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README.md

🗺️ NOFX Roadmap

Language: English | 中文

Strategic plan for NOFX development and universal market expansion.

📋 Overview

NOFX is on a mission to become the Universal AI Trading Operating System for all financial markets. Our proven infrastructure on crypto markets is being extended to stocks, futures, options, forex, and beyond.

Vision: Same architecture. Same agent framework. All markets.

🎯 Short-Term Roadmap

Phase 1: Core Infrastructure Enhancement

1.1 Security Enhancements

Goal: Protect sensitive data and reduce security vulnerabilities

  • Credential Management

    • Implement AES-256 encryption for API keys in database
    • Add encryption for private keys (Hyperliquid, Aster)
    • Use hardware security module (HSM) support for production
    • Implement key rotation mechanism
    • Add audit logging for all credential access

  • Application Security

    • Input validation and sanitization (prevent SQL injection, XSS)
    • Rate limiting for API endpoints
    • CORS policy configuration
    • JWT token expiration and refresh mechanism
    • Implement RBAC (Role-Based Access Control) for multi-user support
    • Add IP whitelisting for API access
    • Security headers (CSP, HSTS, X-Frame-Options)

  • Operational Security

    • Secure password hashing (bcrypt with salt)
    • 2FA enhancement (backup codes, multiple TOTP devices)
    • Session management (auto-logout, concurrent session limits)
    • Secrets management (environment variables, vault integration)
    • Regular dependency vulnerability scanning

1.2 Enhanced AI Capabilities

Goal: Richer prompts, flexible configuration, support for more AI models

  • Prompt System Overhaul

    • Template engine for dynamic prompt generation
    • Multi-language prompt support (chain-of-thought, few-shot, zero-shot)
    • Market condition-based prompt switching (bull, bear, sideways)
    • Historical performance feedback integration in prompts
    • Prompt versioning and A/B testing framework
    • User-customizable prompt templates via web interface

  • AI Model Integration

    • OpenAI GPT-4/GPT-4 Turbo support
    • Anthropic Claude 3 (Opus, Sonnet, Haiku) integration
    • Google Gemini Pro support
    • Local LLM support (Llama, Mistral via Ollama)
    • Multi-model ensemble (voting, weighted average)
    • Model performance tracking and auto-selection
    • Fallback mechanism when primary model fails

  • AI Decision Engine

    • Confidence scoring for each decision
    • Explanation generation (why this trade?)
    • Risk assessment integration in AI reasoning
    • Market regime detection (trend, mean-reversion, high volatility)
    • Cross-validation with technical indicators

1.3 Exchange Integration Expansion

Goal: Support more CEX and popular perp-DEX, both spot and futures

  • Centralized Exchanges (CEX)

    • OKX - Futures + Spot trading
    • Bybit - Futures + Spot trading
    • Bitget - Futures + Spot trading
    • Gate.io - Futures + Spot trading
    • KuCoin - Futures + Spot trading
    • Unified CEX interface for easy addition of new exchanges

  • Decentralized Perpetual Exchanges (Perp-DEX)

    • Hyperliquid (Ethereum L1) - High-performance orderbook DEX (✅ Supported)
    • Aster (Multi-chain) - Binance-compatible API DEX (✅ Supported)
    • Lighter (Arbitrum) - Gasless orderbook DEX with off-chain matching
    • EdgeX (Multi-chain) - Professional derivatives DEX
    • Unified DEX interface for consistent integration
    • Enhanced Hyperliquid integration (testnet support, advanced order types)
    • Enhanced Aster integration (cross-chain support, wallet management)

  • Spot + Futures Support

    • Dual-mode trading (spot arbitrage, futures hedging)
    • Cross-exchange arbitrage detection
    • Unified position tracking across spot and futures
    • Auto-conversion between spot and perpetual strategies

  • Exchange Infrastructure

    • Trading Data Analysis API Integration (In-house developed)
      • AI500 integration - In-house AI-powered coin selection model
      • OI (Open Interest) Analysis - Real-time open interest tracking and anomaly detection
      • NetFlow Analysis - On-chain fund flow analysis for market sentiment
      • Market sentiment aggregator - Combine multiple data sources for enhanced AI decision making
      • Custom indicator API - Support for proprietary technical indicators
    • Automatic precision handling (quantity, price decimals)
    • Order type abstraction (market, limit, stop-loss, take-profit)
    • Unified error handling and retry logic
    • WebSocket support for real-time data
    • Rate limit management per exchange

1.4 Project Structure Refactoring

Goal: Clear hierarchy, high cohesion, low coupling, easy to extend and maintain

  • Architecture Redesign

    • Implement layered architecture (Presentation → Business Logic → Data Access)
    • Apply SOLID principles (especially Liskov Substitution Principle for exchange adapters)
    • Extract common interfaces for all exchange implementations
    • Separate concerns: trading logic, data fetching, decision making, execution
    • Implement dependency injection for better testability

  • Code Organization

    • Refactor monolithic modules into smaller, focused packages
    • Create abstract base classes for traders, exchanges, AI models
    • Implement factory pattern for exchange/AI model creation
    • Standardize error handling and logging across all modules
    • Remove circular dependencies and improve import structure

  • Configuration Management

    • Centralize all configuration in structured config files
    • Implement hot-reload for non-critical configuration changes
    • Validate configurations at startup with clear error messages
    • Support environment-specific configs (dev/staging/production)

1.5 User Experience Improvements

Goal: Enhanced web interface, better monitoring, and alerting system

  • Web Interface Enhancements

    • Mobile-responsive design (tablet and phone support)
    • Dark/Light theme toggle with user preference saving
    • Advanced charting with TradingView widget integration
    • Real-time WebSocket updates (replace polling for positions/orders)
    • Drag-and-drop dashboard customization
    • Multi-language support (EN, CN, RU, UK)

  • Configuration Interface

    • Visual strategy builder (no-code flow diagram)
    • Live configuration preview before saving
    • Configuration templates for common strategies
    • Bulk trader management (start/stop multiple traders)
    • Exchange credential testing (verify before saving)
    • AI model testing interface (test prompts before deployment)

  • Monitoring & Analytics

    • Real-time performance dashboard with key metrics
    • Equity curve visualization (per trader, per exchange, overall)
    • Drawdown analysis and risk metrics
    • Trade history with filtering and search
    • P&L breakdown by symbol, time period, strategy
    • Comparison view (multiple traders side-by-side)
    • Export functionality (CSV, JSON, PDF reports)

  • Alert & Notification System

    • Multi-channel alerts (Email, Telegram, Discord, Webhook)
    • Configurable alert rules (profit threshold, loss limit, error detection)
    • Alert priority levels (critical, warning, info)
    • Alert history and acknowledgment tracking
    • Daily/Weekly performance summary emails
    • System health monitoring (API connectivity, database status)

Phase 2: Testing & Stability

2.1 Quality Assurance

  • Comprehensive unit test coverage (>80%)
  • Integration tests for all exchange adapters
  • Load testing (100+ concurrent traders)
  • Security audit (API key encryption, SQL injection prevention)

2.2 Documentation

  • Complete API reference documentation
  • Video tutorials for beginners
  • Strategy development guide
  • Troubleshooting playbook

2.3 Community Features

  • Public strategy marketplace (share/sell strategies)
  • Leaderboard with verified performance
  • Community forum integration
  • Bug bounty program

🚀 Long-Term Roadmap

Phase 3: Universal Market Expansion

Goal: Extend the proven crypto trading infrastructure to all major financial markets.

3.1 Stock Markets

  • US Equities (Interactive Brokers, Alpaca Markets)
  • Asian Markets (A-shares, Hong Kong, Japan)
  • Fundamental analysis integration (earnings, P/E, dividends)
  • AI-powered stock screening

3.2 Futures Markets

  • Commodity Futures (Energy, Metals, Agriculture)
  • Index Futures (S&P 500, NASDAQ, Dow Jones, VIX)
  • Rollover management and spread trading

3.3 Options Trading

  • Options chain data and Greeks calculation
  • Equity, Index, and Crypto options
  • Options strategy builder

3.4 Forex Markets

  • Major currency pairs and exotic pairs
  • Interest rate analysis and carry trade support

Phase 4: Advanced AI & Automation

Goal: Implement cutting-edge AI technologies for autonomous trading.

  • Multi-Agent orchestration (specialized agents with dynamic coordination)
  • Reinforcement Learning (DQN, PPO, transfer learning)
  • Alternative data integration (social sentiment, news, on-chain analytics)

Phase 5: Enterprise & Scaling

Goal: Scale infrastructure for institutional use and high-volume trading.

  • Database migration (PostgreSQL/MySQL, Redis, TimescaleDB)
  • Microservices architecture with Kubernetes deployment
  • Multi-user RBAC and white-label solutions
  • Advanced analytics and compliance reporting

📊 Key Metrics & Milestones

Short-Term Targets

  • 100+ supported trading pairs across all exchanges
  • 10,000+ active trader instances
  • 5+ new exchange integrations
  • 80%+ test coverage
  • 99.9% uptime

Long-Term Targets

  • All major asset classes supported (crypto, stocks, futures, options, forex)
  • 50,000+ active users
  • Enterprise tier launched
  • Institutional partnerships established

🤝 Community Involvement

We welcome community contributions to accelerate our roadmap:

  • Vote on Features: Join our Telegram community to vote on priority features
  • Contribute Code: Check our Contributing Guide
  • Bug Bounties: Report issues and earn rewards
  • Strategy Sharing: Share your successful strategies

📝 Roadmap Updates

This roadmap is reviewed and updated quarterly based on:

  • Community feedback
  • Market demands
  • Technical feasibility
  • Resource availability

Last Updated: 2025-11-01

📚 Related Documentation

← Back to Documentation Home

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