Moving Averages By MoneyTribe21This indicator provides 3 Smoothed Moving Averages;
* 21 Day
* 50 Day
* 200 Day
You can also adjust the visual settings to your preferences:
This script is provided by www,moneytribe21.com
all rights reserved © Justin Harrison
อินดิเคเตอร์และกลยุทธ์
Opening Lines (M15, H1 & H4) with Wickless Candle DetectorTailored for day traders, this technical analysis indicator serves as a multi-timeframe opening price visualization tool, displaying real-time and historical opening price levels across three distinct time intervals to enhance pattern identification and strategic decision-making. Additionally, the tool incorporates a ‘Wickless Candle Detector’ feature, which annotates candles that open without upper or lower wicks. Empirical observations suggest these wickless candles often act as future price magnets, particularly in index futures such as the Nasdaq and S&P500, making them critical reference points for market analysis.
Key Features:
1) Multi-Timeframe Opening Price Visualization:
◦ Plots horizontal reference lines for opening prices across:
✓ 15-minute (M15)
✓ 1-hour (H1)
✓ 4-hour (H4) timeframes
◦ Lines dynamically extend throughout their respective periods or can be configured to a fixed bar offset
2) Wickless Candle Detection:
◦ Automatically marks wickless candles with a discrete symbol at their opening price level
◦ Symbols are removed upon either:
✓ Price breaching the opening level by ≥1 tick
✓ A 24-hour expiration period (whichever occurs first)
3) Customization and Flexibility:
◦ Toggle visibility for individual timeframes, historical opening lines, and the Wickless Candle Detector
◦ Full customization of visual elements (colors, line styles, symbols) to align with user preferences or trading platform themes
Liquidity Market Seeking SwiftEdgeThis indicator is designed to identify potential liquidity levels on the chart by detecting swing highs and lows, which are often areas where stop-loss orders or significant orders accumulate. It visualizes these levels with horizontal lines and labels on the right side of the chart, color-coded based on volume to help traders understand where the market might seek liquidity.
How It Works
Swing Highs and Lows: The indicator uses the ta.pivothigh and ta.pivotlow functions to identify significant swing points over a user-defined lookback period (Swing Length). These points are considered potential liquidity levels where stop-loss orders might be placed.
Volume Analysis: The indicator compares the volume at each swing point to the average volume over a specified period (Volume Average Length). Levels with above-average volume are colored red, indicating higher liquidity, while levels with below-average volume are colored green.
Liquidity Visualization: Horizontal dashed lines are drawn at each identified level, extending across the chart. Labels on the right side display the estimated liquidity amount (simulated based on volume and a multiplier, Volume Multiplier for Liquidity).
Sell Signal: A "SELL NOW" label appears when the price approaches a liquidity level after an uptrend (detected using a simple moving average crossover). This suggests a potential reversal as the market may target liquidity at that level.
Strategy Concept: Market Seeking Liquidity
The indicator is based on the concept that markets often move toward areas of high liquidity, such as clusters of stop-loss orders or significant order accumulations. These liquidity pools are typically found around swing highs and lows, where traders place their stop-losses or large orders. By identifying these levels and highlighting those with higher volume (red lines), the indicator aims to show where the market might move to "grab" this liquidity. For example, after an uptrend, the market may reverse at a swing high to take out stop-losses above that level, providing liquidity for larger players to enter or exit positions.
Settings
Swing Length: The number of bars to look back for detecting swing highs and lows. Default is 20.
Liquidity Threshold: The price threshold for merging nearby levels to avoid duplicates. Default is 0.001.
Volume Average Length: The period for calculating the average volume to compare against. Default is 20.
Volume Multiplier for Liquidity: A multiplier to scale the volume into a simulated liquidity amount (displayed as "K"). Default is 1000.
Usage Notes
Use this indicator on any timeframe, though it may be more effective on higher timeframes (e.g., 1H, 4H) where swing points are more significant.
Red lines indicate levels with higher volume, suggesting stronger liquidity pools that the market might target.
Green lines indicate levels with lower volume, which may be less significant.
The "SELL NOW" signal is a basic example of how to use liquidity levels for trading decisions. It appears when the price approaches a liquidity level after an uptrend, but it should be used in conjunction with other analysis.
Adjust the Volume Multiplier for Liquidity to scale the displayed liquidity amounts based on your instrument (e.g., forex pairs may need a higher multiplier than indices).
Gold Reversal with S/R Enhancedscript that identifies support and resistance and candlestick patterns to predict reversals
MACD Sniper [trade_lexx]📈 MACD Sniper — Improve your trading strategy with accurate signals!
Introducing the MACD Sniper , an advanced trading indicator designed for a comprehensive analysis of market conditions. This indicator combines MACD (Moving Average Convergence Divergence) with various types of moving averages (SMA, EMA, WMA, VWMA, KAMA, HMA, ZLEMA, TEMA, ALMA, DEMA), providing traders with a powerful tool for generating buy and sell signals. It is ideal for traders who need an advantage in detecting changes in trends and market conditions.
🔍 How the signals work
1. Histogram signals:
— A buy signal is generated when the MACD histogram is below zero and begins to grow after the minimum number of falling histogram columns, which are indicated in the indicator menu. This indicates that selling pressure has decreased, the market is oversold and ready for a rebound. The signals are displayed as green triangles labeled "H" under the histogram graph. On the main chart, buy signals are displayed as green triangles labeled "Buy" under candlesticks.
— A sell signal is generated when the MACD histogram is above zero and begins to fall after the minimum number of growing histogram columns, which are indicated in the indicator menu. This indicates that the buying pressure has decreased, the market is overbought and ready for correction. The signals are displayed as red triangles labeled "H" above the histogram graph. On the main chart, the sell signals are displayed as red triangles with the word "Sell" above the candlesticks.
2. Moving Average Crossing Signals (MA):
— A buy signal is generated when the Fast Moving Average (MACD) crosses the Slow Moving Average (Signal Line) from bottom to top. This indicates a possible upward reversal of the market. The signals are displayed as green triangles labeled "MA" under the MACD chart. On the main chart, buy signals are displayed as green triangles labeled "Buy" under candlesticks.
— A sell signal is generated when the Fast Moving Average (MACD) crosses the slow Moving Average (Signal Line) from top to bottom. This indicates a possible downward reversal of the market. The signals are displayed as red triangles labeled "MA" above the MACD chart. On the main chart, the sell signals are displayed as red triangles with the word "Sell" above the candlesticks.
🔧 Signal filtering
— Minimum number of bars between signals
This filter allows the user to set the minimum number of bars that must pass between the generation of two consecutive signals. This helps to avoid frequent false alarms and improves the quality of the generated signals. Setting this parameter allows you to filter out the noise in the market and make the signals more reliable. For example, if the value is set to 5, then a new signal will be generated only after 5 bars have passed since the previous signal.
— "Wait for the opposite signal" mode
In this mode, Buy and Sell signals are generated only after receiving the opposite signal. This means that a buy signal will be generated only after the previous sell signal, and vice versa. This approach adds an additional level of filtering and helps to avoid false positives. This is especially useful in conditions of high market volatility, when false signals often occur.
— RSI filter
The Relative Strength Index (RSI) is used for additional filtering of buy and sell signals. The RSI helps determine whether a market is overbought or oversold. The user can set overbought and oversold levels, and signals will be generated only when the RSI is in the specified ranges. For example, a buy signal will be generated only if the RSI is in the range between 10 and 30 (oversold), and a sell signal if the RSI is in the range between 70 and 90 (overbought). This helps to avoid false signals in extreme market conditions.
🔌 Connector Histogram, MA, Combined 🔌
These parameters allow you to connect the indicator to trading strategies and test the signals throughout the trading history. This makes the indicator an even more powerful tool for traders who want to test the effectiveness of their strategies on historical data.
Connector Histogram provides the ability to connect signals based on the MACD histogram to trading strategies.
Connector MA allows you to connect signals based on the intersection of moving averages (MA) of the MACD, which can also be used for automatic trading or strategy testing.
The combined connector combines signals based on both a histogram and the intersection of moving averages, making the analysis more comprehensive and reliable, which is especially useful for traders seeking to improve the quality of their trading decisions.
🔔 Alerts
The indicator provides the ability to set up notifications for buy and sell signals, which allows traders to keep abreast of important market events without having to constantly monitor the chart. Users can set up notifications that will alert them when buy or sell signals appear, helping them respond to market changes in a timely manner and make informed decisions. These notifications can be configured for various types of signals, such as signals based on the MACD histogram, moving average crossings, or all at once, which makes the indicator a more convenient and functional tool for active traders.
🎨 Customizable Appearance
Customize the appearance of the MACD Sniper according to your preferences to make the analysis more convenient and visually pleasing. In the indicator settings section, you can change the colors of the buy and sell signals so that they stand out on the chart and are easily visible. For example, buy signals can be green, and sell signals can be red. These settings allow traders to adapt the indicator to their individual needs, making it more flexible and user-friendly.
🔧 How it works
The MACD Sniper indicator starts by calculating the MACD values and moving averages for a specific period in order to assess market conditions. For this, fast and slow moving averages are used, as well as a signal line, which are calculated based on the set parameters. The indicator then analyzes the MACD histogram to determine whether the difference between the fast and slow moving averages is rising or falling. Based on this analysis, buy and sell signals are generated. Additionally, the indicator uses the RSI filter to filter out false signals in overbought or oversold market conditions. The user can set the minimum number of bars between the signals and the "Wait for the opposite signal" mode for additional filtering. The indicator dynamically adjusts to changes in the market, providing relevant signals in real time.
📚 Quick guide to using the MACD Sniper
— Add the indicator to your favorites by clicking on the rocket icon. Adjust the parameters such as the length of periods for fast and slow moving averages, the type of moving average (SMA, EMA, WMA, VWMA, KAMA, HMA, ZLEMA, TEMA, ALMA, DEMA) and the length of the signal line, according to your trading style, or leave all settings as default.
— Adjust the signal filters to improve their quality and avoid false alarms
— Turn on notifications so that you don't miss important trading opportunities and don't constantly sit at the chart. This will allow you to keep abreast of all key market events and respond to them in a timely manner, without being distracted from other business.
— Use signals, they will help you determine the optimal entry and exit points of positions.
— Use the Connector for deeper analysis and verification of the effectiveness of signals, connect them to your trading strategies. This will allow you to test signals throughout your trading history and evaluate their accuracy based on historical data.
— Include the indicator in your trading strategy and run testing to see how buy and sell signals have worked in the past.
— Analyze the test results to determine how reliable the signals are and how they can improve your trading strategy. This will help you make more informed decisions and increase your trading efficiency.
SMA Trend Filter Oscillator (Adaptive)The "SMA Trend Filter Oscillator (Adaptive)" indicator is a technical analysis tool that helps traders determine the direction and strength of a trend based on an adaptive Simple Moving Average (SMA). The oscillator calculates the difference between the closing price and the SMA value, allowing for the visualization of price deviation from the average and the assessment of current market dynamics.
Key Features of the Indicator:
Adaptation to Time Frame: The indicator automatically adjusts the SMA length based on the current time frame, making it versatile for use across different time intervals. For example:
Monthly Time Frame: SMA with a length of 50.
Weekly Time Frame: SMA with a length of 40.
Daily Time Frame: SMA with a length of 20.
Hourly Time Frame: SMA with a length of 10.
Intraday Time Frames: SMA with a length of 5 (for time frames up to 15 minutes) or 7 (for others).
SMA-Based Oscillator: The oscillator is calculated as the difference between the closing price and the SMA value. This allows:
Bullish Trend Identification: When the oscillator is above zero (price is above SMA).
Bearish Trend Identification: When the oscillator is below zero (price is below SMA).
Visualization: The oscillator is displayed as a histogram, where:
Green Color indicates a bullish trend.
Red Color indicates a bearish trend.
The Zero Line (Gray) serves as a reference for trend reversal.
How to Use the Indicator:
Trend Identification: If the oscillator is above zero and colored green, it signals a bullish trend. If it is below zero and colored red, it indicates a bearish trend.
Trend Strength: The larger the oscillator value (in either direction), the stronger the trend. Small oscillator values (close to zero) may indicate sideways movement or weak trend.
Entry and Exit Points:
Buy: When the oscillator crosses the zero line from below to above (transition from red to green).
Sell: When the oscillator crosses the zero line from above to below (transition from green to red).
Signal Filtering: Use the indicator in combination with other technical analysis tools (e.g., RSI, MACD, or support/resistance levels) to confirm signals.
Advantages of the Indicator:
Adaptability: Automatic adjustment of SMA length to the current time frame makes it versatile.
Simplicity: Intuitive histogram visualization allows for quick assessment of market conditions.
Flexibility: Can be used on any market (stocks, forex, cryptocurrencies) and time frame.
Limitations:
Lag: Like any SMA-based indicator, it can lag due to the use of average values.
False Signals: In sideways markets (flat), the indicator may generate false signals.
Risk Management:
Always set stop-losses and take-profits to minimize losses.
Test the indicator on historical data before using it on a live account.
The "SMA Trend Filter Oscillator (Adaptive)" is a powerful tool for traders seeking to quickly evaluate trends and their strength. Its adaptability and simplicity make it suitable for both novice and experienced traders.
Индикатор "SMA Trend Filter Oscillator (Adaptive)" — это инструмент технического анализа, который помогает трейдерам определять направление тренда и его силу на основе адаптивной скользящей средней (SMA). Осциллятор рассчитывает разницу между ценой закрытия и значением SMA, что позволяет визуализировать отклонение цены от среднего значения и оценивать текущую рыночную динамику.
Основные особенности индикатора:
Адаптация к таймфрейму
Индикатор автоматически подстраивает длину SMA в зависимости от текущего таймфрейма, что делает его универсальным для использования на различных временных интервалах. Например:
Месячный таймфрейм (Monthly): SMA с длиной 50.
Недельный таймфрейм (Weekly): SMA с длиной 40.
Дневной таймфрейм (Daily): SMA с длиной 20.
Часовой таймфрейм (Hourly): SMA с длиной 10.
Внутридневные таймфреймы (Intraday): SMA с длиной 5 (для таймфреймов до 15 минут) или 7 (для остальных).
Осциллятор на основе SMA
Осциллятор рассчитывается как разница между ценой закрытия и значением SMA. Это позволяет:
Определять бычий тренд, когда осциллятор выше нуля (цена выше SMA).
Определять медвежий тренд, когда осциллятор ниже нуля (цена ниже SMA).
Визуализация
Осциллятор отображается в виде гистограммы, где:
Зелёный цвет указывает на бычий тренд.
Красный цвет указывает на медвежий тренд.
Линия нуля (серая) служит ориентиром для определения смены тренда.
Как использовать индикатор:
Определение тренда
Если осциллятор находится выше нуля и окрашен в зелёный цвет, это сигнализирует о бычьем тренде.
Если осциллятор находится ниже нуля и окрашен в красный цвет, это указывает на медвежий тренд.
Сила тренда
Чем больше значение осциллятора (в положительную или отрицательную сторону), тем сильнее тренд.
Небольшие значения осциллятора (близкие к нулю) могут указывать на боковое движение или слабость тренда.
Точки входа и выхода
Покупка (Buy): Когда осциллятор пересекает нулевую линию снизу вверх (переход из красной зоны в зелёную).
Продажа (Sell): Когда осциллятор пересекает нулевую линию сверху вниз (переход из зелёной зоны в красную).
Фильтрация сигналов
Используйте индикатор в сочетании с другими инструментами технического анализа (например, RSI, MACD или уровнями поддержки/сопротивления) для подтверждения сигналов.
Преимущества индикатора:
Адаптивность: Автоматическая настройка длины SMA под текущий таймфрейм делает индикатор универсальным.
Простота: Интуитивно понятная визуализация в виде гистограммы позволяет быстро оценить рыночную ситуацию.
Гибкость: Может использоваться на любых рынках (акции, форекс, криптовалюты) и таймфреймах.
Ограничения:
Запаздывание: Как и любой индикатор на основе SMA, он может запаздывать из-за использования средних значений.
Ложные сигналы: В условиях бокового движения (флэта) индикатор может генерировать ложные сигналы.
Управление рисками: Всегда устанавливайте стоп-лоссы и тейк-профиты, чтобы минимизировать потери.
Тестирование: Перед использованием на реальном счёте протестируйте индикатор на исторических данных.
Индикатор "SMA Trend Filter Oscillator (Adaptive)" — это мощный инструмент для трейдеров, которые хотят быстро оценить тренд и его силу. Его адаптивность и простота делают его подходящим как для начинающих, так и для опытных трейдеров
Combined BB & New SuperTrend StrategyExplanation
Bollinger Bands Section:
A customizable moving average (with multiple options) calculates the basis, upper, and lower bands. These are plotted on the chart with a filled area between them.
New SuperTrend Section:
The new SuperTrend code is integrated after renaming its variables (prefixed with st_) to avoid conflicts. This section calculates ATR-based stop levels, determines the trend direction, and generates buy/sell signals when the trend reverses. Optional labels and visual fills are also provided.
Trading Logic:
When a bullish SuperTrend signal occurs (transition from bearish to bullish), the script closes any short position and enters a long position. Conversely, when a bearish signal occurs, it closes the long position and enters a short. Additionally, if the price touches the Bollinger Bands (upper for longs, lower for shorts), the respective positions are exited.
This combined script should now compile without errors and use your new SuperTrend indicator for trade signals while retaining the Bollinger Bands exit conditions. Let me know if you need further modifications or explanations!
Ehlers Instantaneous Trendline ATR LevelsOverview
This sophisticated technical analysis tool merges John Ehlers' cutting-edge Instantaneous Trendline methodology with a dynamic ATR-based bands system. The indicator is designed to provide traders with a comprehensive view of market trends while accounting for volatility, making it suitable for both trending and ranging markets. Works on all timeframes and chart types.
Key Features in Detail
1. Ehlers Instantaneous Trendline Implementation
- Advanced algorithm that reduces lag typically associated with moving averages
- Built-in volatility filtering system to minimize false signals
- Adaptive to market conditions through dynamic calculations
- Real-time trend direction identification
2. Multi-layered ATR Band System
- Hierarchical band structure with 18 total bands (9 upper, 9 lower)
- Color-coded visualization system:
Upper bands: Red gradient (darker = further from trendline)
Lower bands: Green gradient (darker = further from trendline)
Central trendline: Yellow for optimal visibility
- Customizable multipliers for each band level
- Independent visibility controls for each band
Configuration Options
Trendline Settings:
- Lower values: More responsive to price changes and faster reacting to break in ATR filter
- Higher values: Smoother trendline with less noise and slower reacting to break in ATR filter
ATR Configuration:
Period: Customizable from 1 to any positive integer
- Longer periods: More stable volatility measurement
- Shorter periods: More reactive to recent volatility changes
Filter Multiplier: Fine-tune volatility filtering
- Higher values: More filtered signals leading to less shift in bands
- Lower values: More sensitive to price movements leading to more band shifts
Practical Applications
1. Trend Analysis
Use the central trendline for primary trend direction
Monitor band crossovers for trend strength confirmation
Track price position relative to bands for trend context
2. Volatility Assessment
Band spacing indicates current market volatility
Width between bands helps identify consolidation vs. expansion phases
Price Extremes
3. Support and Resistance
Each band acts as a dynamic support/resistance level
Multiple timeframe analysis possible adjusting for different timeframe ATR
Pivot Points [FSL]Pivot Points Indicator Description
This indicator provides a comprehensive suite of pivot point calculations and moving average overlays, designed to assist traders in identifying potential support and resistance levels.
Key Features:
Pivot Point Calculations:
Offers six pivot point calculation methods: Traditional, Fibonacci, Woodie, Classic, DM, and Camarilla.
Allows flexible pivot timeframe selection, including Auto (adapts to chart timeframe), Daily, Weekly, Monthly, Quarterly, Yearly, Biyearly, Triyearly, Quinquennially, and Decennially.
Provides the option to use daily-based values for pivot calculations, even on intraday charts.
Displays a user-defined number of historical pivot point levels.
Allows customization of the colors and display of each pivot level (P, S1-S5, R1-R5).
Allows to show labels and prices of each pivot level, and to change the labels position (Left or Right).
Allow
s to change the line width of the pivot levels.
Moving Average Overlays:
In
cludes Exponential Moving Averages (EMA) for 25, 50, and 100 periods.
Displays Volume Weighted Average Price (VWAP).
Allows individual toggling of each EMA and VWAP display.
Allows to ch
ange the line width of the moving averages.
Customization:
Extensi
ve input options for tailoring the indicator to individual trading preferences.
Clear and organized settings groups for easy adjustment.
Error management, that shows clear messages when there is not enough data to calculate the pivot poin
ts.
How to Use:
Select Pivot Type: Choose the desired pivot point calculation method.
Set P
ivot Timeframe: Select the timeframe for pivot calculations. Auto mode dynamically adjusts to the chart.
Adjust Historical Pivots: Specify the number of historical pivot levels to display.
Configure Moving Averages: Toggle and customize the EMA and VWAP overlays.
Customize Pivot Levels: Adjust colors, visibility, and labels for each pivot level.
Analyze and Trade: Use the displayed pivot levels and moving averages to identify potential support, re
sistance, and trend direction.
Benefits:
Provides a versatile tool for identifying potential trading opportunities.
Offers a wide range of customization options to suit various trading styles.
Combines pivot points and moving averages for enhanced analysis.
Helps traders to have a clear view of the support and resistance levels, and the trend direction.
Helps to avoid errors by showing clear messages.
Minervini-O'Neil Winner Patternthis is using a few indicators and some criterias. This is taken from oneail and minervenis ideas. Not sure if this is good or not just testing so done use it like a moron
Powerful Gold & Nasdaq BotThe Powerful Gold & Nasdaq Trading Bot is a robust Pine Script strategy designed to generate strong buy and sell signals based on a combination of technical indicators. It is optimized for trading XAU/USD (Gold) and NASDAQ/USA100, leveraging a blend of trend-following and momentum-based strategies to identify high-probability trade setups.
🔹 Key Features:
✅ EMA Crossovers – Detects trend shifts using fast and slow exponential moving averages (EMA).
✅ RSI Confirmation – Ensures trades align with momentum by using the Relative Strength Index (RSI).
✅ MACD Signal Filtering – Confirms entries using MACD crossovers, reducing false signals.
✅ ATR-Based Stop Loss & Take Profit – Dynamically adjusts risk management using the Average True Range (ATR) multiplier.
✅ Long & Short Trades – Executes both buy and sell positions for full market coverage.
🔹 How It Works:
📌 Buy Entry: When the fast EMA crosses above the slow EMA, RSI is above 50, and MACD is bullish.
📌 Sell Entry: When the fast EMA crosses below the slow EMA, RSI is below 50, and MACD is bearish.
📌 Risk Management: Stop-loss and take-profit levels are set automatically based on ATR multipliers to optimize risk-reward.
🔹 Ideal for Traders Who:
✔️ Want automated, high-probability signals for Gold and Nasdaq.
✔️ Prefer dynamic risk management instead of fixed stop-loss and take-profit levels.
✔️ Need a fully structured and backtestable strategy on TradingView.
B4100 - NW Trend Ribbon StrategyB4100 - NW Trend Ribbon Strategy: Adaptive Trend Following with Kernel Smoothing
This strategy is a sophisticated trend-following system designed to identify and capitalize on sustained market trends. It combines a ribbon of custom-built moving averages with multiple layers of filtering and confirmation to generate high-probability entry and exit signals. It's highly customizable, allowing you to fine-tune its sensitivity and responsiveness to adapt to various market conditions and timeframes.
What the Strategy Does:
The NW Trend Ribbon Strategy aims to:
Identify the prevailing trend: It uses a ribbon of five moving averages (MAs), each with configurable length and smoothing type, to visually represent and quantify the current market trend.
Filter out noise and false signals: It employs several filters, including an RSI filter, a trend strength filter (based on the RSI of a selected MA), and a trend confirmation period, to reduce the likelihood of entering trades based on short-term fluctuations.
Generate precise entry signals: Entry signals are triggered only when a specified number of MA crossovers occur, the RSI filter (optional) is satisfied, the trend strength filter (optional) is met, and the trend conditions have persisted for a user-defined confirmation period.
Manage risk and protect profits: The strategy includes multiple exit options:
Percentage Trailing Stop: A classic trailing stop that activates at a specified percentage profit and trails the price by a defined offset.
ATR Trailing Stop: A volatility-based trailing stop that uses the Average True Range (ATR) to dynamically adjust the stop level.
ATR Take Profit: A volatility-based take profit that uses the ATR to set a profit target.
Hard Stop Loss: A fixed stop loss, either percentage-based or ATR-based, for maximum risk control.
Control Trade Direction : Allow the user to decide whether they want to enter Long trades, short trades, or both.
How It Works:
The strategy's core logic revolves around these key components:
Kernel-Smoothed Moving Averages: Instead of standard moving averages (SMA, EMA, etc.), this strategy uses *kernel smoothing*. This allows for more flexible and adaptive smoothing than traditional MAs. You can choose from three kernel types:
Beta Kernel: This is the most versatile option. It allows you to control *positive* and *negative* lag independently using the `alpha` and `beta` parameters. This means you can make the MA react slower to price increases and faster to price decreases (or vice versa), which can be particularly useful in trending markets.
Gaussian Kernel: A classic smoothing kernel that creates a bell-shaped weighting. The `bandwidth` parameter controls the width of the bell curve; a smaller bandwidth makes the MA more responsive.
Epanechnikov Kernel: Similar to the Gaussian kernel, but with a slightly different shape. It also uses a `bandwidth` parameter.
MA Ribbon: The five MAs form a "ribbon" on the chart. The alignment and relative positions of the MAs provide a visual indication of trend strength and direction.
Crossover Detection: The strategy monitors the crossovers between consecutive MAs in the ribbon. You can specify how many crossovers are required to generate a potential signal.
RSI Filter (Optional): This filter helps avoid entries during overextended market conditions. For long entries, the RSI must be below the oversold level; for short entries, it must be above the overbought level.
Trend Strength Filter (Optional): This unique filter uses the RSI of one of the moving averages (you choose which one) to measure the *strength* of the trend. This helps to ensure that you're entering trades in the direction of a strong, established trend.
Trend Confirmation: To further reduce false signals, the strategy requires that the entry conditions (MA crossovers, RSI, and trend strength) be met for a specified number of consecutive bars before a trade is actually triggered.
Exit Logic: The strategy prioritizes exits in the following order: Hard Stop Loss, Trailing Stop (Percentage or ATR-based), and Take Profit (ATR-based). This ensures that losses are minimized and profits are protected.
What Makes It Unique:
This strategy stands out from other indicators and strategies due to several key features:
Highly Customizable Kernel Smoothing: The use of kernel smoothing, especially the Beta kernel, provides a level of control over MA responsiveness that is not available with standard MAs. This allows for a much more adaptive and nuanced approach to trend following.
Combined Trend Strength and Confirmation: The combination of the trend strength filter (using the RSI of an MA) and the trend confirmation period provides a robust filtering mechanism that goes beyond simple MA crossovers or RSI readings. This helps to filter out weak trends and whipsaws.
Multiple, Prioritized Exit Options: The strategy's exit logic is sophisticated, offering a combination of fixed and dynamic stops and take profit levels. The prioritization ensures that the most conservative exit (hard stop) is triggered first, followed by the trailing stops, and finally the take profit.
Comprehensive Input Grouping: All inputs have been sorted into groups that control certain aspects of the strategy. This allows users to easily and quickly locate and adjust inputs as they see fit.
Trade Direction Control : Unlike many strategies, this one lets you independently enable or disable long and short trades.
All-in-one trend system: This indicator combines multiple aspects needed for trading: entry signals, stop loss calculations, take profit calculations.
In summary, the NW Trend Ribbon Strategy is a powerful and flexible trend-following system that combines the visual clarity of a moving average ribbon with the advanced filtering and risk management capabilities of kernel smoothing, RSI, trend strength, and multiple exit options. It's designed for traders who want a customizable and robust tool for identifying and trading sustained market trends.
Rsi & Ema Optimization Buy-Sell Signal Cuneyt UgurIntroduction to the Trading Signal Rules
This script defines a set of custom trading rules designed to analyze price movements, moving averages, and RSI behavior in relation to optimized support and resistance levels. Each rule is structured to generate bullish, bearish, or neutral signals, helping to identify potential market trends and reversals.
The key components of these rules include:
Exponential Moving Averages (EMA): Used to track price trends and momentum.
Relative Strength Index (RSI): Helps identify overbought and oversold conditions.
Custom Support/Resistance Channels: Dynamically calculated upper and lower bands that guide decision-making.
Momentum & Trend Analysis: Ensuring signals align with strong trends rather than short-term fluctuations.
AutoFibGauge (TechnoBlooms) AutoFibGauge help users to understand Fibonacci retracement with auto-drawn levels from previous candes, dual moving average crossover for trend confirmation, and a thermometer for quick Fib level identification.
This indicator is designed to streamline your trading decisions. By automatically plotting the Fibonacci levels based on previous candles, it aids in identifying key support and resistance zones. User can choose the number of previous candles for which the Fibonacci is calculated.
Paired with a dual moving average crossover system for robust trend confirmation, this tools helps in aligning with the market's direction.
A dynamic thermometer display that instantly highlights critical Fib levels, making it easier than ever to spot opportunities at a glance.
[COW] Day Percent LevelsThis indicator plots on your chart 2 levels, the daily percentage changes required to know by most prop firms and other exchanges. 5% is often a cutoff point for prop firm day traders and can get you banned if you trade past these levels. This indicator allows you to adjust the percentage as well as the lines and labels to your liking.
This is key when using prop firms as it is a level you must be aware of when trading. This can help you avoid being banned, your account being closed, or other disciplinary action based on trading past these levels.
Enjoy!
AZZAM KHALID 1H Comprehensive Trading StrategyEMA (Exponential Moving Average) for trend detection.
RSI (Relative Strength Index) to identify overbought and oversold areas.
ATR (Average True Range) to calculate dynamic stop loss and take profit. Reversal candlestick patterns such as:
Hammer and Hanging Man
Morning & Evening Star
Shooting Star Clear buy and sell orders with:
Clear entry and exit signals
Dynamic stop loss and take profit by ATR Works on all timeframes.
Scalping PullBack Tool + RSI CrossoverThis Pine Script code is designed for **scalping trading strategies** by combining **Price Action Channel (PAC) & RSI Crossover signals**. It provides trend visualization, buy/sell signals, and alerts.
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## **📌 Features:**
### ✅ **1. Price Action Channel (PAC)**
- A channel based on **Exponential Moving Averages (EMAs)**:
- `pacC`: EMA of closing price
- `pacL`: EMA of low price
- `pacU`: EMA of high price
- Used to detect price **pullbacks and breakouts**.
### ✅ **2. Exponential Moving Averages (EMAs)**
- Three EMAs to determine trend direction:
- **Fast EMA (89)**
- **Medium EMA (200)**
- **Slow EMA (600)** (optional)
- Trend is **Bullish** if `fastEMA > mediumEMA` and `pacL > mediumEMA`, and **Bearish** if `fastEMA < mediumEMA` and `pacU < mediumEMA`.
### ✅ **3. RSI Crossover System**
- **Relative Strength Index (RSI)** is calculated to measure momentum.
- **RSI-based EMA (9-period EMA of RSI)**
- **Buy Signal**: RSI crosses **above** RSI-EMA & RSI-EMA > 50.
- **Sell Signal**: RSI crosses **below** RSI-EMA & RSI-EMA < 50.
### ✅ **4. Visualization**
- **PAC Channel Fill**: Gray shading to highlight the price channel.
- **EMA Ribbons**: Green (Fast), Blue (Medium), Black (Slow).
- **Bar Coloring**:
- **Blue** if price > PAC upper band.
- **Red** if price < PAC lower band.
- **Background Coloring**:
- **Green** for bullish trends.
- **Red** for bearish trends.
- **Yellow** for neutral.
### ✅ **5. Alerts for Buy/Sell**
- **Buy Alert**: When RSI crosses **above** RSI-based EMA.
- **Sell Alert**: When RSI crosses **below** RSI-based EMA.
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## **🛠 How to Use:**
1. **Apply the script** to a TradingView chart.
2. **Enable EMA and PAC Channel** to see trend direction.
3. **Watch for Buy/Sell signals**:
- **Green ‘BUY’ label** below bars.
- **Red ‘SELL’ label** above bars.
4. **Use alerts** to notify you of trading opportunities.
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### **🔍 Summary**
This script helps scalpers and short-term traders **identify pullbacks & momentum shifts** using **PAC and RSI crossovers**. It provides clear **visual indicators & alerts** to assist in **quick decision-making**.
Let me know if you need modifications or explanations for specific parts! 🚀
XAUUSD Liquidity & FVG Indicatorhis indicator is designed for trading XAUUSD (gold vs. US dollar) by identifying key liquidity pools and fair value gaps (FVGs) on the chart. It marks areas where price has previously shown strong highs or lows (liquidity pools) and highlights inefficient price moves (FVGs) with background colors. Additionally, it signals potential liquidity grab events, helping traders spot areas of support, resistance, or possible reversals.
Clustering Volatility (ATR-ADR-ChaikinVol) [Sam SDF-Solutions]The Clustering Volatility indicator is designed to evaluate market volatility by combining three widely used measures: Average True Range (ATR), Average Daily Range (ADR), and the Chaikin Oscillator.
Each indicator is normalized using one of the available methods (MinMax, Rank, or Z-score) to create a unified metric called the Score. This Score is further smoothed with an Exponential Moving Average (EMA) to reduce noise and provide a clearer view of market conditions.
Key Features:
Multi-Indicator Integration: Combines ATR, ADR, and the Chaikin Oscillator into a single Score that reflects overall market volatility.
Flexible Normalization: (Supports three normalization methods)
MinMax: Scales values between the observed minimum and maximum.
Rank: Normalizes based on the relative rank within a moving window.
Z-score: Standardizes values using mean and standard deviation.
Dynamic Window Selection: Offers an automatic window selection option based on a specified lookback period, or a fixed window size can be used.
Customizable Weights: Allows the user to assign individual weights to ATR, ADR, and the Chaikin Oscillator. Optionally, weights can be normalized to sum to 1.
Score Smoothing: Applies an EMA to the computed Score to smooth out short-term fluctuations and reduce market noise.
Cluster Visualization: Divides the smoothed Score into a number of clusters, each represented by a distinct color. These colors can be applied to the price bars (if enabled) for an immediate visual indication of the current volatility regime.
How It Works:
Input & Window Setup: Users set parameters for indicator periods, normalization methods, weights, and window size. The indicator can automatically determine the analysis window based on the number of lookback days.
Calculation of Metrics: The indicator computes the ATR, ADR (as the average of bar ranges), and the Chaikin Oscillator (based on the difference between short and long EMAs of the Accumulation/Distribution line).
Normalization & Scoring: Each indicator’s value is normalized and then weighted to form a raw Score. This raw Score is scaled to a range using statistics from the chosen window.
Smoothing & Clustering: The raw Score is smoothed using an EMA. The resulting smoothed Score is then multiplied by the number of clusters to assign a cluster index, which is used to choose a color for visual signals.
Visualization: The smoothed Score is plotted on the chart with a color that changes based on its value (e.g., lime for low, red for high, yellow for intermediate values). Optionally, the price bars are colored according to the assigned cluster.
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This indicator is ideal for traders seeking a quick and clear assessment of market volatility. By integrating multiple volatility measures into one comprehensive Score, it simplifies analysis and aids in making more informed trading decisions.
For more detailed instructions, please refer to the guide here:
Asian Range x MNOR STDV°This script is an enhanced version of the "Fridays Asian Range" indicator, originally created by Toodegrees, with additional features inspired by ICT (Inner Circle Trader) concepts. It is designed to help traders identify key price levels and visualize building the daily power of three during the main trading sessions, incorporating quadrant levels to divide the range into meaningful zones for better decision-making.
Key Features
Asian and Midnight Opening Ranges:
Plots the high and low of the Asian session (7:00 PM - 12:00 AM EST) and Midnight Opening Range (12:00 AM - 12:30 AM EST).
Displays the range as a box on the chart, with customizable colors and styles.
Standard Deviation Levels:
Extends the range by plotting standard deviation levels above and below the high and low of the range.
These levels help identify potential support and resistance zones beyond the range.
Quadrant Levels (0.25, 0.50, 0.75):
Divides the range into four equal parts using horizontal lines at the 0.25, 0.50, and 0.75 levels.
These levels are inspired by ICT's concept of balance and imbalance, helping traders identify areas of value within the range.
Fully customizable: Users can choose the line color, style (Dashed, Dotted, Solid), and thickness (1-4).
Historical Sessions:
Allows users to display historical ranges for up to 20 sessions, providing context for price action over multiple days.
Timeframe Restriction:
Ensures the indicator is used on timeframes of 15 minutes or lower for optimal accuracy.
Vishal Strategy🔹 Summary of Strategy Logic
✅ Long Entry (Buy)
Supertrend must be Green (Bullish)
MACD Line must be Above Signal Line
Candle must Close Above SAR
The sequence does NOT matter – The trade enters as soon as all three conditions are met.
Uses 100% of capital for entry.
❌ Long Exit (Sell)
Exit only when 2 consecutive candles close below SAR (Prevents premature exits).
✅ Short Entry (Sell)
Supertrend must be Red (Bearish)
MACD Line must be Below Signal Line
Candle must Close Below SAR
The sequence does NOT matter – The trade enters as soon as all three conditions are met.
Uses 100% of capital for entry.
❌ Short Exit (Buy Cover)
Exit only when 2 consecutive candles close above SAR (Prevents false exits).
🔥 Why This Version is the Best
✅ Trade Entry Happens as Soon as All 3 Conditions Are Met, Regardless of Order.
✅ No Pyramiding – Uses Full Equity on Each Trade.
✅ Exit Logic Ensures That We Hold Winners Longer.
✅ Works in Both Bullish & Bearish Markets with Equal Logic.
