GoldenMind EA

? GoldenMind EA - Advanced Momentum Scalping Expert Advisor ?

? Overview

GoldenMind EA is a sophisticated, low-latency scalping Expert Advisor designed for MetaTrader 5. This EA employs momentum-based trading strategies to capitalize on short-term price movements with minimal market exposure.

? Key Features

⚡ Ultra-Fast Execution ⚡

• ? Optimized tick processing with minimal overhead
• ⏱️ Low-latency order execution using MqlTradeRequest
• ? Circular buffer system for efficient price data management
• ? Advanced spread filtering to avoid high-cost trades

? Momentum Detection System ?

• ? Analyzes recent tick movements using configurable lookback periods
• ? Identifies directional momentum based on price differentials
• ? Filters out noise with minimum tick movement thresholds
• ⚡ Real-time price analysis with bid-ask averaging

?️ Comprehensive Risk Management ?

• ✅ Built-in margin validation before each trade
• ? Maximum risk percentage per trade (default: 1% of free margin)
• ? Configurable stop loss and take profit levels
• ? Advanced trailing stop system with customizable parameters
• ? Spread-based trade filtering (maximum 20 points default)

? Smart Order Management ?

• ⏰ Rate limiting: Maximum orders per minute (default: 20)
• ? Order timeout protection (2000ms default)
• ? Multiple order filling modes
• ? Automatic position management for EA-generated trades only

? Backtesting Performance Highlights

Based on extensive backtesting with 1,547,086+ ticks analyzed using 0.01 lot size on M1 (1-minute) timeframe:

Profitability Metrics: ?

• Total Net Profit: ? $14,668.68
• Gross Profit: ? $42,270.70
• Profit Factor: ⭐ 1.53 (indicating profitable system)
• Recovery Factor: ? 228.95 (excellent drawdown recovery)

Trade Statistics: ?

• Total Trades: ? 455,974 executed
• Risk-Reward: ✅ Controlled with systematic approach

Risk Metrics: ?️

• Maximum Drawdown: ? 19.70% (relative)
• Balance Drawdown: ? $63.32 (absolute)
• Equity Drawdown: ? $64.07 (maximum exposure)
• Sharpe Ratio: ? 43.53 (exceptional risk-adjusted returns)

⚙️ Configuration Parameters

? Trading Settings

• Default Lot Size: ? 0.01 (backtest performed with 0.01 lot)
• Optimal Timeframe: ⏱️ M1 (1-minute) - recommended for best performance
• Magic Number: ? Unique EA identification
• Take Profit: ? 8 points (customizable)
• Stop Loss: ?️ 10 points (risk protection)

? Momentum Detection

• Lookback Ticks: ? 5 (analysis period)
• Minimum Tick Movement: ⚡ 2 points (noise filtering)
• Maximum Spread: ? 20 points (cost control)

?️ Risk Controls

• Max Risk Percent: ? 1.0% per trade
• Max Orders/Minute: ⏰ 20 (prevents overtrading)
• Order Timeout: ⏱️ 2000ms (execution protection)

? Trailing Stop System

• Trailing Start: ? 4 points profit
• Trailing Step: ? 2 points increment
• Dynamic adjustment ? based on market movement

? Technical Implementation

?️ Architecture Highlights

• Memory-efficient ? circular buffer for tick storage
• Error handling ?️ for all critical functions
• Broker compatibility ✅ checks (lot sizes, filling modes)
• Real-time validation ⚡ of trading conditions
• Multi-symbol support ? with proper isolation

? Safety Features

• ?️ Master enable/disable switch
• ? Market hours validation
• ✅ Price validity checks
• ? Automatic position cleanup capabilities

? Suitable For

• Scalping strategies ? on major currency pairs
• M1 timeframe trading ⏱️ for optimal tick analysis
• High-frequency environments ⚡ with tight spreads
• Automated trading ? with minimal supervision
• Risk-conscious traders ?️ seeking controlled exposure
• Professional traders ? requiring reliable execution

⚠️ Important Notes

⚠️ Educational Purpose: This EA is designed for educational and research purposes ⚠️ Market Conditions: Performance varies with market volatility and spread conditions ⚠️ VPS & Low Spreads: Optimal results require VPS hosting and broker with tight spreads ⚠️ Risk Warning: Past performance does not guarantee future results

? System Requirements & Recommendations

• ?️ MetaTrader 5 platform
• ⏱️ M1 (1-minute) timeframe for optimal scalping performance
• ? Stable high-speed internet connection
• ? VPS server highly recommended for optimal performance and 24/7 operation
• ? Low-spread broker required (ECN/STP execution preferred)
• ? Minimum account balance for proper risk management
• ⚡ Best performance on VPS with brokers offering spreads under 1 pip

Performance Note: ? All backtesting results presented were achieved using 0.01 lot size on M1 (1-minute) timeframe. Results will scale proportionally with larger lot sizes, but risk management parameters should be adjusted accordingly. For optimal performance, use VPS server, M1 timeframe, and broker with spreads under 1 pip.

GoldenMind EA represents a sophisticated approach to automated scalping, combining technical precision with robust risk management. The extensive backtesting demonstrates its capability to generate consistent returns while maintaining controlled risk exposure. ??