Strategy vault / Mean reversion
Stochastic RSI Double Strategy
This strategy combines the classic RSI strategy to sell when the RSI increases over 70 (or to buy when it falls below 30), with the classic Stochastic Slow strategy to sell when the Stochastic oscillator exceeds the…
This strategy combines the classic RSI strategy to sell when the RSI increases over 70 (or to buy when it falls below 30), with the classic Stochastic Slow strategy to sell when the Stochastic oscillator exceeds the value of 80 (and to buy when this value is below 20).
This simple strategy only triggers when both the RSI and the Stochastic are together in a overbought or oversold condition. The one hour chart of the S&P 500 worked quite well recently with this double strategy.
By the way this strategy should not be confused with the 'Stochastic RSI', which measures the RSI only.
All trading involves high risk; past performance is not necessarily indicative of future results.
backtest

Parameters
| Name | Default | What it controls |
|---|---|---|
| v_input_1 | 14 | lookback length of Stochastic |
| v_input_2 | 80 | Stochastic overbought condition |
| v_input_3 | 20 | Stochastic oversold condition |
| v_input_4 | 3 | smoothing of Stochastic %K |
| v_input_5 | 3 | moving average of Stochastic %K |
| v_input_6 | 14 | lookback length of RSI |
| v_input_7 | 70 | RSI overbought condition |
| v_input_8 | 30 | RSI oversold condition |
Source Pine Script
/*backtest
start: 2022-04-24 00:00:00
end: 2022-05-23 23:59:00
period: 30m
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
//@version=2
strategy("Stochastic + RSI, Double Strategy (by ChartArt)", shorttitle="CA_-_RSI_Stoch_Strat", overlay=true)
// ChartArt's Stochastic Slow + Relative Strength Index, Double Strategy
//
// Version 1.0
// Idea by ChartArt on October 23, 2015.
//
// This strategy combines the classic RSI
// strategy to sell when the RSI increases
// over 70 (or to buy when it falls below 30),
// with the classic Stochastic Slow strategy
// to sell when the Stochastic oscillator
// exceeds the value of 80 (and to buy when
// this value is below 20).
//
// This simple strategy only triggers when
// both the RSI and the Stochastic are together
// in overbought or oversold conditions.
//
// List of my work:
// https://www.tradingview.com/u/ChartArt/
///////////// Stochastic Slow
Stochlength = input(14, minval=1, title="lookback length of Stochastic")
StochOverBought = input(80, title="Stochastic overbought condition")
StochOverSold = input(20, title="Stochastic oversold condition")
smoothK = input(3, title="smoothing of Stochastic %K ")
smoothD = input(3, title="moving average of Stochastic %K")
k = sma(stoch(close, high, low, Stochlength), smoothK)
d = sma(k, smoothD)
///////////// RSI
RSIlength = input( 14, minval=1 , title="lookback length of RSI")
RSIOverBought = input( 70 , title="RSI overbought condition")
RSIOverSold = input( 30 , title="RSI oversold condition")
RSIprice = close
vrsi = rsi(RSIprice, RSIlength)
///////////// Double strategy: RSI strategy + Stochastic strategy
if (not na(k) and not na(d))
if (crossover(k,d) and k < StochOverSold)
if (not na(vrsi)) and (crossover(vrsi, RSIOverSold))
strategy.entry("LONG", strategy.long, comment="StochLE + RsiLE")
if (crossunder(k,d) and k > StochOverBought)
if (crossunder(vrsi, RSIOverBought))
strategy.entry("SHORT", strategy.short, comment="StochSE + RsiSE")
//plot(strategy.equity, title="equity", color=red, linewidth=2, style=areabr)Published by ChaoZhang on the FMZ strategy square · last modified 2022-05-25. Collected in the Quant Trading Vault. Unvalidated research: re-test with your own data and costs before trusting it.
Build this with AgenKit
A spec is not a trading system. Paste this into your coding agent and AgenKit runs a specialist team — architecture, test-first build, risk gates, review — with paper trading on by default.
/agenkit build a production-grade trading bot with a backtest engine, risk controls and paper trading by default from strategies/Stochastic-RSI-Double-Strategy.md- npx agenkit install engineering-kit in your project
- Paste the command into your agent and approve each phase
- Get tests, backtest, risk controls and a paper-trading switch
Understand it first
Before you run this, read the lesson behind the idea and how to backtest it honestly. Specs like this one are the survivors of an unknown number of trials; deflate their results accordingly.
Related specs
- Advanced 15 Minute Chart Trading Signal StrategyPine Script · Mean reversion · 3h
- Bollinger Bands Stochastic RSI Extreme Strategy BBSR Extreme StrategyPine Script · Mean reversion · 1h
- BuySell Strategy depends on AOStochRSIATRPine Script · Mean reversion · 30m
- Byron Serpent Cloud Quant StrategyPine Script · Mean reversion · 1h
- Dual Momentum Trend Reversal Strategy Based on RSI and Stochastic RSIPine Script · Mean reversion · 1h
- Dynamic Adaptive Multi Timeframe Trend Following and Range Reversal Hybrid StrategyPine Script · Mean reversion · 2d