Adaptive RSI

Adaptive RSI is a momentum strategy designed to capture mean-reversion moves in trending markets by responding to overbought and oversold conditions. The strategy adjusts its RSI thresholds based on recent volatility, allowing it to avoid false signals during low-volatility periods while remaining responsive during market dislocations.

On the NSE, this approach is particularly useful given the market's tendency toward sharp intraday swings and the pronounced volatility clustering in equity futures around major economic announcements and market opens. Indian equities often experience rapid reversals after extended runs, making RSI-based mean reversion viable on the daily timeframe where noise is reduced compared to intraday charts.

The setup identifies when RSI crosses above an adaptive oversold level during downtrends or below an adaptive overbought level during uptrends. Rather than using fixed 30 and 70 thresholds, the strategy recalibrates boundaries based on the rolling standard deviation of RSI values, making it responsive to changing market conditions. Entry signals occur at these adaptive extremes, with exits typically placed at the opposite threshold or when price action invalidates the setup. This framework works across both equity cash and futures segments, though liquidity in larger-cap stocks and active future contracts ensures reliable execution.

This Beginner strategy suits Beginner Traders comfortable with a Daily timeframe and holding periods around 5–20 days. It's built for the Equity, Futures segment on NSE, so it fits traders who can check positions without needing intraday execution speed. Because it uses a small, well-known set of indicators, it's a reasonable starting point if you're new to systematic NSE trading.