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:
在腳本中搜尋"科创板医药板块股票技术指标分析（MACD、成交量、支撑位压力位）"
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.
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 :)
Momentum-Reversal System Signals Pro
Momentum-Reversal System Signals Pro
Overview
A sophisticated signaling system designed to identify high-probability trend-following entries after a price pullback. This indicator is optimized for index futures like the S&P 500 (ES/SPX) on a 5-minute timeframe .
It performs best during periods of established trends and lower volatility. To aid in this, the indicator includes a customizable "No-Trade Zone" highlighter, which is pre-set to the often volatile 8:30 AM - 11:30 AM EST market open. While the default settings are robust and effective in most conditions, the indicator is fully customizable to suit your specific trading style.
How It Works
The core logic is based on a three-step process to filter for high-quality setups:
Trend Confirmation: The script first establishes the overall market direction using an EMA on a higher timeframe (15-minute by default). This ensures you are only looking for trades that align with the dominant trend.
Pullback Detection: Once the trend is confirmed, the script waits for the price to pull back to a dynamic area of value on the main chart (5-minute by default). This "pullback zone" is defined by the 5m EMA and an ATR-based channel around it, which adapts to current market volatility.
Momentum Entry: After a valid pullback occurs, the script waits for a clear sign that momentum is returning in the direction of the primary trend. This is confirmed by a combination of a MACD crossover and a strong RSI reading, signaling that the pullback has likely ended and the trend is ready to resume.
Advanced Quality Filters
What makes this indicator powerful is its multi-layered filtering system designed to weed out low-probability signals and avoid choppy market conditions.
Trend Strength: It doesn't just check the trend direction; it measures the slope of the 15m EMA to ensure the trend has sufficient strength. This is a key filter for avoiding flat, sideways markets.
Momentum Confirmation: An RSI "Dead Zone" around the 50-level ensures that the RSI shows decisive momentum before a signal is generated.
Signal Cooldown: A built-in timer ( Min Bars Between Signals ) prevents the same signal from firing repeatedly in a short period, reducing noise and over-trading.
RSI Volatility: The script checks that the RSI itself is not flat, which is often a sign of market indecision and a precursor to chop.
Pullback Quality: An optional filter ensures that by the time the signal fires, the price has already moved back to the "correct" side of the 5m EMA, confirming the reversal's strength.
Volatility Filter: A crucial risk management filter that blocks signals on abnormally large, high-risk "gasoline" bars that could lead to immediate stops.
How To Use
For Long Signals (Green 'Long' Tag):
Look for the 15m EMA to be green and trending upwards.
Wait for price to pull back towards the orange 5m EMA.
A "Long" signal appears when momentum indicators confirm a reversal back in the direction of the trend.
For Short Signals (Red 'Short' Tag):
Look for the 15m EMA to be red and trending downwards.
Wait for price to pull back towards the orange 5m EMA.
A "Short" signal appears when momentum indicators confirm a reversal back in the direction of the trend.
This tool provides high-probability signals, not guarantees. It is designed to be a core component of a complete trading plan. Always use proper risk management and confluence from your own analysis.
Fine-Tuning & Customization
All settings are fully adjustable in the script's "Inputs" tab to match your risk tolerance and market conditions.
Timeframe & EMA Settings: Adjust the core moving averages that define the trend and pullback zones.
Pullback Settings: Define what constitutes a valid pullback by adjusting the lookback period and the size of the ATR-based "near" zone.
Quality Filters: This is the most important section for tailoring the script's strictness. Increase the EMA Slope, RSI Dead Zone, or Signal Cooldown to receive fewer but potentially higher-quality signals.
Advanced Filters: Enable or disable the Pullback Quality and Volatility filters for an extra layer of confirmation or risk management.
No-Trade Zone Highlighter: Adjust the session and timezone to highlight periods you wish to avoid, such as news events or low-liquidity hours.
Happy trading, and please use this tool responsibly.
Reverse Moving Average Convergence Divergence [CC]The Reverse Macd was created by Johnny Dough (Stocks and Commodities Jan 2012) and this is another indicator in my ongoing series to find those hidden gems. This indicator works in a few very powerful ways. For example the blue line shows you what the current price would be if the macd was at the macd level that you choose. I set the default to 0 but feel free to change it if you want. This will give you short to medium term info by telling you if it is an uptrend when the price is above the blue line or vice versa. It also creates the reverse macd line and it's signal line by using information from the previous day to decompile the macd and show you the price that it would be at if the macd was at that level. It turns this into a new moving average that closely tracks price movements and with the two competing signals, gives you more than enough info to find the perfect entry and exit points. Like always I have included strong buy and sell signals in addition to normal ones so darker colors are strong signals and lighter colors are normal signals. Buy when the line is green and sell when it is red.
Let me know if there are any other scripts you would like to see me publish!
Moving Average Convergence Divergence On Alter OBVOBV:
The OBV is perfect indicator to understand the strength of the particular stock. As the strength increase, the trend of the stock goes high along with price. But, the OBV is considered only with close of previous close which is to make sure the double confirmation on the price to accumulate the volume.
Altered OBV:
So, here is the altered OBV, which basically consider the close of previous close and also buying interested of the day when close is higher than open.
MACD:
I always admire the magic of MACD with pre-defined timeframe. Now, this MACD applied on top of altered OBV to signal us the moving of the ticker strength.
I hope the another MACDAltOBV would help on your swing trading strategy.
Happy Investing.
MACD_TRIGGER_CROSS_TRIANGLEMACD Triangle Trigger Indicator by thebearfib
Overview
The MACD Cross Triangle Indicator is a powerful tool for traders who rely on the MACD's signal line crossovers to make informed trading decisions. This indicator enhances the traditional MACD by allowing users to customize triggers for bullish and bearish signals and by displaying these signals directly on the chart with visually distinctive labels.
Features
Customizable Color Scheme: Choose distinct colors for bullish and bearish signals to fit your chart's theme or your personal preference.
Flexible Trigger Conditions: Select from a variety of trigger conditions based on MACD and signal line behaviors over a specified number of bars back.
Visual Signal Indicators: Bullish and bearish signals are marked with upward and downward triangles, making it easy to spot potential entry or exit points.
Detailed Trigger Descriptions: A comprehensive table lists all available triggers and their descriptions, aiding in selection and understanding of each trigger's mechanism.
Configuration Options
Bullish and Bearish Colors: Customize the color of the labels for bullish (upward) and bearish (downward) signals.
Trend Lookback Period: Choose how far back (in bars) the indicator should look to determine the trend, affecting the calculation of certain triggers.
Trigger Selection for Bullish and Bearish Signals: Pick specific triggers for both bullish and bearish conditions from a list of 10 different criteria, ranging from MACD crossovers to historical comparisons of MACD, signal line, and histogram values.
Label Size and Font Settings: Adjust the size of the signal labels on the chart and the font size of the trigger descriptions table to ensure readability and fit with your chart layout.
Trigger Descriptions Table Position and Color: Customize the position and color of the trigger descriptions table to match your chart's aesthetic and layout preferences.
Trigger Mechanisms
Trigger 1 to 10: Each trigger corresponds to a specific condition involving the MACD line, signal line, and histogram. These include crossovers, directional changes compared to previous bars, and comparisons of current values to historical values.
Usage
1. Select Trigger Conditions: Choose the desired triggers for bullish and bearish signals based on your trading strategy.
2. Customize Visuals: Set your preferred colors for the bullish and bearish labels, adjust label and font sizes, and configure the trigger descriptions table.
3. Analyze Signals: Watch for the upward (bullish) and downward (bearish) triangles to identify potential trading opportunities based on MACD crossover signals.
Conclusion
The MACD Cross Triangle Indicator offers a customizable and visually intuitive way to leverage MACD crossover signals for trading. With its flexible settings and clear signal indicators, traders can tailor the indicator to fit their strategy and improve their decision-making process on TradingView.
MACD ReLoaded STRATEGYSTRATEGY version of MACD ReLOADED Indicator:
A different approach to Gerald Appel's classical Moving Average Convergence Divergence.
Appel originaly set MACD with exponential moving averages.
In this version users can apply 11 different types of moving averages which they can benefit from their smoothness and vice versa sharpnesses...
Built in Moving Average type defaultly set as VAR but users can choose from 11 different Moving Average types like:
SMA : Simple Moving Average
EMA : Exponential Moving Average
WMA : Weighted Moving Average
DEMA : Double Exponential Moving Average
TMA : Triangular Moving Average
VAR : Variable Index Dynamic Moving Average a.k.a. VIDYA
WWMA : Welles Wilder's Moving Average
ZLEMA : Zero Lag Exponential Moving Average
TSF : True Strength Force
HULL : Hull Moving Average
TILL : Tillson T3 Moving Average
In shorter time frames backtest results shows us TILL, WWMA, VIDYA (VAR) could be used to overcome whipsaws because they have less numbers of signals.
In longer time frames like daily charts WMA, Volume Weighted MACD V2, and MACDAS and SMA are more accurate according to backtest results.
My interpretation of Buff Dormeier's Volume Weighted MACD V2:
Thomas Aspray's MACD: (MACDAS)
