Ghost Money Machine

This strategy combines **trend**, **momentum**, and **relative strength** signals to trade futures markets effectively on the **5-minute timeframe**.
It utilizes **Exponential Moving Averages (EMA)** for trend detection, **Momentum Ghost Machine (MGM)** for smoothed momentum filtering, and an **RSI + D7R overlay** for entry confirmation.

Designed for **futures tickers** (crypto or traditional), the system automatically manages **risk and reward** by setting a **Stop Loss (SL)** at the previous swing level and a **Take Profit (TP)** at **2.5× the SL distance** — enforcing a consistent **2.5:1 risk/reward ratio** across all trades.

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### **Core Components:**

* **EMA Trend Filter:**
Uses 9-period and 24-period EMAs to identify the short-term and medium-term market direction.

* *Bullish bias:* EMA9 > EMA24
* *Bearish bias:* EMA9 < EMA24

* **Momentum Ghost Machine (MGM):**
A custom digital filter designed to measure smoothed price momentum.
It compares the filtered delta to its own moving average to detect underlying strength or weakness.

* **RSI + D7R Cloud:**
Enhances entry accuracy by confirming overbought/oversold momentum conditions.
A bullish setup requires RSI above its smoothed 7-period average and above 50; a bearish setup requires RSI below both.

* **Risk Management:**

* **Stop Loss:** Previous swing low (for longs) or swing high (for shorts).
* **Take Profit:** Automatically set to **2.5×** the SL distance.
* **Pyramiding:** Disabled (one position per direction).
* **Commission:** Simulates 0.02% per trade, typical for futures brokers.

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### **Trade Logic Summary:**

* **Long Entry:**

* Price > EMA9 and EMA24
* MGM momentum is positive
* RSI > 50 and above its 7-period cloud
* EMAs aligned bullishly

* **Short Entry:**

* Price < EMA9 and EMA24
* MGM momentum is negative
* RSI < 50 and below its 7-period cloud
* EMAs aligned bearishly

* **Exits:**
Automatically handled by TP/SL conditions with a fixed 2.5:1 risk/reward ratio.

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### **Best Use Cases:**

* Optimized for **futures** (e.g., BTCUSDT.P, NQ1!, ES1!, CL1!)
* Works best on **lower timeframes (5m–15m)** with moderate volatility
* Suitable for **scalping and intraday trading** in trending markets

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### **Key Advantages:**

✅ Fully automated TP/SL system
✅ Consistent risk/reward ratio enforcement
✅ Compatible with all futures tickers
✅ Combines trend, momentum, and RSI confirmation
✅ Adjustable swing detection and risk parameters

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