OPEN-SOURCE SCRIPT

Kairo Pressure Reversal [JOAT]

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Kairo Pressure Reversal [JOAT]

Introduction

Kairo Pressure Reversal is an open-source pressure-tensor study that maps how candle structure, volume, volatility stress, entropy, and pressure curvature interact. It is not a conventional POC or value-area script. Its purpose is to identify pressure shocks, curvature reversions, and compression states as market-context events.

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Core Concepts

1. Pressure Atom

Each candle is converted into a signed pressure value using close location, body direction, wick balance, and volume.

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2. Pressure Tensor

The pressure atom is normalized by recent absolute pressure and smoothed. This produces the main pressure tensor used throughout the indicator.

3. Curvature and Jerk

The script calculates pressure velocity, curvature, and jerk. These values show how quickly pressure is changing rather than simply whether pressure is positive or negative.

4. Entropy

Bid and ask energy are converted into an entropy score. Higher entropy means pressure is more balanced. Lower entropy means one side is more dominant.

5. Stress Bands

ATR and pressure stress expand or contract the tensor bands. Events occur when price and pressure move into stressed areas with sufficient curvature.

Features

  • Pressure tensor: Normalized pressure model derived from candle structure and volume
  • Curvature analysis: Tracks pressure velocity, curvature, and jerk
  • Entropy score: Measures bid/ask balance
  • Volatility stress rank: Uses ATR and range ranking to identify stressed conditions
  • Shock cells: Compact boxes mark bid shocks, ask shocks, and reversion events
  • Tensor bands: Adaptive bands visualize pressure expansion and stress
  • Dashboard: Shows tensor, stress, entropy, curvature, jerk, and current event state


Input Parameters

  • Tensor memory controls pressure normalization
  • Entropy memory controls bid/ask energy balance
  • Stress rank memory controls volatility ranking
  • Shock gate controls event sensitivity
  • Reversion gate controls curvature reversion sensitivity


How to Use This Indicator

Step 1: Read the tensor direction

Positive tensor values indicate bid-side pressure; negative values indicate ask-side pressure.

Step 2: Watch stress and entropy

High stress with low entropy suggests one-sided pressure. High entropy suggests balance or compression.

Step 3: Treat cells as context

Shock and reversion cells mark pressure events. They are not standalone trade recommendations.

Indicator Limitations

  • Volume-based pressure is an approximation from chart candles, not true order flow
  • Curvature events can occur during volatility spikes that do not continue
  • The indicator provides context, not certain reversal points


Originality Statement

Kairo Pressure Reversal is original in its combined use of candle-derived pressure, entropy, curvature, jerk, volatility stress, and compact event cells. It focuses on pressure behavior rather than standard oscillator thresholds.

Disclaimer

This indicator is provided for educational and informational purposes only. It is not financial advice. Pressure events can fail or persist longer than expected. Always use independent analysis and proper risk management.

-Made with passion by jackofalltrades

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