Stoch + RSI Oscillator @shrilss

This script combines two powerful indicators, the Stochastic Oscillator and the Relative Strength Index (RSI), to offer traders a comprehensive view of market dynamics.

The Stochastic Oscillator, known for its effectiveness in identifying overbought and oversold conditions, is enhanced here with a smoothing mechanism to provide clearer signals. The script calculates the %K and %D lines of the Stochastic Oscillator, then applies a smoothing factor to %K, resulting in a smoother representation of price momentum.

Simultaneously, the RSI component offers insights into the strength of price movements. By comparing the average gains and losses over a specified period, it provides a measure of bullish and bearish sentiment within the market.

This script's innovation lies in its integration of these two indicators. The Stochastic Oscillator's smoothed %K line and the RSI are compared to dynamic thresholds, enabling traders to identify potential trend reversals and confirmations more effectively. When the RSI crosses above or below the Stochastic %D line, it can signal potential shifts in market momentum.