OPEN-SOURCE SCRIPT

RSI OB/OS Strategy Analyzer

OVERVIEW

The RSI OB/OS Strategy Analyzer is a comprehensive trading tool designed to help traders identify and evaluate overbought/oversold reversal opportunities using the Relative Strength Index (RSI). It provides visual signals, performance metrics, and a detailed table to analyze the effectiveness of RSI-based strategies over a user-defined lookback period.

KEY FEATURES
RSI Calculation
  • Calculates RSI with customizable period (default 14)
  • Plots dynamic overbought (70) and oversold (30) levels
  • Adds background coloring for OB/OS regions


Reversal Signals
  • Identifies signals based on RSI crossing OB/OS levels
  • Two entry strategies available:
    • Revert Cross: Triggers when RSI exits OB/OS zone
    • Cross Threshold: Triggers when RSI enters OB/OS zone


Trade Direction
  • Users can select a trade bias:
    • Long: Focuses on oversold reversals (bullish signals)
    • Short: Focuses on overbought reversals (bearish signals)


Performance Metrics
  • Calculates three key statistics for each lookback period:
    Win Rate: Percentage of profitable trades
    Mean Return: Average return across all trades
    Median Return: Median return across all trades
  • Metrics calculated as percentage changes from entry price


Visual Signals
  • Dual-layer signal display:
    BUY: Green triangles + text labels below price
    SELL: Red triangles + text labels above price
  • Semi-transparent background highlighting in OB/OS zones


Performance Table
  • Interactive table showing metrics for each lookback period
  • Color-coded visualization:
    • Win Rate: Gradient from red (low) to green (high)
    • Returns: Green for positive, red for negative


Time Filtering
  • Users can define a specific time window for the indicator to analyze trades, ensuring that performance metrics are calculated only for the desired period.


Customizable Display
  • Adjustable table font sizes: Auto/Small/Normal/Large
  • Toggle option for table visibility


PURPOSE
The RSI OB/OS Strategy Analyzer helps traders:
  • Identify mean-reversion opportunities through RSI extremes
  • Backtest entry strategy effectiveness across multiple time horizons
  • Optimize trade timing through visual historical performance data
  • Quickly assess strategy robustness with color-coded metrics


IDEAL USERS
  • Counter-Trend Traders: Looking to capitalize on RSI extremes
  • Systematic Traders: Needing quantitative strategy validation
  • Educational Users: Studying RSI behavior in different market conditions
  • Multi-Timeframe Analysts: Interested in forward returns analysis
analysisbuythedipChart patternsCyclesforecastingmeanreversionreversalsignalswingtrading

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