mirror of
https://github.com/NoFxAiOS/nofx.git
synced 2026-07-07 04:50:57 +08:00
58ea77be6b
- Crypto: real-time data (market.Get) + AI analysis - Stocks/Forex: AI answers with its own knowledge (A股/港股/美股/外汇) - No more 'coming soon' — if AI is configured, it can analyze anything - Graceful fallback: no AI → guide user to configure - AI prompt asks for: asset type, fundamentals, trend, key levels, risks
587 lines
17 KiB
Go
587 lines
17 KiB
Go
// Package agent implements the NOFXi Agent Core.
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//
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// This is the "brain" layer that sits on top of NOFX's existing trading engine.
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// It adds: natural language interaction, proactive market monitoring,
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// trading memory/learning, and autonomous decision-making.
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//
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// Architecture:
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// NOFX (engine) provides: kernel, trader, market, store, mcp
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// Agent (brain) adds: perception, thinking, memory, interaction
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//
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// The agent does NOT replace any NOFX functionality — it enhances it.
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package agent
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import (
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"context"
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"fmt"
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"log/slog"
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"strconv"
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"strings"
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"time"
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"nofx/manager"
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"nofx/market"
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"nofx/mcp"
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"nofx/store"
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)
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// Agent is the NOFXi intelligence layer on top of NOFX.
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type Agent struct {
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// NOFX core (injected)
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traderManager *manager.TraderManager
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store *store.Store
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aiClient mcp.AIClient
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// Agent components
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config *Config
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sentinel *Sentinel
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brain *Brain
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scheduler *Scheduler
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router *Router
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logger *slog.Logger
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// Notification callback (set by telegram/web)
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NotifyFunc func(userID int64, text string) error
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}
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// Config holds agent-specific configuration.
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type Config struct {
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Language string `json:"language"` // "zh" or "en"
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WatchSymbols []string `json:"watch_symbols"` // Default symbols to watch
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EnableBriefs bool `json:"enable_briefs"` // Morning/evening market briefs
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EnableNews bool `json:"enable_news"` // News scanning
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EnableSentinel bool `json:"enable_sentinel"` // Market anomaly detection
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BriefTimes []int `json:"brief_times"` // Hours to send briefs (e.g. [8, 20])
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}
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// DefaultConfig returns sensible defaults.
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func DefaultConfig() *Config {
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return &Config{
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Language: "zh",
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WatchSymbols: []string{"BTCUSDT", "ETHUSDT", "SOLUSDT"},
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EnableBriefs: true,
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EnableNews: true,
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EnableSentinel: true,
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BriefTimes: []int{8, 20},
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}
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}
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// New creates a new NOFXi Agent.
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func New(
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traderMgr *manager.TraderManager,
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st *store.Store,
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cfg *Config,
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logger *slog.Logger,
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) *Agent {
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if cfg == nil {
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cfg = DefaultConfig()
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}
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a := &Agent{
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traderManager: traderMgr,
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store: st,
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config: cfg,
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logger: logger,
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}
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a.router = NewRouter()
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a.scheduler = NewScheduler(a, logger)
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return a
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}
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// SetAIClient sets the MCP AI client for LLM calls.
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func (a *Agent) SetAIClient(c mcp.AIClient) {
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a.aiClient = c
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}
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// Start starts all agent services.
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func (a *Agent) Start() {
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a.logger.Info("starting NOFXi agent...")
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// Start sentinel (market anomaly detection)
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if a.config.EnableSentinel {
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a.sentinel = NewSentinel(a.config.WatchSymbols, a.handleSignal, a.logger)
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a.sentinel.Start()
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a.logger.Info("sentinel started", "symbols", a.config.WatchSymbols)
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}
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// Start brain (proactive intelligence)
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a.brain = NewBrain(a, a.logger)
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if a.config.EnableNews {
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a.brain.StartNewsScan(5 * time.Minute)
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a.logger.Info("news scanner started")
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}
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if a.config.EnableBriefs {
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a.brain.StartMarketBriefs(a.config.BriefTimes)
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a.logger.Info("market briefs enabled", "hours", a.config.BriefTimes)
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}
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// Start scheduler
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a.scheduler.Start(context.Background())
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a.logger.Info("scheduler started")
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a.logger.Info("NOFXi agent is online 🚀")
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}
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// Stop stops all agent services.
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func (a *Agent) Stop() {
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if a.sentinel != nil {
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a.sentinel.Stop()
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}
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if a.brain != nil {
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a.brain.Stop()
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}
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a.scheduler.Stop()
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a.logger.Info("NOFXi agent stopped")
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}
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// HandleMessage processes a user message and returns a response.
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// This is the main entry point for Telegram/Web interaction.
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func (a *Agent) HandleMessage(ctx context.Context, userID int64, text string) (string, error) {
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// Extract language from prefix [lang:xx]
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lang := a.config.Language
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if strings.HasPrefix(text, "[lang:") {
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if end := strings.Index(text, "] "); end > 0 {
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lang = text[6:end]
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text = text[end+2:]
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}
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}
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a.logger.Info("agent message", "user_id", userID, "text", text)
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// Setup flow — only if user is explicitly configuring
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if resp, handled := a.handleSetupFlow(userID, text, lang); handled {
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return resp, nil
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}
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intent := a.router.Route(text)
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switch intent.Type {
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case IntentHelp:
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return a.msg(lang, "help"), nil
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case IntentStatus:
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return a.handleStatus(lang), nil
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case IntentQuery:
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return a.handleQuery(lang, intent)
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case IntentAnalyze:
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return a.handleAnalyze(ctx, lang, intent)
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case IntentTrade:
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return a.handleTrade(lang, intent)
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case IntentWatch:
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return a.handleWatch(lang, intent), nil
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case IntentStrategy:
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return a.handleStrategyCmd(lang, intent), nil
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default:
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return a.handleChat(ctx, lang, userID, text)
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}
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}
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// --- Handlers using NOFX core ---
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func (a *Agent) handleStatus(L string) string {
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traderCount := 0
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runningCount := 0
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if a.traderManager != nil {
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all := a.traderManager.GetAllTraders()
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traderCount = len(all)
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for _, t := range all {
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status := t.GetStatus()
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if isRunning, ok := status["is_running"].(bool); ok && isRunning {
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runningCount++
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}
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}
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}
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watchCount := 0
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if a.sentinel != nil {
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watchCount = a.sentinel.SymbolCount()
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}
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return fmt.Sprintf(a.msg(L, "status"),
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runningCount, traderCount, watchCount, time.Now().Format("2006-01-02 15:04:05"))
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}
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func (a *Agent) handleQuery(L string, intent Intent) (string, error) {
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raw := strings.ToLower(intent.Raw)
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// Get live data from NOFX trader manager
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if a.traderManager == nil {
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return a.msg(L, "no_traders"), nil
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}
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// List all positions across all traders
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if strings.Contains(raw, "position") || strings.Contains(raw, "持仓") {
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return a.queryAllPositions(L)
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}
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if strings.Contains(raw, "balance") || strings.Contains(raw, "余额") {
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return a.queryAllBalances(L)
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}
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if strings.Contains(raw, "trader") || strings.Contains(raw, "交易员") {
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return a.queryTraders(L, nil)
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}
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return a.queryAllPositions(L)
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}
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func (a *Agent) queryAllPositions(L string) (string, error) {
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traders := a.traderManager.GetAllTraders()
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if len(traders) == 0 {
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return a.msg(L, "no_traders"), nil
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}
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var sb strings.Builder
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sb.WriteString(a.msg(L, "positions_header"))
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totalPnL := 0.0
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hasPosition := false
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for id, t := range traders {
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positions, err := t.GetPositions()
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if err != nil {
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continue
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}
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for _, p := range positions {
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size := toFloat(p["size"])
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if size == 0 {
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continue
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}
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hasPosition = true
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pnl := toFloat(p["unrealizedPnl"])
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e := "🟢"
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if pnl < 0 {
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e = "🔴"
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}
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sb.WriteString(fmt.Sprintf("%s *%s* %s\n Entry: $%.4f → $%.4f | P/L: $%.2f\n Trader: %s\n\n",
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e, p["symbol"], p["side"],
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toFloat(p["entryPrice"]), toFloat(p["markPrice"]), pnl,
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id[:8]))
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totalPnL += pnl
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}
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}
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if !hasPosition {
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return a.msg(L, "no_positions"), nil
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}
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sb.WriteString(fmt.Sprintf(a.msg(L, "total_pnl"), totalPnL))
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return sb.String(), nil
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}
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func (a *Agent) queryAllBalances(L string) (string, error) {
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traders := a.traderManager.GetAllTraders()
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if len(traders) == 0 {
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return a.msg(L, "no_traders"), nil
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}
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var sb strings.Builder
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sb.WriteString(a.msg(L, "balance_header"))
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for id, t := range traders {
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info, err := t.GetAccountInfo()
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if err != nil {
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continue
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}
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sb.WriteString(fmt.Sprintf("*%s* (%s)\n Total: $%.2f | Available: $%.2f | P/L: $%.2f\n\n",
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t.GetName(), id[:8],
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toFloat(info["total_equity"]),
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toFloat(info["available_balance"]),
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toFloat(info["unrealized_pnl"])))
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}
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return sb.String(), nil
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}
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func (a *Agent) queryTraders(L string, _ interface{}) (string, error) {
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traders := a.traderManager.GetAllTraders()
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if len(traders) == 0 {
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return a.msg(L, "no_traders"), nil
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}
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var sb strings.Builder
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sb.WriteString(a.msg(L, "traders_header"))
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for id, t := range traders {
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s := t.GetStatus()
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running, _ := s["is_running"].(bool)
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icon := "⏹"
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if running {
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icon = "▶️"
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}
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sb.WriteString(fmt.Sprintf("%s *%s* `%s`\n Exchange: %s | AI: %s\n\n",
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icon, t.GetName(), id[:8], t.GetExchange(), t.GetAIModel()))
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}
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return sb.String(), nil
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}
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func toFloat(v interface{}) float64 {
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switch x := v.(type) {
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case float64:
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return x
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case float32:
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return float64(x)
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case int:
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return float64(x)
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case int64:
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return float64(x)
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case string:
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f, _ := strconv.ParseFloat(x, 64)
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return f
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}
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return 0
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}
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func (a *Agent) handleAnalyze(ctx context.Context, L string, intent Intent) (string, error) {
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symbol := "BTCUSDT"
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if d, ok := intent.Params["detail"]; ok && d != "" {
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d = strings.TrimSpace(d)
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// Clean up Chinese suffixes
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for _, suffix := range []string{"吗", "呢", "嘛", "啊", "这只股票", "这只", "这个", "股票"} {
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d = strings.TrimSuffix(d, suffix)
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}
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d = strings.TrimSpace(d)
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if d != "" {
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symbol = strings.ToUpper(d)
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if !strings.HasSuffix(symbol, "USDT") && len(symbol) <= 10 {
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symbol += "USDT"
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}
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}
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}
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displayName := strings.TrimSuffix(symbol, "USDT")
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header := fmt.Sprintf(a.msg(L, "analysis_header"), displayName)
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// Try crypto market data first
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md, err := market.Get(symbol)
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if err == nil {
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// Got real data — AI + data = best analysis
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prompt := buildAnalysisPrompt(symbol, md, L)
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if a.aiClient != nil {
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if resp, aiErr := a.aiClient.CallWithMessages(a.msg(L, "system_prompt"), prompt); aiErr == nil && resp != "" {
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return header + "\n\n" + resp, nil
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}
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}
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return header + "\n\n" + market.Format(md), nil
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}
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// No crypto data — might be stock/forex. Let AI answer with its knowledge.
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if a.aiClient != nil {
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var prompt string
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if L == "zh" {
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prompt = fmt.Sprintf("用户想分析「%s」。请提供：\n1. 标的类型（A股/港股/美股/外汇/其他）\n2. 基本面分析\n3. 近期走势判断\n4. 关键价位和风险提示\n\n不确定的数据请诚实说明。简洁专业。", displayName)
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} else {
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prompt = fmt.Sprintf("Analyze '%s': asset type, fundamentals, recent trend, key levels, risks. Be honest about data freshness.", displayName)
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}
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if resp, aiErr := a.aiClient.CallWithMessages(a.msg(L, "system_prompt"), prompt); aiErr == nil && resp != "" {
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return header + "\n\n" + resp, nil
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}
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}
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// No AI, no data
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if L == "zh" {
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return header + "\n\n⚠️ 暂无实时数据，配置 AI 后（发送 *开始配置*）我可以分析任何标的——A股、港股、美股、外汇都行。", nil
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}
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return header + "\n\n⚠️ No real-time data. Configure AI (send *setup*) to analyze any asset — stocks, forex, crypto.", nil
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}
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func buildAnalysisPrompt(symbol string, md *market.Data, L string) string {
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var sb strings.Builder
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sb.WriteString(fmt.Sprintf("Analyze %s for trading.\n\n", symbol))
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sb.WriteString(fmt.Sprintf("Current Price: $%.4f\n", md.CurrentPrice))
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sb.WriteString(fmt.Sprintf("1h Change: %.2f%%\n", md.PriceChange1h))
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sb.WriteString(fmt.Sprintf("4h Change: %.2f%%\n", md.PriceChange4h))
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sb.WriteString(fmt.Sprintf("EMA20: %.4f\n", md.CurrentEMA20))
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sb.WriteString(fmt.Sprintf("MACD: %.4f\n", md.CurrentMACD))
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sb.WriteString(fmt.Sprintf("RSI7: %.2f\n", md.CurrentRSI7))
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sb.WriteString(fmt.Sprintf("Funding Rate: %.4f%%\n", md.FundingRate*100))
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if md.OpenInterest != nil {
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sb.WriteString(fmt.Sprintf("OI: %.0f (avg: %.0f)\n", md.OpenInterest.Latest, md.OpenInterest.Average))
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}
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if L == "zh" {
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sb.WriteString("\n请用中文给出交易建议，包括方向、入场价、止损、止盈。简洁专业。")
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} else {
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sb.WriteString("\nGive trading recommendation: direction, entry, stop loss, take profit. Be concise and professional.")
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}
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return sb.String()
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}
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func (a *Agent) handleTrade(L string, intent Intent) (string, error) {
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action := strings.ToLower(intent.Params["action"])
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detail := intent.Params["detail"]
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traders := a.traderManager.GetAllTraders()
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if len(traders) == 0 {
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return a.msg(L, "no_traders"), nil
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}
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// Parse symbol and quantity
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parts := strings.Fields(detail)
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if len(parts) < 1 {
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return a.msg(L, "trade_usage"), nil
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}
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symbol := strings.ToUpper(parts[0])
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if !strings.HasSuffix(symbol, "USDT") {
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symbol += "USDT"
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}
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qty := 0.0
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if len(parts) >= 2 {
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q, err := strconv.ParseFloat(parts[1], 64)
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if err != nil {
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return fmt.Sprintf(a.msg(L, "invalid_qty"), parts[1]), nil
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}
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qty = q
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}
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leverage := 1
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if len(parts) >= 3 {
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if l, err := strconv.Atoi(strings.TrimSuffix(strings.ToLower(parts[2]), "x")); err == nil {
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leverage = l
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}
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}
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// Find a running trader that can execute
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var traderID string
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for id, t := range traders {
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s := t.GetStatus()
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if running, ok := s["is_running"].(bool); ok && running {
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traderID = id
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break
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}
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}
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if traderID == "" {
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return a.msg(L, "no_running_trader"), nil
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}
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_ = qty
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_ = leverage
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_ = action
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// For now, acknowledge but don't execute (safety)
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if L == "zh" {
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return fmt.Sprintf("⚡ *交易请求*\n\n• 操作: %s\n• 交易对: %s\n• 数量: %.6f\n• 杠杆: %dx\n• Trader: %s\n\n⚠️ 自动执行功能开发中。请在 Web UI 中操作。",
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strings.ToUpper(action), symbol, qty, leverage, traderID[:8]), nil
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}
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return fmt.Sprintf("⚡ *Trade Request*\n\n• Action: %s\n• Symbol: %s\n• Qty: %.6f\n• Leverage: %dx\n• Trader: %s\n\n⚠️ Auto-execution coming soon. Please use Web UI.",
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strings.ToUpper(action), symbol, qty, leverage, traderID[:8]), nil
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}
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func (a *Agent) handleWatch(L string, intent Intent) string {
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parts := strings.Fields(intent.Raw)
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if len(parts) < 2 {
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if a.sentinel == nil {
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return a.msg(L, "sentinel_off")
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}
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return a.sentinel.FormatWatchlist(L)
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}
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cmd := strings.ToLower(parts[0])
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symbol := strings.ToUpper(parts[1])
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if !strings.HasSuffix(symbol, "USDT") {
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symbol += "USDT"
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}
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if a.sentinel == nil {
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return a.msg(L, "sentinel_off")
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}
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switch cmd {
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case "/watch":
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a.sentinel.AddSymbol(symbol)
|
||
if L == "zh" {
|
||
return fmt.Sprintf("👁️ 已添加 *%s* 到监控列表", symbol)
|
||
}
|
||
return fmt.Sprintf("👁️ Now watching *%s*", symbol)
|
||
case "/unwatch":
|
||
a.sentinel.RemoveSymbol(symbol)
|
||
if L == "zh" {
|
||
return fmt.Sprintf("🚫 已移除 *%s*", symbol)
|
||
}
|
||
return fmt.Sprintf("🚫 Removed *%s* from watchlist", symbol)
|
||
}
|
||
return ""
|
||
}
|
||
|
||
func (a *Agent) handleStrategyCmd(L string, intent Intent) string {
|
||
parts := strings.Fields(intent.Raw)
|
||
if len(parts) < 2 {
|
||
result, _ := a.queryTraders(L, nil)
|
||
return result
|
||
}
|
||
if L == "zh" {
|
||
return "🤖 策略管理请使用 Web UI (http://localhost:8080)"
|
||
}
|
||
return "🤖 Use Web UI for strategy management (http://localhost:8080)"
|
||
}
|
||
|
||
func (a *Agent) handleChat(ctx context.Context, L string, userID int64, text string) (string, error) {
|
||
// Try to enrich with real market data if user mentions a tradable asset
|
||
enrichment := ""
|
||
for _, sym := range []string{"BTC", "ETH", "SOL", "BNB", "XRP", "DOGE", "ADA", "AVAX", "DOT", "LINK"} {
|
||
if strings.Contains(strings.ToUpper(text), sym) {
|
||
md, err := market.Get(sym + "USDT")
|
||
if err == nil {
|
||
enrichment += fmt.Sprintf("\n\n[Real-time %s data]\nPrice: $%.4f | 1h: %.2f%% | 4h: %.2f%% | RSI7: %.1f | EMA20: %.4f | MACD: %.6f | Funding: %.4f%%",
|
||
sym, md.CurrentPrice, md.PriceChange1h, md.PriceChange4h, md.CurrentRSI7, md.CurrentEMA20, md.CurrentMACD, md.FundingRate*100)
|
||
}
|
||
break
|
||
}
|
||
}
|
||
|
||
userPrompt := text
|
||
if enrichment != "" {
|
||
userPrompt = text + enrichment
|
||
}
|
||
|
||
// Use AI if available
|
||
if a.aiClient != nil {
|
||
systemPrompt := a.msg(L, "system_prompt")
|
||
resp, err := a.aiClient.CallWithMessages(systemPrompt, userPrompt)
|
||
if err != nil {
|
||
a.logger.Error("AI call failed", "error", err)
|
||
// Fall through to no-AI response
|
||
} else {
|
||
return resp, nil
|
||
}
|
||
}
|
||
|
||
// No AI available — still be helpful
|
||
if enrichment != "" {
|
||
// We have market data, format it nicely
|
||
if L == "zh" {
|
||
return "📊 我目前还没有配置 AI 模型，但我可以给你实时数据：\n" + enrichment + "\n\n💡 发送 *开始配置* 来配置 AI 模型，我就能给你更详细的分析了。", nil
|
||
}
|
||
return "📊 No AI model configured yet, but here's the real-time data:\n" + enrichment + "\n\n💡 Send *setup* to configure an AI model for deeper analysis.", nil
|
||
}
|
||
|
||
// No data, no AI — give guidance
|
||
if L == "zh" {
|
||
return "🤖 我是 NOFXi，你的 AI 交易 Agent。\n\n" +
|
||
"我现在可以帮你：\n" +
|
||
"• `/analyze BTC` — 查看实时行情和技术指标\n" +
|
||
"• `/watch BTC` — 监控价格变动\n" +
|
||
"• `/status` — 系统状态\n\n" +
|
||
"发送 *开始配置* 来配置 AI 模型和交易所，我就能做更多了！", nil
|
||
}
|
||
return "🤖 I'm NOFXi, your AI trading agent.\n\n" +
|
||
"I can help you with:\n" +
|
||
"• `/analyze BTC` — real-time indicators\n" +
|
||
"• `/watch BTC` — price monitoring\n" +
|
||
"• `/status` — system status\n\n" +
|
||
"Send *setup* to configure AI model & exchange for full capabilities!", nil
|
||
}
|
||
|
||
func (a *Agent) handleSignal(sig Signal) {
|
||
if a.brain != nil {
|
||
a.brain.HandleSignal(sig)
|
||
}
|
||
}
|
||
|
||
func (a *Agent) notifyAll(text string) {
|
||
// Notify via Telegram (using existing NOFX telegram system)
|
||
if a.NotifyFunc != nil {
|
||
a.NotifyFunc(0, text)
|
||
}
|
||
}
|