Feat: Update docs

- 重构文档结构
- 更新文档内容
- 制定roadmap
- 提供中/EN 双语文档
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# 🗺️ NOFX Roadmap
**Language:** [English](README.md) | [中文](README.zh-CN.md)
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)**
- [x] **Hyperliquid** (Ethereum L1) - High-performance orderbook DEX (✅ Supported)
- [x] **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](https://t.me/nofx_dev_community) to vote on priority features
- **Contribute Code**: Check our [Contributing Guide](../../CONTRIBUTING.md)
- **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
- [Architecture Documentation](../architecture/README.md) - Technical architecture details
- [Getting Started](../getting-started/README.md) - Setup and deployment
- [Contributing Guide](../../CONTRIBUTING.md) - How to contribute
- [Changelog](../../CHANGELOG.md) - Version history
---
[← Back to Documentation Home](../README.md)

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# 🗺️ NOFX 路线图
**语言:** [English](README.md) | [中文](README.zh-CN.md)
NOFX 发展和通用市场扩展的战略规划。
---
## 📋 概述
NOFX 的使命是成为所有金融市场的**通用 AI 交易操作系统**。我们在加密货币市场上经过验证的基础设施正在扩展到股票、期货、期权、外汇等领域。
**愿景:** 相同架构。相同智能体框架。所有市场。
---
## 🎯 短期路线图
### 阶段1: 核心基础设施增强
#### 1.1 安全性增强
**目标:** 保护敏感数据,减少安全漏洞
- **凭证管理**
- [ ] 为数据库中的API密钥实现AES-256加密
- [ ] 为私钥Hyperliquid、Aster添加加密
- [ ] 为生产环境支持硬件安全模块HSM
- [ ] 实现密钥轮换机制
- [ ] 为所有凭证访问添加审计日志
- **应用安全**
- [ ] 输入验证和清理防止SQL注入、XSS攻击
- [ ] API端点的速率限制
- [ ] CORS策略配置
- [ ] JWT令牌过期和刷新机制
- [ ] 实现RBAC基于角色的访问控制支持多用户
- [ ] 添加API访问的IP白名单
- [ ] 安全头部CSP、HSTS、X-Frame-Options
- **运营安全**
- [ ] 安全密码哈希bcrypt加盐
- [ ] 2FA增强备份码、多个TOTP设备
- [ ] 会话管理(自动登出、并发会话限制)
- [ ] 密钥管理环境变量、vault集成
- [ ] 定期依赖项漏洞扫描
#### 1.2 增强AI能力
**目标:** 更丰富的prompts、灵活配置、支持更多AI模型
- **Prompt系统全面改造**
- [ ] 动态prompt生成的模板引擎
- [ ] 多语言prompt支持思维链、few-shot、zero-shot
- [ ] 基于市场状况的prompt切换牛市、熊市、震荡
- [ ] 在prompts中集成历史绩效反馈
- [ ] Prompt版本控制和A/B测试框架
- [ ] 通过Web界面自定义prompt模板
- **AI模型集成**
- [ ] OpenAI GPT-4/GPT-4 Turbo支持
- [ ] Anthropic Claude 3Opus、Sonnet、Haiku集成
- [ ] Google Gemini Pro支持
- [ ] 本地LLM支持通过Ollama的Llama、Mistral
- [ ] 多模型集成(投票、加权平均)
- [ ] 模型性能跟踪和自动选择
- [ ] 主模型失败时的降级机制
- **AI决策引擎**
- [ ] 每个决策的置信度评分
- [ ] 解释生成(为什么做这笔交易?)
- [ ] AI推理中的风险评估集成
- [ ] 市场状态检测(趋势、均值回归、高波动)
- [ ] 与技术指标的交叉验证
#### 1.3 交易所集成扩展
**目标:** 支持更多CEX和流行的perp-DEX现货和合约
- **中心化交易所CEX**
- [ ] **OKX** - 合约 + 现货交易
- [ ] **Bybit** - 合约 + 现货交易
- [ ] **Bitget** - 合约 + 现货交易
- [ ] **Gate.io** - 合约 + 现货交易
- [ ] **KuCoin** - 合约 + 现货交易
- [ ] 统一的CEX接口便于添加新交易所
- **去中心化永续交易所Perp-DEX**
- [x] **Hyperliquid**Ethereum L1- 高性能订单簿DEX✅ 已支持)
- [x] **Aster**(多链)- Binance兼容API的DEX✅ 已支持)
- [ ] **Lighter**Arbitrum- 无Gas订单簿DEX链下撮合
- [ ] **EdgeX**(多链)- 专业衍生品DEX
- [ ] 统一的DEX接口保证集成一致性
- [ ] 增强Hyperliquid集成测试网支持、高级订单类型
- [ ] 增强Aster集成跨链支持、钱包管理
- **现货 + 合约支持**
- [ ] 双模式交易(现货套利、合约对冲)
- [ ] 跨交易所套利检测
- [ ] 现货和合约的统一持仓跟踪
- [ ] 现货和永续策略之间的自动转换
- **交易所基础设施**
- [ ] **交易数据分析API集成**(自研)
- [ ] AI500集成 - 自研AI选币模型
- [ ] OI持仓量分析 - 实时持仓量跟踪和异常检测
- [ ] NetFlow分析 - 链上资金流向分析,用于市场情绪判断
- [ ] 市场情绪聚合器 - 整合多个数据源增强AI决策能力
- [ ] 自定义指标API - 支持专有技术指标
- [ ] 自动精度处理(数量、价格小数位)
- [ ] 订单类型抽象(市价、限价、止损、止盈)
- [ ] 统一的错误处理和重试逻辑
- [ ] 实时数据的WebSocket支持
- [ ] 每个交易所的速率限制管理
#### 1.4 项目结构重构
**目标:** 清晰层次、高内聚低耦合、易于扩展和维护
- **架构重新设计**
- [ ] 实现分层架构(表现层 → 业务逻辑层 → 数据访问层)
- [ ] 应用SOLID原则特别是里氏替换原则用于交易所适配器
- [ ] 为所有交易所实现提取通用接口
- [ ] 分离关注点:交易逻辑、数据获取、决策制定、执行
- [ ] 实现依赖注入以提高可测试性
- **代码组织**
- [ ] 将单体模块重构为更小、更专注的包
- [ ] 为traders、exchanges、AI模型创建抽象基类
- [ ] 实现工厂模式用于交易所/AI模型的创建
- [ ] 标准化所有模块的错误处理和日志记录
- [ ] 消除循环依赖并改进导入结构
- **配置管理**
- [ ] 将所有配置集中到结构化配置文件中
- [ ] 实现非关键配置的热重载
- [ ] 启动时验证配置并提供清晰的错误消息
- [ ] 支持环境特定配置dev/staging/production
#### 1.5 用户体验改进
**目标:** 增强Web界面、更好的监控和告警系统
- **Web界面增强**
- [ ] 移动端响应式设计(平板和手机支持)
- [ ] 深色/浅色主题切换并保存用户偏好
- [ ] TradingView小部件集成的高级图表
- [ ] 实时WebSocket更新替代持仓/订单的轮询)
- [ ] 拖拽式仪表板自定义
- [ ] 多语言支持EN、CN、RU、UK
- **配置界面**
- [ ] 可视化策略构建器(无代码流程图)
- [ ] 保存前的实时配置预览
- [ ] 常用策略的配置模板
- [ ] 批量trader管理启动/停止多个traders
- [ ] 交易所凭证测试(保存前验证)
- [ ] AI模型测试界面部署前测试prompts
- **监控与分析**
- [ ] 实时性能仪表板和关键指标
- [ ] 权益曲线可视化每个trader、每个交易所、总体
- [ ] 回撤分析和风险指标
- [ ] 带过滤和搜索的交易历史
- [ ] 按币种、时间段、策略的盈亏分解
- [ ] 比较视图多个traders并排
- [ ] 导出功能CSV、JSON、PDF报告
- **告警与通知系统**
- [ ] 多渠道告警Email、Telegram、Discord、Webhook
- [ ] 可配置的告警规则(利润阈值、亏损限制、错误检测)
- [ ] 告警优先级(严重、警告、信息)
- [ ] 告警历史和确认跟踪
- [ ] 每日/每周性能摘要邮件
- [ ] 系统健康监控API连接、数据库状态
### 阶段2: 测试与稳定性
#### 2.1 质量保证
- [ ] 全面的单元测试覆盖率(>80%
- [ ] 所有交易所适配器的集成测试
- [ ] 负载测试100+并发交易者)
- [ ] 安全审计API密钥加密、SQL注入防护
#### 2.2 文档
- [ ] 完整的API参考文档
- [ ] 新手视频教程
- [ ] 策略开发指南
- [ ] 故障排查手册
#### 2.3 社区功能
- [ ] 公开策略市场(分享/出售策略)
- [ ] 经过验证的绩效排行榜
- [ ] 社区论坛集成
- [ ] 漏洞赏金计划
---
## 🚀 长期路线图
### 阶段3: 通用市场扩展
**目标:** 将经过验证的加密货币交易基础设施扩展到所有主要金融市场。
#### 3.1 股票市场
- [ ] 美股Interactive Brokers、Alpaca Markets
- [ ] 亚洲市场A股、香港、日本
- [ ] 基本面分析集成(财报、市盈率、股息)
- [ ] AI驱动的股票筛选
#### 3.2 期货市场
- [ ] 商品期货(能源、金属、农产品)
- [ ] 指数期货标普500、纳斯达克、道琼斯、VIX
- [ ] 展期管理和价差交易
#### 3.3 期权交易
- [ ] 期权链数据和Greeks计算
- [ ] 股票、指数和加密期权
- [ ] 期权策略构建器
#### 3.4 外汇市场
- [ ] 主要货币对和稀有货币对
- [ ] 利率分析和套息交易支持
---
### 阶段4: 高级AI与自动化
**目标:** 实现前沿AI技术用于自主交易。
- [ ] 多智能体编排(专业化智能体与动态协调)
- [ ] 强化学习DQN、PPO、迁移学习
- [ ] 替代数据集成(社交情绪、新闻、链上分析)
---
### 阶段5: 企业级与扩展
**目标:** 扩展基础设施以支持机构使用和高频交易。
- [ ] 数据库迁移PostgreSQL/MySQL、Redis、TimescaleDB
- [ ] 微服务架构与Kubernetes部署
- [ ] 多用户RBAC和白标解决方案
- [ ] 高级分析和合规报告
---
## 📊 关键指标与里程碑
### 短期目标
- [ ] 所有交易所支持**100+**交易对
- [ ] **10,000+**活跃交易者实例
- [ ] **5+**新交易所集成
- [ ] **80%+**测试覆盖率
- [ ] **99.9%**正常运行时间
### 长期目标
- [ ] 支持**所有主要资产类别**(加密、股票、期货、期权、外汇)
- [ ] **50,000+**活跃用户
- [ ] **企业级**版本发布
- [ ] 建立**机构合作伙伴关系**
---
## 🤝 社区参与
我们欢迎社区贡献来加速我们的路线图:
- **功能投票**: 加入我们的[Telegram社区](https://t.me/nofx_dev_community)投票优先功能
- **贡献代码**: 查看我们的[贡献指南](../../CONTRIBUTING.md)
- **漏洞赏金**: 报告问题并获得奖励
- **策略分享**: 分享你的成功策略
---
## 📝 路线图更新
本路线图根据以下因素每季度审查和更新:
- 社区反馈
- 市场需求
- 技术可行性
- 资源可用性
**最后更新:** 2025-11-01
---
## 📚 相关文档
- [架构文档](../architecture/README.zh-CN.md) - 技术架构详情
- [快速开始](../getting-started/README.zh-CN.md) - 设置和部署
- [贡献指南](../../CONTRIBUTING.md) - 如何贡献
- [更新日志](../../CHANGELOG.zh-CN.md) - 版本历史
---
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