Moving Average Convergence Divergence with Enhanced Cross Alerts
Overview of Features and Settings
- Customizable Parameters:
- Fast and Slow Periods: Users can set the duration for both the fast (default 12) and slow (default 26) moving averages.
- Source Selection: The indicator uses the closing price (close) by default, though this can be modified to any other data source.
- Signal Smoothing: The smoothing period for the signal line is adjustable (default 9), and you can choose whether to use SMA or EMA for both the oscillator and the signal line calculations.
Calculation Logic
1. Calculation of Moving Averages:
- The fast and slow moving averages are computed based on the chosen moving average type (SMA or EMA) over the specified periods.
- The MACD line is then determined as the difference between these two moving averages.
2. Signal Line and Histogram:
- Signal Line: Created by smoothing the MACD line, with the option to choose between SMA and EMA.
- Histogram: Represents the difference between the MACD line and the signal line, visually indicating the divergence between the two.
Detection of Cross Events
The script identifies two specific cross events with additional filtering conditions:
- Bullish Cross:
- The MACD line **crosses above** the signal line.
- The previous value of the histogram is negative, and both the MACD and the signal line are below zero.
- This condition suggests that a cross occurring in the negative territory might indicate a potential upward trend reversal.
- **Bearish Cross:**
- The MACD line **crosses below** the signal line.
- The previous value of the histogram is positive, and both the MACD and the signal line are above zero.
- This condition indicates that a cross in the positive territory may signal a potential downward trend reversal.
For each event, there are dedicated alert conditions defined that trigger notifications when the criteria are met.
Visualization
- Displayed Elements:
- Histogram: Rendered as a column chart with colors that change based on the rate of change. For instance, a rising positive histogram uses a stronger green, whereas a declining positive histogram uses a lighter shade.
- MACD and Signal Lines: Displayed as separate lines with distinct colors to differentiate them.
- Zero Line: A horizontal line is drawn to help visually pinpoint the zero level.
- Crossing Signals:
- Optional markers in the form of arrows appear on the chart:
- **Bullish Cross: A green, upward-pointing triangle at the bottom.
- **Bearish Cross: A red, downward-pointing triangle at the top.
Summary
This indicator not only incorporates the traditional MACD components but also offers the following additional benefits:
- **Enhanced Accuracy:** Extra conditions (such as checking the previous histogram value and the position of the lines relative to zero) improve the identification of significant cross events.
- **Customization:** Users can personalize the moving average types and periods, making the indicator adaptable to different trading strategies.
- **Visual Assistance:** The combination of histogram columns, lines, and markers helps quickly pinpoint potential trend reversals, thereby aiding trading decisions.
This comprehensive description is intended to clearly demonstrate to users how the indicator works, outlining its calculations, filtering conditions, and its role in identifying cross events within technical analysis.
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Ultimate Trading BotHow the "Ultimate Trading Bot" Works:
This Pine Script trading bot executes buy and sell trades based on a combination of technical indicators:
Indicators Used:
RSI (Relative Strength Index)
Measures momentum and determines overbought (70) and oversold (30) levels.
A crossover above 30 suggests a potential buy, and a cross below 70 suggests a potential sell.
Moving Average (MA)
A simple moving average (SMA) of 50 periods to track the trend.
Prices above the MA indicate an uptrend, while prices below indicate a downtrend.
Stochastic Oscillator (%K and %D)
Identifies overbought and oversold conditions using a smoothed stochastic formula.
A crossover of %K above %D signals a buy, and a crossover below %D signals a sell.
MACD (Moving Average Convergence Divergence)
Uses a 12-period fast EMA and a 26-period slow EMA, with a 9-period signal line.
A crossover of MACD above the signal line suggests a bullish move, and a cross below suggests bearish movement.
Trade Execution:
Buy (Long Entry) Conditions:
RSI crosses above 30 (indicating recovery from an oversold state).
The closing price is above the 50-period moving average (showing an uptrend).
The MACD line crosses above the signal line (indicating upward momentum).
The Stochastic %K crosses above %D (indicating bullish momentum).
→ If all conditions are met, the bot enters a long (buy) position.
Sell (Exit Trade) Conditions:
RSI crosses below 70 (indicating overbought conditions).
The closing price is below the 50-period moving average (downtrend).
The MACD line crosses below the signal line (bearish signal).
The Stochastic %K crosses below %D (bearish momentum).
→ If all conditions are met, the bot closes the long position.
Visuals:
The bot plots the moving average, RSI, MACD, and Stochastic indicators for reference.
It also displays buy/sell signals with arrows:
Green arrow (Buy Signal) → When all buy conditions are met.
Red arrow (Sell Signal) → When all sell conditions are met.
How to Use It in TradingView:
Moving Average Convergence DivergenceA MACD with option for logarithmic or regular scale.
This indicator presents bullish or bearish 'flags' based on the most recent signal cross and asset price divergence. If the price moves up and the macd continues trending down, a bearish divergence is flagged. if the price moves down and the macd continues moving up, a bullish divergence is flagged.
MACDTraditional MACD
Used in Kinetic Momentum Theory
The histogram is 2 times higher than the Tradingview default MACD
Vector Trinity indicator II: [Bottom: TTM Squeeze]**1. Introduction: The Engine of the System**
This indicator is **Part 2** of the "Vector Trinity" trading system. While Part I (Structure) defines *where* the price is, **Part II (Impulse)** defines *when* the move will happen and *how strong* it is.
It represents the **Time Dimension** of the system, focusing on momentum ignition and energy release.
* **I: Structure:** Spatial boundaries.
* **II: Impulse:** **Momentum velocity & Squeeze timing (Current Indicator).**
* **III: Flow:** Capital validation.
**2. Core Logic: Linear Regression Momentum**
Unlike standard momentum indicators (like MACD) which are based on Moving Averages and often lag significantly, **Vector Trinity II** utilizes **Linear Regression** on price deviations.
* **Math:** It calculates the distance between the price and the mean, then runs a linear regression to determine the angle of attack.
* **Benefit:** This provides a near-instantaneous reading of market "Velocity" and "Acceleration," reducing lag and allowing traders to see the turn before price fully commits.
**3. The "Squeeze" Mechanics (The Dots)**
The central line features dots that indicate the volatility state of the market:
* **🔴 Red Dot (Squeeze ON):** The Bollinger Bands have moved inside the Keltner Channels. Volatility is critically low. The market is storing energy like a compressed spring. **Action:** Wait. Do not trade yet.
* **🟢 Green Dot (Squeeze Fired):** The Bands have popped out of the Channels. The energy is releasing. **Action:** This is the "Ignition" signal. Look at the histogram color for direction.
**4. The 4-Color Momentum System**
The histogram bars are color-coded to tell the full story of the trend's lifecycle, not just direction:
* **Bullish Territory (Above 0):**
* **🟦 Cyan (Light Blue):** **Bullish Acceleration.** Buyers are aggressive. Momentum is increasing. (Best for entry).
* **🔷 Blue (Dark Blue):** **Bullish Deceleration.** Buyers are tired. Momentum is fading. (Prepare to take profit).
* **Bearish Territory (Below 0):**
* **🟥 Red:** **Bearish Acceleration.** Sellers are aggressive. Momentum is increasing. (Best for shorting).
* **🟨 Yellow:** **Bearish Deceleration.** Sellers are exhausted. Momentum is recovering towards zero. (Warning: Trend potential reversal).
**5. How to Use**
* **Step 1:** Look for **Red Dots** on the zero line. This identifies a high-potential setup building up.
* **Step 2:** Wait for the **First Green Dot**. This is the "Squeeze Fired" signal.
* **Step 3:** Confirm with the **Histogram Color**.
* If Green Dot + **Cyan Bar** = Long Signal.
* If Green Dot + **Red Bar** = Short Signal.
* **Advanced:** Use the **Yellow Bars** as an early warning to exit short positions before price actually reverses.
**Settings:**
* **Length:** 20 (Standard calculation period).
* **BB/KC Mult:** 2.0 / 1.5 (Standard ratios to define the Squeeze).
* **Smoothing:** Enabled (Default 3) to reduce noise and provide clearer color transitions.
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### **中文说明**
**1. 简介：系统的核心引擎**
本指标是“矢量三位一体”交易系统的 **第二部分**。如果说第一部分 (Structure) 定义了价格*在哪里*，那么 **第二部分 (Impulse)** 则定义了行情*何时*启动以及力度*有多强*。
它代表了系统的 **时间维度**，专注于动能的点火与能量释放。
* **I: Structure 结构：** 空间边界。
* **II: Impulse 脉冲：** **动能速度与挤压时机（本指标）。**
* **III: Flow 流向：** 资金验证。
**2. 核心逻辑：线性回归动能**
传统的动能指标（如 MACD）通常基于移动平均线，存在显著的滞后性。**Vector Trinity II** 采用了基于价格偏离度的 **Linear Regression (线性回归)** 算法。
* **数学原理：** 它计算价格与均值的距离，并通过回归分析确定攻击的角度。
* **优势：** 这提供了几乎零滞后的市场“速度”与“加速度”读数，允许交易者在价格完全反转之前看到动能的拐点。
**3. “挤压”机制 (圆点信号)**
0轴上的圆点指示了市场的波动率状态：
* **🔴 红点 (Squeeze ON)：** 布林带完全进入了肯特纳通道内部。波动率极低。市场像被压缩的弹簧一样在积蓄能量。**操作：** 等待，不要急于进场。
* **🟢 绿点 (Squeeze Fired)：** 布林带扩张冲出通道。能量开始释放。**操作：** 这是“点火”信号。观察柱状图颜色以确定方向。
**4. 四色动能战术系统**
柱状图通过四种颜色讲述了趋势完整的生命周期，而不仅仅是涨跌：
* **多头区域 (0轴上方)：**
* **🟦 青色 (Cyan)：** **多头加速。** 买盘积极，动能增强。（最佳进场期）
* **🔷 蓝色 (Blue)：** **多头减速。** 买盘疲惫，动能衰减。（准备止盈）
* **空头区域 (0轴下方)：**
* **🟥 红色 (Red)：** **空头加速。** 卖盘积极，动能增强。（最佳做空期）
* **🟨 黄色 (Yellow)：** **空头减速。** 卖盘力竭，动能向0轴修复。（警告：趋势可能反转/抄底信号）
**5. 使用方法**
* **第一步：** 寻找0轴上的 **红点**。这标志着一个高爆发潜力的机会正在酝酿。
* **第二步：** 等待 **第一个绿点** 出现。这是“挤压释放/点火”的信号。
* **第三步：** 结合 **柱状图颜色** 确认。
* 绿点 + **青色柱** = 做多信号。
* 绿点 + **红色柱** = 做空信号。
* **进阶用法：** 利用 **黄色柱** 作为空单止盈的先行指标，往往在价格反弹之前，动能就已经变黄了。
**参数设置：**
* **Length (周期)：** 20 (标准计算周期)。
* **BB/KC Mult (倍数)：** 2.0 / 1.5 (定义挤压状态的标准比率)。
* **Smoothing (平滑)：** 开启 (默认3) 以减少噪音，提供更平滑的颜色转换体验。
NAKED NINJA DOUBLE MACD SUPER STOC HELL 3just eye ball it on charts and you will see how it all works dedicatated to an OG
Project 1 - Complete with CMF and All IndicatorsProject 1 – Multi-Indicator Suite
This script combines several widely-used technical indicators into a single visual framework.
It is designed to help traders track momentum, trend strength, volume behavior, and money flow without switching between multiple tools.
Included components:
• MACD with dynamic color changes
• RSI with percentage change and directional marker
• ADX with trend-strength shading and Δ% calculation
• CMF (Chaikin Money Flow) with positive/negative flow tracking
• Volume Oscillator for short–long volume pressure
• Auto-updated labels for RSI, ADX, and CMF
• Lightweight visual lines to show momentum changes
Use cases:
• Trend confirmation
• Momentum diagnostics
• Volume-based pressure analysis
• Money-flow direction and strength
• Multi-factor confluence without indicator stacking
This tool does not generate buy/sell signals and does not imply trading outcomes.
It is a visual analytics suite built for discretionary technical analysis.
Schaff Trend Cycle (STC)The STC (Schaff Trend Cycle) indicator is a momentum oscillator that combines elements of MACD and stochastic indicators to identify market cycles and potential trend reversals.
Key features of the STC indicator:
Oscillates between 0 and 100, similar to a stochastic oscillator
Values above 75 generally indicate overbought conditions
Values below 25 generally indicate oversold conditions
Signal line crossovers (above 75 or below 25) can suggest potential entry/exit points
Faster and more responsive than traditional MACD
Designed to filter out market noise and identify cyclical trends
Traders typically use the STC indicator to:
Identify potential trend reversals
Confirm existing trends
Generate buy/sell signals when combined with other technical indicators
Filter out false signals in choppy market conditions
This STC implementation includes multiple smoothing options that act as filters:
None: Raw STC values without additional smoothing, which provides the most responsive but potentially noisier signals.
EMA Smoothing: Applies a 3-period Exponential Moving Average to reduce noise while maintaining reasonable responsiveness (default).
Sigmoid Smoothing: Transforms the STC values using a sigmoid (S-curve) function, creating more gradual transitions between signals and potentially reducing whipsaw trades.
Digital (Schmitt Trigger) Smoothing: Creates a binary output (0 or 100) with built-in hysteresis to prevent rapid switching.
The STC indicator uses dynamic color coding to visually represent momentum:
Green: When the STC value is above its 5-period EMA, indicating positive momentum
Red: When the STC value is below its 5-period EMA, indicating negative momentum
The neutral zone (25-75) is highlighted with a light gray fill to clearly distinguish between normal and extreme readings.
Alerts:
Bullish Signal Alert:
The STC has been falling
It bottoms below the 25 level
It begins to rise again
This pattern helps confirm potential uptrend starts with higher reliability.
Bearish Signal Alert:
The STC has been rising
It peaks above the 75 level
It begins to decline
This pattern helps identify potential downtrend starts.
MACD+Features:
Allows for each MA to use EMA, WMA or SMA independently.
Adds a configurable fill between the MACD line and Signal lines.
Volume Weighted MACD with Named PlotsLiterally just copied VWMACD but named the plot lines to make setting alerts more clear.
VMACD IndicatorVolume-Weighted MACD Indicator. You can turn volume-weighted off to get "regular" MACD, and you can change the scaling of the histogram to make it stand out more.
MACD_TracerSimple Script for a very fast MACD
Best used as an Indicator Overlay for studying detailed movement.
Indicator over Indicator
Using as a Indicator overlay. You must drag and drop an indicator over another indicator. After you have the visual of both indicators in one indicator box, you must go to CHART PROPERTIES and SCALE LEFT . This way both your indicators are scaled to same axis.
Analysis
Having both indicators allows me the ability to better detect what the indicator is specialized to do. In this case I have one indicator that has strength at detecting Momentum shifts and the other detects Divergences.
MACD_VXIMACD_VXI..
*Cross over markers
*Directional bgcolor indication
To run in line with the VX family / or stand alone :-
Baseline_VX1
MACD_VX1 (this one)
Stoch_VX3
/Strategy, line up all three, place your bets - Black or Green :)
