RSI & Oscillator Divergence Detector

Overview

This pillar identifies critical divergences between a cryptocurrency's price and its momentum oscillators. It's a classic technical analysis tool used to forecast potential trend reversals with a high degree of reliability.

What It Does

The pillar continuously scans price charts, comparing new price highs and lows with the corresponding peaks and troughs on indicators like the Relative Strength Index (RSI). When the price sets a new high but the RSI sets a lower high, it signals a bearish divergence, indicating weakening upward momentum. The opposite pattern signals a bullish reversal.

Why It Matters

Divergence provides a leading signal that a trend's underlying strength is fading, often before the price itself reflects this change. This gives traders an early warning to protect profits or position for a new move, offering a significant edge in volatile crypto markets.

How It Works

First, the system establishes the current price trend by tracking higher highs and higher lows, or lower lows and lower highs. Simultaneously, it tracks the values of momentum oscillators like RSI and MFI over the same period. It then flags instances where the price trend is not confirmed by the momentum trend, generating a quantifiable divergence signal.

Methodology

The primary calculation involves comparing price swing points with oscillator swing points over a 20 to 50 candle lookback period. A standard 14-period RSI is used. Bullish Divergence is confirmed when price forms a Lower Low (LL) while the RSI forms a Higher Low (HL). Bearish Divergence is confirmed when price forms a Higher High (HH) while the RSI forms a Lower High (LH). Signal strength is weighted by the magnitude of the divergence and trading volume.

Edge & Advantage

While most traders react to price action, this pillar analyzes the momentum behind the price, providing a predictive lead on trend exhaustion and reversals.

Key Indicators

• Bearish/Bullish RSI Divergence

  high

  The core signal, showing a discrepancy between price trends and RSI momentum trends.

• MFI Volume Divergence

  medium

  A divergence on the Money Flow Index, which incorporates volume data for stronger confirmation.

• Stochastic RSI Cross

  medium

  A confirming signal that indicates a momentum shift is occurring in an overbought or oversold state.

Data Sources

• Crypto Exchange APIs (e.g., Binance, Coinbase)

  Provides real-time and historical OHLCV (Open, High, Low, Close, Volume) data for major cryptocurrencies.

• CoinGecko API

  A comprehensive source for historical price and volume data across thousands of crypto assets.

Example Questions This Pillar Answers

• → Will Bitcoin (BTC) close below $60,000 by the end of the week?
• → Will Ethereum (ETH) rebound above $3,500 within the next 72 hours?
• → Will the current uptrend in Solana (SOL) continue for another 7 days?

Tags