RSI Threshold Entries with Staged Profit Targets and Stops

Summary

This RSI-based strategy uses a 21-period RSI with thresholds of 20 and 80. The described entry signal is an upward cross of the oversold threshold, while a downward cross of the overbought threshold is described as a sell signal. It also specifies a stop loss and two staged profit exits: half the position at a 3% gain and the remaining half at a 5% gain. The document identifies possible refinements such as filtering signals, limiting additions to a position, and testing different settings.

The published backtest configuration uses one-minute BTC-USDT Binance futures data over a one-week period, but gives no returns or other evaluation results. There is a notable mismatch between the prose and the supplied implementation: the code uses the RSI-derived recent entry levels for crossover-based entries and exits, and can open both long and short positions, rather than directly implementing the simple RSI threshold exit described in the overview. It also allows pyramiding, so the stated concern about position growth is relevant. These differences make the written rules insufficient to predict actual behavior without examining the implementation.

Key ideas

• The written rules use RSI threshold crosses to time trades and define staged profit taking.
• The stated exit plan takes half the position at a 3% gain and the rest at a 5% gain.
• The implementation’s entry and exit logic differs from the simpler RSI threshold description.
• Pyramiding is enabled in the implementation, making position growth a relevant risk.
• The short backtest configuration has no reported performance results.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.