Autoregressive Covariance Oscillator by TenozenWell to be honest I don't know what to name this indicator lol. But anyway, here is my another original work! Gonna give some background of why I create this indicator, it's all pretty much a coincidence when I'm learning about time series analysis.
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Well, the formula of Auto-covariance is:
E{(X(t)-(t) * (X(t-s)-(t-s))}= Y_s
But I don't multiply both values but rather subtract them:
E{(X(t)-(t) - (X(t-s)-(t-s))}= Y_s?
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For arm_vald, the equation is as follows:
arm_vald = val_mu + mu_plus_lsm + et
val_mu --> mean of time series
mu_plus_lsm --> val_mu + LSM
et --> error term
As you can see, val_mu^2. I did this so the oscillator is much smoother.
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After I get the value, I normalize them:
aco = Y_s? / arm_vald
So by this calculation, I get something like an oscillator!
(more details in the code)
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So how to use this indicator? It's so easy! If the value is above 0, we gonna expect a bullish response, if the value is below 0, we gonna expect a bearish response; that simple. Be aware that you should wait for the price to be closed before executing a trade.
Well, try it out! So far this is the most powerful indicator that I've created, hope it's useful. Ciao.
(more updates for the indicator if needed)
Trendfollowing
Trend Oscillatorwhat is "Trend Oscillator"?
it is an indicator for determining the trend.
what it does?
analyzes the price action by reducing it to 4 different situations. Red means strong bear, orange means bearish, yellow means weak bull and green means strong bull. It was developed to help traders who trade in the direction of the trend and its biggest promise is to simplify price action.
how it does it?
He defines 4 different situations as follows. If the velocity of the price is positive and the acceleration is positive, it is a strong bull, if the velocity is positive and the acceleration is negative, it is a weak bull, if the velocity is negative and the acceleration is positive, it is a weak bear, if both velocity and acceleration are negative, it is a strong bear.
2 for strong bull
1 for the weak bull
-1 for weak bear
Creates a function that takes values of -2 for the strong bear. this function is the velocity of the principal indicator, and then the integral of this function forms the principal indicator.
how to use it?
"source" is used to change the source of the indicator,
"length" makes the indicator give a later but less signal.
you can use it to follow or analyze the trend. colors make it easy to use. learns about current or past trends by looking at colors. Like any trend indicator, it can give unsuccessful signals in a horizontal trend.
VWAP filtered MACD Bars with positive MACD histogram value and closing above VWAP are colored, long positions should be taken in areas made of those bars.
Similarly, bars with negative MACD histogram value and closing below VWAP are also colored, short positions should be taken there.
This indicator by default should be a part of your trend following trading system.
In the setting you can change colors
Above grow: positive and rising MACD histogram value
Above fall: positive and falling MACD histogram value
Below fall: negative and falling MACD histogram value
Below grow: negative and rising MACD histogram value
Fibonacci Step IndicatorThe Fibonacci Step Indicator assumes irregularity in calculating a moving average. It is measured as the mean of the previous lows and highs situated at Fibonacci past periods. For example, the mean of the lows from 2, 3, 5, 8, etc. periods ago form the Fibonacci step indicator.
The indicator uses the formula for the first twelve Fibonacci numbers on highs and lows so that it creates a moving support/resistance zone. Afterwards, the zone is stabilized by taking the highest highs of the upper indicator and the lowest lows of the lower indicator part.
The indicator is used as a trend following way. It can be compared to the Ichimoku Kinko Hyo cloud (without the future projection). The zone form a support and resistance area. During ranging periods, the market will fluctuate within the area which is a bad time to follow the trend (if any).
Trendly
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About the script:
This script is an easy-to-use trend indicator, which is based on another popular indicator called "Supertrend" . The basic idea is very simple, i.e. to compute Average True Range(ATR) and use that as the basis for trend detection. The key difference lies in a custom trend detection method, that computes trends across different timeframes and projects them in a table view. The script also tries to improve the behaviour of the existing indicator by highlighting flat regions on the chart, indicating sideways market or potential trend reversals.
How to use it:
You can use it just like any other indicator, add it to your chart and start analysing market trends. Results can be interpreted as follows.
Indicator output is currently made up of two main components:
>> Trend Table:
Appears at the bottom right of your screen
Contains trend indicator for 9 different timeframes
Timeframes can be adjusted using indicator settings panel
Green Up Arrow --> Up Trend
Red Down Arrow --> Down Trend
>> Enhanced Supertrend:
Shows up as a line plot on the chart
Green line indicates up trend
Red line indicates down trend
White regions indicates slow moving markets or a potential trend reversal
Indicator can be used on any timeframe, it provides a view of current and historical market trend
Can be used as an indicator for entering/exiting trades
Can be used to build custom trading strategies
The Ganesh TrendThe Ganesh Trend is an indicator developed by Ganesh to help Traders to identify potential trend showing candle .This indicator identifies bullish and bearish candle with some specific rules. This gives fair idea of direction of market .It is very helpful if you use it on Nifty 50 index . Candlestick developed by me is my original work . It is very helpful for new traders looking for proper entry and exit . It has stop loss and target as well . red dot shows the stop loss and green dot shows the target . taking 2-3 trades a day is good . Thank You . NSE:NIFTY
Immediate Trend - VHXIMMEDIATE TREND - VULNERABLE_HUMAN_X
This indicator is used to identify the immediate trend in the market.
When a Short Term High (STH) is engulfed and closed above, we consider that as a bullish trend.
And Similarly, when a Short Term Low (STL) is engulfed and closed below, we consider that as a bullish trend.
STH - A candle that is higher than the one candle towards it's left and one candle towards it's right.
STL - A candle that is lower than the one candle towards it's left and one candle towards it's right.
HOW TO USE:
1. Do not take trades purely based on the immediate trend showcased by the indicator. Rather, use them as confluence with your trading strategy.
2. When you are expecting price to reverse at your point of interest (Denamd/Supply zone), this indicator can help you predict the reversal by showcasing the current trend.
3. Using this indicator you can travel the trend as long as there is a change of trend predicted by this indicator.
The Godfather
This indicator uses a custom MA as well as RSI bar-flips, as a form of pivot point, to signal the direction of the trend.
The triangle markers on the chart are the RSI flipping from negative to positive, and vice versa.
The lighter shaded candles are up candles, the darker shaded candles are down candles.
Wick-off Check Moving Average [Misu]█ This Indicator shows a wick-off check pattern applied to a moving average.
This pattern appears when a candle opens below the moving average and closes above it, or when it opens above a moving average and closes below it. This causes a wick to go through the moving average: a wick-off check moving average.
█ Usages:
This indicator detects small pullbacks in a trend. This is mainly used for trading continuation strategies.
It can also be used to validate a resistance or support level .
█ Features:
> Average Wick Validation: You can validate a wick-off check pattern depending on the average wick size. This is configured with parameters "Lenght Avg Wick Validation" and "Factor Wick Validation".
> Trend Validation: A trend is taken into account when detecting a "continuation pattern". A trend is validated if X candles close above (up trend) or under (down trend) the moving average. This "X" is defined by "Length Bar - Trend Validation" parameter.
> Buy and Sell: Labels are showing wick-of check patterns but can be interpreted as a buy & sell signal.
> Multi Moving Average.
> Alerts.
█ Parameters:
Method Multi MA : The method for calculating the moving average.
Multi MA Length : The length used to calculate the moving average.
Length Bar - Trend Validation : Define the number of bar needed to validate a trend. When price is above the MA, trend is up. When price is under MA, trend is down.
Wickoff Mode : Mode used to detect Wickoff check pattern.
> continuation pattern: only shows wick-off check pattern in a confirmed trend.
> no trend in progress: only shows wick-off check pattern in a not confirmed trend.
> both: shows both.
Lenght Avg Wick Validation : Lenght used to calculate the average wick size.
Factor Wick Validation : Factor used to validate the length of a wick when a wick-off check is detected.
Trend SuggestionsThis brings together a number of variables to produce trend predictions that could be utilized as decision-making tools.
Uses the aforementioned price and volume derivatives
- A moving average and three weighted moving averages (WMA1, WMA2, WMA3)
- Super Trend Line (ST)
- Opening Range Breakout on Five Minutes, Resistance Bands Pocket pivots, support, and price volume
he Direction is determined by the High and Low Bands of WMAs and the Supertrend Line, which are used to determine the Upper and Lower Lines around the Price. When the price passes below the lower boundary of the band, a downtrend is said to have begun.
Similarly, for an uptrend, this continues until the price passes over the upper edge of the band. Teal for an uptrend and fuchsia for a downturn area shared by the band to identify the trend.
The first five minutes of the breakout lines have a tiny buffer augmentation of 11% applied to them.
Based on what has been observed, support and resistance zones have been somewhat changed from the figures that are often utilized (might work other markets as well)
The markings that may be seen are as follows:
- Blue Triangle indicates a pocket pivot with an upward bias;
- Maroon Triangle indicates a pocket pivot with a downward bias;
- Teal colored Diamonds indicate price upthrusts and potential trend confirmation locations, depending on success or failure.
- Similar backdrop color changes that look as vertical shading are also used to identify them.
- Fuchsia-colored diamonds indicate price declines and a potential trend, depending on whether it persists or fails.
- Dark green and maroon square boxes indicate potential price reversals in the support and resistance bands, respectively.
It goes without saying that this work is derived from numerous other open-source community initiatives.
Feel free to adjust anything you'd like, and we appreciate any feedback.
MACD strategy + Trailstop indicatorWelcome traveler !
Here is my first indicator I made after 3 days of hardlearning pine code (beginner in coding).
I hope it will please you, if you have any suggestion to enhance this indicator, do not hesitate to give me your thoughts in the comments section or by Private message on trading View !
How does it works ?
It's a simple MACD strategy as describe here :
Uses of EMA 200 as a trend confirmer,
For sells :
When above Zero line (MACD) and under EMA200, we go on sell (background color is red)
For buys:
When under Zero line (MACD) and above EMA 200, we go on Buy (back ground color is green)
FILTERS !
I haded one filter to reduce noise on the indicator :
Signals aren't taken if one of the 14 last candles closed on the other side of the EMA 14.
What are the green and red lines ?
The green line is equivalent of a potential stop loss as a buyer side, same for the red one on seller side !
To make the space with the price bigger, please use "ATR multiplier" in the input options of the indicator while on your chart !
Is it timeframe specific ?
Hell no it is not timeframe specific ! You can try to use it on every timeframe !
As usual, I like to remind you that the best way to test an indicator is to go backtest it or to paper trade before using it on real market conditions !
If you find an idea of filter for a specific timeframe, do not hesitate to contact me ! I'll try to do my best to enhance this indicator as the time goes !
Is there repainting ?
There is no repainting on confirmation !
There's only a movement that I don't know how to ignore on the current open candle for the trail stop indicator I built, it should not be a problem if you place alerts to automatise your trading on the close of the candle, and not the high or low !
If you know how to resolve this problem with my code, I would be glad to get your tips to enhance the script ! :)
Example of the indicator in market (backtest, as said, no repaint on confirmation) :
ATR Trend FollowingThe script filters stocks on the basis of ATR. If the stock has moved above 7 times the ATR from the lows, the system generates buy signal and continues till the stock drops by 2 ATR. It is a good system in trending markets however in sideways consolidating markets, the system must be avoided. In trending markets it can generate good returns with significant Risk to Reward Ratio. Use it in confirmation with other trend depicting indicators is expected to generate better results.
6 Multi-Timeframe Supertrend with Heikin Ashi as Source
This is a multiple multi-timeframe version of famous supertrernd only with Heikin Ashi as source. Atr which stands in the heart of supertrend is calculated based on heikin-ashi bars which omits a great deal of noises.
with 6 multiplication of the supertrend, its simply much easier to spot trend direction or use it as trailing stop with several levels available.
this is a great tool to assess and manage your risk and calculate your position volume if you use the heikin ashi supertrend as your stoploss.
SuperTrend Support & Resistance(My goal creating this indicator) : Provide a way to categorize and label key structures on multiple time frames so I can create a plan based on those observable facts.
The Underlying Concept / What is Momentum?
The Momentum shown is derived from a Mathematical Formula, SUPERTREND. When price closes above Supertrend Its bullish Momentum when its below Supertrend its Bearish Momentum. On the first bar bearish momentum is detected a resistance Level is made at the highest point of the previous bullish condition. On the first bar bullish momentum is detected a support Level is made at the lowest point of the previous bearish condition. As I become a better analyst I will find better techniques and this source code may become open-source, but as of now it remains protected. This indicator scans for bullish & bearish Momentum on the Timeframes selected by the user and when there is a shift in momentum on any of those time frames (price closes below or above SUPERTREND ) it notifies the trader with a Supply or Demand level with a unique color and Size to signify the severity of said level.
What is Severity?
Severity is How we differentiate the importance of different Highs and Lows. If Momentum is detected on a higher timeframe the Supply or Demand Level is updated. The Color and Size representing that higher timeframe will be shown. Demand and Supply Levels made by higher Timeframes are more SEVERE then a demand level made by a lower Timeframe.
Technical Inputs
- If you want to optimize the rate of signals to better fit your trading plan you would change the Factor input and ATR Length input. Increase factor and ATR Length to decrease the frequency of signals and decrease the Factor and ATR Length to increase the frequency of signals.
- to ensure the correct calculation of Support and Resistance levels change BAR_INDEX. BAR_INDEX creates a buffer at the start of the chart. For example: If you set BAR_INDEX to 300. The script will wait for 300 bars to elapse on the current chart before running. This allows the script more time to gather data. Which is needed in order for our dynamic lookback length to never return an error(Dynamic lookback length cant be negative or zero). The lower the timeframe the greater the amount of bars need. For Example if I open up a 30 sec chart I would enter 5000 as my BAR_INDEX since that will provide enough data to ensure the correct calculation of Support and Resistance levels.
Time Frame Inputs
- The indicator has 3 Time Frame Displays where you can choose how SEVERE You want the Supply and Demand Levels. For Example: 1min, 3min, 5min, 15 min Levels, 60 min levels Weekly Levels, etc.....The higher the Timeframe Selected the more SEVERE the Level.
- Use the Amount of time Frames input to increase or limit the amount of time frames that will be displayed onto the chart.
Display Inputs
- The toggle (Trend or Basic) option Lets the trend determine the colors of the Support and Resistance Levels or Basic where the color is strictly based on if its a high or a low ( Trend = HH,HL,LL,LH)
- Toggle options (Close) and (High & Low) creates Support and Resistance Levels using the Lowest close and Highest close or using the Lowest low and Highest high.
Toggle on both or toggle off both in order to use both these values when determining the trend of your chart. For Example this would mean (Price has to close higher then the highest high. Not only make a higher high or a
higher close) and the inverse (Price has to close lower then the lowest low. Not only make a lower low or a lower close)
How Trend Is being Determined ?
(Previous Supply Level > Current Supply Level ) if this statement is true then its s LH so the trend is bearish if this statement is false then its a HH so the trend is bullish
(Previous Demand Level > Current Demand Level ) if this statement is true then its a LL so the trend is bearish if this statement is false then its a HL so the trend is bullish
(Close > Current Supply Level ) if this statement is true technically price made a HH so the trend is bullish
(Close < Current Demand Level ) if this statement is true technically price made a LL so the trend is bearish
- Fully customize how you display and label Market Structure in specific timeframes. Line Length, Line Width, Line Style, Label Distance, Label Size, Label Background Size, and Background Color can all be customized.
- Lastly Is the Trend Chart. To Easily verify the current trend of any timeframes displayed by this indicator toggle on Chart On/Off . You also get the option to change the Chart Position and the size of the Trend Chart
*****The Current charts timeframe has to lower then a month to ensure correct calculation of Supply and Demand Levels*****
How it can be used ?
(Examples of Different ways you can use this indicator) : Easily categorize the severity of each and every Supply or Demand Level in the market (The higher the time frame the stronger the level)
: Quickly Determine the trend of any Timeframe
: Get a consistent view of a market and how different time frames are behaving but just use one chart.
: Take the discretion from hand drawing support and resistance lines out of your trading
: Find and categorize strong levels for potential breakouts
: Trend Analysis, Use multiple time frames to create a narrative based on observable facts from these time frames
: Different Targets to take money off the table
: Use labels to differentiate between different trend line setups
: Find Great places to move your stop loss too.
SuperTrend Momentum Chart(My goal creating this indicator) : Provide a quick way to check the current momentum of multiple timeframes. The Smart Momentum Chart was intended to be a live trading tool that should be used when a trader has already defined his edge and no longer needs the past Momentum data.
The Underlying Concept
What is Momentum ?
The Momentum shown is derived from a Mathematical Formula SUPERTREND , when price is above SUPERTREND its bullish Momentum and when its below SUPERTREND its Bearish Momentum. This indicator scans for candle closes on the timeframes you've selected and when there is a shift in momentum it notifies the trader with a color change and an alert if one was set up.
Technical inputs
- If you want to optimize the rate of signals to better fit your trading plan you would change the Factor input and ATR Length input. Increase factor and ATR Length to decrease the frequency of signals and decrease the Factor and ATR Length to increase the frequency of signals.
Quick TIP! : You can Sync all VFX SuperTrend Indicators together! All VFX SuperTrend indicators display unique information but its all derived from that same Momentum Formula. Keep the Factor input and ATR Length the same on other VFX SuperTrend indicators to have them operating on the same data.
Time Frame Inputs
- Your able to fill the chart with up to 8 timeframes
- If You don't need all 8 you can limit the amount to display by changing the "Time Frame Amount"
Display Inputs
- You can change the size of the chart and the color of the text
- You can toggle ON if you want to be signaled when a momentum switch occurs ( bullish to bearish or bearish to bullish )
- Your able to pick the Bullish and Bearish Colors of the Momentum switch
How it can be used ?
- Easily check the momentum of other Timeframes and use that information as a variable in your trading plan.
- quickly glance and know the momentum of any time frame before you enter any trade
- always know the momentum of the higher time frames
- Eliminate the need to switch from current chart
- Get an abundance of information in one location
- Have clear variables to structure your trades around
5MSM MAHESH 15It´s just the histogram of the MACD . (Actually it´s not a histogram, I like the Area visualisation more. But you can switch.)
5min stock market property
When I´m using the MACD , I´m just searching for a divergence between Price and the MACD-histogram. I´m not interested in the MACD-signalline or the MACD-line in any way. As you can see, The omission of them leads to better visualisation. It´s much easier to spot a divergence. On the one hand because that way the histogram scales bigger, on the other hand becauce the lines can´t overdraw the histogram.
Rules bullish Divergence: Price makes a lower low, oscillator makes higher low.
Rules bearish Divergence: Price makes a higher high, oscillator makes lower high.
Constantly Applied Pressure Index (CAP index)BINANCE:ETHUSDT
The CAP index is my own homebrew trend indicator made to help traders see the slightly bigger picture, because we all know that as traders we can tend to hyper-focus in on a few candles and end up making a stupid trade because of it, or is it just me ? On a more serious note this indicator helps you find the short term trend by looking at bullish and bearish candles comparing their sizes, volumes and predominance.
The indicator has many technical settings for you to play around with but on the defaults it will render in a few colors which I will explain. Gray means no trend or that the current trend has died, bright green or red mean that a trend has formed, is playing out or that there is a good change a strong trend is about to form. Obviously green means bullish and red means bearish. Finally darker green and red mean a weak or weakening trend, this serves as a warning if you are about to take a trade in the trend direction.
The way I recommend using the indicator is the same way many trend indicators are used, as a filter to either a different indicator creating trading signals or to your own strategy's signals. I would add an illustration here that I prepared but I cannot because of tradingview's reputation rules
Blockchain Fundamentals: 200 Week MA Heatmap [CR]Blockchain Fundamentals: 200 Week MA Heatmap
This is released as a thank you to all my followers who pushed me over the 600 follower mark on twitter. Thanks to all you Kingz and Queenz out there who made it happen. <3
Indicator Overview
In each of its major market cycles, Bitcoin's price historically bottoms out around the 200 week moving average.
This indicator uses a color heatmap based on the % increases of that 200 week moving average. Depending on the rolling cumulative 4 week percent delta of the 200 week moving average, a color is assigned to the price chart. This method clearly highlights the market cycles of bitcoin and can be extremely helpful to use in your forecasts.
How It Can Be Used
The long term Bitcoin investor can monitor the monthly color changes. Historically, when we see orange and red dots assigned to the price chart, this has been a good time to sell Bitcoin as the market overheats. Periods where the price dots are purple and close to the 200 week MA have historically been good times to buy.
Bitcoin Price Prediction Using This Tool
If you are looking to predict the price of Bitcoin or forecast where it may go in the future, the 200WMA heatmap can be a useful tool as it shows on a historical basis whether the current price is overextending (red dots) and may need to cool down. It can also show when Bitcoin price may be good value on a historical basis. This can be when the dots on the chart are purple or blue.
Over more than ten years, $BTC has spent very little time below the 200 week moving average which is also worth noting when thinking about price predictions for Bitcoin or a Bitcoin price forecast.
Notes
1.) If you do not want to view the legend do the following: Indicator options > Style tab > Uncheck "Tables"
2.) I use my custom function to get around the limited historical data for bitcoin. You can check out the explanation of it here:
Autocorrelative Power Oscillator (APO) [SpiritualHealer117]This indicator is very strong in identifying short-term trends, and was made for trading stocks and commodities. When it is green, it indicates an uptrend, and red indicates a downtrend. The transparency of the columns illustrates the strength of the trend, with transparent columns indicating weakness, while solid columns indicate strength.
Basic Explanation of the Indicator
This indicator calculates an asset's Pearson's R coefficient when compared with several different lags of the stock's price. After that, the oscillator checks whether the indicator is in the green or red compared to those correlations, and takes the sum of the correlative periods to predict which direction the market should go based on the relationship of the current price with its past correlations.
MACD frontSide backSide + TTM Squeeze by bangkokskaterDark Mode is enabled by default for black theme
disable Dark Mode for white theme
MACD frontSide backSide
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an elegant, much better way to use MACD
for trend following momentum ( aka momo) style
MACD with default settings of 12/26 smoothing of 9
✔️ but without histogram
✔️ only has MACD and signal "lines"
green = frontSide momentum impulse
take longs only
red = backSide momentum impulse
take shorts only
black area = exit (once green or red is no longer showing)
or keep holding till next bigger TP
PS: credits to Warrior Trading Ross Cameron for this idea
youtu.be
TTM Squeeze
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white dots = incoming pump / dump (monitor for entry)
PS: credits to John Carter's TTM Squeeze & Greeny for PineScript adaptation
SKYtrend Bruteforce Open Source✨SKYtrend Bruteforce Now Open Source✨
📌This indicator analyzes the trend and calls Long/Short which is fully custom to fit your style of trading.
📌Custom Take Profit Levels currently have 3 TP levels for Long and Short you can decide which % each TP will be in settings.
📌2 Custom Stoploss levels. For Long or Short. Can Enable or Disable either.
📌Can set alert For Long, Short , TP Long 1-3, TP Short 1-3, SL 1-2
📌Has built in ichimoku cloud
If you like it, like it. :)
Trend Friendly RSITrend Friendly RSI
Unlike the standard RSI, "Trend Friendly RSI" adapts to the trend. RSI and other momentum-based oscillators cannot give a buy signal in uptrends and a sell signal in downtrends because they do not take into account the momentum of the trend and behave as if the price is in a constant sideways trend. "Trend Friendly RSI", on the other hand, takes into account the momentum of the trend of your chosen length and subtracts it from the current momentum, thus giving more realistic buy and sell signals.
use it to identify your long-term investments and trading entry points for hodl. It would be wise to use this indicator for assets that you have done fundamental analysis and are sure of the trend direction. it doesn't know what the price will do, it just shows the points that are suitable for you.
remember this indicator will fail in horizontal trends.
Directional BiasA Directional Bias to stop me trading against the trend
Utilising EMA'S - I personally view on the 15M TF but it can be set on any
40/50/60 15Minute STF
and 13/35/50 - 30M 1H and 4H HTF
Mixing them together in direction and location to each other Gives a 6 colour system for keeping away from trading against trend
Dark Red Both Align - Sells Only do not take Buy Trades
Medium Red HTF and Dark Red Mix - Sells Only do not take Buy Trades
Light Red STF - if in a mix with Blanks and greens - Trade Both Directions - if 8 hours of solid Light Red ? Darker Red - do not take Buy Trades - Sells Only
Orange - Trading Both ways - No Directional Bias
Dark Green Both Align - Buys Only do not take Sell Trades
Medium Green HTF and Dark Green Mix - Buys Only do not take Sell Trades
Light Red STF - if in a mix with Blanks and greens - Trade Both Directions - if 8 hours of solid Light Green ? Darker Green - do not take Sell Trades - Buys Only
Alert Setting for Change of Direction included
I find this useful - to at least give me a pause for thought when I am about to trade against the trend - I hope you do to
