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Double RSI

Double RSI uses two Relative Strength Index calculations: one on the trading chart and another on a higher timeframe. Trades are taken only when both RSI readings support the same direction, aligning short‑term entries with longer‑term momentum.

The main timeframe looks for RSI crossing out of overbought or oversold zones. If the higher‑timeframe RSI confirms the move, the strategy opens a position. An optional take‑profit can lock in gains after a predefined move.

Details

  • Data: Price candles on two timeframes.
  • Entry Criteria:
    • Long: Lower‑timeframe RSI exits oversold AND higher‑timeframe RSI is bullish.
    • Short: Lower‑timeframe RSI exits overbought AND higher‑timeframe RSI is bearish.
  • Exit Criteria: Opposite RSI signal or take‑profit if UseTP is true.
  • Stops: None by default.
  • Default Values:
    • CandleType = tf(5)
    • RSILength = 14
    • MTFTimeframe = tf(15)
    • UseTP = False
  • Filters:
    • Category: Momentum
    • Direction: Long & Short
    • Indicators: RSI (multi‑timeframe)
    • Complexity: Moderate
    • Risk level: Medium
using System;
using System.Collections.Generic;

using Ecng.Common;

using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;

namespace StockSharp.Samples.Strategies;

/// <summary>
/// Double RSI Strategy.
/// Uses a short RSI and a long RSI for confirmation.
/// Buys when both RSIs are oversold and sells when both are overbought.
/// </summary>
public class DoubleRsiStrategy : Strategy
{
	private readonly StrategyParam<DataType> _candleTypeParam;
	private readonly StrategyParam<int> _rsiShortLength;
	private readonly StrategyParam<int> _rsiLongLength;
	private readonly StrategyParam<decimal> _oversold;
	private readonly StrategyParam<decimal> _overbought;
	private readonly StrategyParam<int> _cooldownBars;

	private RelativeStrengthIndex _rsiShort;
	private RelativeStrengthIndex _rsiLong;
	private int _cooldownRemaining;

	public DoubleRsiStrategy()
	{
		_candleTypeParam = Param(nameof(CandleType), TimeSpan.FromMinutes(15).TimeFrame())
			.SetDisplay("Candle type", "Candle type for strategy calculation.", "General");

		_rsiShortLength = Param(nameof(RSIShortLength), 7)
			.SetGreaterThanZero()
			.SetDisplay("Short RSI", "Short RSI period", "RSI");

		_rsiLongLength = Param(nameof(RSILongLength), 21)
			.SetGreaterThanZero()
			.SetDisplay("Long RSI", "Long RSI period", "RSI");

		_oversold = Param(nameof(Oversold), 35m)
			.SetDisplay("Oversold", "RSI oversold level", "RSI");

		_overbought = Param(nameof(Overbought), 65m)
			.SetDisplay("Overbought", "RSI overbought level", "RSI");

		_cooldownBars = Param(nameof(CooldownBars), 10)
			.SetDisplay("Cooldown Bars", "Bars to wait between trades", "Risk");
	}

	public DataType CandleType
	{
		get => _candleTypeParam.Value;
		set => _candleTypeParam.Value = value;
	}

	public int RSIShortLength
	{
		get => _rsiShortLength.Value;
		set => _rsiShortLength.Value = value;
	}

	public int RSILongLength
	{
		get => _rsiLongLength.Value;
		set => _rsiLongLength.Value = value;
	}

	public decimal Oversold
	{
		get => _oversold.Value;
		set => _oversold.Value = value;
	}

	public decimal Overbought
	{
		get => _overbought.Value;
		set => _overbought.Value = value;
	}

	public int CooldownBars
	{
		get => _cooldownBars.Value;
		set => _cooldownBars.Value = value;
	}

	/// <inheritdoc />
	public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
		=> [(Security, CandleType)];

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();

		_rsiShort = null;
		_rsiLong = null;
		_cooldownRemaining = 0;
	}

	/// <inheritdoc />
	protected override void OnStarted2(DateTime time)
	{
		base.OnStarted2(time);

		_rsiShort = new RelativeStrengthIndex { Length = RSIShortLength };
		_rsiLong = new RelativeStrengthIndex { Length = RSILongLength };

		var subscription = SubscribeCandles(CandleType);

		subscription
			.Bind(_rsiShort, _rsiLong, OnProcess)
			.Start();

		var area = CreateChartArea();
		if (area != null)
		{
			DrawCandles(area, subscription);
			DrawOwnTrades(area);
		}
	}

	private void OnProcess(ICandleMessage candle, decimal rsiShort, decimal rsiLong)
	{
		if (candle.State != CandleStates.Finished)
			return;

		if (!_rsiShort.IsFormed || !_rsiLong.IsFormed)
			return;

		if (!IsFormedAndOnlineAndAllowTrading())
			return;

		if (_cooldownRemaining > 0)
		{
			_cooldownRemaining--;
			return;
		}

		// Buy: both RSIs oversold
		if (rsiShort < Oversold && rsiLong < Oversold && Position <= 0)
		{
			if (Position < 0)
				BuyMarket(Math.Abs(Position));
			BuyMarket(Volume);
			_cooldownRemaining = CooldownBars;
		}
		// Sell: both RSIs overbought
		else if (rsiShort > Overbought && rsiLong > Overbought && Position >= 0)
		{
			if (Position > 0)
				SellMarket(Math.Abs(Position));
			SellMarket(Volume);
			_cooldownRemaining = CooldownBars;
		}
		// Exit long: short RSI overbought
		else if (Position > 0 && rsiShort > Overbought)
		{
			SellMarket(Math.Abs(Position));
			_cooldownRemaining = CooldownBars;
		}
		// Exit short: short RSI oversold
		else if (Position < 0 && rsiShort < Oversold)
		{
			BuyMarket(Math.Abs(Position));
			_cooldownRemaining = CooldownBars;
		}
	}
}