VRVP Strategy
The Volume Range Value Profile (VRVP) Strategy is a sophisticated multi-timeframe Forex trading system that combines four powerful technical indicators to generate high-probability trading signals.
Overview
VRVP Strategy uses a confluence-based approach, requiring multiple indicators to align before generating trade signals. This reduces false signals and improves win rate compared to single-indicator strategies.
Key Features
- Multi-timeframe Analysis: Combines 4-hour trend filtering with 1-hour entry signals
- Volume Profile Integration: Uses POC, VAH, VAL, and HVN/LVN zones for precision entries
- Smart Money Concepts: Fair Value Gap detection for institutional order flow analysis
- Risk Management: ATR-based stops, fixed fractional position sizing, and exposure limits
- Production Ready: FastAPI server, Docker support, and email notifications
Indicators Used
| Indicator | Timeframe | Purpose |
|---|---|---|
| Supertrend | 4-Hour | Trend direction filtering |
| Stochastic RSI | 1-Hour | Momentum and reversal detection |
| Fair Value Gap | 1-Hour | Price imbalance zones |
| Volume Profile | 1-Hour | Support/resistance levels |
Trading Logic
Long Entry Conditions
All conditions must be met:
- Supertrend confirms uptrend on 4H timeframe (
trend = 1) - StochRSI crosses above oversold OR moving from oversold (
K < 60) - Confluence zone identified:
- Price bouncing off bullish FVG, OR
- Price near Volume Profile support (POC/VAL)
- Price is NOT in a Low Volume Node (LVN) zone
Short Entry Conditions
All conditions must be met:
- Supertrend confirms downtrend on 4H timeframe (
trend = -1) - StochRSI crosses below overbought OR moving from overbought (
K > 40) - Confluence zone identified:
- Price bouncing off bearish FVG, OR
- Price near Volume Profile resistance (POC/VAH)
- Price is NOT in a Low Volume Node (LVN) zone
Exit Conditions
- Stop Loss: ATR-based (2x ATR by default)
- Take Profit: ATR-based (4x ATR, achieving 2:1 R:R)
- Trailing Stop: Move to break-even after 1% profit
- Signal Exit: On Supertrend reversal or extreme StochRSI readings
Supported Instruments
Major Pairs
EUR/USD, GBP/USD, USD/JPY, USD/CHF, AUD/USD, USD/CAD, NZD/USD
Cross Pairs
EUR/GBP, EUR/JPY, GBP/JPY, AUD/JPY, EUR/CHF, AUD/NZD, EUR/AUD, GBP/AUD
Quick Start
# Clone and navigate
cd vrvp-strategy
# Install dependencies
pip install -r requirements-main.txt
# Configure environment
cp .env.example .env
# Edit .env with your Capital.com API credentials
# Run backtest
python main.py backtest -i EUR_USD -s 2023-01-01 -e 2024-01-01 -b 10000
# Start paper trading
python main.py paper -i EUR_USDNext Steps
- Getting Started - Installation and setup
- Configuration - Detailed configuration options
- API Reference - REST API documentation
- Deployment - Production deployment with Docker
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