + parts = append(parts, fmt.Sprintf("%s: %+.4f%%", tf, v*100)) + } + } + sb.WriteString(strings.Join(parts, " | ")) + sb.WriteString("\n") + } + + if indicators.EnableQuantNetflow && data.Netflow != nil { + sb.WriteString("Fund Flow (Netflow):\n") + timeframes := []string{"5m", "15m", "1h", "4h", "12h", "24h"} + + if data.Netflow.Institution != nil { + if data.Netflow.Institution.Future != nil && len(data.Netflow.Institution.Future) > 0 { + sb.WriteString(" Institutional Futures:\n") + for _, tf := range timeframes { + if v, ok := data.Netflow.Institution.Future[tf]; ok { + sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) + } + } + } + if data.Netflow.Institution.Spot != nil && len(data.Netflow.Institution.Spot) > 0 { + sb.WriteString(" Institutional Spot:\n") + for _, tf := range timeframes { + if v, ok := data.Netflow.Institution.Spot[tf]; ok { + sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) + } + } + } + } + + if data.Netflow.Personal != nil { + if data.Netflow.Personal.Future != nil && len(data.Netflow.Personal.Future) > 0 { + sb.WriteString(" Retail Futures:\n") + for _, tf := range timeframes { + if v, ok := data.Netflow.Personal.Future[tf]; ok { + sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) + } + } + } + if data.Netflow.Personal.Spot != nil && len(data.Netflow.Personal.Spot) > 0 { + sb.WriteString(" Retail Spot:\n") + for _, tf := range timeframes { + if v, ok := data.Netflow.Personal.Spot[tf]; ok { + sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) + } + } + } + } + } + + if indicators.EnableQuantOI && len(data.OI) > 0 { + for exchange, oiData := range data.OI { + if len(oiData.Delta) > 0 { + sb.WriteString(fmt.Sprintf("Open Interest (%s):\n", exchange)) + for _, tf := range []string{"5m", "15m", "1h", "4h", "12h", "24h"} { + if d, ok := oiData.Delta[tf]; ok { + sb.WriteString(fmt.Sprintf(" %s: %+.4f%% (%s)\n", tf, d.OIDeltaPercent, formatFlowValue(d.OIDeltaValue))) + } + } + } + } + } + + return sb.String() +} + +func formatFlowValue(v float64) string { + sign := "" + if v >= 0 { + sign = "+" + } + absV := v + if absV < 0 { + absV = -absV + } + if absV >= 1e9 { + return fmt.Sprintf("%s%.2fB", sign, v/1e9) + } else if absV >= 1e6 { + return fmt.Sprintf("%s%.2fM", sign, v/1e6) + } else if absV >= 1e3 { + return fmt.Sprintf("%s%.2fK", sign, v/1e3) + } + return fmt.Sprintf("%s%.2f", sign, v) +} + +func formatFloatSlice(values []float64) string { + strValues := make([]string, len(values)) + for i, v := range values { + strValues[i] = fmt.Sprintf("%.4f", v) + } + return "[" + strings.Join(strValues, ", ") + "]" +} + +// ============================================================================ +// AI Response Parsing +// ============================================================================ + func parseFullDecisionResponse(aiResponse string, accountEquity float64, btcEthLeverage, altcoinLeverage int) (*FullDecision, error) { - // 1. Extract chain of thought cotTrace := extractCoTTrace(aiResponse) - // 2. Extract JSON decision list decisions, err := extractDecisions(aiResponse) if err != nil { return &FullDecision{ @@ -723,7 +1255,6 @@ func parseFullDecisionResponse(aiResponse string, accountEquity float64, btcEthL }, fmt.Errorf("failed to extract decisions: %w", err) } - // 3. Validate decisions if err := validateDecisions(decisions, accountEquity, btcEthLeverage, altcoinLeverage); err != nil { return &FullDecision{ CoTTrace: cotTrace, @@ -737,60 +1268,46 @@ func parseFullDecisionResponse(aiResponse string, accountEquity float64, btcEthL }, nil } -// extractCoTTrace extracts chain of thought analysis func extractCoTTrace(response string) string { - // Method 1: Prioritize extracting tag content if match := reReasoningTag.FindStringSubmatch(response); match != nil && len(match) > 1 { logger.Infof("✓ Extracted reasoning chain using tag") return strings.TrimSpace(match[1]) } - // Method 2: If no tag but has tag, extract content before if decisionIdx := strings.Index(response, ""); decisionIdx > 0 { logger.Infof("✓ Extracted content before tag as reasoning chain") return strings.TrimSpace(response[:decisionIdx]) } - // Method 3: Fallback - find start position of JSON array jsonStart := strings.Index(response, "[") if jsonStart > 0 { logger.Infof("⚠️ Extracted reasoning chain using old format ([ character separator)") return strings.TrimSpace(response[:jsonStart]) } - // If no markers found, entire response is reasoning chain return strings.TrimSpace(response) } -// extractDecisions extracts JSON decision list func extractDecisions(response string) ([]Decision, error) { - // Pre-clean: remove zero-width/BOM s := removeInvisibleRunes(response) s = strings.TrimSpace(s) - - // Critical Fix: fix full-width characters before regex matching! - // Otherwise regex \[ cannot match full-width ［ s = fixMissingQuotes(s) - // Method 1: Prioritize extracting from tag var jsonPart string if match := reDecisionTag.FindStringSubmatch(s); match != nil && len(match) > 1 { jsonPart = strings.TrimSpace(match[1]) logger.Infof("✓ Extracted JSON using tag") } else { - // Fallback: use entire response jsonPart = s logger.Infof("⚠️ tag not found, searching JSON in full text") } - // Fix full-width characters in jsonPart jsonPart = fixMissingQuotes(jsonPart) - // 1) Prioritize extracting from ```json code block if m := reJSONFence.FindStringSubmatch(jsonPart); m != nil && len(m) > 1 { jsonContent := strings.TrimSpace(m[1]) - jsonContent = compactArrayOpen(jsonContent) // Normalize "[ {" to "[{" - jsonContent = fixMissingQuotes(jsonContent) // Second fix (prevent residual full-width after regex extraction) + jsonContent = compactArrayOpen(jsonContent) + jsonContent = fixMissingQuotes(jsonContent) if err := validateJSONFormat(jsonContent); err != nil { return nil, fmt.Errorf("JSON format validation failed: %w\nJSON content: %s\nFull response:\n%s", err, jsonContent, response) } @@ -801,20 +1318,15 @@ func extractDecisions(response string) ([]Decision, error) { return decisions, nil } - // 2) Fallback: search for first object array in full text - // Note: at this point jsonPart has already been processed by fixMissingQuotes(), full-width converted to half-width jsonContent := strings.TrimSpace(reJSONArray.FindString(jsonPart)) if jsonContent == "" { - // Safe Fallback: when AI only outputs reasoning without JSON, generate fallback decision (avoid system crash) logger.Infof("⚠️ [SafeFallback] AI didn't output JSON decision, entering safe wait mode") - // Extract reasoning summary (max 240 characters) cotSummary := jsonPart if len(cotSummary) > 240 { cotSummary = cotSummary[:240] + "..." } - // Generate fallback decision: all coins enter wait state fallbackDecision := Decision{ Symbol: "ALL", Action: "wait", @@ -824,16 +1336,13 @@ func extractDecisions(response string) ([]Decision, error) { return []Decision{fallbackDecision}, nil } - // Normalize format (full-width characters already fixed earlier) jsonContent = compactArrayOpen(jsonContent) - jsonContent = fixMissingQuotes(jsonContent) // Second fix (prevent residual full-width after regex extraction) + jsonContent = fixMissingQuotes(jsonContent) - // Validate JSON format (detect common errors) if err := validateJSONFormat(jsonContent); err != nil { return nil, fmt.Errorf("JSON format validation failed: %w\nJSON content: %s\nFull response:\n%s", err, jsonContent, response) } - // Parse JSON var decisions []Decision if err := json.Unmarshal([]byte(jsonContent), &decisions); err != nil { return nil, fmt.Errorf("JSON parsing failed: %w\nJSON content: %s", err, jsonContent) @@ -842,55 +1351,44 @@ func extractDecisions(response string) ([]Decision, error) { return decisions, nil } -// fixMissingQuotes replaces Chinese quotes and full-width characters with English quotes and half-width characters (avoid parsing failure due to AI outputting full-width JSON characters) func fixMissingQuotes(jsonStr string) string { - // Replace Chinese quotes - jsonStr = strings.ReplaceAll(jsonStr, "\u201c", "\"") // " - jsonStr = strings.ReplaceAll(jsonStr, "\u201d", "\"") // " - jsonStr = strings.ReplaceAll(jsonStr, "\u2018", "'") // ' - jsonStr = strings.ReplaceAll(jsonStr, "\u2019", "'") // ' + jsonStr = strings.ReplaceAll(jsonStr, "\u201c", "\"") + jsonStr = strings.ReplaceAll(jsonStr, "\u201d", "\"") + jsonStr = strings.ReplaceAll(jsonStr, "\u2018", "'") + jsonStr = strings.ReplaceAll(jsonStr, "\u2019", "'") - // Replace full-width brackets, colons, commas (prevent AI outputting full-width JSON characters) - jsonStr = strings.ReplaceAll(jsonStr, "［", "[") // U+FF3B full-width left square bracket - jsonStr = strings.ReplaceAll(jsonStr, "］", "]") // U+FF3D full-width right square bracket - jsonStr = strings.ReplaceAll(jsonStr, "｛", "{") // U+FF5B full-width left curly bracket - jsonStr = strings.ReplaceAll(jsonStr, "｝", "}") // U+FF5D full-width right curly bracket - jsonStr = strings.ReplaceAll(jsonStr, "：", ":") // U+FF1A full-width colon - jsonStr = strings.ReplaceAll(jsonStr, "，", ",") // U+FF0C full-width comma + jsonStr = strings.ReplaceAll(jsonStr, "［", "[") + jsonStr = strings.ReplaceAll(jsonStr, "］", "]") + jsonStr = strings.ReplaceAll(jsonStr, "｛", "{") + jsonStr = strings.ReplaceAll(jsonStr, "｝", "}") + jsonStr = strings.ReplaceAll(jsonStr, "：", ":") + jsonStr = strings.ReplaceAll(jsonStr, "，", ",") - // Replace CJK punctuation (AI may also output these in Chinese context) - jsonStr = strings.ReplaceAll(jsonStr, "【", "[") // CJK left corner bracket U+3010 - jsonStr = strings.ReplaceAll(jsonStr, "】", "]") // CJK right corner bracket U+3011 - jsonStr = strings.ReplaceAll(jsonStr, "〔", "[") // CJK left tortoise shell bracket U+3014 - jsonStr = strings.ReplaceAll(jsonStr, "〕", "]") // CJK right tortoise shell bracket U+3015 - jsonStr = strings.ReplaceAll(jsonStr, "、", ",") // CJK ideographic comma U+3001 + jsonStr = strings.ReplaceAll(jsonStr, "【", "[") + jsonStr = strings.ReplaceAll(jsonStr, "】", "]") + jsonStr = strings.ReplaceAll(jsonStr, "〔", "[") + jsonStr = strings.ReplaceAll(jsonStr, "〕", "]") + jsonStr = strings.ReplaceAll(jsonStr, "、", ",") - // Replace full-width space with half-width space (JSON shouldn't have full-width spaces) - jsonStr = strings.ReplaceAll(jsonStr, "　", " ") // U+3000 full-width space + jsonStr = strings.ReplaceAll(jsonStr, "　", " ") return jsonStr } -// validateJSONFormat validates JSON format, detecting common errors func validateJSONFormat(jsonStr string) error { trimmed := strings.TrimSpace(jsonStr) - // Allow any whitespace (including zero-width) between [ and { if !reArrayHead.MatchString(trimmed) { - // Check if it's a pure number/range array (common error) if strings.HasPrefix(trimmed, "[") && !strings.Contains(trimmed[:min(20, len(trimmed))], "{") { return fmt.Errorf("not a valid decision array (must contain objects {}), actual content: %s", trimmed[:min(50, len(trimmed))]) } return fmt.Errorf("JSON must start with [{ (whitespace allowed), actual: %s", trimmed[:min(20, len(trimmed))]) } - // Check if contains range symbol ~ (common LLM error) if strings.Contains(jsonStr, "~") { return fmt.Errorf("JSON cannot contain range symbol ~, all numbers must be precise single values") } - // Check if contains thousand separators (like 98,000) - // Use simple pattern matching: digit + comma + 3 digits for i := 0; i < len(jsonStr)-4; i++ { if jsonStr[i] >= '0' && jsonStr[i] <= '9' && jsonStr[i+1] == ',' && @@ -904,7 +1402,6 @@ func validateJSONFormat(jsonStr string) error { return nil } -// min returns the smaller of two integers func min(a, b int) int { if a < b { return a @@ -912,17 +1409,18 @@ func min(a, b int) int { return b } -// removeInvisibleRunes removes zero-width characters and BOM, avoiding invisible prefixes breaking validation func removeInvisibleRunes(s string) string { return reInvisibleRunes.ReplaceAllString(s, "") } -// compactArrayOpen normalizes opening "[ {" → "[{" func compactArrayOpen(s string) string { return reArrayOpenSpace.ReplaceAllString(strings.TrimSpace(s), "[{") } -// validateDecisions validates all decisions (requires account information and leverage configuration) +// ============================================================================ +// Decision Validation +// ============================================================================ + func validateDecisions(decisions []Decision, accountEquity float64, btcEthLeverage, altcoinLeverage int) error { for i, decision := range decisions { if err := validateDecision(&decision, accountEquity, btcEthLeverage, altcoinLeverage); err != nil { @@ -932,31 +1430,7 @@ func validateDecisions(decisions []Decision, accountEquity float64, btcEthLevera return nil } -// findMatchingBracket finds matching right bracket -func findMatchingBracket(s string, start int) int { - if start >= len(s) || s[start] != '[' { - return -1 - } - - depth := 0 - for i := start; i < len(s); i++ { - switch s[i] { - case '[': - depth++ - case ']': - depth-- - if depth == 0 { - return i - } - } - } - - return -1 -} - -// validateDecision validates the validity of a single decision func validateDecision(d *Decision, accountEquity float64, btcEthLeverage, altcoinLeverage int) error { - // Validate action validActions := map[string]bool{ "open_long": true, "open_short": true, @@ -970,46 +1444,40 @@ func validateDecision(d *Decision, accountEquity float64, btcEthLeverage, altcoi return fmt.Errorf("invalid action: %s", d.Action) } - // Opening operations must provide complete parameters if d.Action == "open_long" || d.Action == "open_short" { - // Use configured leverage limit based on coin type - maxLeverage := altcoinLeverage // Altcoins use configured leverage - maxPositionValue := accountEquity * 1.5 // Altcoins max 1.5x account equity + maxLeverage := altcoinLeverage + maxPositionValue := accountEquity * 1.5 if d.Symbol == "BTCUSDT" || d.Symbol == "ETHUSDT" { - maxLeverage = btcEthLeverage // BTC and ETH use configured leverage - maxPositionValue = accountEquity * 10 // BTC/ETH max 10x account equity + maxLeverage = btcEthLeverage + maxPositionValue = accountEquity * 10 } - // Fallback mechanism: auto-correct leverage to limit when exceeded (instead of directly rejecting decision) if d.Leverage <= 0 { return fmt.Errorf("leverage must be greater than 0: %d", d.Leverage) } if d.Leverage > maxLeverage { logger.Infof("⚠️ [Leverage Fallback] %s leverage exceeded (%dx > %dx), auto-adjusting to limit %dx", d.Symbol, d.Leverage, maxLeverage, maxLeverage) - d.Leverage = maxLeverage // Auto-correct to limit value + d.Leverage = maxLeverage } if d.PositionSizeUSD <= 0 { return fmt.Errorf("position size must be greater than 0: %.2f", d.PositionSizeUSD) } - // Validate minimum opening amount (prevent quantity rounding to 0 error) - // Binance minimum notional value 10 USDT + safety margin - const minPositionSizeGeneral = 12.0 // 10 + 20% safety margin - const minPositionSizeBTCETH = 60.0 // BTC/ETH requires larger amount due to high price and precision limits (more flexible) + const minPositionSizeGeneral = 12.0 + const minPositionSizeBTCETH = 60.0 if d.Symbol == "BTCUSDT" || d.Symbol == "ETHUSDT" { if d.PositionSizeUSD < minPositionSizeBTCETH { - return fmt.Errorf("%s opening amount too small (%.2f USDT), must be ≥%.2f USDT (due to high price and precision limits, avoid quantity rounding to 0)", d.Symbol, d.PositionSizeUSD, minPositionSizeBTCETH) + return fmt.Errorf("%s opening amount too small (%.2f USDT), must be ≥%.2f USDT", d.Symbol, d.PositionSizeUSD, minPositionSizeBTCETH) } } else { if d.PositionSizeUSD < minPositionSizeGeneral { - return fmt.Errorf("opening amount too small (%.2f USDT), must be ≥%.2f USDT (Binance minimum notional value requirement)", d.PositionSizeUSD, minPositionSizeGeneral) + return fmt.Errorf("opening amount too small (%.2f USDT), must be ≥%.2f USDT", d.PositionSizeUSD, minPositionSizeGeneral) } } - // Validate position value limit (add 1% tolerance to avoid floating point precision issues) - tolerance := maxPositionValue * 0.01 // 1% tolerance + tolerance := maxPositionValue * 0.01 if d.PositionSizeUSD > maxPositionValue+tolerance { if d.Symbol == "BTCUSDT" || d.Symbol == "ETHUSDT" { return fmt.Errorf("BTC/ETH single coin position value cannot exceed %.0f USDT (10x account equity), actual: %.0f", maxPositionValue, d.PositionSizeUSD) @@ -1021,7 +1489,6 @@ func validateDecision(d *Decision, accountEquity float64, btcEthLeverage, altcoi return fmt.Errorf("stop loss and take profit must be greater than 0") } - // Validate rationality of stop loss and take profit if d.Action == "open_long" { if d.StopLoss >= d.TakeProfit { return fmt.Errorf("for long positions, stop loss price must be less than take profit price") @@ -1032,15 +1499,11 @@ func validateDecision(d *Decision, accountEquity float64, btcEthLeverage, altcoi } } - // Validate risk/reward ratio (must be ≥1:3) - // Calculate entry price (assume current market price) var entryPrice float64 if d.Action == "open_long" { - // Long: entry price between stop loss and take profit - entryPrice = d.StopLoss + (d.TakeProfit-d.StopLoss)*0.2 // Assume entry at 20% position + entryPrice = d.StopLoss + (d.TakeProfit-d.StopLoss)*0.2 } else { - // Short: entry price between stop loss and take profit - entryPrice = d.StopLoss - (d.StopLoss-d.TakeProfit)*0.2 // Assume entry at 20% position + entryPrice = d.StopLoss - (d.StopLoss-d.TakeProfit)*0.2 } var riskPercent, rewardPercent, riskRewardRatio float64 @@ -1058,7 +1521,6 @@ func validateDecision(d *Decision, accountEquity float64, btcEthLeverage, altcoi } } - // Hard constraint: risk/reward ratio must be ≥3.0 if riskRewardRatio < 3.0 { return fmt.Errorf("risk/reward ratio too low (%.2f:1), must be ≥3.0:1 [risk: %.2f%% reward: %.2f%%] [stop loss: %.2f take profit: %.2f]", riskRewardRatio, riskPercent, rewardPercent, d.StopLoss, d.TakeProfit) diff --git a/decision/prompt_manager.go b/decision/prompt_manager.go deleted file mode 100644 index 202d2291..00000000 --- a/decision/prompt_manager.go +++ /dev/null @@ -1,162 +0,0 @@ -package decision - -import ( - "fmt" - "log" - "os" - "path/filepath" - "strings" - "sync" -) - -// PromptTemplate system prompt template -type PromptTemplate struct { - Name string // Template name (filename without extension) - Content string // Template content -} - -// PromptManager prompt manager -type PromptManager struct { - templates map[string]*PromptTemplate - mu sync.RWMutex -} - -var ( - // globalPromptManager global prompt manager - globalPromptManager *PromptManager - // promptsDir prompt folder path - promptsDir = "prompts" -) - -// init loads all prompt templates during package initialization -func init() { - globalPromptManager = NewPromptManager() - if err := globalPromptManager.LoadTemplates(promptsDir); err != nil { - log.Printf("⚠️ Failed to load prompt templates: %v", err) - } else { - log.Printf("✓ Loaded %d system prompt templates", len(globalPromptManager.templates)) - } -} - -// NewPromptManager creates a prompt manager -func NewPromptManager() *PromptManager { - return &PromptManager{ - templates: make(map[string]*PromptTemplate), - } -} - -// LoadTemplates loads all prompt templates from specified directory -func (pm *PromptManager) LoadTemplates(dir string) error { - pm.mu.Lock() - defer pm.mu.Unlock() - - // Check if directory exists - if _, err := os.Stat(dir); os.IsNotExist(err) { - return fmt.Errorf("prompt directory does not exist: %s", dir) - } - - // Scan all .txt files in directory - files, err := filepath.Glob(filepath.Join(dir, "*.txt")) - if err != nil { - return fmt.Errorf("failed to scan prompt directory: %w", err) - } - - if len(files) == 0 { - log.Printf("⚠️ No .txt files found in prompt directory %s", dir) - return nil - } - - // Load each template file - for _, file := range files { - // Read file content - content, err := os.ReadFile(file) - if err != nil { - log.Printf("⚠️ Failed to read prompt file %s: %v", file, err) - continue - } - - // Extract filename (without extension) as template name - fileName := filepath.Base(file) - templateName := strings.TrimSuffix(fileName, filepath.Ext(fileName)) - - // Store template - pm.templates[templateName] = &PromptTemplate{ - Name: templateName, - Content: string(content), - } - - log.Printf(" 📄 Loaded prompt template: %s (%s)", templateName, fileName) - } - - return nil -} - -// GetTemplate gets prompt template by name -func (pm *PromptManager) GetTemplate(name string) (*PromptTemplate, error) { - pm.mu.RLock() - defer pm.mu.RUnlock() - - template, exists := pm.templates[name] - if !exists { - return nil, fmt.Errorf("prompt template does not exist: %s", name) - } - - return template, nil -} - -// GetAllTemplateNames gets all template names list -func (pm *PromptManager) GetAllTemplateNames() []string { - pm.mu.RLock() - defer pm.mu.RUnlock() - - names := make([]string, 0, len(pm.templates)) - for name := range pm.templates { - names = append(names, name) - } - - return names -} - -// GetAllTemplates gets all templates -func (pm *PromptManager) GetAllTemplates() []*PromptTemplate { - pm.mu.RLock() - defer pm.mu.RUnlock() - - templates := make([]*PromptTemplate, 0, len(pm.templates)) - for _, template := range pm.templates { - templates = append(templates, template) - } - - return templates -} - -// ReloadTemplates reloads all templates -func (pm *PromptManager) ReloadTemplates(dir string) error { - pm.mu.Lock() - pm.templates = make(map[string]*PromptTemplate) - pm.mu.Unlock() - - return pm.LoadTemplates(dir) -} - -// === Global functions (for external calls) === - -// GetPromptTemplate gets prompt template by name (global function) -func GetPromptTemplate(name string) (*PromptTemplate, error) { - return globalPromptManager.GetTemplate(name) -} - -// GetAllPromptTemplateNames gets all template names (global function) -func GetAllPromptTemplateNames() []string { - return globalPromptManager.GetAllTemplateNames() -} - -// GetAllPromptTemplates gets all templates (global function) -func GetAllPromptTemplates() []*PromptTemplate { - return globalPromptManager.GetAllTemplates() -} - -// ReloadPromptTemplates reloads all templates (global function) -func ReloadPromptTemplates() error { - return globalPromptManager.ReloadTemplates(promptsDir) -} diff --git a/decision/prompt_manager_test.go b/decision/prompt_manager_test.go deleted file mode 100644 index 720d766d..00000000 --- a/decision/prompt_manager_test.go +++ /dev/null @@ -1,285 +0,0 @@ -package decision - -import ( - "os" - "path/filepath" - "testing" -) - -func TestPromptManager_LoadTemplates(t *testing.T) { - // Create temporary directory for testing - tempDir := t.TempDir() - - tests := []struct { - name string - setupFiles map[string]string // filename -> content - expectedCount int - expectedNames []string - shouldError bool - }{ - { - name: "Load single template file", - setupFiles: map[string]string{ - "default.txt": "You are a professional cryptocurrency trading AI.", - }, - expectedCount: 1, - expectedNames: []string{"default"}, - shouldError: false, - }, - { - name: "Load multiple template files", - setupFiles: map[string]string{ - "default.txt": "Default strategy", - "conservative.txt": "Conservative strategy", - "aggressive.txt": "Aggressive strategy", - }, - expectedCount: 3, - expectedNames: []string{"default", "conservative", "aggressive"}, - shouldError: false, - }, - { - name: "Empty directory", - setupFiles: map[string]string{}, - expectedCount: 0, - expectedNames: []string{}, - shouldError: false, - }, - { - name: "Ignore non-.txt files", - setupFiles: map[string]string{ - "default.txt": "Correct template", - "readme.md": "Should be ignored", - "config.json": "Should be ignored", - }, - expectedCount: 1, - expectedNames: []string{"default"}, - shouldError: false, - }, - } - - for _, tt := range tests { - t.Run(tt.name, func(t *testing.T) { - // Create independent subdirectory for each test case - testDir := filepath.Join(tempDir, tt.name) - if err := os.MkdirAll(testDir, 0755); err != nil { - t.Fatalf("Failed to create test directory: %v", err) - } - - // Setup test files - for filename, content := range tt.setupFiles { - filePath := filepath.Join(testDir, filename) - if err := os.WriteFile(filePath, []byte(content), 0644); err != nil { - t.Fatalf("Failed to create test file %s: %v", filename, err) - } - } - - // Create new PromptManager - pm := NewPromptManager() - - // Execute test - err := pm.LoadTemplates(testDir) - - // Check error - if (err != nil) != tt.shouldError { - t.Errorf("LoadTemplates() error = %v, shouldError %v", err, tt.shouldError) - return - } - - // Check loaded template count - if len(pm.templates) != tt.expectedCount { - t.Errorf("Loaded template count = %d, expected %d", len(pm.templates), tt.expectedCount) - } - - // Check template names - for _, expectedName := range tt.expectedNames { - if _, exists := pm.templates[expectedName]; !exists { - t.Errorf("Missing expected template: %s", expectedName) - } - } - - // Verify template content - for filename, expectedContent := range tt.setupFiles { - if filepath.Ext(filename) != ".txt" { - continue - } - templateName := filename[:len(filename)-4] // Remove .txt - template, err := pm.GetTemplate(templateName) - if err != nil { - t.Errorf("Failed to get template %s: %v", templateName, err) - continue - } - if template.Content != expectedContent { - t.Errorf("Template content mismatch\nExpected: %s\nActual: %s", expectedContent, template.Content) - } - } - }) - } -} - -func TestPromptManager_GetTemplate(t *testing.T) { - pm := NewPromptManager() - pm.templates = map[string]*PromptTemplate{ - "default": { - Name: "default", - Content: "Default strategy content", - }, - "aggressive": { - Name: "aggressive", - Content: "Aggressive strategy content", - }, - } - - tests := []struct { - name string - templateName string - expectError bool - expectedContent string - }{ - { - name: "Get existing template", - templateName: "default", - expectError: false, - expectedContent: "Default strategy content", - }, - { - name: "Get non-existent template", - templateName: "nonexistent", - expectError: true, - }, - } - - for _, tt := range tests { - t.Run(tt.name, func(t *testing.T) { - template, err := pm.GetTemplate(tt.templateName) - - if (err != nil) != tt.expectError { - t.Errorf("GetTemplate() error = %v, expectError %v", err, tt.expectError) - return - } - - if !tt.expectError && template.Content != tt.expectedContent { - t.Errorf("Template content = %s, expected %s", template.Content, tt.expectedContent) - } - }) - } -} - -func TestPromptManager_ReloadTemplates(t *testing.T) { - tempDir := t.TempDir() - - // Initial file - if err := os.WriteFile(filepath.Join(tempDir, "default.txt"), []byte("Initial content"), 0644); err != nil { - t.Fatalf("Failed to create initial file: %v", err) - } - - pm := NewPromptManager() - if err := pm.LoadTemplates(tempDir); err != nil { - t.Fatalf("Initial load failed: %v", err) - } - - // Verify initial content - template, _ := pm.GetTemplate("default") - if template.Content != "Initial content" { - t.Errorf("Initial content incorrect: %s", template.Content) - } - - // Modify file content - if err := os.WriteFile(filepath.Join(tempDir, "default.txt"), []byte("Updated content"), 0644); err != nil { - t.Fatalf("Failed to update file: %v", err) - } - - // Add new file - if err := os.WriteFile(filepath.Join(tempDir, "new.txt"), []byte("New template content"), 0644); err != nil { - t.Fatalf("Failed to create new file: %v", err) - } - - // Reload - if err := pm.ReloadTemplates(tempDir); err != nil { - t.Fatalf("Reload failed: %v", err) - } - - // Verify updated content - template, err := pm.GetTemplate("default") - if err != nil { - t.Fatalf("Failed to get default template: %v", err) - } - if template.Content != "Updated content" { - t.Errorf("Content after reload incorrect: got %s, want 'Updated content'", template.Content) - } - - // Verify new template - newTemplate, err := pm.GetTemplate("new") - if err != nil { - t.Fatalf("Failed to get new template: %v", err) - } - if newTemplate.Content != "New template content" { - t.Errorf("New template content incorrect: %s", newTemplate.Content) - } - - // Verify template count - if len(pm.templates) != 2 { - t.Errorf("Template count after reload = %d, expected 2", len(pm.templates)) - } -} - -func TestPromptManager_GetAllTemplateNames(t *testing.T) { - pm := NewPromptManager() - pm.templates = map[string]*PromptTemplate{ - "default": {Name: "default", Content: "Default strategy"}, - "conservative": {Name: "conservative", Content: "Conservative strategy"}, - "aggressive": {Name: "aggressive", Content: "Aggressive strategy"}, - } - - names := pm.GetAllTemplateNames() - - if len(names) != 3 { - t.Errorf("GetAllTemplateNames() returned count = %d, expected 3", len(names)) - } - - // Verify all names exist - nameMap := make(map[string]bool) - for _, name := range names { - nameMap[name] = true - } - - expectedNames := []string{"default", "conservative", "aggressive"} - for _, expectedName := range expectedNames { - if !nameMap[expectedName] { - t.Errorf("Missing expected template name: %s", expectedName) - } - } -} - -func TestReloadPromptTemplates_GlobalFunction(t *testing.T) { - // Save original promptsDir - originalDir := promptsDir - defer func() { - promptsDir = originalDir - // Restore original templates - globalPromptManager.ReloadTemplates(originalDir) - }() - - // Create temporary directory - tempDir := t.TempDir() - promptsDir = tempDir - - // Create test file - if err := os.WriteFile(filepath.Join(tempDir, "test.txt"), []byte("Test content"), 0644); err != nil { - t.Fatalf("Failed to create test file: %v", err) - } - - // Call global reload function - if err := ReloadPromptTemplates(); err != nil { - t.Fatalf("ReloadPromptTemplates() failed: %v", err) - } - - // Verify global manager has been updated - template, err := GetPromptTemplate("test") - if err != nil { - t.Fatalf("Failed to get template: %v", err) - } - - if template.Content != "Test content" { - t.Errorf("Template content incorrect: got %s, want 'Test content'", template.Content) - } -} diff --git a/decision/prompt_reload_integration_test.go b/decision/prompt_reload_integration_test.go deleted file mode 100644 index 8139ddd1..00000000 --- a/decision/prompt_reload_integration_test.go +++ /dev/null @@ -1,243 +0,0 @@ -package decision - -import ( - "os" - "path/filepath" - "strings" - "testing" -) - -// TestPromptReloadEndToEnd end-to-end test: verify complete flow from file modification to decision engine usage -func TestPromptReloadEndToEnd(t *testing.T) { - // Save original promptsDir - originalDir := promptsDir - defer func() { - promptsDir = originalDir - // Restore original templates - globalPromptManager.ReloadTemplates(originalDir) - }() - - // Create temporary directory to simulate prompts/ directory - tempDir := t.TempDir() - promptsDir = tempDir - - // Step 1: Create initial prompt file - initialContent := "# Initial Trading Strategy\nYou are a conservative trading AI." - if err := os.WriteFile(filepath.Join(tempDir, "test_strategy.txt"), []byte(initialContent), 0644); err != nil { - t.Fatalf("Failed to create initial file: %v", err) - } - - // Step 2: First load (simulate system startup) - if err := ReloadPromptTemplates(); err != nil { - t.Fatalf("First load failed: %v", err) - } - - // Step 3: Verify initial content - template, err := GetPromptTemplate("test_strategy") - if err != nil { - t.Fatalf("Failed to get initial template: %v", err) - } - if template.Content != initialContent { - t.Errorf("Initial content mismatch\nExpected: %s\nActual: %s", initialContent, template.Content) - } - - // Step 4: Use buildSystemPrompt to verify template is correctly used - systemPrompt := buildSystemPrompt(10000.0, 10, 5, "test_strategy", "") - if !strings.Contains(systemPrompt, initialContent) { - t.Errorf("buildSystemPrompt doesn't contain template content\nGenerated prompt:\n%s", systemPrompt) - } - - // Step 5: Simulate user modifying file (user modifies prompt on disk) - updatedContent := "# Updated Trading Strategy\nYou are an aggressive trading AI seeking high risk and high reward." - if err := os.WriteFile(filepath.Join(tempDir, "test_strategy.txt"), []byte(updatedContent), 0644); err != nil { - t.Fatalf("Failed to update file: %v", err) - } - - // Step 6: Simulate trader startup calling ReloadPromptTemplates() - t.Log("Simulating trader startup, calling ReloadPromptTemplates()...") - if err := ReloadPromptTemplates(); err != nil { - t.Fatalf("Reload failed: %v", err) - } - - // Step 7: Verify new content has taken effect - reloadedTemplate, err := GetPromptTemplate("test_strategy") - if err != nil { - t.Fatalf("Failed to get reloaded template: %v", err) - } - if reloadedTemplate.Content != updatedContent { - t.Errorf("Content mismatch after reload\nExpected: %s\nActual: %s", updatedContent, reloadedTemplate.Content) - } - - // Step 8: Verify buildSystemPrompt uses new content - newSystemPrompt := buildSystemPrompt(10000.0, 10, 5, "test_strategy", "") - if !strings.Contains(newSystemPrompt, updatedContent) { - t.Errorf("buildSystemPrompt doesn't contain updated template content\nGenerated prompt:\n%s", newSystemPrompt) - } - - // Step 9: Verify old content no longer exists - if strings.Contains(newSystemPrompt, "conservative trading AI") { - t.Errorf("buildSystemPrompt still contains old template content") - } - - t.Log("✅ End-to-end test passed: file modification -> reload -> decision engine uses new content") -} - -// TestPromptReloadWithCustomPrompt tests interaction between custom prompt and template reload -func TestPromptReloadWithCustomPrompt(t *testing.T) { - // Save original promptsDir - originalDir := promptsDir - defer func() { - promptsDir = originalDir - globalPromptManager.ReloadTemplates(originalDir) - }() - - // Create temporary directory - tempDir := t.TempDir() - promptsDir = tempDir - - // Create base template - baseContent := "Base strategy: Stable trading" - if err := os.WriteFile(filepath.Join(tempDir, "base.txt"), []byte(baseContent), 0644); err != nil { - t.Fatalf("Failed to create file: %v", err) - } - - // Load templates - if err := ReloadPromptTemplates(); err != nil { - t.Fatalf("Load failed: %v", err) - } - - // Test 1: Base template + custom prompt (no override) - customPrompt := "Personalized rule: Only trade BTC" - result := buildSystemPromptWithCustom(10000.0, 10, 5, customPrompt, false, "base", "") - if !strings.Contains(result, baseContent) { - t.Errorf("Doesn't contain base template content") - } - if !strings.Contains(result, customPrompt) { - t.Errorf("Doesn't contain custom prompt") - } - - // Test 2: Override base prompt - result = buildSystemPromptWithCustom(10000.0, 10, 5, customPrompt, true, "base", "") - if strings.Contains(result, baseContent) { - t.Errorf("Override mode still contains base template content") - } - if !strings.Contains(result, customPrompt) { - t.Errorf("Override mode doesn't contain custom prompt") - } - - // Test 3: Effect after reload - updatedBase := "Updated base strategy: Aggressive trading" - if err := os.WriteFile(filepath.Join(tempDir, "base.txt"), []byte(updatedBase), 0644); err != nil { - t.Fatalf("Failed to update file: %v", err) - } - - if err := ReloadPromptTemplates(); err != nil { - t.Fatalf("Reload failed: %v", err) - } - - result = buildSystemPromptWithCustom(10000.0, 10, 5, customPrompt, false, "base", "") - if !strings.Contains(result, updatedBase) { - t.Errorf("After reload doesn't contain updated base template content") - } - if strings.Contains(result, baseContent) { - t.Errorf("After reload still contains old base template content") - } -} - -// TestPromptReloadFallback tests fallback mechanism when template doesn't exist -func TestPromptReloadFallback(t *testing.T) { - // Save original promptsDir - originalDir := promptsDir - defer func() { - promptsDir = originalDir - globalPromptManager.ReloadTemplates(originalDir) - }() - - // Create temporary directory - tempDir := t.TempDir() - promptsDir = tempDir - - // Only create default template - defaultContent := "Default strategy" - if err := os.WriteFile(filepath.Join(tempDir, "default.txt"), []byte(defaultContent), 0644); err != nil { - t.Fatalf("Failed to create file: %v", err) - } - - if err := ReloadPromptTemplates(); err != nil { - t.Fatalf("Load failed: %v", err) - } - - // Test 1: Request non-existent template, should fall back to default - result := buildSystemPrompt(10000.0, 10, 5, "nonexistent", "") - if !strings.Contains(result, defaultContent) { - t.Errorf("When requesting non-existent template, didn't fall back to default") - } - - // Test 2: Empty template name, should use default - result = buildSystemPrompt(10000.0, 10, 5, "", "") - if !strings.Contains(result, defaultContent) { - t.Errorf("With empty template name, didn't use default") - } -} - -// TestConcurrentPromptReload tests prompt reload in concurrent scenarios -func TestConcurrentPromptReload(t *testing.T) { - // Save original promptsDir - originalDir := promptsDir - defer func() { - promptsDir = originalDir - globalPromptManager.ReloadTemplates(originalDir) - }() - - // Create temporary directory - tempDir := t.TempDir() - promptsDir = tempDir - - // Create test file - if err := os.WriteFile(filepath.Join(tempDir, "test.txt"), []byte("Test content"), 0644); err != nil { - t.Fatalf("Failed to create file: %v", err) - } - - if err := ReloadPromptTemplates(); err != nil { - t.Fatalf("Initial load failed: %v", err) - } - - // Concurrent test: read and reload simultaneously - done := make(chan bool) - - // Start multiple read goroutines - for i := 0; i < 10; i++ { - go func() { - for j := 0; j < 100; j++ { - _, _ = GetPromptTemplate("test") - } - done <- true - }() - } - - // Start multiple reload goroutines - for i := 0; i < 3; i++ { - go func() { - for j := 0; j < 10; j++ { - _ = ReloadPromptTemplates() - } - done <- true - }() - } - - // Wait for all goroutines to complete - for i := 0; i < 13; i++ { - <-done - } - - // Verify final state is correct - template, err := GetPromptTemplate("test") - if err != nil { - t.Errorf("Failed to get template after concurrent test: %v", err) - } - if template.Content != "Test content" { - t.Errorf("Template content error after concurrent test: %s", template.Content) - } - - t.Log("✅ Concurrent test passed: multiple goroutines reading and reloading templates simultaneously, no data race") -} diff --git a/decision/prompt_test.go b/decision/prompt_test.go deleted file mode 100644 index 4890f7ea..00000000 --- a/decision/prompt_test.go +++ /dev/null @@ -1,29 +0,0 @@ -package decision - -import ( - "strings" - "testing" -) - -// TestBuildSystemPrompt_ContainsAllValidActions tests whether prompt contains all valid actions -func TestBuildSystemPrompt_ContainsAllValidActions(t *testing.T) { - // These are all valid actions defined in the system (from validateDecision) - validActions := []string{ - "open_long", - "open_short", - "close_long", - "close_short", - "hold", - "wait", - } - - // Build prompt - prompt := buildSystemPrompt(1000.0, 10, 5, "default", "") - - // Verify each valid action appears in prompt - for _, action := range validActions { - if !strings.Contains(prompt, action) { - t.Errorf("Prompt missing valid action: %s", action) - } - } -} diff --git a/decision/strategy_engine.go b/decision/strategy_engine.go deleted file mode 100644 index 56f6c19d..00000000 --- a/decision/strategy_engine.go +++ /dev/null @@ -1,969 +0,0 @@ -package decision - -import ( - "encoding/json" - "fmt" - "io" - "net/http" - "nofx/logger" - "nofx/market" - "nofx/pool" - "nofx/store" - "strings" - "time" -) - -// StrategyEngine strategy execution engine -// Responsible for dynamically fetching data and assembling prompts based on strategy configuration -type StrategyEngine struct { - config *store.StrategyConfig -} - -// NewStrategyEngine creates strategy execution engine -func NewStrategyEngine(config *store.StrategyConfig) *StrategyEngine { - return &StrategyEngine{config: config} -} - -// GetCandidateCoins gets candidate coins based on strategy configuration -func (e *StrategyEngine) GetCandidateCoins() ([]CandidateCoin, error) { - var candidates []CandidateCoin - symbolSources := make(map[string][]string) - - coinSource := e.config.CoinSource - - // Set custom API URL (if configured) - if coinSource.CoinPoolAPIURL != "" { - pool.SetCoinPoolAPI(coinSource.CoinPoolAPIURL) - logger.Infof("✓ Using strategy-configured AI500 API URL: %s", coinSource.CoinPoolAPIURL) - } - if coinSource.OITopAPIURL != "" { - pool.SetOITopAPI(coinSource.OITopAPIURL) - logger.Infof("✓ Using strategy-configured OI Top API URL: %s", coinSource.OITopAPIURL) - } - - switch coinSource.SourceType { - case "static": - // Static coin list - for _, symbol := range coinSource.StaticCoins { - symbol = market.Normalize(symbol) - candidates = append(candidates, CandidateCoin{ - Symbol: symbol, - Sources: []string{"static"}, - }) - } - return candidates, nil - - case "coinpool": - // Use AI500 coin pool only - return e.getCoinPoolCoins(coinSource.CoinPoolLimit) - - case "oi_top": - // Use OI Top only - return e.getOITopCoins(coinSource.OITopLimit) - - case "mixed": - // Mixed mode: AI500 + OI Top - if coinSource.UseCoinPool { - poolCoins, err := e.getCoinPoolCoins(coinSource.CoinPoolLimit) - if err != nil { - logger.Infof("⚠️ Failed to get AI500 coin pool: %v", err) - } else { - for _, coin := range poolCoins { - symbolSources[coin.Symbol] = append(symbolSources[coin.Symbol], "ai500") - } - } - } - - if coinSource.UseOITop { - oiCoins, err := e.getOITopCoins(coinSource.OITopLimit) - if err != nil { - logger.Infof("⚠️ Failed to get OI Top: %v", err) - } else { - for _, coin := range oiCoins { - symbolSources[coin.Symbol] = append(symbolSources[coin.Symbol], "oi_top") - } - } - } - - // Add static coins (if any) - for _, symbol := range coinSource.StaticCoins { - symbol = market.Normalize(symbol) - if _, exists := symbolSources[symbol]; !exists { - symbolSources[symbol] = []string{"static"} - } else { - symbolSources[symbol] = append(symbolSources[symbol], "static") - } - } - - // Convert to candidate coin list - for symbol, sources := range symbolSources { - candidates = append(candidates, CandidateCoin{ - Symbol: symbol, - Sources: sources, - }) - } - return candidates, nil - - default: - return nil, fmt.Errorf("unknown coin source type: %s", coinSource.SourceType) - } -} - -// getCoinPoolCoins gets AI500 coin pool -func (e *StrategyEngine) getCoinPoolCoins(limit int) ([]CandidateCoin, error) { - if limit <= 0 { - limit = 30 - } - - symbols, err := pool.GetTopRatedCoins(limit) - if err != nil { - return nil, err - } - - var candidates []CandidateCoin - for _, symbol := range symbols { - candidates = append(candidates, CandidateCoin{ - Symbol: symbol, - Sources: []string{"ai500"}, - }) - } - return candidates, nil -} - -// getOITopCoins gets OI Top coins -func (e *StrategyEngine) getOITopCoins(limit int) ([]CandidateCoin, error) { - if limit <= 0 { - limit = 20 - } - - positions, err := pool.GetOITopPositions() - if err != nil { - return nil, err - } - - var candidates []CandidateCoin - for i, pos := range positions { - if i >= limit { - break - } - symbol := market.Normalize(pos.Symbol) - candidates = append(candidates, CandidateCoin{ - Symbol: symbol, - Sources: []string{"oi_top"}, - }) - } - return candidates, nil -} - -// FetchMarketData fetches market data based on strategy configuration -func (e *StrategyEngine) FetchMarketData(symbol string) (*market.Data, error) { - // Currently using existing market.Get, can be customized based on strategy configuration later - return market.Get(symbol) -} - -// FetchExternalData fetches external data sources -func (e *StrategyEngine) FetchExternalData() (map[string]interface{}, error) { - externalData := make(map[string]interface{}) - - for _, source := range e.config.Indicators.ExternalDataSources { - data, err := e.fetchSingleExternalSource(source) - if err != nil { - logger.Infof("⚠️ Failed to fetch external data source [%s]: %v", source.Name, err) - continue - } - externalData[source.Name] = data - } - - return externalData, nil -} - -// QuantData quantitative data structure (fund flow, position changes, price changes) -type QuantData struct { - Symbol string `json:"symbol"` - Price float64 `json:"price"` - Netflow *NetflowData `json:"netflow,omitempty"` - OI map[string]*OIData `json:"oi,omitempty"` - PriceChange map[string]float64 `json:"price_change,omitempty"` -} - -type NetflowData struct { - Institution *FlowTypeData `json:"institution,omitempty"` - Personal *FlowTypeData `json:"personal,omitempty"` -} - -type FlowTypeData struct { - Future map[string]float64 `json:"future,omitempty"` - Spot map[string]float64 `json:"spot,omitempty"` -} - -type OIData struct { - CurrentOI float64 `json:"current_oi"` - NetLong float64 `json:"net_long"` - NetShort float64 `json:"net_short"` - Delta map[string]*OIDeltaData `json:"delta,omitempty"` -} - -type OIDeltaData struct { - OIDelta float64 `json:"oi_delta"` - OIDeltaValue float64 `json:"oi_delta_value"` - OIDeltaPercent float64 `json:"oi_delta_percent"` -} - -// FetchQuantData fetches quantitative data for a single coin -func (e *StrategyEngine) FetchQuantData(symbol string) (*QuantData, error) { - if !e.config.Indicators.EnableQuantData || e.config.Indicators.QuantDataAPIURL == "" { - return nil, nil - } - - // Check if URL contains {symbol} placeholder - apiURL := e.config.Indicators.QuantDataAPIURL - if !strings.Contains(apiURL, "{symbol}") { - logger.Infof("⚠️ Quant data URL does not contain {symbol} placeholder, data may be incorrect for %s", symbol) - } - - // Replace {symbol} placeholder - url := strings.Replace(apiURL, "{symbol}", symbol, -1) - - client := &http.Client{Timeout: 10 * time.Second} - resp, err := client.Get(url) - if err != nil { - return nil, fmt.Errorf("request failed: %w", err) - } - defer resp.Body.Close() - - if resp.StatusCode != http.StatusOK { - return nil, fmt.Errorf("HTTP status code: %d", resp.StatusCode) - } - - body, err := io.ReadAll(resp.Body) - if err != nil { - return nil, fmt.Errorf("failed to read response: %w", err) - } - - // Parse response - var apiResp struct { - Code int `json:"code"` - Data *QuantData `json:"data"` - } - - if err := json.Unmarshal(body, &apiResp); err != nil { - return nil, fmt.Errorf("failed to parse JSON: %w", err) - } - - if apiResp.Code != 0 { - return nil, fmt.Errorf("API returned error code: %d", apiResp.Code) - } - - return apiResp.Data, nil -} - -// FetchQuantDataBatch batch fetches quantitative data -func (e *StrategyEngine) FetchQuantDataBatch(symbols []string) map[string]*QuantData { - result := make(map[string]*QuantData) - - if !e.config.Indicators.EnableQuantData || e.config.Indicators.QuantDataAPIURL == "" { - return result - } - - for _, symbol := range symbols { - data, err := e.FetchQuantData(symbol) - if err != nil { - logger.Infof("⚠️ Failed to fetch quantitative data for %s: %v", symbol, err) - continue - } - if data != nil { - result[symbol] = data - } - } - - return result -} - -// formatQuantData formats quantitative data -func (e *StrategyEngine) formatQuantData(data *QuantData) string { - if data == nil { - return "" - } - - indicators := e.config.Indicators - // If both OI and Netflow are disabled, return empty - if !indicators.EnableQuantOI && !indicators.EnableQuantNetflow { - return "" - } - - var sb strings.Builder - sb.WriteString("📊 Quantitative Data:\n") - - // Price changes (API returns decimals, multiply by 100 for percentage) - if len(data.PriceChange) > 0 { - sb.WriteString("Price Change: ") - timeframes := []string{"5m", "15m", "1h", "4h", "12h", "24h"} - parts := []string{} - for _, tf := range timeframes { - if v, ok := data.PriceChange[tf]; ok { - parts = append(parts, fmt.Sprintf("%s: %+.4f%%", tf, v*100)) - } - } - sb.WriteString(strings.Join(parts, " | ")) - sb.WriteString("\n") - } - - // Fund flow (Netflow) - only show if enabled - if indicators.EnableQuantNetflow && data.Netflow != nil { - sb.WriteString("Fund Flow (Netflow):\n") - timeframes := []string{"5m", "15m", "1h", "4h", "12h", "24h"} - - // Institutional funds - if data.Netflow.Institution != nil { - if data.Netflow.Institution.Future != nil && len(data.Netflow.Institution.Future) > 0 { - sb.WriteString(" Institutional Futures:\n") - for _, tf := range timeframes { - if v, ok := data.Netflow.Institution.Future[tf]; ok { - sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) - } - } - } - if data.Netflow.Institution.Spot != nil && len(data.Netflow.Institution.Spot) > 0 { - sb.WriteString(" Institutional Spot:\n") - for _, tf := range timeframes { - if v, ok := data.Netflow.Institution.Spot[tf]; ok { - sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) - } - } - } - } - - // Retail funds - if data.Netflow.Personal != nil { - if data.Netflow.Personal.Future != nil && len(data.Netflow.Personal.Future) > 0 { - sb.WriteString(" Retail Futures:\n") - for _, tf := range timeframes { - if v, ok := data.Netflow.Personal.Future[tf]; ok { - sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) - } - } - } - if data.Netflow.Personal.Spot != nil && len(data.Netflow.Personal.Spot) > 0 { - sb.WriteString(" Retail Spot:\n") - for _, tf := range timeframes { - if v, ok := data.Netflow.Personal.Spot[tf]; ok { - sb.WriteString(fmt.Sprintf(" %s: %s\n", tf, formatFlowValue(v))) - } - } - } - } - } - - // Open Interest (OI) - only show if enabled - if indicators.EnableQuantOI && len(data.OI) > 0 { - for exchange, oiData := range data.OI { - if len(oiData.Delta) > 0 { - sb.WriteString(fmt.Sprintf("Open Interest (%s):\n", exchange)) - for _, tf := range []string{"5m", "15m", "1h", "4h", "12h", "24h"} { - if d, ok := oiData.Delta[tf]; ok { - sb.WriteString(fmt.Sprintf(" %s: %+.4f%% (%s)\n", tf, d.OIDeltaPercent, formatFlowValue(d.OIDeltaValue))) - } - } - } - } - } - - return sb.String() -} - -// fetchSingleExternalSource fetches a single external data source -func (e *StrategyEngine) fetchSingleExternalSource(source store.ExternalDataSource) (interface{}, error) { - client := &http.Client{ - Timeout: time.Duration(source.RefreshSecs) * time.Second, - } - - if client.Timeout == 0 { - client.Timeout = 30 * time.Second - } - - req, err := http.NewRequest(source.Method, source.URL, nil) - if err != nil { - return nil, err - } - - // Add request headers - for k, v := range source.Headers { - req.Header.Set(k, v) - } - - resp, err := client.Do(req) - if err != nil { - return nil, err - } - defer resp.Body.Close() - - body, err := io.ReadAll(resp.Body) - if err != nil { - return nil, err - } - - var result interface{} - if err := json.Unmarshal(body, &result); err != nil { - return nil, err - } - - // If data path is specified, extract data at specified path - if source.DataPath != "" { - result = extractJSONPath(result, source.DataPath) - } - - return result, nil -} - -// extractJSONPath extracts JSON path data (simple implementation) -func extractJSONPath(data interface{}, path string) interface{} { - parts := strings.Split(path, ".") - current := data - - for _, part := range parts { - if m, ok := current.(map[string]interface{}); ok { - current = m[part] - } else { - return nil - } - } - - return current -} - -// BuildUserPrompt builds User Prompt based on strategy configuration -func (e *StrategyEngine) BuildUserPrompt(ctx *Context) string { - var sb strings.Builder - - // System status - sb.WriteString(fmt.Sprintf("Time: %s | Period: #%d | Runtime: %d minutes\n\n", - ctx.CurrentTime, ctx.CallCount, ctx.RuntimeMinutes)) - - // BTC market (if configured) - if btcData, hasBTC := ctx.MarketDataMap["BTCUSDT"]; hasBTC { - sb.WriteString(fmt.Sprintf("BTC: %.2f (1h: %+.2f%%, 4h: %+.2f%%) | MACD: %.4f | RSI: %.2f\n\n", - btcData.CurrentPrice, btcData.PriceChange1h, btcData.PriceChange4h, - btcData.CurrentMACD, btcData.CurrentRSI7)) - } - - // Account information - sb.WriteString(fmt.Sprintf("Account: Equity %.2f | Balance %.2f (%.1f%%) | PnL %+.2f%% | Margin %.1f%% | Positions %d\n\n", - ctx.Account.TotalEquity, - ctx.Account.AvailableBalance, - (ctx.Account.AvailableBalance/ctx.Account.TotalEquity)*100, - ctx.Account.TotalPnLPct, - ctx.Account.MarginUsedPct, - ctx.Account.PositionCount)) - - // Position information - if len(ctx.Positions) > 0 { - sb.WriteString("## Current Positions\n") - for i, pos := range ctx.Positions { - sb.WriteString(e.formatPositionInfo(i+1, pos, ctx)) - } - } else { - sb.WriteString("Current Positions: None\n\n") - } - - // Trading statistics - if ctx.TradingStats != nil && ctx.TradingStats.TotalTrades > 0 { - sb.WriteString("## Historical Trading Statistics\n") - sb.WriteString(fmt.Sprintf("Total Trades: %d | Win Rate: %.1f%% | Profit Factor: %.2f | Sharpe Ratio: %.2f\n", - ctx.TradingStats.TotalTrades, - ctx.TradingStats.WinRate, - ctx.TradingStats.ProfitFactor, - ctx.TradingStats.SharpeRatio)) - sb.WriteString(fmt.Sprintf("Total P&L: %.2f USDT | Avg Win: %.2f | Avg Loss: %.2f | Max Drawdown: %.1f%%\n\n", - ctx.TradingStats.TotalPnL, - ctx.TradingStats.AvgWin, - ctx.TradingStats.AvgLoss, - ctx.TradingStats.MaxDrawdownPct)) - } - - // Recently completed orders - if len(ctx.RecentOrders) > 0 { - sb.WriteString("## Recent Completed Trades\n") - for i, order := range ctx.RecentOrders { - resultStr := "Profit" - if order.RealizedPnL < 0 { - resultStr = "Loss" - } - sb.WriteString(fmt.Sprintf("%d. %s %s | Entry %.4f Exit %.4f | %s: %+.2f USDT (%+.2f%%) | %s\n", - i+1, order.Symbol, order.Side, - order.EntryPrice, order.ExitPrice, - resultStr, order.RealizedPnL, order.PnLPct, - order.FilledAt)) - } - sb.WriteString("\n") - } - - // Candidate coins - sb.WriteString(fmt.Sprintf("## Candidate Coins (%d coins)\n\n", len(ctx.MarketDataMap))) - displayedCount := 0 - for _, coin := range ctx.CandidateCoins { - marketData, hasData := ctx.MarketDataMap[coin.Symbol] - if !hasData { - continue - } - displayedCount++ - - sourceTags := e.formatCoinSourceTag(coin.Sources) - sb.WriteString(fmt.Sprintf("### %d. %s%s\n\n", displayedCount, coin.Symbol, sourceTags)) - sb.WriteString(e.formatMarketData(marketData)) - - // Add quantitative data if available - if ctx.QuantDataMap != nil { - if quantData, hasQuant := ctx.QuantDataMap[coin.Symbol]; hasQuant { - sb.WriteString(e.formatQuantData(quantData)) - } - } - sb.WriteString("\n") - } - sb.WriteString("\n") - - sb.WriteString("---\n\n") - sb.WriteString("Now please analyze and output your decision (Chain of Thought + JSON)\n") - - return sb.String() -} - -// formatPositionInfo formats position information -func (e *StrategyEngine) formatPositionInfo(index int, pos PositionInfo, ctx *Context) string { - var sb strings.Builder - - // Calculate holding duration - holdingDuration := "" - if pos.UpdateTime > 0 { - durationMs := time.Now().UnixMilli() - pos.UpdateTime - durationMin := durationMs / (1000 * 60) - if durationMin < 60 { - holdingDuration = fmt.Sprintf(" | Holding Duration %d min", durationMin) - } else { - durationHour := durationMin / 60 - durationMinRemainder := durationMin % 60 - holdingDuration = fmt.Sprintf(" | Holding Duration %dh %dm", durationHour, durationMinRemainder) - } - } - - // Calculate position value - positionValue := pos.Quantity * pos.MarkPrice - if positionValue < 0 { - positionValue = -positionValue - } - - sb.WriteString(fmt.Sprintf("%d. %s %s | Entry %.4f Current %.4f | Qty %.4f | Position Value %.2f USDT | PnL%+.2f%% | PnL Amount%+.2f USDT | Peak PnL%.2f%% | Leverage %dx | Margin %.0f | Liq Price %.4f%s\n\n", - index, pos.Symbol, strings.ToUpper(pos.Side), - pos.EntryPrice, pos.MarkPrice, pos.Quantity, positionValue, pos.UnrealizedPnLPct, pos.UnrealizedPnL, pos.PeakPnLPct, - pos.Leverage, pos.MarginUsed, pos.LiquidationPrice, holdingDuration)) - - // Output market data using strategy configured indicators - if marketData, ok := ctx.MarketDataMap[pos.Symbol]; ok { - sb.WriteString(e.formatMarketData(marketData)) - - // Add quantitative data if available - if ctx.QuantDataMap != nil { - if quantData, hasQuant := ctx.QuantDataMap[pos.Symbol]; hasQuant { - sb.WriteString(e.formatQuantData(quantData)) - } - } - sb.WriteString("\n") - } - - return sb.String() -} - -// formatCoinSourceTag formats coin source tag -func (e *StrategyEngine) formatCoinSourceTag(sources []string) string { - if len(sources) > 1 { - return " (AI500+OI_Top dual signal)" - } else if len(sources) == 1 { - switch sources[0] { - case "ai500": - return " (AI500)" - case "oi_top": - return " (OI_Top position growth)" - case "static": - return " (Manual selection)" - } - } - return "" -} - -// formatMarketData formats market data according to strategy configuration -func (e *StrategyEngine) formatMarketData(data *market.Data) string { - var sb strings.Builder - indicators := e.config.Indicators - - // Current price (always display) - sb.WriteString(fmt.Sprintf("current_price = %.4f", data.CurrentPrice)) - - // EMA - if indicators.EnableEMA { - sb.WriteString(fmt.Sprintf(", current_ema20 = %.3f", data.CurrentEMA20)) - } - - // MACD - if indicators.EnableMACD { - sb.WriteString(fmt.Sprintf(", current_macd = %.3f", data.CurrentMACD)) - } - - // RSI - if indicators.EnableRSI { - sb.WriteString(fmt.Sprintf(", current_rsi7 = %.3f", data.CurrentRSI7)) - } - - sb.WriteString("\n\n") - - // OI and Funding Rate - if indicators.EnableOI || indicators.EnableFundingRate { - sb.WriteString(fmt.Sprintf("Additional data for %s:\n\n", data.Symbol)) - - if indicators.EnableOI && data.OpenInterest != nil { - sb.WriteString(fmt.Sprintf("Open Interest: Latest: %.2f Average: %.2f\n\n", - data.OpenInterest.Latest, data.OpenInterest.Average)) - } - - if indicators.EnableFundingRate { - sb.WriteString(fmt.Sprintf("Funding Rate: %.2e\n\n", data.FundingRate)) - } - } - - // Prefer using multi-timeframe data (new addition) - if len(data.TimeframeData) > 0 { - // Output in timeframe order - timeframeOrder := []string{"1m", "3m", "5m", "15m", "30m", "1h", "2h", "4h", "6h", "8h", "12h", "1d", "3d", "1w"} - for _, tf := range timeframeOrder { - if tfData, ok := data.TimeframeData[tf]; ok { - sb.WriteString(fmt.Sprintf("=== %s Timeframe (oldest → latest) ===\n\n", strings.ToUpper(tf))) - e.formatTimeframeSeriesData(&sb, tfData, indicators) - } - } - } else { - // Compatible with old data format - // Intraday data - if data.IntradaySeries != nil { - klineConfig := indicators.Klines - sb.WriteString(fmt.Sprintf("Intraday series (%s intervals, oldest → latest):\n\n", klineConfig.PrimaryTimeframe)) - - if len(data.IntradaySeries.MidPrices) > 0 { - sb.WriteString(fmt.Sprintf("Mid prices: %s\n\n", formatFloatSlice(data.IntradaySeries.MidPrices))) - } - - if indicators.EnableEMA && len(data.IntradaySeries.EMA20Values) > 0 { - sb.WriteString(fmt.Sprintf("EMA indicators (20-period): %s\n\n", formatFloatSlice(data.IntradaySeries.EMA20Values))) - } - - if indicators.EnableMACD && len(data.IntradaySeries.MACDValues) > 0 { - sb.WriteString(fmt.Sprintf("MACD indicators: %s\n\n", formatFloatSlice(data.IntradaySeries.MACDValues))) - } - - if indicators.EnableRSI { - if len(data.IntradaySeries.RSI7Values) > 0 { - sb.WriteString(fmt.Sprintf("RSI indicators (7-Period): %s\n\n", formatFloatSlice(data.IntradaySeries.RSI7Values))) - } - if len(data.IntradaySeries.RSI14Values) > 0 { - sb.WriteString(fmt.Sprintf("RSI indicators (14-Period): %s\n\n", formatFloatSlice(data.IntradaySeries.RSI14Values))) - } - } - - if indicators.EnableVolume && len(data.IntradaySeries.Volume) > 0 { - sb.WriteString(fmt.Sprintf("Volume: %s\n\n", formatFloatSlice(data.IntradaySeries.Volume))) - } - - if indicators.EnableATR { - sb.WriteString(fmt.Sprintf("3m ATR (14-period): %.3f\n\n", data.IntradaySeries.ATR14)) - } - } - - // Longer-term data - if data.LongerTermContext != nil && indicators.Klines.EnableMultiTimeframe { - sb.WriteString(fmt.Sprintf("Longer-term context (%s timeframe):\n\n", indicators.Klines.LongerTimeframe)) - - if indicators.EnableEMA { - sb.WriteString(fmt.Sprintf("20-Period EMA: %.3f vs. 50-Period EMA: %.3f\n\n", - data.LongerTermContext.EMA20, data.LongerTermContext.EMA50)) - } - - if indicators.EnableATR { - sb.WriteString(fmt.Sprintf("3-Period ATR: %.3f vs. 14-Period ATR: %.3f\n\n", - data.LongerTermContext.ATR3, data.LongerTermContext.ATR14)) - } - - if indicators.EnableVolume { - sb.WriteString(fmt.Sprintf("Current Volume: %.3f vs. Average Volume: %.3f\n\n", - data.LongerTermContext.CurrentVolume, data.LongerTermContext.AverageVolume)) - } - - if indicators.EnableMACD && len(data.LongerTermContext.MACDValues) > 0 { - sb.WriteString(fmt.Sprintf("MACD indicators: %s\n\n", formatFloatSlice(data.LongerTermContext.MACDValues))) - } - - if indicators.EnableRSI && len(data.LongerTermContext.RSI14Values) > 0 { - sb.WriteString(fmt.Sprintf("RSI indicators (14-Period): %s\n\n", formatFloatSlice(data.LongerTermContext.RSI14Values))) - } - } - } - - return sb.String() -} - -// formatTimeframeSeriesData formats series data for a single timeframe -func (e *StrategyEngine) formatTimeframeSeriesData(sb *strings.Builder, data *market.TimeframeSeriesData, indicators store.IndicatorConfig) { - // Use OHLCV table format if kline data is available - if len(data.Klines) > 0 { - sb.WriteString("Time(UTC) Open High Low Close Volume\n") - for i, k := range data.Klines { - t := time.Unix(k.Time/1000, 0).UTC() - timeStr := t.Format("01-02 15:04") - marker := "" - if i == len(data.Klines)-1 { - marker = " <- current" - } - sb.WriteString(fmt.Sprintf("%-14s %-9.4f %-9.4f %-9.4f %-9.4f %-12.2f%s\n", - timeStr, k.Open, k.High, k.Low, k.Close, k.Volume, marker)) - } - sb.WriteString("\n") - } else if len(data.MidPrices) > 0 { - // Fallback to old format for backward compatibility - sb.WriteString(fmt.Sprintf("Mid prices: %s\n\n", formatFloatSlice(data.MidPrices))) - if indicators.EnableVolume && len(data.Volume) > 0 { - sb.WriteString(fmt.Sprintf("Volume: %s\n\n", formatFloatSlice(data.Volume))) - } - } - - // Technical indicators (only show if enabled and data available) - if indicators.EnableEMA { - if len(data.EMA20Values) > 0 { - sb.WriteString(fmt.Sprintf("EMA20: %s\n", formatFloatSlice(data.EMA20Values))) - } - if len(data.EMA50Values) > 0 { - sb.WriteString(fmt.Sprintf("EMA50: %s\n", formatFloatSlice(data.EMA50Values))) - } - } - - if indicators.EnableMACD && len(data.MACDValues) > 0 { - sb.WriteString(fmt.Sprintf("MACD: %s\n", formatFloatSlice(data.MACDValues))) - } - - if indicators.EnableRSI { - if len(data.RSI7Values) > 0 { - sb.WriteString(fmt.Sprintf("RSI7: %s\n", formatFloatSlice(data.RSI7Values))) - } - if len(data.RSI14Values) > 0 { - sb.WriteString(fmt.Sprintf("RSI14: %s\n", formatFloatSlice(data.RSI14Values))) - } - } - - if indicators.EnableATR && data.ATR14 > 0 { - sb.WriteString(fmt.Sprintf("ATR14: %.4f\n", data.ATR14)) - } - - sb.WriteString("\n") -} - -// formatFlowValue formats flow value with M/K units -func formatFlowValue(v float64) string { - sign := "" - if v >= 0 { - sign = "+" - } - absV := v - if absV < 0 { - absV = -absV - } - if absV >= 1e9 { - return fmt.Sprintf("%s%.2fB", sign, v/1e9) - } else if absV >= 1e6 { - return fmt.Sprintf("%s%.2fM", sign, v/1e6) - } else if absV >= 1e3 { - return fmt.Sprintf("%s%.2fK", sign, v/1e3) - } - return fmt.Sprintf("%s%.2f", sign, v) -} - -// formatFloatSlice formats float slice -func formatFloatSlice(values []float64) string { - strValues := make([]string, len(values)) - for i, v := range values { - strValues[i] = fmt.Sprintf("%.4f", v) - } - return "[" + strings.Join(strValues, ", ") + "]" -} - -// BuildSystemPrompt builds System Prompt according to strategy configuration -func (e *StrategyEngine) BuildSystemPrompt(accountEquity float64, variant string) string { - var sb strings.Builder - riskControl := e.config.RiskControl - promptSections := e.config.PromptSections - - // 1. Role definition (editable) - if promptSections.RoleDefinition != "" { - sb.WriteString(promptSections.RoleDefinition) - sb.WriteString("\n\n") - } else { - sb.WriteString("# You are a professional cryptocurrency trading AI\n\n") - sb.WriteString("Your task is to make trading decisions based on provided market data.\n\n") - } - - // 2. Trading mode variant - switch strings.ToLower(strings.TrimSpace(variant)) { - case "aggressive": - sb.WriteString("## Mode: Aggressive\n- Prioritize capturing trend breakouts, can build positions in batches when confidence ≥ 70\n- Allow higher positions, but must strictly set stop-loss and explain risk-reward ratio\n\n") - case "conservative": - sb.WriteString("## Mode: Conservative\n- Only open positions when multiple signals resonate\n- Prioritize cash preservation, must pause for multiple periods after consecutive losses\n\n") - case "scalping": - sb.WriteString("## Mode: Scalping\n- Focus on short-term momentum, smaller profit targets but require quick action\n- If price doesn't move as expected within two bars, immediately reduce position or stop-loss\n\n") - } - - // 3. Hard constraints (risk control) - from strategy config (non-editable, auto-generated) - sb.WriteString("# Hard Constraints (Risk Control)\n\n") - sb.WriteString(fmt.Sprintf("1. Risk-Reward Ratio: Must be ≥ 1:%.1f\n", riskControl.MinRiskRewardRatio)) - sb.WriteString(fmt.Sprintf("2. Max Positions: %d coins (quality > quantity)\n", riskControl.MaxPositions)) - sb.WriteString(fmt.Sprintf("3. Single Coin Position: Altcoins %.0f-%.0f U | BTC/ETH %.0f-%.0f U\n", - accountEquity*0.8, accountEquity*riskControl.MaxPositionRatio, - accountEquity*5, accountEquity*10)) - sb.WriteString(fmt.Sprintf("4. Leverage Limits: **Altcoins max %dx leverage** | **BTC/ETH max %dx leverage**\n", - riskControl.AltcoinMaxLeverage, riskControl.BTCETHMaxLeverage)) - sb.WriteString(fmt.Sprintf("5. Margin Usage ≤ %.0f%%\n", riskControl.MaxMarginUsage*100)) - sb.WriteString(fmt.Sprintf("6. Opening Amount: Recommended ≥%.0f USDT\n", riskControl.MinPositionSize)) - sb.WriteString(fmt.Sprintf("7. Minimum Confidence: ≥%d\n\n", riskControl.MinConfidence)) - - // 4. Trading frequency and signal quality (editable) - if promptSections.TradingFrequency != "" { - sb.WriteString(promptSections.TradingFrequency) - sb.WriteString("\n\n") - } else { - sb.WriteString("# ⏱️ Trading Frequency Awareness\n\n") - sb.WriteString("- Excellent traders: 2-4 trades/day ≈ 0.1-0.2 trades/hour\n") - sb.WriteString("- >2 trades/hour = Overtrading\n") - sb.WriteString("- Single position hold time ≥ 30-60 minutes\n") - sb.WriteString("If you find yourself trading every period → standards too low; if closing positions < 30 minutes → too impatient.\n\n") - } - - // 5. Entry standards (editable) - if promptSections.EntryStandards != "" { - sb.WriteString(promptSections.EntryStandards) - sb.WriteString("\n\nYou have the following indicator data:\n") - e.writeAvailableIndicators(&sb) - sb.WriteString(fmt.Sprintf("\n**Confidence ≥ %d** required to open positions.\n\n", riskControl.MinConfidence)) - } else { - sb.WriteString("# 🎯 Entry Standards (Strict)\n\n") - sb.WriteString("Only open positions when multiple signals resonate. You have:\n") - e.writeAvailableIndicators(&sb) - sb.WriteString(fmt.Sprintf("\nFeel free to use any effective analysis method, but **confidence ≥ %d** required to open positions; avoid low-quality behaviors such as single indicators, contradictory signals, sideways consolidation, reopening immediately after closing, etc.\n\n", riskControl.MinConfidence)) - } - - // 6. Decision process tips (editable) - if promptSections.DecisionProcess != "" { - sb.WriteString(promptSections.DecisionProcess) - sb.WriteString("\n\n") - } else { - sb.WriteString("# 📋 Decision Process\n\n") - sb.WriteString("1. Check positions → Should we take profit/stop-loss\n") - sb.WriteString("2. Scan candidate coins + multi-timeframe → Are there strong signals\n") - sb.WriteString("3. Write chain of thought first, then output structured JSON\n\n") - } - - // 7. Output format - sb.WriteString("# Output Format (Strictly Follow)\n\n") - sb.WriteString("**Must use XML tags and to separate chain of thought and decision JSON, avoiding parsing errors**\n\n") - sb.WriteString("## Format Requirements\n\n") - sb.WriteString("\n") - sb.WriteString("Your chain of thought analysis...\n") - sb.WriteString("- Briefly analyze your thinking process \n") - sb.WriteString("\n\n") - sb.WriteString("\n") - sb.WriteString("Step 2: JSON decision array\n\n") - sb.WriteString("```json\n[\n") - sb.WriteString(fmt.Sprintf(" {\"symbol\": \"BTCUSDT\", \"action\": \"open_short\", \"leverage\": %d, \"position_size_usd\": %.0f, \"stop_loss\": 97000, \"take_profit\": 91000, \"confidence\": 85, \"risk_usd\": 300},\n", - riskControl.BTCETHMaxLeverage, accountEquity*5)) - sb.WriteString(" {\"symbol\": \"ETHUSDT\", \"action\": \"close_long\"}\n") - sb.WriteString("]\n```\n") - sb.WriteString("\n\n") - sb.WriteString("## Field Description\n\n") - sb.WriteString("- `action`: open_long | open_short | close_long | close_short | hold | wait\n") - sb.WriteString(fmt.Sprintf("- `confidence`: 0-100 (opening recommended ≥ %d)\n", riskControl.MinConfidence)) - sb.WriteString("- Required when opening: leverage, position_size_usd, stop_loss, take_profit, confidence, risk_usd\n") - sb.WriteString("- **IMPORTANT**: All numeric values must be calculated numbers, NOT formulas/expressions (e.g., use `27.76` not `3000 * 0.01`)\n\n") - - // 8. Custom Prompt - if e.config.CustomPrompt != "" { - sb.WriteString("# 📌 Personalized Trading Strategy\n\n") - sb.WriteString(e.config.CustomPrompt) - sb.WriteString("\n\n") - sb.WriteString("Note: The above personalized strategy is a supplement to the basic rules and cannot violate the basic risk control principles.\n") - } - - return sb.String() -} - -// writeAvailableIndicators writes list of available indicators -func (e *StrategyEngine) writeAvailableIndicators(sb *strings.Builder) { - indicators := e.config.Indicators - kline := indicators.Klines - - sb.WriteString(fmt.Sprintf("- %s price series", kline.PrimaryTimeframe)) - if kline.EnableMultiTimeframe { - sb.WriteString(fmt.Sprintf(" + %s K-line series\n", kline.LongerTimeframe)) - } else { - sb.WriteString("\n") - } - - if indicators.EnableEMA { - sb.WriteString("- EMA indicators") - if len(indicators.EMAPeriods) > 0 { - sb.WriteString(fmt.Sprintf(" (periods: %v)", indicators.EMAPeriods)) - } - sb.WriteString("\n") - } - - if indicators.EnableMACD { - sb.WriteString("- MACD indicators\n") - } - - if indicators.EnableRSI { - sb.WriteString("- RSI indicators") - if len(indicators.RSIPeriods) > 0 { - sb.WriteString(fmt.Sprintf(" (periods: %v)", indicators.RSIPeriods)) - } - sb.WriteString("\n") - } - - if indicators.EnableATR { - sb.WriteString("- ATR indicators") - if len(indicators.ATRPeriods) > 0 { - sb.WriteString(fmt.Sprintf(" (periods: %v)", indicators.ATRPeriods)) - } - sb.WriteString("\n") - } - - if indicators.EnableVolume { - sb.WriteString("- Volume data\n") - } - - if indicators.EnableOI { - sb.WriteString("- Open Interest (OI) data\n") - } - - if indicators.EnableFundingRate { - sb.WriteString("- Funding rate\n") - } - - if len(e.config.CoinSource.StaticCoins) > 0 || e.config.CoinSource.UseCoinPool || e.config.CoinSource.UseOITop { - sb.WriteString("- AI500 / OI_Top filter tags (if available)\n") - } - - if indicators.EnableQuantData { - sb.WriteString("- Quantitative data (institutional/retail fund flow, position changes, multi-period price changes)\n") - } -} - -// GetRiskControlConfig gets risk control configuration -func (e *StrategyEngine) GetRiskControlConfig() store.RiskControlConfig { - return e.config.RiskControl -} - -// GetConfig gets complete strategy configuration -func (e *StrategyEngine) GetConfig() *store.StrategyConfig { - return e.config -} diff --git a/docker-compose.prod.yml b/docker-compose.prod.yml index b6f82604..8c3243ac 100644 --- a/docker-compose.prod.yml +++ b/docker-compose.prod.yml @@ -24,7 +24,7 @@ services: - .env environment: - TZ=${TZ:-Asia/Shanghai} - - AI_MAX_TOKENS=4000 + - AI_MAX_TOKENS=8000 networks: - nofx-network healthcheck: diff --git a/docker-compose.yml b/docker-compose.yml index 47068071..b17bbab2 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -10,17 +10,13 @@ services: ports: - "${NOFX_BACKEND_PORT:-8080}:8080" volumes: - - ./config.json:/app/config.json:ro - ./data:/app/data - - ./beta_codes.txt:/app/beta_codes.txt:ro - - ./prompts:/app/prompts - - /etc/localtime:/etc/localtime:ro # Sync host time + - /etc/localtime:/etc/localtime:ro + env_file: + - .env environment: - - TZ=${NOFX_TIMEZONE:-Asia/Shanghai} # Set timezone - - AI_MAX_TOKENS=4000 # AI响应的最大token数（默认2000，建议4000-8000） - - DATA_ENCRYPTION_KEY=${DATA_ENCRYPTION_KEY} # 数据库加密密钥 - - JWT_SECRET=${JWT_SECRET} # JWT认证密钥 - - RSA_PRIVATE_KEY=${RSA_PRIVATE_KEY} # RSA私钥（客户端加密） + - TZ=${TZ:-Asia/Shanghai} + - AI_MAX_TOKENS=8000 networks: - nofx-network healthcheck: diff --git a/img.png b/img.png new file mode 100644 index 0000000000000000000000000000000000000000..bb004f17e491aef5d54333742c09cb8185fdd88c GIT binary patch literal 373019 zcmaI81yqz@yEklrN=P>dBHf@;Qc_X^5<`cSG(!kOBi)@!NyE?`Gk|nSr_3;PcQ<^u z|8vg!p6_{{?^}ztV9jDP_ujLwef??^`bkOVIVJ_>g9i_u%gIWqK6rrT`ryISN6(%B zuQ=;wwLW<8?SY(>xVo#sPWn?%!qe-X@ki*|(q{zgG|~>=Jic8KCN_)n^{Sqs%+!9q z|3hh-(0rb6L;MimRDs2VxM?FJ^Il~Bq%3(q&sJwPE@A!n=(cIVt4Dt?jwl|Ik@9QN 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