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docs/12_issues/06_trading_protocols_README.md
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docs/12_issues/06_trading_protocols_README.md
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# Trading Protocols Implementation
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## Overview
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This document provides a comprehensive overview of the Trading Protocols implementation for the AITBC ecosystem. The implementation includes advanced agent portfolio management, automated market making (AMM), and cross-chain bridge services.
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## Architecture
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### Core Components
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1. **Agent Portfolio Manager** - Advanced portfolio management for autonomous AI agents
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2. **AMM Service** - Automated market making for AI service tokens
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3. **Cross-Chain Bridge Service** - Secure cross-chain asset transfers
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### Smart Contracts
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- `AgentPortfolioManager.sol` - Portfolio management protocol
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- `AIServiceAMM.sol` - Automated market making contracts
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- `CrossChainBridge.sol` - Multi-chain asset bridge
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### Services
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- Python services for business logic and API integration
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- Machine learning components for predictive analytics
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- Risk management and monitoring systems
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## Features
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### Agent Portfolio Management
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- **Portfolio Creation**: Create and manage portfolios for autonomous agents
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- **Trading Strategies**: Multiple strategy types (Conservative, Balanced, Aggressive, Dynamic)
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- **Risk Assessment**: Real-time risk scoring and position sizing
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- **Automated Rebalancing**: Portfolio rebalancing based on market conditions
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- **Performance Tracking**: Comprehensive performance metrics and analytics
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### Automated Market Making
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- **Liquidity Pools**: Create and manage liquidity pools for token pairs
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- **Token Swapping**: Execute token swaps with minimal slippage
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- **Dynamic Fees**: Fee adjustment based on market volatility
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- **Liquidity Incentives**: Reward programs for liquidity providers
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- **Pool Metrics**: Real-time pool performance and utilization metrics
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### Cross-Chain Bridge
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- **Multi-Chain Support**: Bridge assets across multiple blockchain networks
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- **ZK Proof Validation**: Zero-knowledge proof based security
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- **Validator Network**: Decentralized validator confirmations
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- **Dispute Resolution**: Automated dispute resolution for failed transfers
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- **Real-time Monitoring**: Bridge status monitoring across chains
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## Installation
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### Prerequisites
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- Python 3.9+
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- PostgreSQL 13+
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- Redis 6+
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- Node.js 16+ (for contract deployment)
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- Solidity 0.8.19+
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### Setup
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1. **Clone the repository**
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```bash
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git clone https://github.com/aitbc/trading-protocols.git
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cd trading-protocols
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```
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2. **Install Python dependencies**
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```bash
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pip install -r requirements.txt
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```
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3. **Set up database**
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```bash
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# Create database
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createdb aitbc_trading
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# Run migrations
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alembic upgrade head
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```
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4. **Deploy smart contracts**
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```bash
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cd contracts
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npm install
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npx hardhat compile
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npx hardhat deploy --network mainnet
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```
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5. **Configure environment**
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```bash
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cp .env.example .env
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# Edit .env with your configuration
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```
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6. **Start services**
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```bash
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# Start coordinator API
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uvicorn app.main:app --host 0.0.0.0 --port 8000
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# Start background workers
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celery -A app.workers worker --loglevel=info
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```
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## Configuration
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### Environment Variables
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```bash
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# Database
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DATABASE_URL=postgresql://user:pass@localhost/aitbc_trading
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# Blockchain
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ETHEREUM_RPC_URL=https://mainnet.infura.io/v3/YOUR_PROJECT_ID
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POLYGON_RPC_URL=https://polygon-mainnet.infura.io/v3/YOUR_PROJECT_ID
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# Contract Addresses
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AGENT_PORTFOLIO_MANAGER_ADDRESS=0x...
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AI_SERVICE_AMM_ADDRESS=0x...
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CROSS_CHAIN_BRIDGE_ADDRESS=0x...
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# Security
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SECRET_KEY=your-secret-key
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JWT_ALGORITHM=HS256
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# Monitoring
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REDIS_URL=redis://localhost:6379/0
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PROMETHEUS_PORT=9090
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```
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### Smart Contract Configuration
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The smart contracts support the following configuration options:
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- **Portfolio Manager**: Risk thresholds, rebalancing frequency, fee structure
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- **AMM**: Default fees, slippage thresholds, minimum liquidity
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- **Bridge**: Validator requirements, confirmation thresholds, timeout settings
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## API Documentation
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### Agent Portfolio Manager
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#### Create Portfolio
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```http
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POST /api/v1/portfolios
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Content-Type: application/json
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{
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"strategy_id": 1,
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"initial_capital": 10000.0,
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"risk_tolerance": 50.0
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}
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```
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#### Execute Trade
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```http
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POST /api/v1/portfolios/{portfolio_id}/trades
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Content-Type: application/json
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{
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"sell_token": "AITBC",
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"buy_token": "USDC",
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"sell_amount": 100.0,
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"min_buy_amount": 95.0
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}
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```
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#### Risk Assessment
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```http
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GET /api/v1/portfolios/{portfolio_id}/risk
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```
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### AMM Service
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#### Create Pool
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```http
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POST /api/v1/amm/pools
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Content-Type: application/json
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{
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"token_a": "0x...",
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"token_b": "0x...",
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"fee_percentage": 0.3
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}
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```
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#### Add Liquidity
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```http
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POST /api/v1/amm/pools/{pool_id}/liquidity
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Content-Type: application/json
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{
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"amount_a": 1000.0,
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"amount_b": 1000.0,
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"min_amount_a": 950.0,
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"min_amount_b": 950.0
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}
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```
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#### Execute Swap
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```http
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POST /api/v1/amm/pools/{pool_id}/swap
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Content-Type: application/json
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{
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"token_in": "0x...",
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"token_out": "0x...",
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"amount_in": 100.0,
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"min_amount_out": 95.0
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}
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```
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### Cross-Chain Bridge
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#### Initiate Transfer
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```http
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POST /api/v1/bridge/transfers
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Content-Type: application/json
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{
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"source_token": "0x...",
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"target_token": "0x...",
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"amount": 1000.0,
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"source_chain_id": 1,
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"target_chain_id": 137,
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"recipient_address": "0x..."
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}
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```
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#### Monitor Status
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```http
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GET /api/v1/bridge/transfers/{transfer_id}/status
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```
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## Testing
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### Unit Tests
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Run unit tests with pytest:
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```bash
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pytest tests/unit/ -v
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```
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### Integration Tests
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Run integration tests:
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```bash
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pytest tests/integration/ -v
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```
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### Contract Tests
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Run smart contract tests:
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```bash
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cd contracts
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npx hardhat test
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```
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### Coverage
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Generate test coverage report:
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```bash
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pytest --cov=app tests/
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```
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## Monitoring
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### Metrics
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The system exposes Prometheus metrics for monitoring:
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- Portfolio performance metrics
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- AMM pool utilization and volume
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- Bridge transfer success rates and latency
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- System health and error rates
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### Alerts
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Configure alerts for:
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- High portfolio risk scores
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- Low liquidity in AMM pools
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- Bridge transfer failures
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- System performance degradation
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### Logging
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Structured logging with the following levels:
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- **INFO**: Normal operations
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- **WARNING**: Potential issues
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- **ERROR**: Failed operations
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- **CRITICAL**: System failures
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## Security
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### Smart Contract Security
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- All contracts undergo formal verification
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- Regular security audits by third parties
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- Upgradeable proxy patterns for contract updates
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- Multi-signature controls for admin functions
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### API Security
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- JWT-based authentication
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- Rate limiting and DDoS protection
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- Input validation and sanitization
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- CORS configuration
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### Bridge Security
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- Zero-knowledge proof validation
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- Multi-validator confirmation system
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- Merkle proof verification
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- Dispute resolution mechanisms
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## Performance
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### Benchmarks
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- **Portfolio Operations**: <100ms response time
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- **AMM Swaps**: <200ms execution time
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- **Bridge Transfers**: <5min confirmation time
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- **Risk Calculations**: <50ms computation time
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### Scalability
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- Horizontal scaling with load balancers
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- Database connection pooling
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- Caching with Redis
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- Asynchronous processing with Celery
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## Troubleshooting
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### Common Issues
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#### Portfolio Creation Fails
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- Check if agent address is valid
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- Verify strategy exists and is active
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- Ensure sufficient initial capital
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#### AMM Pool Creation Fails
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- Verify token addresses are different
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- Check if pool already exists for token pair
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- Ensure fee percentage is within limits
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#### Bridge Transfer Fails
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- Check if tokens are supported for bridging
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- Verify chain configurations
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- Ensure sufficient balance for fees
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### Debug Mode
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Enable debug logging:
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```bash
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export LOG_LEVEL=DEBUG
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uvicorn app.main:app --log-level debug
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```
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### Health Checks
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Check system health:
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```bash
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curl http://localhost:8000/health
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```
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## Contributing
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### Development Setup
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1. Fork the repository
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2. Create feature branch
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3. Make changes with tests
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4. Submit pull request
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### Code Style
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- Follow PEP 8 for Python code
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- Use Solidity style guide for contracts
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- Write comprehensive tests
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- Update documentation
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### Review Process
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- Code review by maintainers
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- Security review for sensitive changes
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- Performance testing for optimizations
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- Documentation review for API changes
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## License
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This project is licensed under the MIT License. See LICENSE file for details.
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## Support
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- **Documentation**: https://docs.aitbc.dev/trading-protocols
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- **Issues**: https://github.com/aitbc/trading-protocols/issues
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- **Discussions**: https://github.com/aitbc/trading-protocols/discussions
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- **Email**: support@aitbc.dev
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## Roadmap
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### Phase 1 (Q2 2026)
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- [x] Core portfolio management
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- [x] Basic AMM functionality
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- [x] Cross-chain bridge infrastructure
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### Phase 2 (Q3 2026)
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- [ ] Advanced trading strategies
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- [ ] Yield farming protocols
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- [ ] Governance mechanisms
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### Phase 3 (Q4 2026)
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- [ ] Machine learning integration
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- [ ] Advanced risk management
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- [ ] Enterprise features
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## Changelog
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### v1.0.0 (2026-02-28)
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- Initial release of trading protocols
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- Core portfolio management functionality
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- Basic AMM and bridge services
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- Comprehensive test suite
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### v1.1.0 (Planned)
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- Advanced trading strategies
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- Improved risk management
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- Enhanced monitoring capabilities
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