Shapire Effect

SHAPIRE EFFECT EA v2.00
Advanced Trading System: LSTM + Momentum + ROC
📊 OVERVIEW
Shapire Effect EA is a sophisticated automated trading system that combines AI-powered pattern recognition with traditional momentum indicators to identify high-probability scalping opportunities in the gold market. The EA uses a simplified LSTM (Long Short-Term Memory) neural network approach combined with momentum and ROC (Rate of Change) indicators to analyze market conditions and execute precision trades.

🎯 TRADING SPECIFICATIONS
Recommended Pair: XAU/USD (Gold)
Timeframe: M5 (5 Minutes)
Trading Style: Scalping
Minimum Capital: $1,000 USD
Account Types: Standard, ECN, Funding/Prop Firm Accounts

🧠 CORE TECHNOLOGY
LSTM Pattern Recognition
The EA implements a simplified LSTM algorithm that analyzes:

Trend Analysis: Identifies bullish/bearish candlestick formations over configurable periods
Momentum Acceleration: Detects changes in price speed to anticipate market movements
Volatility Profile: Measures range expansion/contraction for optimal entry timing
Triple Confirmation System
Each trade requires simultaneous confirmation of three components:

LSTM Pattern Score: Must exceed the configured confidence threshold (0.6 by default)
Momentum Indicator: Confirms Directional strength of movement
ROC (Rate of Change): Validates price acceleration
⚙️ MAIN FEATURES
Integrated Risk Management
Fixed Lot or Risk Percent: Choose between a fixed lot or a dynamic risk percentage
Automatic Stop Loss: Capital protection on every trade (20 pips by default)
Intelligent Trailing Stop: Trailing system that automatically protects profits
Margin Control: Pre-trade verification to avoid margin calls
Pending Order System
Buy/Sell Stop Orders: Places pending orders at a configurable distance (Delta)
Order Limit: Maximum exposure control (2 pending orders by default)
Maximum Distance: Prevents entries far from the current price (15 pips)
Protection Filters
Spread Filter: Prevents trading with excessive spreads (30 pips max)
Time Filter: Configurable to trade at specific times (1:00 - 23:00 default)
Liquidity Validation: Minimum 100 historical candles required
📈 COMPETITIVE ADVANTAGES
✅ Ideal for Funding Accounts (Prop Firms)

Conservative and configurable risk management
Stop Loss on all trades
No dangerous martingale or grid strategies
Complies with drawdown rules of most prop firms
✅ Optimized for XAU/USD M5

Parameters specially adjusted for gold volatility
Fast scalping system adapted to intraday movements
Leverages the high liquidity of the most popular pair
✅ Accessible AI Technology

Does not require GPU or special computing resources
Simplified but effective LSTM
Real-time processing without delays

🔧 CONFIGURABLE PARAMETERS
Money Management
Fixed Lot: Fixed lot size per trade (0.20 default)
Risk Percent: Risk percentage per trade (0.5% default)
Grid Configuration
Delta: Pending order distance in pips (3.0)
Max Distance: Maximum entry distance (15.0 pips)
Stop Loss: Stop loss in pips (20)
Trailing Start: Trailing start in pips (5)
Trailing Step: Trailing step in pips (2)
AI Parameters
LSTM Lookback: Number of candles for analysis (10)
LSTM Threshold: Confidence threshold 0-1 (0.6)
Momentum Period: Indicator period (14)
ROC Period: Rate of Change period (12)
💼 USE CASES
Funding Accounts (FTMO, THe5ers, etc.)
Initial Capital: $1,000 - $10,000
Risk Percent: 0.5% - 1%
Trailing enabled to protect profits
Adjusted time filter to avoid high-impact news
Personal Accounts
Starting capital: $1,000+
Greater flexibility in risk parameters
Possibility of increasing MaxPendingOrders
Fixed Lot adjustment based on available capital
ECN/Raw Spread Accounts
Optimal for brokers with low spreads
Adjust MaxSpread to 10-15 pips
Delta can be reduced to 2.0 pips
⚠️ RECOMMENDATIONS
BEFORE USING ON A REAL ACCOUNT:

Test on a demo account for at least 2 weeks
Verify that the broker has competitive spreads on XAU/USD
Verify that the server has good latency
Adjust parameters according to your personal risk style
Keep a VPS active 24/5 for continuous execution
RECOMMENDED CAPITAL:

Absolute minimum: $1,000 USD
Recommended: $2,000 - $5,000 USD
Optimal: $5,000+ USD
BROKER REQUIREMENTS:

Average XAU/USD Spread: < 20 pips
Execution: Market or Instant execution
Stop Level: Minimum 10 pips
Allow pending orders
Copyright © Worldinversor 2026
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