MACD/EMA/SMA/Ichimoku Confluence StrategyThis strategy uses a number of chart indicators to provide a Bullish/Bearish signal. Using a combination of the 200 SMA, the 20 EMA, the MACD and the Ichimoku cloud, the strategy logic will adjust the amount of confluence required between the indicators depending on how bullish or bearish the chart is looking. The logic looks for the following:
- Are we above or below the 200 SMA?
- Are we above or below the 20 EMA?
- Have we had a bullish MACD cross?
- Where are we in relation to the Ichimoku cloud?
If the coin is below the 200 SMA, then the strategy will only give a buy signal if the coin closes a candle above the 20 EMA AND the MACD is bullish and either the Ichimoku cloud is green, or the coin is above the Ichimoku cloud (regardless of colour).
If the coin is above the 200 SMA, Then the strategy will give a buy signal if the coin closes a candle above the 20 EMA AND the MACD is bullish and the coin is either IN the cloud (not necessarily above it) or the cloud is green.
The reverse is true for a sell signal, i.e. when the coin is above the 200 SMA it must close a candle below the Ichimoku cloud and be bearish in relation to the 20 EMA and MACD. If it is below the 200 SMA, then the strategy will give a sell signal if the the EMA/MACD conditions are true and the coin enters the cloud.
This strategy gives a fairly conservative signal for entry and exit points, but is fairly successful across a number of time frames, both short term and long term. As with all my strategies, I only include LONG entries and closes, not SHORT entries (as I find they make for inaccurate backtesting).
Please feel free to like, share, critique and suggest any improvements to this strategy. All feedback, positive and negative, is appreciated.
Cari dalam skrip untuk "macd"
Traders Dynamic Index Indicator Alert v0.1 by JustUncleLThis is a trend trading indicator+alert utilising the Traders Dynamic Index (TDI), Price Action Channel (PAC) and Heikin Ashi candles.
About 6months ago I came across the use of TDI in "E.A.S.Y. Method" that I found in forexfactory forums: www.forexfactory.com
and I was able to set up a chart based on the specifications by using Kurbelklaus scripts. However, I found that the alerts were being generated one or two bars too late, so at that time I was not successful using it with Binary Options. A few months later I found a variation of the method in the forecfactory forums which is able to generate the alerts a bit earlier, so this indicator is a modification of that early detection version.
The indicator can optionally use Heikin Ashi candles only for all it's calculation. I would recommend viewing the chart with Heikin Ashi candles, these smooth out the trends and makes trends very clear.
I found that this method it works good with most currency pairs or commodities and with 5min+ timeframe charts. I would suggest expiry of 2 to 6 candles.
ALERT GENERATION:
=================
The TDI (Traders Dynamic Index)
---------------------------------------------
Volatility Band VB(34), color: Blue, buffer: UpZone, DnZone
Relative Strength Index RSI(13)
RSI PRICE LINE (2), color: Green, buffer: mab
RSI TRADE SIGNAL LINE (7), color: Red, buffer: mbb
MARKET BASE LINE MID VB(34), color: Orange, buffer: mid
Indicator SignalLevels:
-------------------------------
RSI_OversoldLevel : 22 (normally: 32)
RSI_OverboughtLevel : 78 (normally: 68)
Alert Conditions:
-----------------------
Strong Buy : yellow
Medium Buy : aqua
Weak Buy : blue
Strong Sell : fuchsia
Medium Sell : purple
Weak Sell : black
Hints on How to use:
----------------------------
- When a Medium or Strong alert is generated and MACD histogram colour matches the direction
of the alert (optional auto filter), then place trade in direction of alert candle and MACD.
- I use the multi-Hull MA's for overall trend direction confirmation.
- Best positions normally occur near the MACD(5,15,1) Histogram crossing the zero line.
- The optional coloured Dots along the bottom of the indicator represent the first alert
of this type that was generated in this sequence.
- It is advisable to trade in the direction of the main trend as indicated the HULL MA red cloud:
if red cloud underneath PAC then BULLISH trend, if red cloud above PAC then BEARISH trend.
- Selecting the HeiKin Ashi candles does affect the MACD and MA caculations, so if you select
normal candles the result chart will change. You can still Optionally select to use Heikin Ashi
for calculations.
- When using the Heikin Ashi candles, a good buy entry is indicated by long top wick and no bottom wick
for bull (green) candles and good sell entry is indicated by long bottom wick and no top wick for
bear (red) candles.
- When the MACD histogram is flat and close to zero line,
this indicates a ranging market, do NOT trade when this occurs.
- When the PAC channel on the main chart is spread apart widely, this is an indication
of extreme volatility and choppy chart, do NOT try to trade during these periods.
A choppy chart is also indicated by Heikin Ashi candles with long wicks on both sides
of the candles.
- You can specify what strength level Alerts are generated (default 2):
Level (1) means only generate Strong Alerts only.
Level (2) means generate Strong and Medium Alerts.
Level (3) means generate Strong, Medium and Weak Alerts.
Improved Moving Average Convergence/DivergenceSimple change to the standard MACD formula I like to use that slow it down and reduces the amount of false signals while allowing strong/good signals through,
MACD PercentageJust the macd not using the raw difference between the 12 and 26 ema for the macd. Instead It calculates the difference in %. Histogram and signal are also derived from the macd line. Also added 2 horizontal lines, you can modify.
Feel free to use and copy the code. I also copied the source code from tradingview public script, thanks to the one who made it.
TTP VIX SpyTTP VIX Spy is an indicator that uses data from TVC:VIX to better time entries in the market.
The assumption used is that when the VIX is coming down from the top of its range then the risk on assets can move to the upside and when the VIX is is pushing higher there's a high likelihood or risk on assets going down.
This indicator observes the momentum of VIX using MACD. It offers two different signals both for longs and shorts: signal 1 and 2.
Signal 1 is activate when the begging of a new trend for the VIX is confirmed.
Signal 2 is activated when the VIX pulls back from an extreme value.
You can configure the parameters of the internal super trend and the look back for the slope applied to price and RSIs.
The indicator offers the following filter parameters:
- Price RSI slope: it filters signals that have RSI slope pointing in the opposite direction of the signal.
- Counter trend: it filters signals that are not counter trending super trend.
- Wide BBW: it filters signals that happen when there hasn't been high price volatility
- Price slope: it filters signals when the price is not pointing in the direction of the signal (buy: up, sell: down)
- VIX RSI filter: it filters VIX RSI values overextended. MACD can be in the right range, but sometimes RSI contradicts it. By default is OFF since it can cause false negatives.
- Working days only: it filters signals that occur in the weekend.
The colours below the price action show how the VIX momentum is changing. Transitions from red into pink and then green show how the fear is fading which tends to lead to lead to bullish moves, and the opposite when the transitions are from green to red.
Performance and initial thoughts.
I have tried VIX Spy on both BINANCE:BTCUSDT.P and BINANCE:ETHUSDT.P and it seems to offer a decent win ratio. As you can see I had to add many filter to remove bad entries and left toggles available to decide which ones you want to use.
I tried the signal in the 4H, 1H and 15min with mixed results. I tend to incline for the results in the 1H.
VIX signal offers a backtestable stream and alerts both for signals 1 and 2.
MACD_VXI by GermoIts a volume-weighted MACD(13/21), by applying VW(8) to the MA formula.
Not a big deal, but I liked it. It reduces some noise imho.
McGinley Dynamic Convergence/Divergence [ChuckBanger]This is a MACD version with MaGinley Dynamic indicator invented by John R. McGinley. MaGinley Dynamic can be used as a moving average and is a highly reliable indicator. Here i use it instead of EMA witch normally is used to calculate MACD.
For more information of MaGinley Dynamic
www.investopedia.com
Multi-time Frame Trend DirectionThis is a multi-time frame trend direction indicator. It indicates whether the trend is ascending or descending across multiple time frames: 5M, 15M, 30M, 1H, 4H, and Daily.
The logic is based on the positions of EMA12 and EMA26.
These EMAs are smoothed with an SMA.
Why 12 and 26, and why are they smoothed with 9?
As you might surmise, these parameters are derived from the MACD.
I recommend not altering the parameters, but the choice is yours. Enjoy.
MAROC Fast/SlowNot sure if a similar indicator already exist, so I created my own. After creating this indicator, I realize it looks very similar to MACD. However, it strictly uses Hull moving average in its calculation for the lines.
MAROC is simply Moving Average Rate of Change. This is a trend-following indicator that calculates the rate of change on two Hull moving averages. By default it calculates the ROC on 60-period HMA (green and red) and 180-period HMA (blue and orange). The zero line represents the confirmation of change in trend. Above zero is up trend and below zero is down trend. Note the difference between the "trend reversal" and the "confirmation of a trend". I like to define trend reversal by the change in direction
The colored squares on the zero line has 4 colors that represents the overall trend. Here I include the slowdown of MAROC as the start of a trend.
- bright green = when both the slow and fast MA are trending up
- faded green = when slow MA trending up, but fast MA trending down
- faded red = when slow MA trending down, but fast MA trending up
- bright red = when both the slow MA and fast MA are trending down
Trend changes triangles are shown to signal the change in trend direction (trend reversal). Green and blue triangles are trend reversal to the upside. Red and orange triangles are trend reversal to the downside.
This indicator includes the option of displaying buy(long) and sell(short) signals that follows these rules. Use at your own discretion, as it may not apply well with your market or ticker.
- Long = Bright green square and either fast or slow MAROC changes trend direction to the upside
- Short = Bright red square and either fast or slow MAROC changes trend direction to the downside
Enjoy~! Please let me know if you find this useful and which market / ticker and timeframe you are using it on~ :)
4 colour MACD with Delta % + Div LabelMACD 4C + Delta % + Divergence Label
This advanced MACD-based indicator is designed for professional traders seeking enhanced momentum analysis with visual clarity. It offers a multi-faceted view of MACD behavior with real-time insights into trend strength, acceleration, and divergence signals.
Key Features:
4-Color MACD Histogram:
Visually distinguishes between rising and falling MACD bars in both bullish and bearish zones for quicker momentum assessment.
Delta % Labels:
Each bar displays the percentage change in MACD compared to the previous bar, providing instant feedback on MACD acceleration and shift in momentum.
Automatic Divergence Detection:
Identifies regular bullish and bearish divergences using pivot-based logic. Displays clear, compact labels near MACD bars to highlight potential reversal zones.
Clean, Minimalist Design:
Divergence labels are sized for readability and positioned to avoid overlapping with MACD data, ensuring clean chart presentation.
No repainting or lag:
All divergence calculations are based on confirmed pivots, ensuring reliable signal generation without false alerts.
This tool is ideal for scalpers, swing traders, and momentum traders who rely on MACD dynamics for precise timing and directional bias. Use it to improve your entry and exit accuracy by combining traditional MACD signals with real-time volume and divergence insight.
🔹 Usage Notes
Recommended Timeframes:
Works well on all timeframes. For scalping, use 1m–5m; for swing trading, use 15m–1H+.
Best for:
Traders looking for a fast, visual way to assess trend strength and spot divergence-based reversal opportunities.
Pair With:
Can be used alongside price action, volume profile, RSI, or order flow-based indicators for confirmation.
How to Read:
Green/Red MACD bars indicate bullish/bearish momentum.
Delta % shows MACD change rate — increasing positive delta = strengthening trend.
Arrows/text labels signal potential divergence — pay attention when divergence aligns with support/resistance or price structure.
Notes:
No repainting — divergence is only drawn after pivots are confirmed.
All labels are automatically managed for clean display.
Can be customized further for hidden divergences or alert integration.
Adaptive MA Scalping StrategyAdaptive MA Scalping Strategy
The Adaptive MA Scalping Strategy is an innovative trading approach that merges the strengths of the Kaufman's Adaptive Moving Average (KAMA) with the Moving Average Convergence Divergence (MACD) histogram. This combination results in a momentum-adaptive moving average that dynamically adjusts to market conditions, providing traders with timely and reliable signals.
How It Works
Kaufman's Adaptive Moving Average (KAMA): Unlike traditional moving averages, KAMA adjusts its sensitivity based on market volatility. It becomes more responsive during trending markets and less sensitive during periods of consolidation, effectively filtering out market noise.
MACD Histogram Integration: The strategy incorporates the MACD histogram, a momentum indicator that measures the difference between a fast and a slow exponential moving average (EMA). By adding the MACD histogram values to the KAMA, the strategy creates a new line—the momentum-adaptive moving average (MOMA)—which captures both trend direction and momentum.
Signal Generation:
Long Entry: The strategy enters a long position when the closing price crosses above the MOMA. This indicates a potential upward momentum shift.
Exit Position: The position is closed when the closing price crosses below the MOMA, signaling a potential decline in momentum.
Cloud Calculation Detail
The MOMA is calculated by adding the MACD histogram value to the KAMA of the price. This addition effectively adjusts the KAMA based on the momentum indicated by the MACD histogram. When momentum is strong, the MACD histogram will have higher values, causing the MOMA to adjust accordingly and provide earlier entry or exit signals.
Performance on Stocks
This strategy has demonstrated excellent performance on stocks when applied to the 1-hour timeframe. Its adaptive nature allows it to respond swiftly to market changes, capturing profitable trends while minimizing the impact of false signals caused by market noise. The combination of KAMA's adaptability and MACD's momentum detection makes it particularly effective in volatile market conditions commonly seen in stock trading.
Key Parameters
KAMA Length (malen): Determines the sensitivity of the KAMA. A length of 100 is used to balance responsiveness with noise reduction.
MACD Fast Length (fast): Sets the period for the fast EMA in the MACD calculation. A value of 24 helps in capturing short-term momentum changes.
MACD Slow Length (slow): Sets the period for the slow EMA in the MACD calculation. A value of 52 smooths out longer-term trends.
MACD Signal Length (signal): Determines the period for the signal line in the MACD calculation. An 18-period signal line is used for timely crossovers.
Advantages of the Strategy
Adaptive to Market Conditions: By adjusting to both volatility and momentum, the strategy remains effective across different market phases.
Enhanced Signal Accuracy: The fusion of KAMA and MACD reduces false signals, improving the accuracy of trade entries and exits.
Simplicity in Execution: With straightforward entry and exit rules based on price crossovers, the strategy is user-friendly for traders at all experience levels
MACD with DPO Strategy by NGExplanation of the MACD with DPO Strategy:
MACD (Moving Average Convergence Divergence):
The MACD is a trend-following indicator that shows the relationship between two moving averages of a price.
In this script:
We calculate the MACD line by subtracting the slow moving average (typically 26-period EMA) from the fast moving average (typically 12-period EMA).
The Signal line is calculated as a 9-period EMA of the MACD line.
The Histogram is the difference between the MACD line and the Signal line, indicating the momentum of the price trend.
Buy Condition: The script generates a buy signal when the MACD histogram crosses from negative to positive (indicating a bullish momentum) and DPO is also positive.
Sell Condition: The script generates a sell signal when the MACD histogram crosses from positive to negative (indicating a bearish momentum) and DPO is also negative.
DPO (Detrended Price Oscillator):
The DPO removes long-term trends from prices, making it easier to identify shorter-term cycles or oscillations.
In this script:
We calculate the DPO by subtracting a shifted simple moving average (SMA) from the close price. The shifting period depends on half the specified period.
We also calculate the DPO SMA as a 30-period EMA of the DPO values.
DPO Color: The DPO line is colored green when the DPO is above zero (indicating upward momentum) and red when it is below zero (indicating downward momentum). The histogram is also colored based on whether the DPO is positive or negative.
Plotting and Alerts:
The script plots the MACD, Signal, and Histogram on the chart.
Additionally, it plots the DPO and its SMA with different colors depending on whether the DPO is above or below zero.
Buy Signal: A green arrow labeled "BUY" is plotted below the bar when both MACD and DPO indicate a bullish condition.
Sell Signal: A red arrow labeled "SELL" is plotted above the bar when both MACD and DPO indicate a bearish condition.
Background colors are used to highlight the chart whenever a buy or sell condition occurs.
The script also includes alerts for both buy and sell signals, allowing users to set notifications when conditions are met.
How to Use:
Identify Buy and Sell Signals:
The script generates a Buy signal when:
The MACD histogram crosses from negative to positive (bullish momentum), and
The DPO is above zero (indicating upward momentum).
The script generates a Sell signal when:
The MACD histogram crosses from positive to negative (bearish momentum), and
The DPO is below zero (indicating downward momentum).
Chart Visualization:
The MACD histogram and Signal line help visualize the momentum and potential trend reversal.
The DPO and DPO SMA help visualize the shorter-term price cycles.
The signals (Buy and Sell) will be plotted on the chart with arrows indicating entry points.
Customization:
You can adjust the MACD and DPO parameters (such as fast_length, slow_length, period_) to fit your trading style or market conditions.
The script can be used in any timeframe depending on your strategy (e.g., intraday trading or longer-term trading).
Example Scenario:
If you're looking for potential buy opportunities, wait for the script to generate a buy signal (green arrow) where the MACD histogram has shifted to positive, and DPO is also in the green (above zero). This signals that both momentum and cycle direction are aligned for a potential upward movement.
Conversely, for sell opportunities, wait for the red arrow where MACD momentum is turning negative and DPO is also negative (below zero), indicating a bearish condition.
This combination of MACD and DPO allows traders to identify stronger and more reliable entry/exit points by confirming the trend with the MACD and detecting shorter-term price cycles with the DPO.
MACD Divergence StrategyStrategy Description: MACD Divergence with SMA Crossover Strategy
Overview:
The MACD Divergence with SMA Crossover Strategy is designed to identify high-probability trading opportunities based on the interaction of the MACD (Moving Average Convergence Divergence) indicator and key moving averages. This strategy focuses on detecting divergences between the MACD line and the signal line, combined with specific conditions related to the 50-period and 800-period SMAs. It ensures that the MACD and signal lines do not cross the zero line between the current and previous divergence points, thereby filtering out weaker signals and enhancing the accuracy of trade entries.
Key Components:
Simple Moving Averages (SMAs):
50-period SMA: A short-term trend indicator that helps identify the prevailing market direction.
800-period SMA: A long-term trend indicator used to gauge the overall market trend.
MACD Indicator:
MACD Line: Represents the difference between the 12-period EMA and the 26-period EMA.
Signal Line: A 9-period EMA of the MACD line.
Histogram: The difference between the MACD line and the signal line, used to visualize the strength of the signal.
Trade Conditions:
Long Position (Buy):
The 50 SMA is above the 800 SMA, indicating a bullish market trend.
The MACD line and signal line are both below zero, signifying a potential bullish reversal.
A bullish divergence is detected when the MACD line crosses above the signal line below zero, without either line crossing the zero level between the current and previous cross.
Short Position (Sell):
The 50 SMA is below the 800 SMA, indicating a bearish market trend.
The MACD line and signal line are both above zero, signaling a potential bearish reversal.
A bearish divergence is detected when the MACD line crosses below the signal line above zero, without either line crossing the zero level between the current and previous cross.
Signal Plotting:
Long Signals: Displayed when the conditions for a bullish divergence and SMA alignment are met, marked with a green upward arrow on the chart.
Short Signals: Displayed when the conditions for a bearish divergence and SMA alignment are met, marked with a red downward arrow on the chart.
MACD Trail | Flux Charts💎 GENERAL OVERVIEW
Introducing our new MACD Trail indicator! Moving average convergence/divergence (MACD) is a well-known indicator among traders. It's a trend-following indicator that uses the relationship between two exponential moving averages (EMAs). This indicator aims to use MACD to generate a trail that follows the current price of the ticker, which can act as a support / resistance zone. More info about the process in the "How Does It Work" section.
Features of the new MACD Trail Indicator :
A Trail Generated Using MACD Calculation
Customizable Algorithm
Customizable Styling
📌 HOW DOES IT WORK ?
First of all, this indicator calculates the current MACD of the ticker using the user's input as settings. Let X = MACD Length setting ;
MACD ~= X Period EMA - (X * 2) Period EMA
Then, two MACD Trails are generated, one being bullish and other being bearish. Let ATR = 30 period ATR (Average True Range)
Bullish MACD Trail = Current Price + MACD - (ATR * 1.75)
Bearish MACD Trail = Current Price + MACD + (ATR * 1.75)
The indicator starts by rendering only the Bullish MACD Trail. Then if it's invalidated (candlestick closes below the trail) it switches to Bearish MACD Trail. The MACD trail switches between bullish & bearish as they get invalidated.
The trail type may give a hint about the current trend of the price action. The trail itself also can act as a support / resistance zone, here is an example :
🚩 UNIQUENESS
While MACD is one of the most used indicators among traders, this indicator aims to add another functionality to it by rendering a trail based on it. This trail may act as a support / resistance zone as described above, and gives a glimpse about the current trend. The indicator also has custom MACD Length and smoothing options, as well as various style options.
⚙️ SETTINGS
1. General Configuration
MACD Length -> This setting adjusts the EMA periods used in MACD calculation. Increasing this setting will make MACD more responseive to longer trends, while decreasing it may help with detection of shorter trends.
Smoothing -> The smoothing of the MACD Trail. Increasing this setting will help smoothen out the MACD Trail line, but it can also make it less responsive to the latest changes.
Multi Timeframe Moving Average Convergence Divergence {DCAquant}Overview
The MTF MACD indicator provides a unique view of MACD (Moving Average Convergence Divergence) and Signal Line dynamics across various timeframes. It calculates the MACD and Signal Line for each selected timeframe and aggregates them for analysis.
Key Features
MACD Calculation
Utilizes standard MACD calculations based on user-defined parameters like fast length, slow length, and signal smoothing.
Determines the difference between the MACD and Signal Line to identify convergence or divergence.
Multiple Timeframe Analysis
Allows users to select up to six different timeframes for analysis, ranging from minutes to days, providing a holistic view of market trends.
Calculates MACD and Signal Line for each timeframe independently.
Aggregated Analysis
Combines MACD and Signal Line values from multiple timeframes to derive a consolidated view.
Optionally applies moving average smoothing to aggregated MACD and Signal Line values for better clarity.
Position Identification
Determines the trading position (Long, Short, or Neutral) based on the relationship between MACD and Signal Line.
Considers the proximity of MACD and Signal Line to identify potential trading opportunities.
Visual Representation
Plots MACD and Signal Line on the price chart for visual analysis.
Utilizes color-coded backgrounds to indicate trading conditions (Long, Short, or Neutral) for quick interpretation.
Dynamic Table Display
Displays trading position alongside graphical indicators (rocket for Long, snowflake for Short, and star for Neutral) in a customizable table.
Offers flexibility in table placement and size for user preference.
How to Use
Parameter Configuration
Adjust parameters like fast length, slow length, and signal smoothing to fine-tune MACD calculations.
Select desired timeframes for analysis based on trading preferences and market conditions.
Interpretation
Monitor the relationship between MACD and Signal Line on the price chart.
Pay attention to color-coded backgrounds and graphical indicators in the table for actionable insights.
Decision Making
Consider entering Long positions when MACD is above the Signal Line and vice versa for Short positions.
Exercise caution during Neutral conditions, as there may be uncertainty in market direction.
Risk Management
Combine MTF MACD analysis with risk management strategies to optimize trade entries and exits.
Set stop-loss and take-profit levels based on individual risk tolerance and market conditions.
Conclusion
The Multi Timeframe Moving Average Convergence Divergence (MTF MACD) indicator offers a robust framework for traders to analyze market trends across multiple timeframes efficiently. By combining MACD insights from various time horizons and presenting them in a clear and actionable format, it empowers traders to make informed decisions and enhance their trading strategies.
Disclaimer
The Multi Timeframe Moving Average Convergence Divergence (MTF MACD) indicator provided here is intended for educational and informational purposes only. Trading in financial markets involves risk, and past performance is not indicative of future results. The use of this indicator does not guarantee profits or prevent losses.
Please be aware that trading decisions should be made based on your own analysis, risk tolerance, and financial situation. It is essential to conduct thorough research and seek advice from qualified financial professionals before engaging in any trading activity.
The MTF MACD indicator is a tool designed to assist traders in analyzing market trends and identifying potential trading opportunities. However, it is not a substitute for sound judgment and prudent risk management.
By using this indicator, you acknowledge that you are solely responsible for your trading decisions, and you agree to indemnify and hold harmless the developer and distributor of this indicator from any losses, damages, or liabilities arising from its use.
Trading in financial markets carries inherent risks, and you should only trade with capital that you can afford to lose. Exercise caution and discretion when implementing trading strategies, and consider seeking independent financial advice if necessary.
Dual_MACD_trendingINFO:
This indicator is useful for trending assets, as my preference is for low-frequency trading, thus using BTCUSD on 1D/1W chart
In the current implementation I find two possible use cases for the indicator:
- as a stand-alone indicator on the chart which can also fire alerts that can help to determine if we want to manually enter/exit trades based on the signals from it (1D/1W is good for non-automated trading)
- can be used to connect to the Signal input of the TTS (TempalteTradingStrategy) by jason5480 in order to backtest it, thus effectively turning it into a strategy (instructions below in TTS CONNECTIVITY section)
Trading period can be selected from the indicator itself to limit to more interesting periods.
Arrow indications are drawn on the chart to indicate the trading conditions met in the script - light green for HTF crossover, dark green for LTF crossover and orange for LTF crossunder.
Note that the indicator performs best in trending assets and markets, and it is advisable to use additional indicators to filter the trading conditions when market/asset is expected to move sideways.
DETAILS:
It uses a couple of MACD indicators - one from the current timeframe and one from a higher timeframe, as the crossover/crossunder cases of the MACD line and the signal line indicate the potential entry/exit points.
The strategy has the following flow:
- If the weekly MACD is positive (MACD line is over the signal line) we have a trading window.
- If we have a trading window, we buy when the daily macd line crosses AND closes above the signal line.
- If we are in a position, we await the daily MACD to cross AND close under the signal line, and only then place a stop loss under the wick of that closing candle.
The user can select both the higher (HTF) and lower (LTF) timeframes. Preferably the lower timeframe should be the one that the Chart is on for better visualization.
If one to decide to use the indicator as a strategy, it implements the following buy and sell criterias, which are feed to the TTS, but can be also manually managed via adding alerts from this indicator.
Since usually the LTF is preceeding the crossover compared to the HTF, then my interpretation of the strategy and flow that it follows is allowing two different ways to enter a trade:
- crossover (and bar close) of the macd over the signal line in the HIGH TIMEFRAME (no need to look at the LOWER TIMEFRMAE)
- crossover (and bar close) of the macd over the signal line in the LOW TIMEFRAME, as in this case we need to check also that the macd line is over the signal line for the HIGH TIMEFRAME as well (like a regime filter)
The exit of the trade is based on the lower timeframe MACD only, as we create a stop loss equal to the lower wick of the bar, once the macd line crosses below the signal line on that timeframe
SETTINGS:
All of the indicator's settings are for the vanilla/general case.
User can set all of the MACD parameters for both the higher and lower (current) timeframes, currently left to default of the MACD stand-alone indicator itself.
The start-end date is a time filter that can be extermely usefull when backtesting different time periods.
TTS SETTINGS (NEEDED IF USED TO BACKTEST WITH TTS)
The TempalteTradingStrategy is a strategy script developed in Pine by jason5480, which I recommend for quick turn-around of testing different ideas on a proven and tested framework
I cannot give enough credit to the developer for the efforts put in building of the infrastructure, so I advice everyone that wants to use it first to get familiar with the concept and by checking
by checking jason5480's profile www.tradingview.com
The TTS itself is extremely functional and have a lot of properties, so its functionality is beyond the scope of the current script -
Again, I strongly recommend to be thoroughly epxlored by everyone that plans on using it.
In the nutshell it is a script that can be feed with buy/sell signals from an external indicator script and based on many configuration options it can determine how to execute the trades.
The TTS has many settings that can be applied, so below I will cover only the ones that differ from the default ones, at least according to my testing - do your own research, you may find something even better :)
The current/latest version that I've been using as of writing and testing this script is TTSv48
Settings which differ from the default ones:
- from - False (time filter is from the indicator script itself)
- Deal Conditions Mode - External (take enter/exit conditions from an external script)
- 🔌Signal 🛈➡ - Dual_MACD: 🔌Signal to TTSv48 (this is the output from the indicator script, according to the TTS convention)
- Sat/Sun - true (for crypto, in order to trade 24/7)
- Order Type - STOP (perform stop order)
- Distance Method - HHLL (HigherHighLowerLow - in order to set the SL according to the strategy definition from above)
The next are just personal preferenes, you can feel free to experiment according to your trading style
- Take Profit Targets - 0 (either 100% in or out, no incremental stepping in or out of positions)
- Dist Mul|Len Long/Short- 10 (make sure that we don't close on profitable trades by any reason)
- Quantity Method - EQUITY (personal backtesting preference is to consider each backtest as a separate portfolio, so determine the position size by 100% of the allocated equity size)
- Equity % - 100 (note above)
EXAMPLES:
If used as a stand-alone indicator, the green arrows on the bottom will represent:
- light green - MACD line crossover signal line in the HTF
- darker green - MACD line crossover signal line in the LTF
- orange - MACD line crossunder signal line in the LTF
I recommend enabling the alerts from the script to cover those cases.
If used as an input to the TTS, we'll get more decorations on the chart from the TTS itself.
In the example below we open a trade on the next day of LTF crossover, then a few days later a crossunder in the LTF occurs, so we set a SL at the low of the wick of this day. Few days later the price doesn't recover and hits that SL, so the position is closed.
MACD HTF - Dynamic SmoothingEnhancing Your 1-Minute Trades with Dynamic HTF MACD Smoothing
Ever found yourself glued to a 1-minute chart, trying to catch every minor price movement, yet feeling like you're missing the bigger picture? Picture this: a solid MACD line on that chart, dynamically smoothed from a higher timeframe (HTF). This tool offers two significant benefits over other existing HTF MACD indicators:
User-Friendly Interface: No need to manually adjust input parameters every time you switch to a different timeframe.
Smooth Charting: Say goodbye to the zigzag lines that often result from plotting higher time frame resolutions on a lower time frame.
Understanding the MACD
The Moving Average Convergence Divergence (MACD) is one of the most widely used and trusted technical indicators in the trading community. Invented by Gerald Appel in the late 1970s, the MACD helps traders understand the relationship between two moving averages of a security's price. It consists of the MACD line (difference between a 12-period and 26-period Exponential Moving Average) and the Signal line (9-period EMA of the MACD line). When the MACD line crosses above the Signal line, it's viewed as a bullish signal, and vice versa. The difference between the two lines is represented as a histogram, providing insights into potential buy or sell opportunities.
Features of the Dynamic HTF MACD Smoothing Script
Time Frame Flexibility: Choose a higher timeframe to derive MACD values and apply dynamic smoothing to your current timeframe.
Multiple Moving Averages: The script supports various MA types like EMA, SMA, DEMA, TEMA, WMA and HMA.
Alerts: Get real-time alerts for MACD crossover and crossunder.
Customizability: From the type of moving average to its length, customize as per your strategy.
Visual Indicators: Clearly plots signals when MACD crossover or crossunder occurs for potential entries.
At last
A massive shoutout to all the wizards and generous contributors in the community! You inspire innovations and new tools, paving the path forward. Here's to a community where we learn and build together. Cheers to collective growth!
Relative Moving Average Convergence DivergenceThe normal MACD is formed by the difference of two moving averages. In contrast, the relative MACD is formed by the quotient of two moving averages.
In my opinion, it is only with the Relaticen MACD possible to compare values at different prices.
Der normale MACD wird durch die Differenz zweier gleitender Durchschnitte gebildet. Im Gegensatz dazu wird der Relative MACD duch den Quotienten zweier gleitender Durchscnitte gebildet.
Meiner Meinung nach, ist es erst mit dem Relaticen MACD möglich Werte zu unterschiedlichen Kursen zu vergleichen.
La MACD normale est formée par la différence entre deux moyennes mobiles. En revanche, la MACD relative est calculée à partir du quotient de deux moyennes mobiles.
À mon avis, ce n'est qu'avec la MACD relative qu'il est possible de comparer des valeurs à des prix différents.
El MACD normal está formado por la diferencia entre dos medias móviles. En cambio, el MACD relativo está formado por el cociente de dos medias móviles.
En mi opinión, sólo con el MACD Relativo es posible comparar valores a diferentes precios.
Обычный MACD формируется разницей между двумя скользящими средними. В отличие от этого, относительный MACD формируется из коэффициента двух скользящих средних.
На мой взгляд, только с помощью относительного MACD можно сравнивать значения по разным ценам.
正常的MACD是由两条移动平均线之差形成的。相反，相对MACD是由两条移动平均线的商数形成的。
在我看来，只有相对MACD才有可能比较不同价格下的价值。
EMA 12/21 Crossover with ATR-based SL/TPRecommended
ATR Lenght: 7
ATR multiplier for stop loss: 1.5
ATR multiplier for take profit: 2
Recalculate- aftter order is filled: Make sure you put this on if using these settings.
Using standard OHLC: put on.
Theses settings make you 50% win rate with 1.5 profit factor
📈 Ultimate Scalper v2
Strategy Type: Trend-Pullback Scalping
Indicators Used: EMA (12/21), MACD Histogram, ADX, ATR
Platform: TradingView (Pine Script v5)
Author: robinunga16
🎯 Strategy Overview
The Ultimate Scalper v2 is a scalping strategy that catches pullbacks within short-term trends using a dynamic combination of 12/21 EMA bands, MACD Histogram crossovers, and ADX for trend confirmation. It uses ATR-based stop-loss and take-profit levels, making it suitable for volatility-sensitive environments.
🧠 Logic Breakdown
🔍 Trend Detection
Uses the 12 EMA and 21 EMA to identify the short-term trend:
Uptrend: EMA 12 > EMA 21 and ADX > threshold
Downtrend: EMA 12 < EMA 21 and ADX > threshold
The ADX (default: 25) filters out low-momentum environments.
📉 Pullback Identification
Once a trend is detected:
A pullback is flagged when the MACD Histogram moves against the trend (below 0 in uptrend, above 0 in downtrend).
An entry signal is triggered when the histogram crosses back through zero (indicating momentum is resuming in the trend direction).
🟢 Entry Conditions
Long Entry:
EMA 12 > EMA 21
ADX > threshold
MACD Histogram was below 0 and crosses above 0
Short Entry:
EMA 12 < EMA 21
ADX > threshold
MACD Histogram was above 0 and crosses below 0
❌ Exit Logic (ATR-based)
The strategy calculates stop-loss and take-profit levels using ATR at the time of entry:
Stop-Loss: Entry Price −/+ ATR × Multiplier
Take-Profit: Entry Price ± ATR × 2 × Multiplier
Default ATR Multiplier: 1.0
⚙️ Customizable Inputs
ADX Threshold: Minimum trend strength for trades (default: 25)
ATR Multiplier: Controls SL/TP distance (default: 1.0)
📊 Visuals
EMA 12 and EMA 21 band can be added manually for visual reference.
Entry and exit signals are plotted via TradingView’s built-in backtesting engine.
⚠️ Disclaimer
This is a backtesting strategy, not financial advice. Performance varies across markets and timeframes. Always combine with additional confluence or risk management when going live.
BK AK-47 Divergence🚨 Introducing BK AK-47 Divergence — Multi-Timeframe Precision Firepower for True Traders 🚨
After months of development, I’m proud to release my fifth weapon in the arsenal — BK AK-47 Divergence.
💥 Why “AK-47”? The Meaning Behind the Name
The AK-47 isn’t just a rifle. It’s the symbol of reliability, versatility, and raw stopping power. It performs in every environment — from the mud to the mountains — just like this indicator cuts through noise on any timeframe, any asset, any condition.
🔸 “AK” honors the same legacy as before — my mentor, A.K., whose discipline and vision forged my trading edge.
🔸 “47” signifies layered precision: 4 = structure, 7 = spiritual completion. Together, it’s the weapon of divine order that adapts, reacts, and strikes with purpose.
🔍 What Is BK AK-47 Divergence?
It’s a next-generation divergence detector — a smart hybrid of MACD, Bollinger Bands, and multi-timeframe divergence logic wrapped in a custom volatility engine and real-time flash alerts.
Designed for snipers in the market — those who only take the highest-probability shots.
⚙️ Core Weapon Systems
✅ MACD + BB Precision Overlay → MACD plotted inside dynamic Bollinger Bands — reveals hidden pressure zones where most indicators fail.
✅ Smart Histogram Scaling → Adaptive amplification based on volatility. No more weak histograms in strong markets.
✅ Full Multi-Timeframe Divergence Detection:
🔻 Current TF Divergence
🕐 Higher TF Divergence
⏱️ Lower TF Divergence
Each plotted with clean visual alerts, color-coded by direction and timeframe. You get instant divergence recognition across dimensions.
✅ Background Flash Alerts → When MACD hits BB extremes, the background lights up in red or green. Eyes instantly lock in on key moments.
✅ Advanced Pivot Lookback Control → New lookback system compares multiple pivot layers, not just the last swing. This gives true structural divergence, not just noise.
✅ Dynamic Fill Zones:
🔴 Oversold
🟢 Overbought
🔵 Neutral
Built to filter false signals and highlight hidden edge.
🛡️ Why This Indicator Changes the Game
🔹 Built for divergence snipers — not lagging MACD watchers.
🔹 Perfect for traders who sync with:
• Elliott Waves
• Fibonacci Time/Price Clusters
• Harmonic Patterns
• Gann Angles or Squares
• Price Action & Trendlines
🔹 Lets you visually map:
• Converging divergences (multi-TF confirmation)
• High-volatility histograms in low-volatility price zones (entry sweet spots)
• Flash-momentum warnings at BB pressure zones
🎯 How to Use BK AK-47 Divergence
🔹 Breakout Confirmation → MACD breaches upper BB with bullish divergence = signal to ride momentum.
🔹 Mean Reversion Reversals → MACD breaks lower BB + bullish div = setup for sniper long.
🔹 Top/Bottom Detection → Bearish divergence + MACD failure at upper BB = early reversal signal.
🔹 TF Sync Strategy → Align current TF with higher or lower divergences for laser-confirmed entries.
🧠 Final Thoughts
This isn’t just a divergence tool. It’s a battlefield reconnaissance system — one that lets you see when, where, and why the next pivot is forming.
🔹 Built in honor of the AK-legacy — reliability, discipline, and firepower.
🔹 Designed to cut through noise, expose structure, and alert you to what really matters.
🔹 Crafted for those who trade with intent, vision, and respect for the craft.
🙏 And most importantly: All glory to Gd — the One who gives wisdom, clarity, and purpose.
Without Him, the markets are chaos. With Him, we move in structure, order, and divine timing.
—
⚡ Stay dangerous. Stay precise. Stay aligned.
🔥 BK AK-47 Divergence — Locked. Loaded. Laser-focused. 🔥
May the markets bend to your discipline.
Gd bless. 🙏
Price OI Division Price OI Division Indicator
Overview
The Price OI Division indicator (`P_OI_D`) is a custom TradingView script designed to analyze the relationship between price momentum and open interest (OI) momentum. It visualizes the divergence between these two metrics using a modified MACD (Moving Average Convergence Divergence) approach, normalized to percentage values. The indicator is plotted as a histogram and two lines (MACD and Signal), with color-coded signals for easier interpretation.
Key Features
- Normalized Price MACD : Compares short-term and long-term price momentum.
- OI-Adjusted MACD : Incorporates open interest data to reflect market positioning.
- Divergence Histogram : Highlights the difference between price and OI momentum.
- Signal Line : Smoothed EMA of the divergence for trend confirmation.
- Threshold Lines : Horizontal reference lines at ±10% and 0 for quick visual analysis.
Interpretation Guide
- Bullish Signal :
Histogram turns red (positive & increasing).
MACD (red line) crosses above Signal (blue line).
Divergence above +10% indicates extreme bullish conditions.
- Bearish Signal :
Histogram turns green (negative & increasing).
MACD (lime line) crosses below Signal (maroon line).
Divergence below -10% indicates extreme bearish conditions.
- Neutral/Reversal :
Histogram fading (teal/pink) suggests weakening momentum.
Crossings near the Zero Line may signal trend shifts.
Usage Notes
Asset Compatibility : Works best with futures/perpetual contracts where OI data is available.
Timeframe : Suitable for all timeframes, but align `fastLength`/`slowLength` with your strategy.
Data Limitations : Relies on exchange-specific OI symbols (e.g., `BTC:USDT.P_OI`). Verify data availability for your asset.
Confirmation : Pair with volume analysis or support/resistance levels for higher accuracy.
Disclaimer
This indicator is for educational purposes only. Trading decisions should not be based solely on this tool. Always validate signals with additional analysis and risk management.
