Master Cycle: Quantum Wave

# AI Smart Signal: Quantum Wave Edition [Master]

**The Ultimate Market Co-Pilot: Precision Trend & Momentum Synthesis**

The **Quantum Wave** is not just another moving average; it is a sophisticated **Double-Smoothed Heiken Ashi Oscillator** designed to mathematically filter out market noise and visualize the true underlying trend structure.

This script combines three powerful engines into one "Master" system:
1. **Quantum Cycle Logic:** A proprietary algorithm that smooths price action to reveal the dominant "Heartbeat" of the market.
2. **Adaptive Momentum Visuals:** Dynamic dot sizing that reacts to volatility expansion and contraction.
3. **Smart Regime Filtering:** An AI-driven filter (ADX & Volatility) that automatically suppresses signals during dangerous "Choppy" or sideways markets.

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## 🔬 Scientific Methodology

### 1. The Quantum Smoothing Algorithm
Most indicators suffer from "Whipsaws" (fake signals) because they react to every candle wick. The Quantum Wave solves this by creating a **Synthetic Price Series**.
* **Step 1:** It normalizes Open, High, Low, and Close data.
* **Step 2:** It applies a dual-layer Exponential Smoothing filter.
* **Result:** A clean, flowing "Ribbon" that ignores noise and only turns when the actual trend structure shifts.

### 2. Dynamic Momentum Sizing (The "Living" Dots)
The visual dots on the chart are "alive". They resize in real-time based on the **Body Strength** of the movement:
* 🔵 **Small Dots (Weak/Range):** Indicates the market is resting or deciding. *Guidance: STAY OUT / WAIT.*
* 🟢 **Medium Dots (Trend):** Indicates a confirmed healthy trend. *Guidance: ENTER / HOLD.*
* 🟡 **Large Dots (Power):** Indicates a high-volatility expansion phase. *Guidance: MAX PROFIT POTENTIAL.*

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## 🛠️ Key Features

* **Instruction Overlay:** A built-in Dashboard tells you exactly what to do (BUY, SELL, HOLD, or WAIT) based on complex logic, simplified into one word.
* **Auto-Timeframe Detection:** The sensitivity automatically adjusts whether you are scalping (1-min) or Swing Trading (Daily).
* **Market Structure Labels:** Automatically identifies Higher Highs (HH) and Lower Lows (LL) to confirm trend direction.
* **Demand & Supply Zones:** Auto-plots key reaction levels for Take Profit targets.

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## 🎯 How to Trade

**For a BUY Setup:**
1. **Trend:** Ensure the Quantum Wave (Dots) are **GREEN**.
2. **Momentum:** Look for the dots to grow from Small to Medium.
3. **Confirmation:** Wait for the Dashboard to read "ACTION: BUY".

**For a SELL Setup:**
1. **Trend:** Ensure the Quantum Wave (Dots) are **RED**.
2. **Momentum:** Look for the dots to grow from Small to Medium.
3. **Confirmation:** Wait for the Dashboard to read "ACTION: SELL".

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