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Zeiierman

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Get instant access to our most powerful indicators and proven strategies — designed for clarity, simplicity, and smarter trading that keeps you ahead of every move. Save valuable time — our systems analyze the markets for you.

โดย ZeiiermanPremium

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Smart Money Concepts Premium (Expo)Are you a professional Smart Money Concept Trader? █ This premium version of our SMC indicator includes all advanced Smart Money Concept Trading techniques. The indicator includes all the important concepts such as Market Structure, Change of Character, Current Trading Range, Premium & Discount , Fractals, and Swing Structure. The indicator includes the popular SMC Market Structure Trend to help traders analyze the trend. In addition to these features, this version adds the following: Multitimeframe option Predicted Structure and Range Backtesting option External Range Liquidity Internal Range Liquidity Liquidity Grab Fair Value Gap (FVG) True Fair Value Gap Imbalance Order block Orderflow Supply & Demand Equal Highs and Equal Lows Point of Interest An alert function that allows you to set any combination of alerts. This indicator aims to be an all-in-one SMC indicator that helps Smart Money Traders automate their analyzes. █ HOW TO USE Use the indicator to trade advanced SMC Trading techniques. █ Settings The indicator is fully customized and can be adjusted to fit Swing Trading, Trend Trading, Day Trading, or Scalping. The indicator works in any market and timeframe. ----------------- Disclaimer Copyright by Zeiierman. The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
278
Support & Resistance/Supply & Demand/Liquidity/Trendlines (Expo)Real-Time Support & Resistance/Supply & Demand/Liquidity Zones /Trendlines / Key Levels This trading tool automatically identifies real-time Support/Resistance, Supply and Demand, Liquidity Zones, Key levels, and Trendlines. FEATURES This indicator includes all necessary features for traditional technical analysis, such as Trendlines, Support/Resistance, Supply/Demand, and Liquidity Zones. In addition to that, we have added key market levels. Support/Resistance: Identifies areas in real-time where the price finds support and resistance. Supply/Demand: The indicator analyzes the market structure in real-time and maps out key supply and demand zones. The user gets an instant understanding of the current market structure. Liquidity Zones: Liquidity zones are displayed where there is a significant level of trading activity and when there is both high supply and demand for an asset, security, or contract. TrendLines: Trendlines help traders determine the current direction of market prices. A trendline is displayed when a price action trend is detected. Key Levels: Key levels are psychological levels that are under the attention of many traders. There is a lot of buying or selling pressure at these levels. At these key levels, price decides its direction, either to go bearish or bullish. HOW TO USE Use the indicator to identify several important and commonly used levels and zones. All zones work as a future reference where the price has a higher likelihood to react at, bounce off from, or reverse. ----------------- Disclaimer Copyright by Zeiierman. The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual’s trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
109
Market Structure & Price Action Toolkit (Expo)█ Overview This comprehensive Market Structure and Price Action toolkit integrates pioneering price action concepts, including fractal-based market structure, grid-price action system, retail and institutional levels/zones, liquidity concepts, and a plethora of advanced customization options to give you a trading advantage via price action automatically. Different from traditional technical indicators, which can be lagging, complex, and cluttered, this indicator focuses solely on raw price data to deliver accurate and real-time insights. All the features in this script originate exclusively from price action, concentrating on fractals-based swing highs, swing lows, and market structure. This enables users to automate their price action analysis across any market or timeframe. The toolkit focuses on the real-time application of price data rather than historical data to ensure its usefulness for price action and smart money (ICT) traders. With this indicator, users can automate their price action analysis across various markets and timeframes, gaining a significant edge in their trading strategies. █ Features and How They Work █ Trading Systems Market Structure: Market Structure deals with the interpretation of price action that forms the market structure, focusing on understanding key shifts and changes in the market that may indicate where 'smart money' (large institutional investors and professional traders) might be moving in the market. This feature is based on real-time fractals instead of static pivot points. Fractals are based on the idea that markets are patterned, and those patterns repeat themselves on all scales – hence, the term "fractal", which means "fraction of the whole". The function uses fractal zones that refer to areas where the price is likely to experience a change in direction. These zones are identified by observing a series of fractal points. Grid: The grid system works similarly to the market structure but displays the data as a grid of support and resistance zones. This is a new and unique approach to understanding market structure. It might be a more convenient way for traders to understand how to act. █ Retail Zones Support/Resistance: Support and Resistance zone are often seen and displayed with a delay. This feature is 100% real-time and displays SR levels as the price reacts and forms new highs and lows. Confirmed Support/Resistance: As the name suggests, the confirmed zone is first displayed on the chart when the price has reacted to a high/low formation over x period of time. This feature is handy to trade retest after breakouts of the zone. We wanted to keep the retail zones simple regarding how they work and function to help all kinds of traders understand how to use them. █ Institutional Zones Supply/Demand: Calculating supply and demand in its raw form is challenging due to the complexity and dynamism of financial markets. However, the function uses several concepts to gauge supply and demand levels. Buying and Selling pressure: The buying pressure represents the highest price point (over x period and volume), while the selling pressure price represents the lowest price point (over x period and volume). The gap between the two is known as the buying/selling pressure spread. A narrow spread often signifies high liquidity and balanced supply and demand, while a wider spread might indicate imbalances. Price Trends: Upward price movements indicate higher demand, while downward trends may suggest increased supply. Order blocks: Order blocks are similar to supply/demand, and the main difference is that an order block is created at specific price action and market structure patterns. █ How to use the Market Structure Toolkit Market Structure Market Structure + Confirmed S/R Grid System Demand Zone Supply Zone Order Block Support/Resistance Zones Confirmed Support/Resistance Zone Retest of SR Levels █ Why Use Price Action and Market Structure A comprehensive trading strategy often involves using both price action and market structure. Traders can use price action to understand the immediate behavior of the price and market structure to understand the broader context within which the price is moving. Market Structure combined with Price Action refers to the observable pattern of price movement. Traders use this structure to identify trend direction (up, down, or sideways), market phase (trend or range), and key price levels (like support and resistance). Here are some core concepts within price action trading: Trend Identification: This is a fundamental aspect of price action trading. By simply looking at the raw price data on a chart, traders can identify whether the instrument is in an uptrend (making higher highs and higher lows), a downtrend (making lower highs and lower lows), or ranging sideways. Support and Resistance Levels: These are horizontal lines drawn on a chart where the price has historically had difficulty moving beyond. Support is a price level where buying pressure is strong enough to prevent the price from falling further, while resistance is a level where selling pressure is strong enough to prevent further price increases. Candlestick Patterns: Price action traders rely heavily on candlestick patterns, which can provide a lot of information about market sentiment. Chart Patterns: In addition to individual candlestick patterns, price action traders often look for larger chart patterns like double tops/bottoms, triangles, wedges, head and shoulders patterns, and more. These patterns can take longer to form but can also provide insight into potential price movement. Price Zones: Rather than exact price levels, many price action traders consider zones of support and resistance, understanding that market behavior isn't always perfectly precise. A zone might cover a small range of prices at which the market has repeatedly reversed in the past. The idea behind price action trading is that the price itself can provide clues to what the market might do next. Traders who follow this approach believe that price is the final determinant of value and contains all the information needed. █ Any Alert Function Call This function allows traders to combine any feature and create customized alerts. These alerts can be set for various conditions and customized according to the trader's strategy or preferences. █ In conclusion, This toolkit is particularly useful for price action and smart money traders, as it prioritizes real-time application of price data, which in turn allows a more responsive and informed decision-making process in trading. ----------------- Disclaimer The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
118
Buy/Sell Toolkit (Expo)█ Overview The Buy/Sell Toolkit is a comprehensive trading tool designed to provide a holistic approach to trading. It brings together essential trading indicators and features in one place, simplifying the trading process and offering valuable insights into the market. The indicator serves as an all-inclusive solution for traders seeking in-depth technical insights. While the Buy/Sell Toolkit can be utilized alongside other technical analysis methods, it can also be used as a standalone toolkit, adaptable to any trading style. In addition, each feature is thoughtfully integrated because not all technical indicators are suitable for every market condition or trading style. The Buy/Sell toolkit works in any market and timeframe for discretionary analysis and includes many features: █ Features Buy/Sell signals: This feature provides real-time Buy/Sell trading signals for any market and timeframe. These signals are based on the trend. Contrarian Signals: This feature provides real-time contrarian signals to take a position against the prevailing market trend. Ultimate Trend: This feature assists in identifying the overall trend of the market, recognizing whether the market is in an uptrend, downtrend, or sideways. Trend Advisor: The Trend Advisor helps traders understand the trend's strength, duration, and direction. Trend Reversal: This feature identifies potential points where the current market may reverse within a trend. It's basically a trend-following line based on reversal calculation; it helps traders catch trend continuation setups. Momentum Average: This indicator measures the rate of change in prices to identify the strength of the current trend. It can be beneficial for spotting potential price breakouts or warning of a market slowdown and pullbacks. Take Profit Points: This feature suggests optimal points to exit a trade and lock in profits. It determines these points by using various factors such as volatility, support and resistance levels, and historical price movements. Candle Coloring, Arithmetic Candlesticks, including Arithmetic Heikin Ashi: This feature provides an excellent visual aid to assist traders in recognizing patterns, identifying trends, and optimizing their trading strategies. The Arithmetic Candlesticks help smooth out price volatility and identify market trends more clearly. Reversal Cloud: This innovative feature provides a graphical representation of potential price reversal zones. The cloud helps traders visualize where the price might reverse its trend. Trend Cloud: Similar to the Reversal Cloud, this feature visualizes the prevailing market trend, making it easy for traders to understand the direction of the market at a glance. Signal Optimizer: The Signal Optimizer is a powerful tool that optimizes the Buy/Sell and contrarian signals based on win-rate or performance. It automatically applies the best settings to the signals, freeing traders from the task of constantly adjusting them. This helps traders to get the most reliable signals automatically, enhancing their trading efficiency. █ How to use the Buy/Sell Toolkit? Here are a few illustrative examples to provide traders with a better understanding of the Toolkit's practical usage. These examples showcase the combination of features, but it's important to note that they serve as demonstrations, and we encourage traders to explore and adapt the features to align with their unique trading styles. Buy/Sell Signals & Take Profit Optimized Buy/Sell signals & Candle Color + Trend Advisor + Reversal Cloud Contrarian Signals & Take Profit ,with Reversal Cloud Optimized Contrarian Signals & Ultimate Trend & Reversal Cloud Trend Cloud Filter signals with Trend Cloud █ Why is this Buy/Sell Toolkit Needed? The Buy/Sell Toolkit is an exceptional tool for traders because it consolidates several critical trading indicators into a single, user-friendly platform. The Toolkit's holistic approach to market analysis can enhance decision-making, reduce guesswork, and improve overall trading performance. Additionally, it allows traders to customize their approach according to the market conditions and their trading style. The Toolkit's automated features, such as the Signal Optimizer, save time and effort, making it easier for both new and experienced traders. In addition, its comprehensive suite of features ensures traders have all the information they need to make informed trading decisions. All these features make the Buy/Sell Toolkit a powerful ally in any trader's arsenal. Here's why this Toolkit is essential: Comprehensive Market Analysis: The Toolkit offers a wide range of indicators and tools for comprehensive market analysis, from trend detection to momentum analysis. This reduces the need for multiple tools and allows for a more efficient trading process. By providing a host of indicators like Buy/Sell signals, Contrarian Signals, Trend Analysis, and Momentum Average, the Toolkit helps traders make well-informed decisions based on comprehensive data and trend analysis. Automation and Time-Saving: The Signal Optimizer automatically applies the best settings to the signals based on win rate or performance. This saves time and ensures the signals' reliability, reducing, it makes the trading process efficient and hassle-free. Versatility: The Toolkit is versatile and can be used for various financial markets, including stocks, forex, commodities, or cryptocurrencies. Regardless of the market you trade in, the Buy/Sell Toolkit has something to offer. Visual Tools: The Toolkit provides visual tools like Reversal Cloud, Trend Cloud, Trend lines, Candle coloring, and much more, which are excellent for visualizing market trends and potential reversal zones. This can make the process of understanding market movements more intuitive and less intimidating, especially for novice traders. Confirmation: By using multiple indicators in conjunction with each other, traders can confirm signals and improve the accuracy of their trades. Learning and Development: The Toolkit serves as an excellent resource for both novice and experienced traders to learn about different trading indicators, how they interact, and how to use them effectively. █ Any Alert Function Call This function allows traders to combine any feature and create customized alerts. These alerts can be set for various conditions and customized according to the trader's strategy or preferences. █ How are the features calculated? - Overview The Toolkit combines many of our existing premium indicators and new technical analysis algorithms to analyze the market. This overview covers how the main features are calculated. Buy/Sell The core function calculates the Exponential Weighting for a given time series X over a period T. The time series is based on absolute price changes. It focuses on the magnitude of price changes from one period to the next, irrespective of the direction (up or down). This type of time series can be used to measure the volatility of a price series, as it quantifies the size of price movements. It's useful in scenarios where the direction of the change is not as important as the magnitude of the change. Contrarian Signals Our contrarian signals are based on deviation from the expected range value. The algorithm quantifies the amount of variation or dispersion in a set of trading ranges. Non-expected values are the fundamental core of the signal generation process. Ultimate Trend The Ultimate trend calculates an adaptive smoothing momentum function by first determining the directional price movement and then applying smoothing to the positive and negative price changes. It then uses these values to calculate a form of Variable Moving Average (VMA), where the smoothing factor is adjusted based on a normalized measure of the relative difference between the Positive and Negative Directional values. Trend Advisor It's a form of Moving Averages that are applied to the price chart using three different weighting functions, simple weighting, price volatility smoothing constant weighting, and the traditional EMA weighting function. Trend Reversal and Cloud The function uses the information on how much the current price compared to the relative historical price fluctuates over a specific period and automatically updates its equilibrium value at new price changes. Momentum Average Essentially, it uses a modified version of the relative rate of change over a certain period. Take Profit The take profit uses similar range price functions as the contrarian signals, where a take profit signal is triggered at extremely abnormal values. Candles Note, Using and Backtesting on non-standard charts produces unrealistic results since it does not represent the closing price. The candles are based on a smoothing process that finds the best smoothing coefficient for the current data, using close as time series. █ In conclusion , The Buy/Sell Toolkit serves as a comprehensive, user-friendly, and efficient trading assistant. It brings automation and intelligent data play-by-play to your fingertips, making it an essential tool for anyone serious about trading. ----------------- Disclaimer The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
191
Trend Algo (Zeiierman)█ Overview Trend Algo (Zeiierman) converts raw price movement into a cohesive, volatility-aware trend map. Rather than static moving averages, it builds an adaptive trend core that responds to market state changes, then layers regime-sensitive clouds (Infinite Sky) and horizon-bounded channels (HorizonX), plus precise trend-change and continuation signals. The result is a clean framework for reading direction, timing pullbacks, and validating momentum. The indicator visualizes the active trend line, adaptive clouds, and stateful signals to reveal transition zones, trend acceleration, and exhaustion. It suits intraday execution, swing confirmations, and structural regime assessment. ⚪ Why This One Is Unique Unlike conventional trend tools, this version combines volatility-normalized trend estimation, AI-style regime clustering, and horizon-bounded support/resistance channels. Its framework uses multi-phase smoothing, adaptive width scaling, and state detection that aligns entries and continuations with current market inertia—reducing whipsaw while preserving responsiveness. █ Main features ⚪ Dynamic Clouds The Dynamic Trend Line provides a stabilized, noise-aware trajectory of price, color-coded by directional bias. Two cloud systems overlay the core trend: Infinite Sky (AI) — a regime-aware cloud that distinguishes fast vs. slow trend states. HorizonX — adaptive channels that operate as dynamic support/resistance and define trend boundaries. ⚪ Candle Coloring The candle coloring is designed to highlight trend momentum peaks, allowing you to instantly recognize when the trend is accelerating or slowing down. This visual feedback makes it easier to interpret the strength and speed of directional moves directly on the chart, seamlessly complementing the Dynamic Trend Line and Cloud systems. ⚪ Trend Change Signals & Trend Continuation Signals The main signals are the Trend Change Signals , designed to trigger when the current trend structure begins to shift its state. These signals give you an instant sense of when a potential trend reversal or directional change might occur. To complement them, we’ve added Trend Continuation Signals , which only activate within an established trend. These signals confirm the current direction and indicate that the trend is gaining strength and preparing for another move in the same direction. ⚪ Trend Line Two types of trend lines are integrated: Stability and Dynamic. The Stability Line follows the current price action in a smooth, drift-like manner — staying closer to price to act as a faster support and resistance zone. The Dynamic Line adapts to volatility, ensuring that continuous movements within the trend are taken into account. This helps traders stay aligned with the trend and capture extended moves during periods of higher market activity. █ How to Use ⚪ Trend Changes Trend Change Signals appear when the current trend structure begins to shift, signaling a potential reversal or directional transition. These signals help traders anticipate moments when momentum weakens or changes direction, offering early insight into possible turning points in the market. Combine Trend Change Signals with Candle Coloring or Cloud behavior to confirm entries and strengthen trend reversal validation. ⚪ Trend Continuations Trend Continuation Signals trigger within an established trend, confirming that the current direction remains strong. They often appear after pullbacks or pauses, suggesting that the market is ready for another move in the same direction. These signals work best when paired with the Dynamic Trend Line, allowing traders to stay confidently aligned with powerful ongoing trends. ⚪ Support and Resistance The Stability Trend Line acts as a reactive support and resistance guide, staying close to price and highlighting areas where market reactions are most likely to occur. It offers traders a clear view of short-term structure and helps identify potential bounce or rejection zones with precision. The Dynamic Trend Line adapts to volatility, forming flexible support and resistance zones that expand during strong momentum and contract during quieter phases, keeping the visual structure balanced and responsive to changing market conditions. HorizonX defines the outer adaptive boundaries of the trend. These dynamic channels operate as broader support and resistance frameworks, helping traders anticipate trend exhaustion or continuation zones beyond the immediate price action. The Infinite Sky (AI) cloud adds a regime-aware layer that distinguishes fast and slow trend states, visually framing the strength of support or resistance regions as they evolve and allowing traders to read both momentum and structure in a single glance. █ How It Works ⚪ Dynamic Trend Core A volatility-normalized estimator generates the primary trajectory and color state, balancing stability vs. agility by adapting to dispersion and displacement. Calculation: Multi-phase weighted smoothing with volatility-scaled adjustments and adaptive phase control to minimize lag while preserving curvature. ⚪ Infinite Sky (AI Regime Cloud) Differentiates fast vs. slow trend states and paints a regime-aware cloud that guides timing and risk. Calculation: Windowed return modeling (with optional consolidation), two-pole response filtering, and distribution-center clustering to classify regimes and modulate the envelope. ⚪ HorizonX Trend Channels Defines dynamic support/resistance “horizons” that expand/contract with conditions and filter counter-trend noise when strong-trend mode is enabled. Calculation: A volatility-aware core that evolves with changing price dynamics, maintaining precision across all market conditions. ⚪ Trend Line & Continuations A fast reaction line confirms pullbacks and validates continuation only when aligned with prevailing bias and structure. Calculation: Short-horizon smoothing with phase-managed weighting, slope/position gating, and context checks against regime and horizon levels. ⚪ Impulse Detection Identifies statistically meaningful bursts that precede expansion or warn of exhaustion after extended runs. Calculation: Nonlinear impulse-response mapping emphasizing second-order changes in directional energy while suppressing micro-noise. ⚪ Trend Bands Upper/lower bands visualize the active envelope for timing adds, trims, or exits within trend. Calculation: Percentile-guided banding blended with adaptive anchors to retain structural relevance through regime shifts. ⚪ Bar Color Integration Bars can inherit trend/gradient context to make state shifts obvious at a glance. Calculation: Algorithmic gradient model integrating directional momentum intensity to render bar coloration in sync with market flow. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
114
Arithmetic Candlesticks (Zeiierman)█ Arithmetic Candlestick - Overview Arithmetic Candlesticks (Zeiierman) introduce a new way to read charts by applying logical arithmetic to real price data. These candlesticks focus on filtering out noise and smoothing price movements using a bell-shaped curve, which helps to refine the data and highlight the true trend. This approach provides a clearer view of market trends, allowing traders to interpret price action more effectively with minimal lag and distraction. ⚪  What is Arithmetic Candlesticks Arithmetic Candlesticks use a calculation method rooted in the idea that the market moves in patterns that can be identified and predicted by examining past price movements. Analyzing momentum, price action, and trend patterns is useful for traders who want to quickly scan and identify price patterns, trends, and momentum in the market. The system searches for these patterns and trends to anticipate future price movements. Traders and investors can identify trends hidden in market noise, enabling them to uncover trading opportunities that might not be immediately obvious to the naked eye. ⚪  Eliminates price noise The Arithmetic Candlestick noise filtering function is used to reduce price noise, which is the randomness in the price movement of an asset caused by market participants trading on a short-term basis. The idea behind the filter is that it eliminates the impact of short-term fluctuations in the price, thus providing a more accurate picture of the overall trend. █ Capturing Trends with precise chart reading Trend moves are some of the biggest moneymakers in trading; in fact, trading in the direction of the trend reduces risk and increases profit potential. Arithmetic Candlestick helps traders do just that. In a fast-moving and volatile market characterized by high-frequency algorithms, retail traders have a hard time distinguishing the real trend from the noise. Arithmetic Candlesticks are designed to filter out the noise created by insignificant price moves and leave traders with the price action that matters, namely a clear and insightful chart reading. Due to its sophisticated mathematical calculations, Arithmetic Candlesticks are able to analyze any market and timeframe. █ How to use Arithmetic Candlesticks Arithmetic Candlesticks is an all-in-one trend and momentum tool that can be used stand-alone or in conjunction with other indicators. Its primary use is to provide a clear chart reading, easily identify trends, and help traders stay longer in trends. The indicator includes excellent momentum features that offer insights into the current momentum and the strength of the price action. This provides traders with a unique chart experience that yields valuable insights. The indicator boasts numerous features, each of which can be used stand-alone or in combination with others. Read more about the features below. These candles can be used in conjunction with other indicators such as support/resistance, trendlines, ICT trading, and other patterns. █ Arithmetic Candlesticks features The indicator comes with tons of great features that make the indicator into its own system that can be used stand-alone. You find everything from trend reading, entry/exit points, identifying momentum, and auto-stop loss. ⚪  Candle Modes: Traders can select from three different types of arithmetic candle calculations and enable our volatility-adjusted filter for all of them. By default, the candles are set to Arithmetic candlesticks. However, depending on their trading preferences, users can select Arithmetic + Heikin Ashi Candles or Impulse + Wicks Candles. The Heikin Ashi mode of the candlesticks makes the indicator smoother and more trend-friendly. The Impulse + Wick mode of the candlesticks makes the indicator responsive to momentum. The length of the wicks represents the strength of the current momentum. The longer the wicks, the greater the momentum in the market. If traders enable the Volatility Adjusted candles , the indicator becomes much more responsive to volatility moves, which is a way of making the candlesticks more responsive to significant price movements. ⚪  Trend coloring Arithmetic candlesticks come in three different color modes: the default one, the gradient one, and the advanced trend coloring. Enable the Trend coloring if you want to engage in long-term trend trading. This filter does not change the arithmetic candlesticks, only the bar coloring. ⚪  Buy and Sell signals To make trend trading easier to understand, we have included Buy/Sell signals. These signals are based both on the type of candlesticks selected and the type of coloring used. In addition, they come with three filters and are available in scalping and trend modes. Candle Color Filter: A buy signal will only occur if the candlesticks are bullish, and a sell signal will only occur if the candlesticks are bearish. Trend Tracker Filter: A buy signal will only occur if the Trend Tracker is bullish, and a sell signal will only occur if the Trend Tracker is bearish. When both filters are applied, it means that both the candle color and the Trend Tracker should have the same sign in order to trigger a signal. These filters are very effective and should be used when utilizing the signals. Take Profit signals can be enabled to help traders know when to take profits. Adaptive Stop Loss can be enabled for the signals, helping traders manage their risk. ⚪  Trend Tracker The Trend Tracker line provides insights about the underlying trend. Adjust it if you want to engage in scalping, which makes the line much more responsive. Set the underlying speed of the trend to either Fast or Slow. This Trend Tracker works well in conjunction with Arithmetic Candlesticks and the associated signals. ⚪  Trend Sentiment Enable Trend Sentiment to identify the levels at which the market is considered bullish or bearish. This feature helps you gauge the overall market direction, allowing you to align your trades with the prevailing trend. The Trend Sentiment also measures the strength of the trend, highlighting whether the current price action reflects a strong or weak trend. Adjust the sensitivity to determine how early or late you want to capture these trend signals. ⚪  Impulse Enable Impulse Signals to understand when the market is making a significant move, often leading to a pullback or pause. These Impulse Signals can indicate the very start of a trend or serve as the first sign of a reversal. Enable 'Significant Impulses' if you only want to display the most significant market impulses. █ How is Arithmetic Candlesticks Calculated? ⚪  Candlesticks These candlesticks combine advanced smoothing techniques with price pattern recognition, giving traders a clearer view of market dynamics. Adaptive Smoothing: The core of this smoothing approach is its ability to adjust dynamically based on market conditions. It reduces lag while staying responsive to price changes. This adaptive nature allows the candlesticks to follow the price action smoothly, minimizing the influence of short-term fluctuations. As a result, the trend is depicted with greater accuracy, helping traders to stay in tune with the market’s true direction. Refined Smoothing with Weighted Averages: Another key component of the smoothing process involves applying a refined technique that uses a bell-shaped curve to weight price data. This method reduces the impact of outlier movements, resulting in a smoother, more continuous curve that accurately represents the market's central trend. This ensures that the candlesticks reflect a more balanced view of price action, focusing on the significant movements while filtering out unnecessary noise. ⚪  Trend Coloring The Trend Coloring feature offers a powerful visualization tool that helps traders quickly identify the prevailing market trend and its strength. By analyzing market structure and the velocity of price movements, this feature provides a clear, dynamic view of the long-term trend direction. Market Structure Analysis: The Trend Coloring is rooted in a thorough analysis of market structure, focusing on key price levels over time. By evaluating these levels, the system determines whether the market is in an uptrend, downtrend, or ranging phase. This information is then used to color the chart according to the current trend direction, providing a visual cue that makes it easier to align your trades with the broader market movement. Velocity of Price Movements: . In addition to identifying the trend direction, the system also calculates the velocity of price movements. This involves assessing how quickly or slowly prices are advancing in a particular direction, offering deeper insight into the trend's strength and momentum. Faster price movements suggest a stronger trend, while slower movements may indicate a weakening or consolidating market. This dynamic approach ensures that the Trend Coloring not only highlights the trend but also reflects its intensity and potential sustainability. ⚪  Buy and Sell signals The Buy/Sell signals are generated using a sophisticated approach that tracks key price action levels to determine market direction and momentum. This method constantly evaluates the relationship between the current price and dynamically adjusting levels that reflect the underlying market conditions. By staying in tune with the flow of the market, this approach effectively captures the onset of new trends while reducing the lag typically associated with traditional indicators. Dynamic Price Action Levels: The signals are based on critical price action levels that adapt in real-time to market movements. These levels serve as flexible thresholds that help identify potential buy or sell opportunities. When the price interacts with these levels, it triggers signals that indicate possible entry or exit points, aligning your trades with the prevailing market direction. Price Patterns: The algorithm also recognizes and integrates specific price patterns that are often precursors to significant market moves. By identifying these patterns, the system can anticipate changes in market direction more accurately, enabling earlier and more precise signals. This helps in capturing trend reversals or continuations effectively. Momentum-Driven Adjustments: The system's price action levels are not static; they adjust dynamically in response to strong price movements. This ensures that the signals are not only timely but also in sync with the underlying market momentum, making the system highly effective in volatile conditions where quick decision-making is crucial. ⚪  Trend Tracker The Trend Tracker utilizes the core principles of Arithmetic Candlesticks, including their sophisticated smoothing techniques and pattern recognition capabilities. By leveraging these features, the Trend Tracker effectively filters out market noise, allowing it to present a smooth and accurate representation of the current trend. This makes it easier to identify whether the market is trending upwards, downwards, or entering a period of consolidation. Adaptive to Market Conditions: The Trend Tracker is not static; it dynamically adjusts as market conditions change. Whether the market is experiencing high volatility or moving through a quieter phase, the Trend Tracker remains responsive, continuously updating to reflect the most recent price action. This ensures that traders are always working with the most relevant information, making it easier to stay in sync with the market's true direction. ⚪  Trend Sentiment Trend Sentiment analyzes key price levels and market structure to determine whether the current market sentiment is bullish or bearish. By examining the direction and momentum of price movements, it provides a straightforward view of the market's overall trend direction. ⚪  Impulse Impulse monitors the market for sudden shifts in momentum, recognizing when the price is making a strong move that could lead to a trend continuation or a reversal. The feature is tuned to distinguish between regular market fluctuations and significant impulses. It focuses on the most meaningful price movements, ensuring that the signals you receive are relevant and actionable. █ Important Note Caution! Arithmetic candlesticks do not always reflect the actual price. Arithmetic uses smoothing and noise filtering to capture trends; hence, it might deviate from the actual close. It's important to understand that Arithmetic Candlesticks are intended to provide a clearer picture of trend direction rather than exact price levels. Therefore, they should not be used as a substitute for actual market prices, especially in scenarios like backtesting or precise trade execution where exact price data is crucial. Instead, use Arithmetic Candlesticks as a tool for understanding trends and overall market direction, while relying on actual price data for decisions that require precise price points. ----------------- Disclaimer The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
101
Z Algo (Expo)█ Overview Z Algo (Expo) is a sophisticated and user-friendly trading tool designed to meet the needs of both novice and seasoned traders. With its real-time signals, trend analysis, and risk management capabilities, this tool can be a valuable addition to any trader's toolkit. █ Main Features & How to Use Buy/Sell signals: Z Algo provides real-time buy and sell signals, which assist traders in identifying the most opportune moments to enter or exit a trade. Strong Buy/Sell signals: In addition to regular buy and sell signals, the tool also offers strong buy and sell signals. These are generated when the market conditions align with a higher probability of a significant price movement. Sniper Signals: This feature is specifically designed for contrarian traders who look to exploit temporary market inefficiencies or take advantage of price reversals. When enabled, Sniper Signals identify potential market turning points, offering traders the opportunity to profit from sharp price fluctuations. Reversal Cloud: The Reversal Cloud is a unique visual representation of the market's potential trend reversals. It offers traders an easy-to-understand display of changing market dynamics, enabling them to quickly identify potential entry and exit points based on trend reversals. Support and Resistance (S/R) Levels: Z Algo automatically calculates and displays support and resistance levels on the chart. These are crucial price points where buying or selling pressure may change, providing valuable insights for traders looking to enter or exit positions based on these levels. Trend Tracker: This feature helps traders monitor and analyze the prevailing market trend. Trend Tracker identifies and highlights the direction of the trend, allowing traders to align their strategies accordingly and increase their chances of success. Trend Background Color: To improve the user experience and simplify the interpretation of market data, Z Algo changes the chart's background color based on the identified trend direction. This visual cue makes it easier for traders to recognize bullish or bearish trends at a glance. Bar Coloring: In addition to the trend background color, Z Algo also provides bar coloring for both contrarian and trend bars. This feature helps traders visualize price movements and trends more effectively, enabling them to identify potential opportunities for both trend-following and contrarian trading strategies. Risk Management: The tool incorporates risk management features that help traders to protect their capital and maximize potential returns. Users can set stop-loss and take-profit levels, as well as customize their risk exposure according to their individual preferences and trading style. █ Calculations █ What are the Buy/Sell signals based on? The Buy/Sell signals use volatility and price range with a weighting function that can help reduce lag and respond faster to recent price changes. The function gives more weight to the most recent volatility values and absolute price changes, making the algorithm more responsive to changes in volatility and price moves. Using a model that factors in both price changes and volatility gives a bias toward more recent data. This advanced approach to trading signal generation incorporates the concepts of trend following and mean reversion while accounting for changing market volatility. Traditional systems often use fixed parameters, which may not adapt quickly to changes in market conditions. This can lead to late entries or exits, potentially reducing profitability or increasing risk. Our algorithm uses a weighting function to give more importance to recent volatility values, and absolute price changes can make these signals more responsive. This is especially useful in dynamic markets where price swings and volatility can change rapidly. Adapting to Recent Price Changes: Markets can often exhibit trending behavior over certain periods. By weighing recent price changes more heavily, the model can quickly identify and react to the emergence of new trends. This can lead to earlier entries in a new trend, potentially increasing profitability. Adapting to Recent Volatility Changes: Markets can shift from low to high volatility regimes (and vice versa) quite rapidly. A model that gives more weight to recent volatility can adapt its signals to these changing conditions. For example, in high volatility conditions, the model might generate fewer signals to reduce the risk of false breakouts. Conversely, in low volatility conditions, the model might generate more signals to capitalize on trending behavior. Adaptive Trading: The approach inherently leads to an adaptive trading system. Rather than using fixed parameters, the system can adjust its behavior based on recent market activity. This can lead to a more robust system that performs well across different market conditions. █ What are the Sniper signals (contrarian signals) based on? Our contrarian signals are based on deviation from the expected value. The algorithm quantifies the amount of variation or dispersion in a set of values. Non-expected values are the fundamental core of the signal generation process. █ Reversal Cloud Calculation The cloud uses the information of how much the price fluctuates over a specific time period and updates its equilibrium value automatically at new price changes. The price changes are used to predict what will happen next, and the band adapts accordingly. The algorithm assumes that past price changes can predict future market behavior. █ Support and Resistance (S/R) Levels Calculation The support and resistance levels use historical overbought and oversold levels combined with a weighted atr function to predict future support and resistance areas. This calculation can potentially give traders a great heads-up on where the price may find support and resistance at. █ Trend & Bar coloring Calculation Trend calculations with dynamic events are key in ever-changing markets. The main idea of the calculation method is to find the mathematical function that best fits the data points, by minimizing the sum of the squares of the vertical distances of each data point from the equilibrium. The outcome is a function that finds the best mathematical description of that data. Hence the trend output may vary depending on the asset and timeframe. A unique approach where the same settings can give different results. █ Risk Management Calculation The risk management system is not unique in itself and contains everything that can help traders to manage their risk, such as different types of stop losses, Take Profits calculations. ----------------- Disclaimer The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
83
Trend & Pullback Toolkit (Expo)█ Overview The Trend & Pullback Trading Toolkit is an all-encompassing suite of tools designed for serious traders who want a comprehensive trend approach. It empowers traders to align their strategies with prevailing market trends, thereby mitigating risk while maximizing profit potential. The Toolkit helps traders spot, analyze, and react to market trends, pullbacks, and significant trends. It combines multiple trading methodologies, such as the Elliott Wave theory, cyclical analysis, retracement analysis, strength analysis, volatility analysis, and pivot analysis, to provide a thorough understanding of the market. All these tools can help traders detect trends, pullbacks, and major shifts in the overall trend. By integrating different methodologies, this toolkit offers a multifaceted approach to analyzing market trends. In essence, the Trend & Pullback Toolkit is the complete package for traders seeking to detect, evaluate, and act upon market trends and pullbacks while being prepared for major trend shifts. The Trend & Pullback Toolkit works in any market and timeframe for discretionary analysis and includes many oscillators and features, but first, let us define what a cycle is: █ What is a cycle This involves the analysis of recurring patterns or events in the market that repeat over a specific period. Cycles can exist in various time frames and can be identified and analyzed with various tools, including some types of oscillators or time-based analysis methods. Traders must also be aware that cycles do not always repeat perfectly and can often shift, evolve, or disappear entirely. █ Features & How They Work Elliott Wave Cycles: This is a method of technical analysis that traders use to analyze financial market cycles and forecast market trends. Elliott Wave theory asserts that markets move in repetitive cycles, which traders can analyze to predict future price movement. The core principle behind the theory is that market prices alternate between an impulsive, or driving phase, and a corrective phase on all time scales of trend. This pattern forms a fractal, meaning it's a self-similar pattern that repeats regardless of the degree or size of the waves. The Elliott Wave Cycle Feature uses the principle of the Elliott Wave to identify trends and pullbacks in real-time. Ratio Wave Cycle: This method elaborates on the concept of how negative volatility, or the degree of variation in the negative returns of a financial instrument, influences the effectiveness of a relative price move. Essentially, it delves into the relationship between the negative fluctuations in the market and the resulting relative price change, exploring how the two aspects interact with each other. The central concept is that trends are generally more stable and predictable than rapid retracements. Therefore, the indicator calculates the relationship between these two market movements. By doing so, it establishes a trend-based identification system. This system aids in forecasting future market movements, allowing traders to make informed decisions based on these predictions. Essentially, it uses the calculated relationship to discern the overall direction (trend) of the market despite temporary counter-movements (retracements), thereby providing a more robust trading signal. Periodic Wave Cycle: Thi refers to patterns or events in price action that recur over a specific time period. Periodic cycles can range from short-term intraday cycles (like the tendency for stock market volatility to be high at the opening and close of trading) to long-term cycles trend cycles. Traders use this to predict future price movements and trends. By identifying the phases of a cycle, traders can predict key turning points in the market. Retracement Cycles: Retracements are temporary price reversals that occur within a larger trend. These retracements are a common occurrence in all markets and timeframes, representing a pause or counter-move within a larger prevailing trend. Retracements can be driven by a variety of factors, including profit-taking, market uncertainty, or a change in market fundamentals. Despite these periodic reversals, the overall trend (upwards or downwards) often continues after the retracement is complete. Fibonacci retracement functions are primarily used to identify potential retracement levels. Volatility Cycle: A volatility cycle refers to the periodic changes in the degree of dispersion or variability of a security's returns, expressed as a standard deviation or variance. This feature uses both measures. Strength Cycle: Gauges the power of a market trend and its inherent impulses. This feature offers a broad perspective on the cyclical nature of markets, which alternate between periods of strength, often referred to as bull markets, and periods of weakness, known as bear markets. It effectively tracks the direction, intensity, and cyclic patterns of market behavior. Let us define the difference between strength and impulse: Strength: This refers to the power or force behind a price move. In trading, this refers to the momentum or volume supporting a price move. Impulse: In the context of trading, an impulse usually refers to a strong move in price. Impulse moves are typically followed by corrective moves against the trend. Pivot Cycles: Pivot cycles refer to the observation of recurring price patterns or turning points in the market. Pivots can be defined as significant highs or lows that act as potential reversal or support/resistance points. Pivot point analysis helps traders understand the prevailing market sentiment. Overall, pivot cycles provide traders with a framework to identify potential market turning points and price levels of interest. █ How to use the Trend & Pullback Toolkit Elliott Wave Cycles Ratio Wave Cycle Periodic Wave Cycle Retracement Cycles Volatility Cycle: Strength Cycle Pivot Cycles █ Why is this Trend & Pullback Toolkit Needed? The core philosophy of this toolkit revolves around the popular adage in trading circles: "The trend is your friend." This toolkit ensures that you are always in sync with the trend, thereby increasing the chances of successful trades. Here's an overview of the key benefits: Trend Identification: The toolkit includes sophisticated algorithms and indicators that help identify the prevailing trend in the market. These algorithms analyze price patterns, momentum, volume, and other factors to determine the direction and strength of the trend. Risk Reduction: By enabling traders to trade with the trend, this toolkit reduces the risk of betting against market momentum. Profit Maximization: Trading with the trend increases the likelihood of successful trades. Advanced Analysis Tools: The toolkit includes tools that provide a deeper insight into market dynamics. These tools enable a multi-dimensional analysis of market trends, from Elliott Wave cycles and period cycles to retracement cycles, ratio wave cycles, pivot cycles, and strength cycles. User-friendly Interface: Despite its sophistication, the toolkit is designed with user-friendliness in mind. It allows for customization and presents data in easy-to-understand formats. Versatility: The toolkit is versatile and can be used across different markets - stocks, forex, commodities, and cryptocurrencies. This makes it a valuable resource for all types of traders. █ Any Alert Function Call This function allows traders to combine any feature and create customized alerts. These alerts can be set for various conditions and customized according to the trader's strategy or preferences. █ In conclusion, The Trading Toolkit is a powerful ally for any trader, offering the capabilities to navigate the complexities of the market with ease. Whether you're a novice or an experienced trader, this toolkit provides a structured and systematic approach to trading. ----------------- Disclaimer The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
34
Range & Trend (Zeiierman)█ Overview Range & Trend (Zeiierman) is a trend-first mapping of price that fuses an adaptive Range & Trend Line, a Trend Buffer (noise gate), a volatility-aware Trend Tracker, and optional Range Levels & Candles to reveal where trend is establishing, compressing, or handing off to a ranged regime. Execution is guided by graded Buy/Sell labels (Regular / Plus / Strong), structural HH/HL & LL/LH markers with optional Peak Profit readouts, and a multi-TF Timeframe Scanner for alignment. ⚪ Why This One Is Unique Unlike single-source trend lines, this version layers two orthogonal stabilizers: a Range & Trend core that adapts its band size to volatility and dispersion, and a dynamic smoothing buffer that dampens insignificant fluctuations, ensuring only meaningful trend movements affect signal output. Signals are graded (Regular / Plus / Strong) based on contextual conditions, allowing traders to gauge the conviction behind each trend event. Range Candles add regime context by coloring bars only when a statistically consistent range structure forms, highlighting potential consolidation or transitional market phases. A lightweight Timeframe Scanner completes the workflow, broadcasting alignment from intraday to daily without adding chart clutter. █ Main features ⚪ Range & Trend Line – Signal Generator Adaptive directional mapping forms the foundation of the system. It highlights the active trend through color transitions and generates graded Buy/Sell labels (Regular / Plus / Strong) to reflect the strength of confirmation. The line responds dynamically to volatility, revealing when momentum is expanding, stabilizing, or reversing. Unlike typical reactive signal tools, this model isolates only the most strong and meaningful trend transitions — those with the structural weight to establish or extend a new long-term directional phase. Each signal represents a filtered, high-conviction shift rather than a short-term fluctuation. ⚪ Trend Buffer (Noise Gate) A precision filter that smooths the core trend output and suppresses false flips caused by short-term noise. It enhances visual consistency and provides the confirmation layer used to promote Regular signals to Plus strength when agreement occurs between buffer and core. ⚪ Trend Tracker A trailing validation line that tracks directional health and trend persistence. It advances only in the direction of the active move, creating an adaptive stop-like reference. Tracker alignment helps identify trend exhaustion and contributes to Strong-grade signal confirmation. ⚪ Range Levels & Candles Contextual zones that identify periods of compression or balance. When a valid range forms, candles are shaded within it, distinguishing ranging environments from trending conditions. These zones help anticipate breakouts and define natural support and resistance areas. ⚪ Live Structure (HH/HL & LL/LH with Peak Profit) Displays real-time structural evolution — Higher Highs/Lows during uptrends and Lower Highs/Lows during downtrends. The optional Peak Profit label shows performance since the last regime change, offering an immediate view of current trend efficiency. ⚪ Timeframe Scanner A compact multi-timeframe alignment panel that visualizes bullish or bearish trend states across user-selected intervals. It provides fast confirmation of directional consensus, helping traders act only when the broader structure supports their chosen bias. █ How to Use ⚪ Range & Trend Line – Signal Generator The Range & Trend Line is the core signal engine — its color shifts mark confirmed directional changes. This is where the system produces the graded Buy/Sell signals shown as ▲ / ▼ labels. Each grade reflects how many internal layers agree at the moment of signal creation: Regular (▲ / ▼) – Triggered by a confirmed flip in the Range & Trend core. It appears when the base trend direction changes and is the earliest signal of potential reversal. Plus (▲ + / ▼ +) – Requires the Trend Buffer to confirm the same direction. This upgrade indicates stronger trend agreement and higher reliability. Strong (▲ ++ / ▼ ++) – These are high-conviction continuation signals and typically occur after structural confirmation. How to trade them: Regular signals provide early awareness; Plus signals suggest confirmation; Strong signals mark trend maturity or high-probability continuations. Always trade in the direction of the prevailing trend. Use the Trend Buffer or Live Structure to confirm the dominant directional bias before acting on a signal. ⚪ Support and Resistance The Range & Trend Line and the Buffer Line can act as dynamic support and resistance zones. Price often reacts around these levels, confirming whether the current move is continuing or losing strength. Look for confirmation or rejection signals near these lines. Reactions around them often mark key decision points within the active trend. ⚪ Range Levels & Candles Highlights when price enters structured consolidation zones. Candle coloring activates only inside validated ranges, helping to identify areas that show the typical characteristics of a ranging market. These zones visually separate balanced conditions from active trends and provide context for potential transitions. Watch how price reacts around the upper and lower range levels. Look for false or confirmed breakouts, and expect price to move between these boundaries until a clear breakout develops. Range edges can also serve as practical entry or stop zones. █ How It Works ⚪ Range & Trend Core The main engine that defines the chart’s directional trend line. It adapts to changing market conditions, showing a smooth and reliable view of trend strength and direction. Calculation: Builds a range-adaptive structure whose width adjusts with current volatility. The core moves toward new highs or lows but limits pullbacks to avoid false shifts. Several smoothing methods work together to create a steady, low-lag trend path. ⚪ Trend Buffer (Noise Gate) A stabilizing layer that keeps the main trend line steady when price noise increases. It improves visual clarity and helps confirm true direction before a trend update appears. Calculation: Uses a feedback-based update that reacts more when movement is strong and less when noise dominates. This lets the buffer ignore minor fluctuations while staying responsive to real trend changes. ⚪ Trend Tracker A support line that follows the main move and helps confirm when a trend remains intact. It also serves as a guide for managing active positions. Calculation: Applies a one-way trailing system that only moves in the direction of the trend. The offset adjusts with volatility, keeping a consistent distance that tightens or widens with market energy. ⚪ Buy/Sell Signal Engine (Regular / Plus / Strong) The signal system that classifies entries by strength and confirmation level. It reacts to real-time trend changes while filtering weak reversals. Calculation: Detects state flips in the Range & Trend Core, checks for agreement with the buffer, and rates each signal by historical pattern support. Higher-grade signals appear only when several layers confirm continuation strength. ⚪ Range Levels & Candles Identifies short-term balance zones and highlights candles within those areas. These zones show where price pauses before the next directional move. Calculation: Finds upper and lower range limits based on recent highs and lows, confirming only when several bars form a stable zone. Candle colors and level lines extend slightly forward to show likely reaction areas. ⚪ Swing Points & Peak Profit Marks key turning points and measures performance since the last reversal. It helps track the strength and duration of each movement. Calculation: Keeps a short memory of recent pivots and updates only when a new high or low replaces the last one. The percent distance from the last flip to the current bar defines the live Peak Profit reading. ⚪ Timeframe Scanner & Alert Aggregator Combines directional data from multiple timeframes into a single view. Alerts trigger only when all selected timeframes agree. Calculation: Gathers the trend state from each timeframe, converts it to a simple up or down value, and compares the results. When every layer matches your chosen direction, one clear, high-confidence alert is sent. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
43
Cumulative Delta (Zeiierman)█ Overview Cumulative Delta (Zeiierman) transforms raw volume and price data into a continuous buying and selling pressure narrative. Instead of treating volume as a static total, it accumulates the net delta (buying vs. selling activity) bar by bar, revealing whether real demand is supporting or contradicting price movement. This tool bridges microstructure-based order flow concepts with high-level market trend modeling, offering a refined look beneath traditional candles. The indicator visualizes cumulative trade imbalance over time, layering it with adaptive confirmation lines, impulse recognition, and trend filtration. The result is a refined map of volume–price interaction that identifies hidden strength, fading momentum, or early accumulation before visible reversals occur. This tool is designed for multi-context use — intraday scalping, swing confirmations, or structural bias analysis — offering a precise view of participation flow beneath price behavior. ⚪ Why This One Is Unique Unlike conventional delta indicators, this version incorporates adaptive smoothing, multi-source delta modeling, and contextual confirmation layers that dynamically adjust based on both volume and price displacement. Its framework is powered by a volume re-normalization algorithm, combined with multi-dimensional weighted mapping between price flow, volume imbalance, and trend inertia. █ Main feature: Cumulative Delta Candle The Cumulative Delta Candles visualize how each bar’s internal buying vs. selling pressure builds over time. They represent volume-weighted displacement vectors of market aggression — when buyers dominate, the delta accumulates upward; when sellers dominate, the cumulative curve decays. Signal and confirmation overlays transform this raw delta motion into a structured view of market conviction, helping traders identify early inflows, exhaustion points, or continuation pressure. █ How to Use ⚪ Trend Following The Cumulative Delta is an effective tool for identifying who controls the market trend. When delta candles remain above the midline, buyers are in control. Conversely, when delta candles stay below the midline, sellers dominate. Strong trends are identified when delta candles consistently cluster near the upper or lower levels, indicating sustained directional pressure in that trend’s favor. ⚪ Fading Momentum The delta can also be used to detect waning momentum. If delta candles are above the midline but turn red with a declining slope, it signals that the current bullish move is losing strength. If delta candles are below the midline but turn green with an upward slope, it suggests that bearish momentum is weakening. ⚪ Pullback Trading To identify pullbacks, combine the overall trend of the Cumulative Delta candles with the Signal Line. Set the Signal Line length to 2 to create a fast-reacting delta line suitable for pullback detection. Bullish Pullback When the Cumulative Delta remains above the midline or near the upper level, and the Signal Line briefly dips below the midline or touches the lower level before sharply reversing upward, it signals a bullish pullback within an ongoing uptrend — a potential buy opportunity. Bearish Pullback When the Cumulative Delta stays below the midline or near the lower level, and the Signal Line briefly rises above the midline or touches the upper level before sharply turning downward, it indicates a bearish pullback within a downtrend — a potential sell opportunity. ⚪ Momentum Trading Impulse Dots highlight sudden bursts of momentum in either direction. When they appear around key breakout levels, they may signal the start of a strong move or breakout. However, if impulses appear after an extended trend, they often indicate potential exhaustion or reversal. Always evaluate impulse signals within the broader market context to confirm their validity. ⚪ Up-Tick and Down-Tick Signals The Up-Tick Signal confirms a possible shift or strengthening in bullish order flow. It frequently appears near local swing lows, suggesting increased buying pressure. The Down-Tick Signal confirms potential bearish order flow. It often forms around local swing highs, signaling growing selling pressure. ⚪ Volume Signals Volume Signals are derived from delta activity to help traders identify volume-based trend entries. They occur only in confirmed trends and serve as trend continuation triggers. Bullish Volume Signal: When triggered, enter at candle close and use the built-in trailing stop to manage risk. Exit the trade when the Signal Line crosses below the midline again. Bearish Volume Signal: When triggered, enter at candle close and use the trailing stop to follow the move downward. Exit the trade when the Signal Line crosses above the midline again. █ How It Works ⚪ Delta Accumulation Each candle’s internal buy/sell pressure is estimated using a price–volume ratio model. The resulting delta is accumulated over time to form the Cumulative Delta Curve, showing whether buyers or sellers are in sustained control. Users can select Estimated, Volume Data, or Enhanced modes to align the delta calculation with their preferred market source. Calculation: Applies Cumulative Delta Integration — a continuous summation of signed volume over time with conditional price weighting. This produces a running measure of net buying or selling activity that evolves dynamically with market flow. ⚪ Signal & Confirmation Lines The Signal Line reacts faster, acting as a short-term direction probe. The Confirmation Line lags slightly, validating the persistence of the delta trend. Crossovers between these lines frequently precede structural price rotations. Calculation: Implements Multi-Phase Weighted Moving Functions, layering WMA/EMA structures to control smoothness and minimize phase lag between the fast and slow components. ⚪ Impulse & Momentum Bursts The Impulse Engine detects statistically significant bursts in delta energy — high-magnitude expansions that often precede breakouts or reversals. Each impulse is colored according to directional bias, helping visualize moments of strong conviction or exhaustion. Calculation: Uses Impulse Response Functions, nonlinear filters that measure delta acceleration (Δ²δ/Δt²) to isolate momentum shifts and highlight transient bursts in order flow intensity. ⚪ Trend Layer & Filter A built-in trend filtration algorithm ensures that bullish and bearish signals only appear when aligned with the dominant trend. The Trend Tolerance setting controls how much short-term noise the filter allows before declaring a trend change — effectively balancing agility vs. stability. Calculation: Applies Trend Vector Regression, estimating directional slope and deviation using log-based least squares modeling to extract the dominant directional vector from noisy flow data. ⚪ VWAP–EMD Trend Core The main trend estimation engine fuses Volume-Weighted Average Price (VWAP) logic with an Empirical Mode Decomposition (EMD) smoother, creating a non-linear, adaptive response curve. This enhances directional clarity while preserving microstructural sensitivity to shifts in flow balance. Calculation: Constructs a VWAP–EMD Composite Curve, merging volumetric centroids with intrinsic mode decomposition for adaptive mean tracking and dynamic equilibrium modeling. ⚪ Trailing Stop & Risk Structure Once a volume-based entry signal appears, a dynamic trailing stop is automatically drawn. It adapts to volatility and follows price movement, helping visualize optimal exit zones, stop hits, and locked profit regions. █ Any Alert Function Call The Any Alert Function Call system transforms the indicator into a programmable alert engine: Combine multiple triggers (Crossover, Trend Flip, Impulse, Tick, TSL Hit, Volume Signal). Detect slope, midline, or same-direction confirmations. Customize messages with placeholders like {{ticker}}, {{close}}, {{volume}}, and {{time}}. Build complex conditional alerts — such as Bull Volume Signal → TSL Hit — without editing the code. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
110
Reversal Algo (Zeiierman)█ Overview Reversal Algo (Zeiierman) is an adaptive reversal and momentum detection system that helps identify hidden turning points, pressure zones, and changes in market direction. It brings together advanced modeling techniques such as dynamic volatility bands, adaptive trend tracking, and momentum-based confirmation signals into one clear, visual framework. Unlike traditional reversal indicators that depend on static oscillators or fixed levels, this tool adapts in real time to market movement. It tracks volatility and directional flow to reveal when momentum is building, slowing down, or preparing to reverse. Whether applied to short-term scalping, swing positioning, or macro structural validation, this tool provides an adaptive analytical environment that translates complex price dynamics into actionable context. ⚪ Why This One Is Unique This version of Reversal Algo employs multi-domain adaptive modeling, combining envelope projection, trend inertia estimation, and contrarian equilibrium tracking within a single structure. Its framework merges nonlinear smoothing manifolds with volatility-compensated directional phase mapping, allowing it to evolve with shifting market states rather than react to them. Optional AI-driven optimizations enhance precision in unstable regimes by dynamically reshaping envelopes and tracking lines around localized flow curvature. █ Main Features ⚪ Reversal Cloud The Reversal Cloud highlights areas of potential expansion, compression, and turning points in price. It adapts to volatility by expanding when markets become unstable and tightening during periods of calm, creating a visual map of market rhythm and elasticity. When the Cloud widens, it often signals exhaustion or increased turbulence; when it narrows, it suggests balance or an upcoming breakout. With AI mode enabled, the Cloud automatically fine-tunes its shape to align with live price behavior, keeping its structure responsive and accurate. ⚪ Reversal Signals Reversal Signals are designed to identify potential market turning points with precision. They combine multiple layers of price behavior—momentum shifts, directional changes, and balance-point deviations—to highlight areas where reversals are statistically more likely. To reduce false clusters, the system intelligently filters out repeated signals within a short time window. ⚪ Reversal/Exit Points Reversal/Exit Points appear as small, color-coded dots above or below candles. They signal moments where price momentum slows or where the system detects a potential shift in directional strength. These markers are often found near short-term highs or lows, making them ideal for identifying profit-taking zones, re-entry setups, or early warnings of a possible reversal. ⚪ Trend Framework The Trend Framework provides a clean visualization of the market’s prevailing direction. It smooths out short-term noise to reveal the core trend structure, showing when the market is expanding, contracting, or transitioning between phases. This framework helps traders quickly see whether price action supports continuation or if the trend is weakening. ⚪ Trend Tracker Line The Trend Tracker Line is a highly responsive trend detector that reacts quickly to shifts in momentum. It adapts dynamically to volatility, providing an accurate real-time view of directional acceleration and deceleration. This helps traders spot early changes in market tone and evaluate whether a move has the strength to continue. When AI mode is enabled, the line automatically adjusts its sensitivity to remain stable and consistent across different market conditions. ⚪ Contrarian Bar Coloring Contrarian Candle Coloring enhances chart readability by visually distinguishing strength from weakness. Green bars highlight areas of building upward momentum, while red bars point to potential pressure or exhaustion. The system continuously adapts its color transitions to reflect subtle momentum shifts, making it easier to recognize when the market is gaining or losing conviction. An optional AI mode fine-tunes these transitions to match the current market rhythm, ensuring that candle coloration always reflects the underlying flow of strength and weakness. █ How to Use ⚪ Reversal Trading The primary purpose of the indicator is to identify reversal opportunities in the market. Reversal or contrarian trading means entering positions against the current directional move in anticipation of a fade or trend rotation. This approach often occurs in high-volatility environments, so it is important to widen your stops, reduce your initial position size, and, if appropriate, scale or average into positions carefully rather than committing all capital at once. The Reversal Algo provides predefined Buy and Sell signals designed to highlight potential market peaks and troughs. While these signals are highly accurate, they are not meant to call every top or bottom perfectly. In a strong trending market, several reversal signals may appear consecutively before the market fully turns. ⚪ Reversal Signal + Candle Coloring Combine Reversal Signals with Contrarian Candle Coloring for added confirmation. A practical approach is to wait for a Reversal Signal and then look for a color shift in the candles (for example, from contrarian-colored to standard candles). This color transition acts as confirmation that the active move may be losing strength and that a reversal could be underway. ⚪ Reversal Signals + Reversal Cloud Consider taking reversal entries only when price interacts with the Reversal Cloud boundaries. The Cloud’s upper and lower layers act as dynamic resistance and support zones. When a Reversal Signal appears near or immediately after price rejection from one of these layers, it adds structural confirmation to the setup and strengthens the case for entry. ⚪ Reversal Signals + Key Levels One of the most effective ways to trade Reversal Signals is by combining them with key price levels, such as the previous day’s high, low, or close. If price rejects one of these levels while a Reversal Signal prints simultaneously, the confluence of the two events serves as strong validation for a potential turning point. ⚪ Take Profit The Reversal/Exit Points can function both as entry confirmations and as take-profit zones. If a Reversal Signal was missed but a new Reversal/Exit Point appears near a peak or trough, it can indicate a late-entry opportunity aligned with exhaustion behavior. These dots are most powerful as profit-taking signals. Since they form near local highs and lows, they often mark regions of temporary imbalance where reversals are likely. When a Reversal/Exit Point forms in the opposite direction of your current position, consider taking partial profits or tightening stops to lock in gains while maintaining participation in the broader move. █ How It Works ⚪ Reversal Cloud Engine The Reversal Cloud defines the dynamic upper and lower boundaries of market elasticity by transforming recent price displacements into a smooth volatility field. Through multi-layered envelope modeling, it constructs a continuous topology of expansion and compression zones, revealing where directional energy accumulates or dissipates. Calculation: Uses layered volatility envelopes that adapt to changing market speed and expansion. A built-in alignment mechanism keeps the upper and lower bands synchronized, while optional AI optimization adjusts the symmetry of the cloud based on short-term directional bias. ⚪ Trend Tracker System The Trend Tracker isolates directional persistence by modeling angular displacement of price flow over adaptive temporal curvature. It interprets slope evolution as a continuously evolving directional vector field, capturing both acceleration and deceleration within the active regime. Calculation: Applies adaptive slope modeling to estimate the dominant direction of price flow. The system smooths fluctuations dynamically while maintaining responsiveness to significant shifts in trend velocity. When AI mode is active, an intelligent weighting adjustment refines the tracker’s equilibrium bias for better phase synchronization. ⚪ Trend The Trend module projects a dual-polarity directional lattice, distinguishing constructive (positive) and distributive (negative) flow environments. It defines equilibrium corridors that expand and contract with evolving trend geometry, offering visual feedback on regime strength and transition probability. Calculation: Uses weighted directional regression to estimate upper, middle, and lower trend layers. Each structure is color-coded based on price slope and relative position, creating a continuous and easy-to-read trend map. ⚪ Contrarian Bar Coloring Engine Contrarian bar coloring converts raw bar data into a slope-weighted momentum matrix, visually encoding thrust versus decay phases in real time. It acts as a microstructural interpreter of price inertia, identifying acceleration clusters and momentum fatigue through color transitions. Calculation: Combines slope analysis and volatility normalization to evaluate how strong or weak each price bar is relative to its trend. The results are reflected in real-time color changes that emphasize momentum strength and fatigue. ⚪ Reversal/Exit System Reversal and Exit Points are derived from an evolving volatility-based trail that tracks directional exhaustion and reversion potential. These markers visualize transitions in directional energy—helping traders anticipate trend slowdowns or reversal probabilities. Calculation: Constructs an adaptive volatility trail that contracts as directional momentum weakens. A state-aware detection model identifies inflection points where pressure changes polarity, producing the plotted up/down dots that mark possible reversals or exits. This ensures that each signal dynamically reflects real-time shifts in market energy rather than static thresholds. ⚪ Reversal Signals Core The Reversal System’s entry framework is designed for precision. It combines several layers of short-term momentum analysis into clear, directionally aligned signals. By balancing different market speeds and measuring how far the price moves from its equilibrium, it identifies high-probability areas where trends may continue or reverse. Calculation: Implements a composite synchronization framework that aligns short-term momentum phases with equilibrium drift and directional bias. Redundant triggers are filtered out through temporal separation logic, ensuring only the most distinct and reliable signals are displayed. Adaptive thresholds adjust automatically based on volatility and trading mode, maintaining signal consistency across scalp, intraday, and swing environments. ⚪ AI-Adaptive Optimization Layer The AI layer refines selected modules — Reversal Cloud, Trend Tracker, and Contrarian Candles — by continuously recalibrating their internal weighting curves according to volatility structure and price curvature. It acts as an intelligent stabilizer that adjusts smoothing depth, boundary stiffness, and gradient bias dynamically. Calculation: Utilizes a Context-Aware Kernel Adjustment Engine, estimating curvature variance and phase imbalance to auto-tune envelope response. The model performs iterative self-alignment to preserve directional fidelity under rapidly changing flow dynamics. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
92
Institutional Patterns (Zeiierman)█ Overview Institutional Patterns (Zeiierman) reveals how large participants quietly shape market structure. It transforms price, volume, and momentum into a unified view of institutional activity, helping traders see beyond surface volatility to understand where meaningful capital is entering or exiting the market. The indicator operates through two primary layers: Pre-Institutional Activity, which highlights early accumulation or distribution before trends emerge, and Institutional Activity , which visualizes active participation once those trends are underway. Each layer combines flow signals from momentum, trend, and volume domains into an adaptive map of market behavior. The result is a fluid representation of how professional money interacts with price, showing when participation is strengthening, fading, or shifting direction. ⚪ Why This One Is Unique Traditional “smart money” indicators focus on one aspect of market behavior. Institutional Patterns blends multiple adaptive models into a single, self-adjusting framework that evaluates participation strength and direction dynamically. Its internal flow engine rebalances several momentum and volume dimensions based on changing volatility and structure. This allows it to remain stable in trending environments while still sensitive to early signs of accumulation or exhaustion. Traders gain a clear sense of whether the underlying flow supports or contradicts visible price action. █ Main Features ⚪ Smart Money Flow Smart Money Flow provides a multi-dimensional view of how institutional participation evolves beneath price action. It combines several adaptive models that represent different aspects of market behavior—momentum, volatility balance, trend inertia, and volume displacement—into a single synchronized flow structure. When the flows move together, it shows unified institutional behavior; when they diverge, it signals redistribution, exhaustion, or hidden accumulation. The flow visualization reacts dynamically to volatility shifts, helping traders detect the strength or fragility behind visible price trends. ⚪ Institutional Activity Layer The Institutional Activity Layer transforms the collective signals of Smart Money Flow into a coherent measure of institutional intent. It visualizes where capital is entering or exiting positions in real time. Each activity pulse represents the depth of institutional engagement, filtered through adaptive volatility scaling. Green regions highlight expansion phases when capital is building into strength, while red regions indicate contraction or controlled distribution. This layer bridges the gap between short-term trader behavior and long-term professional positioning, providing a clear and adaptable view of where meaningful market participation truly resides. ⚪ Key Terms Accumulation vs. Distribution These terms describe what large participants are doing, not necessarily whether price is going up or down at that moment: Accumulation: Institutions are building long exposure—quietly buying over time, often during a sideways or suppressed market phase, before a larger uptrend. Distribution: Institutions are building short exposure or unloading longs—selling gradually into strength, often during or near the end of an uptrend. In a Uptrend Context During an uptrend, institutions often accumulate early and distribute later. Accumulation occurs when large players are building long positions during consolidation or pullbacks, preparing for the next upward leg. Distribution takes place when they begin offloading those long positions into strength, gradually selling to retail demand near or after market peaks. In a Downtrend Context Even in a downtrend, both processes can still occur. When large players are adding short positions at higher levels, this represents distribution, as they are distributing supply into the market as the price attempts to rally. When institutions begin covering shorts or quietly building new long exposure for a future recovery, that marks accumulation, reflecting strategic buying while price remains weak and undervalued. █ How to Use ⚪ Trend Following The simplest way to use the indicator is to look for alignment across the Smart Money Flow components. When most of the flows align in green, it signals strong buying pressure and confirms that institutional participation supports the uptrend. This is the ideal environment for trend-following trades in the direction of strength. When most flows align in red, it indicates dominant selling pressure and active distribution, suggesting short opportunities aligned with the prevailing downtrend. ⚪ Pullbacks Pullbacks can be identified when the Leading Flow begins to diverge from the primary Smart Money Flow. If the main flow remains bullish (green) but the leading flow temporarily turns bearish (red), it often marks a short-term retracement within an uptrend. This phase can offer re-entry opportunities for long positions once the flows realign. In a downtrend, the opposite applies. If the main flow remains bearish (red) and the leading flow turns bullish (green), it signals a temporary countertrend bounce that may provide short re-entry points after the correction fades. ⚪ Breakouts Breakouts are best confirmed by the Institutional Activity Layer. A bullish breakout occurs when institutional activity spikes above a breakout level with clear green intensity, confirming active capital expansion and strong follow-through potential. Conversely, a bearish breakout is confirmed when institutional activity rises below a breakdown level with strong red intensity, signaling renewed distribution and a potential continuation of the downtrend. ⚪ Reversals Institutional activity can also reveal potential reversal zones. If red or pink activity appears after an extended downtrend or near a lower trading range, it may indicate accumulation and an upcoming bullish reversal. If green or aqua activity forms after a prolonged uptrend or near upper resistance levels, it may signal distribution and the beginning of a bearish reversal. Note: These signals can be the first sign of a potential reversal, but they still need confirmation before taking action. ⚪ Squeeze Detections Squeeze conditions occur when volume flow begins to diverge from the primary trend, showing early signs of trapped positioning. If volume flow turns bullish while price and trend flow remain bearish, it suggests buyers are stepping in early. If the price then accelerates downward, longs get trapped and start closing positions, triggering a long liquidation that further fuels the drop. If volume flow turns bearish while price and trend flow remain bullish, it signals early selling pressure. If the price then pushes higher, shorts begin exiting to limit losses, causing a short squeeze that amplifies the upward move. █ How It Works ⚪ Flow Integration Framework The indicator combines several flow components into a single activity field using advanced normalization and smoothing logic. Each flow—trend, momentum, oscillator, and volume bias—contributes a weighted directional influence. These are blended into a balanced structure that represents the strength and direction of institutional behavior across time. Calculation: Employs multi-domain normalization and weighted signal blending to synchronize phase, reduce noise, and maintain a coherent directional bias across all flow sources. ⚪ Institutional Activity Core At the core of the system is a volatility-adaptive activity model that interprets both price displacement and volume footprint asymmetry. It measures how trade flow diverges from recent equilibrium and translates that divergence into a refined intensity signal. The model reacts dynamically to imbalances between buying and selling pressure (delta), revealing whether institutional flow is accumulating into strength or distributing into weakness. Calculation: Utilizes a dynamic volatility envelope combined with delta-weighted response mapping to translate footprint imbalances into a smooth, self-adjusting participation curve. ⚪ Pre-Institutional Detection Engine The early detection engine isolates latent footprint formations and delta transitions that occur before price movement becomes visible. It examines structural variance, order-flow dispersion, and volatility compression to pinpoint areas where large participants begin to build or unwind positions. Calculation: Applies entropy-weighted variance mapping and flow compression analysis to reveal pre-breakout regions of capital absorption or release. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
41
Breakout & Trend & Scalping (Zeiierman)█ Overview Breakout & Trend & Scalping (Zeiierman) transforms time, volume, and trend behavior into a unified visual framework for identifying market expansion, compression, and breakout phases. Instead of viewing price as an isolated movement, the indicator reinterprets it as a continuous relationship between time-driven flow, volume displacement, and trend momentum. The system constructs a hybrid analytical field using OBV-based flow modeling, time–trend alignment, and adaptive candle smoothing, providing a clear and fluid representation of both breakout probability and structural trend strength. This advanced framework adapts to different market contexts, including intraday scalping, swing-trend validation, and multi-timeframe continuation analysis, revealing how volume and trend energy accumulate before volatility expansion. ⚪ Why This One Is Unique Unlike conventional breakout or trend indicators that rely solely on price or volatility, this tool integrates time-weighted OBV mechanics, multi-timeframe trend correlation, and volatility-normalized candle transformation. Its design leverages an adaptive Time–Trend Integration Engine that adjusts dynamically based on the selected timeframe and method. The result is a fluid, self-normalizing view of market rhythm, capturing not only the visible structure of trends but also the hidden buildup of momentum that precedes breakouts. █ Main Feature: BTS Adaptive Candle System The BTS Adaptive Candle System unifies time-based and trend-based flow analysis into a single visual model of market behavior. It synchronizes short-term momentum with long-term trend equilibrium, revealing how volume and directional energy evolve across different temporal structures. The flow is inherently adaptive. During stable phases, it compresses volatility to emphasize directional persistence and trend continuity. When acceleration builds, it expands to highlight breakout potential and the ignition of new momentum. Green-to-red and (red-to-green) transitions indicate shifts in order-flow dominance, while color intensity reflects the relative strength of participation. The built-in smoothing system filters out random noise while maintaining fast response to emerging direction, making the BTS Candle System equally effective for scalping precision, breakout confirmation, and long-term trend tracking. █ How to Use ⚪ Trend Trading Bullish trends appear when candles remain near the top of their range with bright, steady coloration. This structure shows sustained accumulation and consistent trend support. Fading color or mixed tones suggest short pauses or shallow pullbacks within an ongoing uptrend. Bearish trends form when candles cluster near the lower range and deepen in red intensity, reflecting growing selling pressure. Consistent red sequences mark continued distribution, while lighter tones or brief color shifts often precede corrective bounces within a broader downtrend. ⚪ Trend Change Trading When a large BTS candle crosses the midline, it often marks a decisive shift in market control. A strong candle breaking above the midline reflects dominant buying flow and the early phase of bullish momentum, often signaling the start of a new upward trend. Conversely, when a large candle drops below the midline, it shows dominant selling pressure and the potential beginning of a downward cycle. These midline transitions represent key moments where institutional flow changes direction. A rapid color shift or fading saturation in candles around these areas frequently precedes a trend reversal or volatility breakout, making them powerful confirmation points for both breakout and trend-change strategies. ⚪ Retracement/Pullback Trading When BTS candles remain green or turn light yellow near the midline, it indicates balanced momentum as price consolidates during a temporary retracement. A renewed shift back to bright green candles from this area often signals the end of the pullback and the continuation of the uptrend. In a downtrend, when BTS candles shift to light yellow or fade toward the midline, it shows a temporary slowdown in selling pressure as the price retraces upward. A return to deep red candles after this brief balance phase confirms renewed selling momentum and continuation of the prevailing downtrend. ⚪ Breakout Trading Big candles in the BTS indicate a shift in control. If this occurs around a resistance level, there is a high chance that price will break out upward. Similarly, if a large downward BTS candle appears near a support level, there is a high chance that a bearish breakout will follow through. █ How It Works ⚪ Integrated Market Framework The BTS system merges time, trend, and volatility behavior into a single adaptive flow field. It constantly balances fast and slow market components, maintaining a smooth equilibrium between short-term reactions and long-term structure. Calculation: Uses normalized scaling and adaptive synchronization to align directional momentum across changing market states. ⚪ Core Trend Engine At its center, the model interprets how price movement evolves within its volatility range. It tracks shifts in directional energy and transforms them into a stable momentum surface that highlights both trend continuation and turning points. Calculation: Applies equilibrium-based mapping to sustain consistent directional flow even during market acceleration or compression. ⚪ Volatility Envelope System The indicator forms a dynamic envelope around price movement, expanding and contracting with the current market speed. These zones reflect where energy concentrates or fades, helping visualize breakout potential and exhaustion levels. Calculation: Adapts envelope boundaries through volatility-responsive scaling and balanced symmetry control. ⚪ Adaptive Time Modes Two adaptive modes — Time and Trend — control how the model responds to changing conditions. The system automatically adjusts its responsiveness, allowing it to behave as a fast scalping model or a slow trend tracker without losing structural balance. Calculation: Dynamically modifies its internal scaling to maintain equilibrium between speed and smoothness across selected timeframes. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
30
Buying/Selling Pressure & Trend Strength/Direction (Expo)"Trading in the direction of a strong trend reduces risk and increases profit potential." Buying/Selling Pressure & Trend Strength/Direction (Expo) identifies the current buying and selling pressure which easily can be compared to each other to get a feel about if the buyers or the sellers dominate the market. The indicator is also used to determine when the price is trending strongly and where there is a high probability for a pullback or trend reversal. Red line = Selling Pressure Green line = Buying Pressure Limit Value -- Trend Strength 0-200 -- Absent or Weak Trend 200-400 -- Strong Trend 400-600 -- Very Strong Trend 600-1000 -- Extremely Strong Trend (High probability for a pullback or trend reversal) The limit values can differ some from crypto/currencies/stocks/indices, you can adjust the limits so that it matches the instrument. (but in general, the standard limit works perfectly). The indicator displays the following: Buy/Sell pressure. When you should start looking for support/resistance levels. Momentum. Trend & which strength the trend has. Geometric trend strength (Green/Red Triangles). "Heads-up" pullback/reversal - signals (Thicker buy/sell lines). ♦ Geometric trend is a unique way to calculate trend strength and does only occur in specific circumstances. When it does, the trend is extremely strong or it's a sign of trend exhaustion. It's always good to start looking for potential reversal points when the market is in this mode, especially if a major support/resistance levels/zones are close. ♦ "Heads-up" pullback/reversal - signals identify areas where a pullback or a reversal can occur, and if this signal comes when the buying/selling pressure is above the limit value 600 a pullback/reversal is likely. DIVERGENCES All types of oscillators produce divergences and so does Buying/Selling Pressure & Trend Strength/Direction (Expo). Divergences occur when the oscillator deviates from the trending price action. Bullish divergence is then when the trending price makes a lower low but the oscillator makes a higher low. Bearish divergence is then when the trending price makes a higher high but the oscillator makes a lower high. ♢ ♢ The indicator is simple to understand and use. It can be used standalone or as a part of your current trading strategy. ♢ ♢ HOW TO USE 1. Use the indicator to identify buying and selling pressure. 2. Use the indicator to determine the trend strength. 3. Use the indicator to confirm the existence, or a continuation, of a trend or a trend reversal. 4. Use the indicator to identify trend exhaustion. 5. Use the indicator to identify divergences. INDICATOR IN ACTION Daily chart I hope you find this indicator useful , and please comment or contact me if you like the script or have any questions/suggestions for future improvements. Thanks! I will continually work on this indicator, so please share your experience and feedback as it will enable me to make even better improvements. Thanks to everyone that has already contacted me regarding my scripts. Your feedback is valuable for future developments! ----------------- Disclaimer Copyright by Zeiierman. The information contained in my scripts/indicators/ideas does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individual’s trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My scripts/indicators/ideas are only for educational purposes! ----------------- ACCESS THE INDICATOR • Contact me on TradingView or use the links below
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
60
Bellcurves (Zeiierman)█ Overview Bellcurves (Zeiierman) models impulse-driven expansion and contraction in price using a pair of adaptive “Bellcurve” flows (positive/negative), momentum dots, a sensitivity/normalization layer, pre-alerts, decline detection, and a built-in divergence suite. Instead of treating every bar equally, it builds scale-aware impulse fields from a weighted price source, normalizes them into comparable magnitudes, and then highlights impulse clusters, pre-alerts (rising pressure), and impulse declines. These waves behave like impulse envelopes: when expansion persists, columns cluster and momentum dots fire; when pressure fades, decline signals and divergences appear. Use it to spot the first thrust of a new leg, the final push before exhaustion, or quiet accumulation/distribution within ranges. ⚪ Why This One Is Unique Bellcurves (Zeiierman) combines several adaptive mechanisms into a single, self-tuning framework that captures both momentum expansion and directional decay. Its dual Bellcurve core extracts directional strength through asymmetric smoothers and non-linear amplification, isolating genuine impulses from random volatility. A Quick-Response mode enhances sensitivity in fast markets, while the normalization layer preserves consistency across instruments and timeframes. █ Main features ⚪ Bellcurves The Positive and Negative Bellcurves form the foundation of the indicator, visualizing directional expansion in price. Each curve is derived from weighted price dynamics and transformed into an adaptive field that expands with trend acceleration and contracts during exhaustion. Displayed as column waves (or oscillator-style), they reveal the rhythm of market impulses; steady clustering denotes continuation, while isolated bursts or fading peaks hint at potential reversals. Price Acceleration Trend Acceleration Note: To visualize trend acceleration and sustained high-momentum trends, increase the Bellcurve Trend Length parameter to 200. This setting emphasizes long-term directional strength and filters out short-term noise. Reversals ⚪ Impulse Dots Impulse Dots mark the first and last bursts within a momentum cluster. Detected through adaptive clustering logic, these dots appear as green (positive) or red (negative) signals that often coincide with early breakouts or terminal exhaustion zones. Traders can interpret the first dot as potential momentum ignition. Alerts are provided for each stage, enabling fast reaction to shifting impulse conditions. ⚪ Divergences The built-in Divergence Engine automatically identifies regular bullish and bearish divergences between price and the Bellcurves. By analyzing the declining and rising segments of the curves, it detects subtle mismatches between price movements and underlying impulse strength. █ How to Use ⚪ Trend Trading The Bellcurves help visualize the rhythm of market trends through alternating Positive (green) and Negative (red) Bellcurves. These represent periods of directional expansion when momentum builds and contraction when momentum fades. Tip: To enable the Trend Bellcurves, increase Bellcurve Trend Length to 100–200. To detect regime shifts earlier, consider enabling Quick Response to respond more quickly to emerging trends. Positive Trend (Green Bellcurve): Indicates bullish control. Sustained green clusters show stable upward participation and consistent buying pressure. Negative Trend (Red Bellcurve): Indicates bearish control. Sustained red clusters reveal dominant selling pressure and downside continuation. Trend Transitions Positive Trend is Strengthening: When the green Bellcurve expands and height increases, momentum is accelerating and bullish conviction is building. Positive Trend is Weakening: When the green Bellcurve contracts or begins to shrink, upward pressure is fading and potential exhaustion is developing. Negative Trend is Strengthening: Red columns expand and deepen below the midline, bearish momentum building, and downside pressure increasing. Negative Trend is Weakening: When the red Bellcurve contracts or softens, it signals that bearish pressure is losing force, a possible early sign of reversal or accumulation. ⚪ Reversal Trading Reversal trading with the Bellcurves is one of the most effective and visually intuitive strategies, especially when going long after a Negative Bellcurve. These events often occur quickly and sharply, and when combined with key price levels such as the previous day’s close, high, or low, they can provide high-probability entry opportunities. To focus on only the most meaningful reversals, disable “Activate Sensitive Bellcurves”. This filters out minor impulses and displays only the most significant Bellcurves across the chart, helping you isolate genuine exhaustion or inflection points. Note: Reversal trading is inherently more challenging due to the increased volatility and emotional intensity (fear and greed) surrounding turning points. Use the Bellcurves as a confirmation tool, not a standalone entry signal. Always consider the broader market context. In strong trending markets, Bellcurve peaks may reflect continued strength rather than reversal. A Green Positive Bellcurve forming after a fast upward move and rejection from a resistance zone can indicate a potential bearish reversal. A Red Negative Bellcurve appearing near a support level often acts as confirmation for a potential bullish reversal, suggesting downside exhaustion and renewed buying interest. ⚪ Momentum / Impulse Trading Momentum (or Impulse) Trading is designed for traders looking to enter in the direction of a strong, ongoing move. The Bellcurves indicator helps identify significant impulses on a higher timeframe, moments where directional pressure expands decisively. Once those impulses are identified, traders can refine entries on a lower timeframe, using an opposite Bellcurve as a trigger signal. This multi-timeframe approach allows for precise entries within larger momentum phases. Bullish Momentum Trading Start by analyzing a higher timeframe, for example, the 15-minute chart. Identify a Positive (Green) Bellcurve and mark the first impulse dot, signaling the beginning of upward momentum. Drop down to a lower timeframe (such as the 1-minute chart). Wait for a Negative (Red) Bellcurve to peak; this short-term counter-impulse serves as a pullback entry point. Enter long as the lower timeframe Bellcurve fades, aligning your trade with the dominant bullish impulse seen on the higher timeframe. This approach ensures that your long entries occur within an expanding bullish phase, rather than chasing late moves. Bearish Momentum Trading Begin on a higher timeframe, such as the 1-hour chart, and locate a Negative (Red) Bellcurve with a visible impulse dot, confirming strong bearish momentum. Shift to a lower timeframe like the 15-minute chart. Wait for a Positive (Green) Bellcurve to peak; this short-term upward counter-move acts as a setup for continuation. Enter short as that green Bellcurve begins to decline, synchronizing with the dominant bearish impulse from the higher timeframe. This ensures that short trades align with expanding downside momentum, entering at moments of retracement within a broader selling phase. █ How It Works ⚪ Bellcurve Construction Framework The indicator generates directional Bellcurves through an adaptive modeling process that measures price displacement and trend curvature over time. Each Bellcurve reflects the evolving balance between expansion and absorption in market flow, forming the characteristic “bell” structures that widen during directional acceleration and compress during consolidation. Calculation: Employs a multi-layered smoothing and normalization process to enhance directional clarity while preserving overall balance within the signal field. ⚪ Momentum & Cluster Engine Momentum dots are generated through a multi-stage transformation that identifies the initiation and termination points of impulse clusters. By scanning for statistically relevant minima and maxima within the Bellcurve stream, the system isolates bursts of meaningful directional activity. Calculation: Applies recursive power mapping and localized clustering to detect temporal impulse boundaries and validate “first” and “last” bursts within each momentum sequence. ⚪ Divergence Module The divergence framework maps relationships between price structure and Bellcurve dynamics to uncover weakening or strengthening flows beneath visible price action. It detects classical bullish and bearish divergences and projects them directly onto the chart as lines and markers. Calculation: Uses anchored decline-state tracking, relative high–low comparison, and vector slope analysis to measure phase displacement between price and impulse flow, confirming divergence integrity without lag. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
36
Oscillator Toolkit (Expo)█ Overview The Oscillators Toolkit stands at the forefront of technical trading tools, offering a comprehensive suite of sophisticated, adaptive, and unique oscillators. This toolkit has been thoughtfully designed to cater to all trading styles, ensuring versatility and utility for every trader. The toolkit features our flagship oscillators, including the WaveTrend Momentum, Leading RSI, Momentum Oscillator, and Bellcurves. Furthermore, it offers many great features such as trend recognition, market impulses, and trend changes; all consolidated into a single, easy-to-use indicator. Access to these high-quality oscillators and tools can elevate your trading strategy, providing you with insightful market analysis and potential trading opportunities. In addition, these tools help traders and investors to identify and interpret various market trends, momentum, and volatility patterns more efficiently. The Oscillator toolkit works in any market and timeframe for discretionary analysis and includes many oscillators and features: █ Oscillators WaveTrend Momentum The WaveTrend Momentum oscillator is a significant component of the toolkit. It factors in both the direction and the momentum of market trends. The waves within this system are both quick and responsive, operating independently to offer the most pertinent insights at the most opportune moments. Their rapid response time ensures that traders receive timely information, which is essential in the fast-paced, dynamic world of trading. Example of how to use the WaveTrend Momentum Oscialltor The WaveTrend Momentum is proficient at identifying trend reversals and pullbacks, allowing traders to enter or exit trades at optimal moments. Leading RSI The Leading Relative Strength Index (RSI) is a type of momentum oscillator that is commonly used in technical analysis to predict price movements. As the name suggests, it is an advanced form of the traditional Relative Strength Index (RSI), and it provides traders with more timely signals for market entries and exits. The Leading RSI works on similar principles but is designed to provide signals ahead of the traditional RSI. This is achieved through more advanced mathematical modeling and calculations, which aim to identify shifts in market momentum before they happen. It takes into account not only the current price action but also considers historical data in a way that can foresee changes in trend directions. Example of how to use the Leading RSI The Leading RSI is an enhanced version of the traditional Relative Strength Index, offering more timely indications of divergences and overbought or oversold market conditions. Momentum Oscillator This oscillator measures the amount that a security's price has changed over a given time span. It is an excellent tool for understanding the strength of a trend and its potential endurance. When the momentum oscillator rises, it suggests that the price is moving upwards and vice versa. The Momentum Oscillator is an advanced technical analysis tool that helps traders identify the rate of change or the momentum of the market. It is typically used to determine the strength or speed at which the price of an asset increases or decreases for a set of returns. This oscillator is considered 'fast-moving' and 'sensitive' because it responds quickly to changes in price momentum. The fast-moving nature of this oscillator helps traders to get early signals for potential market entry or exit points. The Momentum Oscillator analyzes the current price compared to the previous price and adds two additional layers of analysis: 'Buy & Sell moves' and 'Extremes.' Buy & Sell Moves: This layer of the oscillator helps identify the buying and selling pressure in the market. This can provide traders with valuable information about the possible direction of future price moves. When there is high buying pressure (demand), the price tends to rise, and when there is high selling pressure (supply), the price tends to fall. Extremes: This layer helps to identify extreme overbought or oversold conditions. When the oscillator enters the overbought territory, it could indicate that the price is at a high and could potentially reverse. Conversely, if the oscillator enters the oversold territory, it could suggest that the price is at a low and could potentially rebound. Example of how to use the Momentum Oscillator The Momentum Oscillator is a sensitive and fast-moving oscillator that adapts quickly to price changes while keeping track of the long-term momentum, making it easier to spot buying or selling opportunities in trends. Bellcurves The Bellcurves indicator is a powerful tool for traders that uses statistical analysis to help identify potential market reversals and key support and resistance levels by leveraging the principles of statistical analysis to measure market impulses. The concept behind this tool is the normal distribution, also known as the bell curve, which is a fundamental statistical concept signifying that data tends to cluster around the average or mean value. The "impulses" in the market context refer to significant price movements driven by a high volume of trading activity. These are typically sharp and swift moves either upwards (bullish impulse) or downwards (bearish impulse). These impulses often signify a strong sentiment in the market and can result at the beginning of a new trend or the continuation of an existing one. In effect, the Bellcurve indicator is designed to filter out minor price fluctuations or 'noise,' allowing traders to focus solely on significant market impulses. This makes it easier for traders to identify key market movements. Example of how to use the Bellcurve The Bellcurves uses the principles of statistical analysis to identify significant market impulses and potential market reversals. █ Why is this Oscillator Toolkit Needed? The Oscillator Toolkit is a vital asset for traders for several reasons: Insight into Market Trends: The Oscillator Toolkit provides valuable insight into current market trends. This includes understanding whether the market is bullish (rising) or bearish (falling), as well as identifying potential future price movements. Identification of Overbought or Oversold Conditions: Oscillators like those in the toolkit can help traders identify when an asset is overbought (potentially overvalued) or oversold (potentially undervalued). This can signal potential market reversals. Confirmation of Price Patterns: The oscillators in the toolkit can confirm price patterns and trends. For example, if a price pattern suggests a bullish trend, an oscillator can help confirm this by showing rising momentum. Versatility Across Markets and Timeframes: The Oscillator Toolkit is designed to work across a variety of markets, including stocks, forex, commodities, and cryptocurrencies. It's also effective across different timeframes, from short-term day trading to longer-term investment strategies. Timely Trade Signals: By providing real-time insights into market conditions and price momentum, the Oscillator Toolkit offers timely signals for trade entries and exits. Enhancing Trading Strategy: Every trader has a unique approach to the market. The Oscillator Toolkit, with its suite of different oscillators, provides a robust set of tools that can be customized to enhance any trading strategy, whether it's a trend following, swing trading, scalping, or any other approach. █ Any Alert Function Call This function allows traders to combine any feature and create customized alerts. These alerts can be set for various conditions and customized according to the trader's strategy or preferences. █ How are the Oscillators calculated? - Overview The Toolkit combines many of our existing premium indicators and new technical analysis algorithms to analyze the market. This overview covers how the main features are calculated. WaveTrend Momentum The WaveTrend Momentum oscillator operates at its core by comparing the current price to previous prices. If the current price is higher than the previous price, the oscillator value will rise, indicating an uptrend. Conversely, if the current price is lower than the previous price, the oscillator value will fall, indicating a downtrend. To make it unique and useful normalized weighting functions are added. Leading RSI The Leading RSI is based on the traditional Relative Strength Index, with an added exploration function that takes into account historical price movements. Momentum Oscillator The Momentum oscillator measures how quickly the price is changing, on average, over a certain period, relative to the variability of the price over that same period. It gives higher values when the price is changing rapidly in one direction and lower values when the price is fluctuating or changing more slowly. In addition, other functions, such as market extremes and buying/selling pressure, are factored in. Bellcurves The Bellcurves assume that some common historical price data is normally distributed, and once these patterns or moves are found the in the price data, a Bellcurve is formed. █ In conclusion , the Oscillator Toolkit is an advanced, versatile, and indispensable asset for traders across various markets and timeframes. This innovative collection includes different oscillators, including the WaveTrend Momentum, Leading RSI, Momentum Oscillator, and the Bellcurves Indicator, each serving a unique function in providing valuable insights into the market's behavior. ----------------- Disclaimer The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
37
Adaptive Squeeze Momentum (Zeiierman)█ Overview Adaptive Squeeze Momentum (Zeiierman) is a hybrid oscillator that models the market’s transition between trend-efficient and inefficient (choppy or reversal-prone) regimes. It fuses a price efficiency framework, volatility-adaptive responsiveness, and a bounded directional trend score, then intelligently blends them through a dynamic transition band to emphasize either smooth, directional structure or spiky inefficiency. Unlike traditional momentum tools, it does not simply measure speed or volatility. It measures how efficiently the price is moving. This multidimensional approach allows it to identify when markets are compressed and ready to expand, or stretched and ready to revert. In essence, Adaptive Squeeze Momentum (Zeiierman) gives traders a deep structural perspective of efficiency, momentum, and compression energy, helping to expose hidden squeezes, early reversals, and trend continuations with remarkable accuracy. ⚪ Why This One Is Unique Adaptive Squeeze Momentum (Zeiierman) stands out because it doesn’t rely on static momentum or volatility measures alone. It merges price efficiency, volatility adaptivity, and trend structure into one cohesive system capable of detecting: Early squeeze build-ups and directional releases Reversals emerging from inefficiency spikes Shifts between clean trends and noisy, unstable ranges Adaptive behavior across changing volatility conditions In essence, it acts as a self-adjusting market intelligence tool, revealing when the price is efficient, exhausted, or preparing for significant expansion. █ Main Features ⚪ Adaptive Squeeze Momentum Oscillator The Adaptive Squeeze Momentum (Zeiierman) captures how price structure transitions between compression, expansion, and inefficiency. It merges a volatility-adaptive momentum engine with an efficiency-aware structure filter, creating a responsive oscillator that reflects not just how fast the market moves, but how efficiently it moves. Adaptive Momentum: Reacts dynamically to changing volatility regimes Efficiency Awareness: Distinguishes stable, directional flow from unstable or noisy price action Volatility Squeeze Detection: Identifies buildup (compression) and breakout (release) conditions Directional Context: Shows momentum alignment, exhaustion, or imbalance through color-coded histograms This hybrid model provides a multidimensional view of trend quality, squeeze pressure, and inefficiency, ideal for precision-based trend following and structural reversal recognition. ⚪ Understanding the Squeeze A squeeze occurs when volatility contracts, prices compress, and market energy builds, much like a coiled spring preparing to release. Once volatility expands, that stored energy transforms into directional movement, often marking the beginning of a significant breakout or new trend phase. Traditional squeeze indicators focus only on volatility contraction. Adaptive Squeeze Momentum (Zeiierman) goes further by incorporating efficiency analysis to evaluate how organized or chaotic the buildup is. This reveals not only when a squeeze may fire but also whether the ensuing release is likely to be sustainable or structurally weak. Visual Interpretation: Lighter Dots: Represent low-volatility compression, energy building within an efficient or balanced structure. Yellow Dots: Mark volatility release, the expansion phase where momentum accelerates. ⚪ Inefficiency Columns Efficient Price Action Efficient moves are clean, directional, and purposeful. Price advances with minimal back-and-forth noise, revealing strong conviction and structural alignment. In the indicator, these appear as smooth, non-blue histogram columns. Such periods indicate organized, high-probability momentum where breakouts, trends, and continuations are supported by efficient order flow. Inefficient Price Action Inefficient moves are noisy, erratic, and spiky, showing that price is fighting its own structure. Liquidity is thin, reactions are emotional, and momentum lacks balance. In the oscillator, inefficiency is displayed through blue columns, path-break spikes, or OB/OS inefficiency crosses (green/red). These elements act as early warnings of structural instability, suggesting the market may be overextended, losing organization, or entering a mean-reversion or reversal phase. █ How to Use ⚪ Trend Following When oscillator bars are above or below zero and growing in color intensity, momentum is expanding, confirming active, efficient trends. When colors fade, momentum is decelerating, signaling potential exhaustion or consolidation. Interpretation: Sustained smooth growth above zero indicates strong, efficient bullish momentum. Sustained smooth growth below zero indicates efficient bearish continuation. Color fading or a zero-line cross suggests trend fatigue or rotation. Tip: Confirm trend continuation when yellow squeeze-release dots appear in the same direction. They often precede sustained breakouts following compression. ⚪ Inefficiency Reversals or Breakouts Adaptive Squeeze Momentum (Zeiierman) excels at detecting instability within active trends, highlighting when moves lose internal efficiency and become unsustainable. When bars change color, outbreak columns appear, or Overbought/Oversold Inefficiency Crosses (green/red) appear, the structure is shifting toward potential reversal or exhaustion. Blue Inefficiency Columns: Above Zero: Indicates inefficient buying pressure where markets push higher impulsively or emotionally. Often signals an overstretched or unstable rally prone to short-term corrections or FOMO-driven peaks. Below Zero: Reflects inefficient selling pressure where panic-driven or disorderly sell-offs often precede exhaustion and recovery phases. Main Oscillator Inefficiency: Spiky Column Above Zero When the main oscillator suddenly surges upward and prints a tall, spiky column above the zero line without turning blue, it signals an inefficient and overextended push to the upside. This type of move breaks the oscillator’s usual smooth rhythm, showing that buyers are becoming overaggressive or emotional, often driven by FOMO or reactive momentum chasing. Even though the column remains green, the abrupt path break reveals that the move is losing internal structure and may be unsustainable. Such inefficient upward bursts often indicate upside exhaustion or an overshoot, where the market temporarily loses control. From here, two scenarios can unfold: A sustained breakout if structure confirms (for example, a valid squeeze release or strong volume support). A snapback or reversal if follow-through fails on the next bars and the oscillator begins to fade (growth → fall). Spiky Column Below Zero When the oscillator sharply dives and prints a tall, spiky column below the zero line without turning blue, it reflects an inefficient and emotional push to the downside. This behavior typically emerges during panic-driven selling, where traders aggressively dump positions, breaking the oscillator’s normal rhythm. Even though the color remains red, this kind of path-break spike shows that the market has become disordered or overstretched. These inefficient downward thrusts often suggest bear exhaustion, capitulation, or a temporary overshoot below fair structure. From this point, two potential outcomes can occur: A sustained breakdown if the move is supported by strong volume or new structural lows. A rebound or mean reversion occurs when momentum fails to extend, indicating that selling pressure has burned out. Setting Tip: To focus purely on the oscillator’s structural peaks, set Inefficiency Detection and Inefficiency Duration to identical values, then adjust Inefficiency Price Peaks to control sensitivity. Use lower values for crisp detection and higher values for smoother blending. Overbought and Oversold Inefficiency Signals Green Overbought Cross: Signals that buyers are driving the market too aggressively, often from emotional extension or FOMO. This imbalance typically leads to short-term pauses, pullbacks, or corrections. Red Oversold Cross: Signals panic-driven or emotionally imbalanced selling, marking structural exhaustion. Often precedes rebounds or base formations as volatility normalizes. Interpretation: Both crosses identify where momentum is inefficient rather than simply overbought or oversold, helping detect exhaustion before conventional oscillators do. ⚪ Squeeze Builds and Releases (Volatility Expansion) The squeeze system highlights volatility cycles when the market compresses, builds energy, and releases it through expansion. Lighter Dots: Compression, where volatility contracts, structure tightens, and energy builds. Yellow Dots: Release, where volatility expands, triggering directional movement. Interpretation: Light dots signal potential breakout setups. When followed by a yellow dot and an aligned oscillator direction, they confirm momentum ignition —the moment the market transitions from equilibrium to expansion. █ How It Works ⚪ Inefficiency Logic The indicator evaluates how efficiently the price progresses relative to internal volatility. When market flow loses directional clarity, it transitions into an inefficiency state, represented by blue columns or sudden outbreaks within the oscillator. These moments reveal when the underlying structure becomes unstable or overly reactive, often preceding reversals or false momentum bursts. Calculation: Applies an adaptive efficiency model that compares directional movement to internal dispersion and classifies it within a controlled stability band. A dual-threshold hysteresis with smooth interpolation ensures stable transitions between efficient (trend) and inefficient (spike) phases. ⚪ Directional Tendency Core The directional tendency component models the underlying slope of market intent, expressing the balance between structured progression and reactive drift. It transforms directional bias into a bounded, volatility-normalized range that remains consistent across instruments and timeframes. Calculation: Constructs a normalized directional field derived from trend displacement over an adaptive window, filtered through a nonlinear bounding transform and dynamic smoothing to control lag and oscillation. ⚪ Squeeze Engine The squeeze system isolates compression and release cycles, the rhythmic build-up and discharge of volatility. Compression phases represent equilibrium and contraction, while release phases signify volatility expansion and directional acceleration. Calculation: Integrates a volatility-adjusted energy model with directional gating. Compression forms during sustained contraction, while release occurs as volatility and momentum expand. ⚪ OB/OS Inefficiency Extremes The OB/OS inefficiency system detects imbalanced extremes in order flow, when price pushes too far in one direction without structural support. These regions often precede exhaustion or rapid mean reversion. Calculation: Generates an efficiency-weighted propagation field that identifies directional overextension. Threshold analysis and adaptive state classification determine overbought (green) and oversold (red) inefficiency zones. ⚪ Final Oscillator Composition The final oscillator is an adaptive blend of inefficiency, directional tendency, and volatility state. It continuously morphs between spike-dominant and trend-dominant behavior based on the evolving efficiency environment. This produces a responsive structural map that visualizes the interplay between market stability, momentum, and compression energy. Calculation: Combines the signed inefficiency signal and the bounded trend vector through a soft-weighted blending function governed by the efficiency band. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
16
ATR Trend & ATR Top/Bottom (Zeiierman)█ Overview ATR Trend & ATR Top/Bottom (Zeiierman) blends momentum, volatility, and adaptive trend analysis into a unified framework. It fuses a dynamic oscillator with ATR-based exhaustion detection to identify trend direction, impulses, and potential reversals within the same structure. Rather than viewing volatility as noise, this tool interprets it as trend expansion, which represents directional conviction, while contraction signals absorption or exhaustion. By combining multi-phase smoothing, adaptive ATR scaling, and contextual trend filtering, the indicator delivers a complete picture of when a market is accelerating, stabilizing, or reversing. It performs best once a trend has matured and volatility normalizes around a directional core, giving traders the confidence to participate in established moves while dynamically managing risk. ⚪ Why This One Is Unique Traditional trend oscillators rely on fixed parameters that degrade across assets or timeframes. ATR Trend & ATR Top/Bottom instead employs adaptive weighting and volatility-normalized filtering that automatically aligns with the current market structure. Its framework integrates three distinct components: Adaptive Oscillator Core that reveals the internal rhythm of trend and momentum. ATR Top/Bottom Layer that marks exhaustion and potential turning zones. Trend Signal & Dynamic Trailing Stop Engine that highlights directional shifts, confirms alignment with the prevailing trend, and transforms trend data into a self-adjusting risk-management system. █ Main Features ⚪ ATR Trend (The Main Oscillator) The ATR Trend serves as the indicator’s primary oscillator, translating price and volatility dynamics into a smooth directional curve. When the oscillator line remains above its equilibrium, bullish momentum dominates; when it stays below, bearish momentum prevails. Color transitions reflect real-time trend bias, helping traders immediately recognize whether the market is strengthening or weakening. This component forms the structural core of the tool, defining overall trend direction, momentum intensity, and transition zones. It also visualizes trend expansion through the fast leading signal line. When this line crosses above the upper or below the lower boundary, it signals an expansive move within the active trend, often representing short-term overbought or oversold conditions, and can also indicate trend strength in the prevailing market direction. ⚪ ATR Top/Bottom The ATR Top/Bottom layer highlights potential exhaustion zones within the trend. Green peaks reveal areas of buy-side saturation, suggesting a possible slowdown or reversal in bullish momentum, while red peaks mark sell-side extremes, often appearing before stabilization or renewed strength. These zones help traders identify when a move is becoming stretched or losing balance, offering valuable context for managing exits, scaling out, or anticipating reversals. However, these areas can extend for a prolonged period when price is in a strong, sustained trend, reflecting persistent directional pressure rather than immediate exhaustion. ⚪ Trend Channel Hits The Trend Channel Hits feature visualizes moments when the price interacts with the projected internal trend channel boundaries of the prevailing trend. Green arrows appear when the price touches the upper boundary of the trend channel. This can indicate two possible outcomes: A potential breakout from a negative trend into a developing bullish trend, as price breaks above the upper boundary of the descending channel. A take-profit zone within an established bullish trend, as price reaches the upper channel where mean reversion is likely to occur. Red arrows appear when the price touches the lower boundary of the trend channel. This can indicate: A potential breakout from a positive trend into a developing bearish trend, as price breaks below the lower boundary of the rising channel. A take-profit opportunity within an established bearish trend, as price reaches the lower channel where mean reversion or short-term recovery is likely to occur. These signals provide early visual confirmation of trend exhaustion, continuation, or structural breakout, helping traders refine entries, exits, and profit-taking within the broader market context. █ How to Use ⚪ Trend Following When the oscillator line remains above the mid-level, the market is in a bullish phase. When it stays below the mid-level, the trend is bearish. Periods where the oscillator holds close to its upper or lower limits indicate strong, sustained momentum in that direction. Watch for color changes or crossovers near the mid-level, as these often signal an upcoming shift in trend control. Bullish Trend Bearish Trend ⚪ Trend Signals To help traders identify and participate in trend trades, the indicator includes pre-built Trend Signals that highlight optimal entry conditions within confirmed market trends. These signals are designed to activate only once the market shows established directional momentum, ensuring higher reliability and filtering out noise from short-term fluctuations. In addition, the indicator includes built-in take-profit markers for each signal. These serve as suggested partial exit levels, helping traders systematically secure profits while allowing the remaining position to follow the trend with the dynamic trailing stop. Before relying on the signals, always confirm that the market has been trending for a sustained period. This ensures that entries align with genuine long-term directional strength rather than temporary volatility. Bullish Trend Signals Bullish Trend Signals appear during an established uptrend when the indicator detects confirmed positive momentum and stable directional structure. These signals mark potential continuation points where buyers regain control after short-term pauses or pullbacks. The objective is to follow the trend signals, manage trades with the dynamic trailing stop, and consider taking partial profits at the inbuilt take-profit levels plotted by the indicator. This setup works best when the market is trending clearly upward and has demonstrated consistent buying strength over time. Bearish Trend Signals Bearish Trend Signals occur during a confirmed downtrend, indicating that selling momentum remains dominant and the trend structure is intact. They typically appear after short-term corrective rallies, signaling that sellers are reasserting control within the broader bearish environment. As with bullish signals, the goal is to follow the trend signals and trailing stop to capture sustained downside movement, while using the inbuilt take-profit levels to lock in partial gains as the move progresses. This approach performs best when the market is in a clear, mature downtrend with persistent selling pressure and expanding downside momentum. ⚪ Trend Impulses Impulses represent short bursts of directional acceleration within the active trend. A surge above the upper band reflects bullish expansion. A move below the lower band marks bearish acceleration. These impulses often precede short consolidations before the trend resumes. Traders can use them to scale into strong phases or take partial profits at temporary extremes. ⚪ Reversals Enable ATR Top/Bottom to monitor momentum peaks: Red peaks show strong selling momentum. When these peaks start to fade, it can signal that selling pressure is weakening and a potential recovery may be forming. Green peaks show strong buying momentum. As their size shrinks, it may signal that buying pressure is slowing, and a possible pullback or reversal could follow. ⚪ Extended Trends For traders who want to visualize intense, extended trend phases, enable the ATR Top/Bottom feature and increase the Length setting to around 30, with Sensitivity set between 40 and 50. Consider reducing the ATR Trend Length to 50 to gain clearer signals of when a trend begins and ends. This configuration extends the ATR Top/Bottom zones across the entire duration of a major trend, making it easier to identify sustained directional strength and long-lasting momentum phases. █ How It Works ⚪ Adaptive Oscillator Engine The oscillator interprets directional flow through a combination of momentum mapping and volatility weighting. It continuously re-centers its equilibrium to reflect evolving market structure, producing a stable yet responsive representation of underlying trend force. Calculation: Applies multi-domain smoothing and adaptive normalization to align amplitude with volatility while maintaining directional coherence. ⚪ ATR Top/Bottom Detection The exhaustion layer isolates high-magnitude deviations from the current volatility envelope, identifying potential top and bottom regions where expansion may stall. Calculation: Uses proportional volatility thresholds and dynamic range modeling to highlight statistically elevated momentum extremes without over-reacting to noise. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
16
WaveTrend Momentum (Zeiierman)█ Overview WaveTrend Momentum (Zeiierman) reveals the underlying rhythm of market movement through positive and negative momentum waves that visualize both sides of trend behavior. This dual-wave structure makes it easy to see how impulses and retracements interact in real time, helping you distinguish between a normal pullback within strength and the early signs of a trend losing momentum. The indicator layers its waves with higher-timeframe trend alignment and adaptive context filters, mapping when momentum expands, when it fades, and where a pullback is approaching exhaustion or renewed trend strength is likely to emerge. ⚪ Why This One Is Unique Unlike conventional wave oscillators, this design uses dual, phase-managed wave construction with adaptive scaling across symbols and timeframes. At its core is a three-mode Trend Strength engine (Adaptive, Stability, Structure) that dynamically adjusts to market conditions, supported by higher-timeframe regime sourcing and a dedicated impulse-and-divergence framework. █ Main features ⚪ WaveTrend Momentum Waves The foundation of the indicator lies in its ability to build positive and negative momentum waves that visualize both sides of market movement. This dual-wave structure makes it easy to identify trend direction, impulses, retracements, and exhaustion in real time, showing how momentum evolves within broader market phases. The waves can be used directly to gauge trend strength and direction, helping traders stay aligned with prevailing momentum or recognize when a shift is forming. ⚪ Extreme Moves Extreme Zones highlight points where momentum reaches statistically stretched conditions, areas where price action often pauses, rebalances, or reverses. These zones help traders anticipate potential exhaustion before it becomes visible on price, improving timing for entries, exits, and scaling decisions. ⚪ Impulse Moves Impulse Markers identify bursts of directional momentum, moments when trend energy expands sharply. These points often align with breakouts, accelerations, or continuation signals, helping traders focus on active opportunities rather than noise or consolidation. ⚪ Trend Strength The Trend Strength Line adapts dynamically to shifting market regimes. It can operate in three modes: Adaptive, Stability, and Structure, each offering a different sensitivity level to trend changes. This feature helps confirm whether the trend is building, stabilizing, or losing strength, and serves as a foundation for bias filtering or trade direction confirmation. ⚪ Higher-Timeframe Trend Alignment Integrates a higher-timeframe trend reference directly into the analysis, giving each wave context. This alignment clarifies when local pullbacks occur in harmony or conflict with the broader trend, making it easier to distinguish temporary corrections from true reversals. ⚪ Divergence Engine A fully integrated divergence detection system that automatically spots both regular and hidden divergences between price and momentum. By surfacing early signs of trend weakening or continuation potential, it gives traders a structured way to detect subtle momentum shifts before they manifest in price. █ How to Use ⚪ Trend Trading WaveTrend Momentum excels as a trend-following framework by combining wave direction, Trend Strength, and higher-timeframe alignment to reveal when momentum is expanding or contracting within the broader market phase. Note: To get trend waves, consider increasing the Wave Transition value to above 40. Bullish WaveTrend Trend: When the positive momentum waves are above the neutral midpoint, the market is trending upward. Minor downward retracements within this structure often resolve back into trend continuation once buying pressure reasserts itself, particularly when the higher-timeframe context confirms a bullish regime. Bearish WaveTrend Trend: When the negative wave dominates and remains below the midpoint, downside momentum controls the market. Minor upward retracements within this structure often resolve back into trend continuation once selling pressure reasserts itself, particularly when the higher-timeframe context confirms a bearish regime. Bullish Trend Strength Line: A Trend Strength Line positioned above the midline indicates a bullish trend. A rising line reflects growing momentum and persistent buying pressure. The steeper the slope, the stronger the current regime. As long as the line continues to rise alongside positive waves, the trend remains structurally intact. Bearish Trend Strength Line: A Trend Strength Line positioned below the midline indicates a bearish trend. A declining line reflects increasing selling pressure and persistent downside momentum. The steeper the slope, the stronger the current bearish regime. As long as the line continues to fall alongside negative waves, the trend remains structurally intact. ⚪ Momentum Trading Momentum trading focuses on capturing the energy and force behind price movement, identifying whether the market is accelerating, losing steam, or preparing for a reversal. Momentum shifts can reveal temporary exhaustion, trend-strength continuation, or breakout acceleration before price action fully confirms it. The indicator includes several features designed to detect and visualize momentum: Waves: The core element of the indicator. The size and slope of the waves reflect the strength of momentum. Expanding waves indicate strong directional pressure, while contracting waves suggest cooling or consolidation. Extreme Zones: When waves reach or exceed the extreme levels, the market enters statistically stretched conditions, signaling potential exhaustion or reversal zones. However, these events can also occur during strong trends, indicating continued strength in that direction. Market context is essential to determine whether an extreme should be interpreted as a reversal signal or as confirmation of trend momentum. Impulse Markers: Highlight sudden bursts of momentum, often associated with breakouts or continuation events. Like Extreme Zones, Impulse Markers can appear within both reversals and strong trending phases. Context from price structure and higher timeframes helps identify whether the impulse reflects a trend-strength expansion or the final surge before exhaustion. You can use any of these features to identify: Breakouts: When Impulse or Extreme Markers align with expanding waves. Reversals: When momentum reaches extreme levels followed by a fade in strength, it signals potential exhaustion before a structural shift. However, strong trends can also produce temporary fades that quickly recover, so context is key to distinguishing between true reversals and brief pauses within the trend. ⚪ Pullback Trading Pullbacks represent short pauses or retracements within a prevailing trend. The combination of the Wave, Impulse Markers, and the Trend Strength Line helps identify when a pullback is maturing and when continuation is likely to resume. Bullish WaveTrend and Trend Strength Pullback In an uptrend, a brief dip in the negative wave, paired with a bullish Trend Strength, typically signals a healthy pullback rather than a reversal. When the negative wave begins to turn upward again, it confirms momentum recovery and potential for continuation. Bearish WaveTrend and Trend Strength Pullback In a downtrend, a short-lived rise in the positive wave while Trend Strength remains negative usually signals a counter-trend rally within weakness. As the positive wave fades and the negative wave expands again, downside continuation becomes more probable. ⚪ Divergence Trading Divergence trading focuses on identifying moments when price and momentum move out of sync, signaling a potential shift in market direction or a slowdown in trend strength. These divergences often appear before reversals, consolidations, or major transitions in structure, making them a valuable early warning tool for traders. The integrated Divergence Engine automatically detects these imbalances between price action and momentum. When price continues to move in one direction but momentum begins to fade, it suggests that the underlying strength driving the move is weakening. █ How It Works ⚪ Wave Construction The momentum wave is derived from phase-managed price smoothers, then normalized and bounded to express both positive and negative momentum within a single coherent structure. Calculation: Composite moving frameworks with phase management, nonlinear rescaling, and amplitude companding to stabilize wave height and maintain consistent sensitivity. ⚪ Extremes An auxiliary equilibrium tracker measures deviations from a dynamic mean to identify statistically stretched conditions in which momentum may begin to rebalance. Calculation: Robust deviation mapping of a smoothed equilibrium series with adaptive thresholds for regime-consistent extremes. ⚪ Trend Strength Core A tri-mode core measures directional persistence and adapts dynamically to changing market regimes, with optional higher-timeframe sourcing for context. Calculation: Return-aggregated momentum with envelope gating (Adaptive), stability-biased curvature tracking (Stability), and structure-driven range midpoint logic (Structure). ⚪ Range & Regime Filter A volatility-adjusted filter produces a smoothed state line and internal bias zones, allowing the indicator to contextualize momentum behavior within current volatility conditions. Calculation: Volatility-normalized range synthesis with slow/fast quantization modes and optional smoothing to mitigate market chop. ⚪ Impulse Detection Detects short-term bursts of directional energy and marks them as impulse events. These impulses highlight when momentum rapidly expands, often signaling breakouts, accelerations, or the end of low-volatility phases. Calculation: Nonlinear impulse-response mapping that emphasizes higher-order rate changes while filtering out micro-noise. ⚪ Divergence Engine (Regular & Hidden) Compares price swings against the wave’s momentum structure to identify early disagreement between price and internal strength. Calculation: Swing-logic comparators analyze price relative to normalized wave amplitude to detect momentum shifts and potential divergence setups. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
21
Probability Oscillator (Zeiierman)█ Overview The Probability Oscillator (Zeiierman) turns price dynamics into a regime-aware probability map of continuation vs. reversal. Rather than treating momentum as a single, fixed signal, it adapts its core estimator to current market conditions—favoring trend persistence in calm regimes and oscillation/reversion in volatile regimes. You get a fast Probability line, a slower Signal line, dynamic OB/OS bounds, midline bias, color-coded trend probability, background regime cues, and Momentum Impulse dots that reveal concentrated bursts of directional intent. Beneath the surface, the Probability line functions as a sequential Bayesian filter — continuously updating a regime-conditioned prior (trend or volatility) with new market evidence. The resulting posterior odds are then expressed as a bounded oscillator for intuitive interpretation. In stable markets, the prior favors continuity; in volatile markets, it reweights toward mean reversion. ⚪ Why This One Is Unique The Probability Oscillator operates within a self-adaptive probabilistic framework that continuously reshapes itself in response to the market’s evolving structure. Rather than relying on fixed formulas or static thresholds, it employs a context-aware Bayesian core that interprets flow dynamics through an adaptive regime model. Its internal architecture blends state recognition, probability normalization, and dynamic envelope mapping, allowing it to adjust between conditions of directional stability and volatility-driven reversion fluidly. The result is an intelligent, self-adjusting probability field that remains stable in trends, reactive in consolidations, and contextually aware across all market states—delivering a refined sense of probabilistic direction without exposing raw computational structure. █ Main Features ⚪ Probability Oscillator At the core lies a probability-driven oscillator that continuously adapts its internal weighting to evolving market behavior. It translates incoming price evidence into a smooth probability curve that distinguishes between continuation and reversion phases, providing a refined view of conviction beneath price action. The Probability Oscillator estimates the likelihood of trend continuation while dynamically adjusting to the surrounding volatility regime: Probability Line (fast) – Captures short-term probability shifts, weighted by current market conditions — calm or volatile. Signal Line (slow) – A smoothed probability filter that defines the prevailing bias and confirms directional persistence. Momentum Impulse Dots – Small markers highlighting bursts of positive (green) or negative (red) momentum, indicating transitions in conviction strength. The oscillator’s probabilistic framework automatically transitions between two self-adaptive modes: Low-Volatility Mode – Prioritizes directional momentum and smooth trend continuity, ideal for trending markets. High-Volatility Mode – Emphasizes oscillatory probability swings and reversals, optimized for range-bound or transitional conditions. This dual-regime behavior allows the Probability Oscillator to remain stable in directional trends yet responsive in volatile ranges, producing a coherent probabilistic signal across any timeframe. ⚪ Trend Probability Coloring The Trend Probability Coloring system transforms the Signal Line into a live confidence gauge. Its adaptive hue reflects the underlying probabilistic bias — green for sustained bullish pressure, red for bearish control, and yellow during transitional uncertainty. Behind the scenes, it applies curvature-sensitive weighting and probabilistic smoothing to display a visually coherent measure of directional conviction. ⚪ Impulse Dots Impulse Dots identify moments of concentrated momentum expansion — short bursts of probabilistic acceleration that often precede shifts in structure. Each impulse represents a localized jump in directional confidence, isolating meaningful change-points from background noise. The result is a precise visualization of where probability and price begin to align, revealing early cues of strength, exhaustion, or imminent rotation. █ How to Use ⚪ Trend Following The Signal Line acts as the long-term probabilistic trend gauge, revealing when the market is building or losing directional conviction. Its slope and color communicate both bias and transition strength: Green → bullish probability bias (trend continuation likely). Red → bearish probability bias (downside continuation likely). Yellow → transitional or indecisive phase (potential regime shift). Use the Signal Line to confirm directional alignment: A transition from red → yellow → green signals that the market is turning bullish and probability is shifting toward continuation on the upside. A transition from green → yellow → red signals that bullish conviction is fading and bearish control is emerging. ⚪ Overbought & Oversold The Probability Oscillator can also be used to identify overbought and oversold conditions by observing when the Probability Line moves above its upper bound or below its lower bound. These events often signal potential market slowdowns, pullbacks, or even broader reversals depending on context and regime. The OB/OS levels automatically adapt to the prevailing market mode: Trend Mode (~70/30) – Optimized for riding trends and timing pullbacks within directional continuations. Volatility Mode (~80/20) – Tailored for fading extremes and capturing fast mean-reversion moves during consolidation phases. Signals: Reclaims from oversold zones within a bullish bias, or rejections from overbought zones in a bearish bias, represent high-probability inflection points — especially when confirmed by Impulse Dots or regime-aligned Signal Line color transitions. ⚪ Using Volatility Modes to Choose Strategy The Probability Oscillator automatically adapts its behavior to the active volatility regime, enabling traders to align their approach with the current market state. One of the most effective ways to use the tool is to select a trading strategy that aligns with the prevailing market mode. Trend Mode (purple fill) – Represents low-volatility, directional environments where markets move smoothly and sustain momentum over time. In these conditions, a trend-following approach is most effective. Focus on the broader direction, participate on Probability-over-Signal crossups above 50, and trail positions as long as the Signal Line remains green. These calm phases often persist before volatility expansion, making them ideal for riding steady continuation waves rather than reacting to short-term fluctuations. Volatility Mode (blue switch bar) – Activates in high-volatility conditions, signaling increased market agitation and sharper price swings. In this regime, trading becomes more tactical. Mean-reversion and scalping strategies perform best—fade OB/OS extremes, use midline reclaims for timing, or trade Impulse confirmations to capture breakout accelerations and short-term momentum surges. ⚪ Impulse The Momentum Impulses highlight periods when the market experiences sharp bursts of directional momentum, marking transitions in conviction strength and energy expansion. Green top dots → Indicate strong bullish impulses, often signaling the onset or acceleration of upward momentum. Red bottom dots → Indicate strong bearish impulses, highlighting pressure buildup or downside continuation. These impulses are particularly useful in two contexts: During ranging markets , they help confirm overbought and oversold conditions, signaling when reversals or exhaustion points are highly probable. During regime transitions , they validate breakout strength, confirming that new directional phases are supported by genuine momentum rather than noise. In essence, Impulse Dots visualize the heartbeat of market conviction—pinpointing where momentum surges align with probabilistic bias, whether to confirm a breakout or warn of exhaustion in choppy conditions. █ How It Works ⚪ Regime Switch Engine At the foundation lies a Bayesian regime adaptation process that treats volatility as evolving market evidence. The system continuously updates a prior belief about whether the market favors directional persistence or oscillatory reversion. In calm states, it maintains a continuity-biased belief structure that favors smoother probability propagation. Calculation: Employs a volatility-normalized Bayesian comparator, generating a posterior distribution over regime likelihoods. This ensures the oscillator remains statistically invariant to scale and consistent across instruments and timeframes. ⚪ Trend Probability Coloring (Conviction Layer) The Trend Probability Coloring system visualizes Bayesian posterior confidence in real time. It continuously updates the Signal Line’s color as new evidence shifts the model’s belief between bullish, neutral, and bearish states. When the posterior probability leans strongly upward, the line turns green; as uncertainty grows, it fades to yellow; and when conviction turns negative, it transitions to red. Each color change represents a probabilistic reweighting — the model’s evolving assessment of directional dominance. Calculation: Applies posterior-weighted smoothing and curvature-based confidence mapping to translate Bayesian belief strength into a fluid visual gradient. ⚪ Momentum Impulse Engine The Momentum Impulse Engine detects sudden bursts in probabilistic conviction — moments when the Bayesian posterior sharply reweights toward one directional outcome. These impulses represent statistically significant shifts in belief, where new evidence rapidly alters the model’s assessment of market direction. Green impulses highlight surges in bullish probability; red impulses mark spikes in bearish conviction. Each impulse reflects a brief phase of directional dominance, revealing where probability momentum begins to accelerate or exhaust. Calculation: Employs nonlinear Bayesian change detection and extreme-value gating to isolate abrupt posterior inflections. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
27
Climax Volume (Zeiierman)█ Overview Climax Volume (Zeiierman) isolates extreme participation events to pinpoint when price action reaches exhaustion. These moments of volume climax often precede reversals, pauses, or key balance shifts, offering traders an early read on changing market dynamics. Instead of treating volume as a passive tally, it locates climax bars, abnormally large activity bursts, and anchors a Point of Control (PoC) that tracks where post-climax transactions concentrate. The result is a clear read on when participation is peaking, where value re-centers afterward, and how far price can reasonably deviate before reverting. This tool is designed for multi-context use, such as intraday execution, swing confirmation, or structural bias analysis, offering a precise view of where volume matters, not just how much. ⚪ Why This One Is Unique Unlike conventional volume-spike indicators, Climax Volume (Zeiierman) integrates adaptive extremum detection, a dynamic PoC core, and multi-layer deviation envelopes that evolve in real time with market context. Internally, it fuses bid–ask volume delta modeling with re-normalized dispersion mapping to measure the directional imbalance driving each climax event. The system continuously evaluates delta asymmetry between buying and selling pressure to refine the detection of true participation extremes. This allows the engine to differentiate between constructive volume expansion (trend continuation) and exhaustive volume spikes (potential reversals). █ Main Features ⚪ Climax Volume The Climax Volume Engine isolates statistically significant bursts in participation that indicate potential turning points or exhaustion phases. It identifies climax bars—instances where volume reaches regime-level extremes relative to recent activity—and classifies them as bullish (green) or bearish (red) based on directional dominance. These events highlight where aggressive activity peaks and often mark the start of structural imbalance, providing early cues for reversal, absorption, or renewed continuation. ⚪ Point of Control (PoC) Each climax event dynamically re-anchors a Point of Control (PoC)—the evolving price center of post-climax volume distribution. The PoC tracks where transaction density stabilizes after an extreme burst, forming the reference core of a control zone. From this anchor, the system projects upper and lower tolerance bands to define acceptable deviation ranges, contextualizing how far the price can travel before reverting or rebalancing. █ How to Use ⚪ Trend Following Use the Volume Point of Control (PoC) as a dynamic guide to assess directional bias. The PoC effectively acts as a moving equilibrium line, continuously updating to reflect where trading volume and market influence are concentrated. When price holds above the PoC, it signals sustained bullish sentiment and active accumulation. When the price remains below, it confirms bearish control and ongoing distribution. ⚪ Trend Continuation Retests The slope of the PoC reflects the strength and persistence of market momentum. The steeper the PoC slope, the stronger the active momentum. A flat or neutral PoC typically signals consolidation or low conviction — conditions better avoided for trend trades. In a bullish scenario , watch for the price to retest the PoC or the lower tolerance band after a pullback. A successful rejection of that zone often signals that buyers are defending control, providing a high-probability continuation entry. In a bearish scenario , when the PoC slopes downward, wait for the price to retest it from below. If the market fails to reclaim that level, it indicates that sellers remain dominant, and downside momentum is likely to continue. ⚪ Reversals Climax Points — the color-coded circles that appear during moments of extreme volume. These signals indicate that the market may soon pause, reverse, or rotate back toward the PoC equilibrium. 🟢 Bullish Climax Points emerge when heavy buying reaches unsustainable levels, often signaling a buyer exhaustion event or a possible local top formation. 🔴 Bearish Climax Points form during high-intensity selling bursts, warning of seller exhaustion and potential bottoming conditions. ⚪ Confirm Breakouts High-volume breakouts confirmed by Climax Volume signals often mark the initiation of strong directional moves. When climax confirmation aligns with a structural break, it validates that the breakout is backed by genuine participation — not just thin volatility spikes — increasing the probability of follow-through and trend expansion. Identify a key support or resistance zone manually or with your preferred structural tool. Wait for a climax signal to coincide with a break beyond that level. For bullish breakouts , a green climax point appearing as price pushes above resistance confirms that buyers are stepping in with conviction. For bearish breakouts , a red climax point forming as price drops through support indicates that real selling pressure is driving the move. █ How It Works ⚪ Climax Detection Identifies participation surges within a dynamic volume–price field to isolate genuine activity extremes rather than simple bar-size anomalies. Calculation: Utilizes adaptive extremum detection on a re-normalized volume–delta composite with regime-sensitive thresholds and variance filters to extract statistically valid climax events. ⚪ Point of Control (PoC) Defines the evolving price centroid where post-climax transactions cluster, continuously adapting to shifting participation density. Calculation: Employs a volume-weighted delta balance framework with incremental accumulation and curvature-preserving smoothing, ensuring stability while maintaining local reactivity to order-flow asymmetry. ⚪ Tolerance Bands Outlines a probabilistic corridor around the PoC that distinguishes expected fluctuation from meaningful deviation. Calculation: Implements variance-aware dispersion modeling with contextual weighting derived from real-time delta gradients, projecting symmetric envelopes scaled by adaptive multipliers. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
อินดิเคเตอร์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
15
Crypto Punk [Bot] (Zeiierman)█ Overview The Crypto Punk (Zeiierman) is a trading strategy designed for the dynamic and volatile cryptocurrency market. It utilizes algorithms that incorporate price action analysis and principles inspired by Geometric Brownian Motion (GBM). The bot's core functionality revolves around analyzing differences in high and low prices over various timeframes, estimating drift (trend) and volatility, and applying this information to generate trading signals. █ How to use the Crypto Punk Bot Utilize the Crypto Punk Bot as a technical analysis tool to enhance your trading strategy. The signals generated by the bot can serve as a confirmation of your existing approach to entering and exiting the market. Additionally, the backtest report provided by the bot is a valuable resource for identifying the optimal settings for the specific market and timeframe you are trading in. One method is to use the bot's signals to confirm entry points around key support and resistance levels. █ Key Features Let's explain how the core features work in the strategy. ⚪ Strategy Filter The strategy filter plays a vital role in the entries and exits. By setting this filter, the bot can identify higher or lower price points at which to execute trades. Opting for higher values will make the bot target more long-term extreme points, resulting in fewer but potentially more significant signals. Conversely, lower values focus on short-term extreme points, offering more frequent signals focusing on immediate market movements. How is it calculated? This filter identifies significant price points within a specified dynamic range by applying linear regression to the absolute deviation of the range, smoothing out fluctuations, and determining the trend direction. The algorithm then normalizes the data and searches for extreme points. ⚪ External AI filter The external AI filter allows traders to incorporate two external sources as signal filters. This feature is particularly useful for refining their signal accuracy with additional data inputs. External sources can include any indicator applied to your TradingView chart that produces a plot as an output, such as a moving average, RSI, supertrend, MACD, etc. Traders can use these indicators of their choice to set filters for screening signals within the strategy. This approach offers traders increased flexibility to select filters that align with their trading style. For instance, one trader might prefer to take trades when the price is above a moving average, while another might opt for trades when the MACD is below the MACD signal line. These external filters enable traders to choose options that best fit their trading strategies. See the example below. Note that the input sources for the External AI filter can be any indicator applied to the chart, and the input source per se does not make this strategy unique. The AI filter takes the selected input source and applies our function to it. So, if a trader selects RSI as an input filter, RSI is not unique, but how the source is computed within the AI functions is. How is it calculated? Once the external filters are selected and enabled within the settings panel, our AI function is applied to enhance the filter's ability to execute trades, even when the set conditions of the filter are not met. For instance, if a trader wants to take trades only when the price is above a moving average, the AI filter can actually execute trades even if the price is below the moving average. The filter works by combining k-nearest Neighbors (KNN) with Geometric Brownian Motion (GBM) involves first using GBM to model the historical price trends of an asset, identifying patterns of drift and volatility. KNN is then applied to compare the current market conditions with historical instances, identifying the closest matches based on similar market behaviors. By examining the drift values of these nearest historical neighbors, KNN predicts the current trend's direction. The AI adaptability value is a setting that determines how flexible the AI algorithm is when applying the external AI filter. Setting the adaptability to 10 indicates minimal adaptability, suggesting that the bot will strictly adhere to the set filter criteria. On the other hand, a higher adaptability value grants the algorithm more leeway to "think outside the box," allowing it to consider signals that may not strictly meet the filter criteria but are deemed viable trading opportunities by the AI. █ Examples In this example, the RSI is used to filter out signals when the RSI is below the smoothing line, indicating that prices are declining. Note that the external filter is specifically designed to work with either 'LONG ONLY' or 'SHORT ONLY' modes; it does not apply when the bot is set to trade on 'BOTH' modes. For 'LONG ONLY' positions, the filter criteria are met when source 1 is greater than source 2 (source 1 >= source 2). Conversely, for 'SHORT ONLY' positions, the filter criteria require source 1 to be less than source 2 (source 1 <= source 2). Examples of Filter Usage: Long Signals: To receive long signals when the closing price is higher than a moving average, set Source 1 to the 'close' price and Source 2 to a moving average value. This setup ensures that signals are generated only when the closing price exceeds the moving average, indicating a potential upward trend. █ Settings ⚪ Set Timeframe Choosing the correct entry and exit timeframes is crucial for the bot's performance. The general guideline is to select a timeframe that is higher than the one currently displayed on the trading chart but still relatively close in duration. For instance, if trading on a 1-minute chart, setting the bot's Timeframe to 5 minutes is advisable. ⚪ Entry Traders have the flexibility to configure the bot according to their trading strategy, allowing them to choose whether the bot should engage in long positions only, short positions only or both. This customization ensures that the bot aligns with the trader's market outlook and risk tolerance. ⚪ Pyramiding Pyramiding functionality is available to enhance the bot's trading strategy. If the current position experiences a drawdown by a specified number of points, the bot is programmed to add new positions to the existing one, potentially capitalizing on lower prices to average down the entry cost. To utilize this feature, access the settings panel, navigate to 'Properties,' and look for 'Pyramiding' to specify the number of times the bot can re-enter the market (e.g., setting it to 2 allows for two additional entries). ⚪ Risk Management The bot incorporates several risk management methods, including a regular stop loss, trailing stop, and risk-reward-based stop loss and exit strategies. These features assist traders in managing their risk. Stop Loss Trailing Stop ⚪ Trading on specific days This feature allows trading on specific days by setting which days of the week the bot can execute trades on. It enables traders to tailor their strategies according to market behavior on particular days. ⚪ Alerts Alerts can be set for entry, exit, and risk management. This feature allows traders to automate their trading strategy, ensuring timely actions are taken according to predefined criteria. █ How is Crypto Punk calculated? The Crypto Punk Bot is a trading bot that utilizes a combination of price action analysis and elements inspired by Geometric Brownian Motion (GBM) to generate buy and sell signals for cryptocurrencies. The bot focuses on analyzing the difference between high and low prices over various timeframes, alongside estimates of drift (trend) and volatility derived from GBM principles. Timeframe Analysis for Price Action The bot examines multiple timeframes (e.g., daily, weekly) to identify the range between the highest and lowest prices within each period. This range analysis helps in understanding market volatility and the potential for significant price movements. The algorithm calculates the trading range by applying maximum and minimum functions to the set of prices over your selected timeframe. It then subtracts these values to determine the range's width. This method offers a quantitative measure of the asset's price volatility for the specified period. Estimating Drift (Trend) The bot estimates the drift component, which reflects the underlying trend or expected return of the cryptocurrency. The algorithm does this by estimating the drift (trend) using Geometric Brownian Motion (GBM), which involves determining an asset's average rate of return over time, reflecting the asset's expected direction of movement. Estimating Volatility Volatility is estimated by calculating the standard deviation of the logarithmic returns of the cryptocurrency's price over the same timeframe used for the drift calculation. Geometric Brownian Motion (GBM) involves measuring the extent of variation or dispersion in the returns of an asset over time. In the context of GBM, volatility quantifies the degree to which the price of an asset is expected to fluctuate around its drift. Combining Drift and Volatility for Signal Generation The bot uses the calculated drift and volatility to understand the current market conditions. A higher drift coupled with manageable volatility may indicate a strong upward trend, suggesting a potential buy signal. Conversely, a low or negative drift with increasing volatility might suggest a weakening market, triggering a sell signal. █ Strategy Properties This script backtest is done on the 1 hour chart Bitcoin, using the following backtesting properties: Balance (default): 10 000 (default base currency) Order Size: 10% of the equity Commission: 0.05 % Slippage: 500 ticks Stop Loss: Risk Reward set to 1 These parameters are set to provide an accurate representation of the backtesting environment. It's important to recognize that default settings may vary for several reasons outlined below: Order Size: The standard is set at one contract to facilitate compatibility with a wide range of instruments, including futures. Commission: This fee is subject to fluctuation based on the specific market and financial instrument, and as such, there isn't a standard rate that will consistently yield accurate outcomes. We advise users to customize the Script Properties in the strategy settings to match their personal trading accounts and preferred platforms. This adjustment is crucial for obtaining practical insights from the deployed strategies. ----------------- Disclaimer The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs. My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
กลยุทธ์ Pine Script®สคริปต์แบบชำระเงิน
โดย Zeiierman
5
Trend Analysis Ultimate (Zeiierman)█ Overview Trend Analysis Ultimate (Zeiierman) highlights meaningful pullbacks within active market trends and visualizes them through green and red columns, retracement triangles, and an optional trend-colored background. It is designed to make the distinction between continuation and transition phases clear at a glance while automatically managing dynamic trailing stops, early and partial profit-taking levels, and alert conditions for entries, take-profits, and full exits. The system adapts to changing market structure in real time, allowing traders to monitor momentum shifts, retracement strength, and phase transitions with precision. By combining structural mapping with adaptive sensitivity controls, it provides a complete framework for identifying where a trend is likely to continue, pause, or reverse. ⚪ Why This One Is Unique Unlike traditional trend tools that simply color bars or measure moving averages, Trend Analysis Ultimate integrates retracement mapping with trend phase detection. Its framework merges contextual structure analysis (higher highs/lows or lower highs/lows) with dynamic sensitivity controls, identifying both the rhythm and the stress points within a trend. Through a unified signal logic and adaptive retracement engine, traders can distinguish between normal pullbacks within a trend and retracements that precede reversal — all visualized with intuitive, color-coded accuracy. █ Main features ⚪ Retracements A retracement is a temporary move against the prevailing trend. It often signals a pause, potential continuation opportunity, or the early stages of a reversal. In this indicator, green/red retracement columns mark significant pullbacks that frequently precede new local highs/lows, continuation legs, or the end of a trend. Key concept: Retracements appear at both continuation points and turning points. The trader’s edge is in recognizing whether the pullback is a reset of strength or the first warning that the current trend is losing control. Bullish Retracement Bearish Retracement ⚪ Retracements Signals The Retracement Signals feature highlights the precise moments when a temporary counter-move within a dominant trend shows signs of exhaustion and potential continuation. It converts early momentum shifts into clear bullish or bearish setup signals. Bullish Retracement Signal Bearish Retracement Signal ⚪ Trend The Trend Feature visually defines the current market regime — bullish, bearish, or neutral — by dynamically coloring bars, the indicator background, and the Confirmed Trend Columns in the lower panel. Together, these elements reflect the underlying directional bias detected by the trend engine, providing immediate context for all retracement, continuation, and entry signals. Green bars, background, and confirmed columns → Active Bullish Trend Phase Red bars, background, and confirmed columns → Active Bearish Trend Phase Light or neutral bars → Transition Phase, signaling potential trend change or reduced directional strength. █ How to Use ⚪ Major Retracements / Pullbacks Major Bullish Retracements Step 1: Ask Key Context Questions When green retracement columns appear in the indicator window, ask yourself: Are we in a bullish trend? Look for higher highs (HH) and higher lows (HL). Confirm that trendlines are pointing upward. Is this forming a higher low? Green columns often print during pullbacks, just before price forms a higher low and the uptrend continues. Is this a healthy correction? If price respects previous structure or the rising trendline, and the green bars begin shrinking, it indicates renewed strength and that the pullback may be ending. Step 2: Apply Practically If the answers above are Yes, the retracement likely represents a continuation opportunity. Confirm an uptrend (HH/HL structure, rising trendlines). Treat green columns as a pullback zone within that trend. Watch for confirmation such as: Rejection candles near support Break of a short-term downtrend line Volume confirming renewed buying pressure Enter once price resumes upward movement, not during the retracement itself. Major Bearish Retracements Step 1: Ask Key Context Questions When red retracement columns appear in the indicator window, ask yourself: Are we in a bearish trend? Check if lower highs (LH) and lower lows (LL) are forming, and confirm that trendlines are pointing downward. Is this forming a lower high? Red columns often appear during pullbacks, just before price forms a lower high and the downtrend resumes. Is this a healthy correction? If price respects prior resistance or a falling trendline, and the red bars begin shrinking, it signals renewed weakness and that the pullback may be ending. Step 2: Apply Practically If the answers above are Yes, the retracement likely marks a continuation opportunity in the prevailing downtrend. Confirm a downtrend (LH/LL structure, falling trendlines). Treat red columns as a pullback zone within that trend. Watch for confirmation such as: Rejection candles near resistance Break of a short-term uptrend line Volume confirming renewed selling pressure Enter once price resumes downward movement, not during the retracement itself. ⚪ Minor Retracements / Pullbacks Minor retracements represent short, fast counter-moves within an active trend. They often occur as quick pauses or micro-corrections and are best suited for scalping or short-term continuation setups. Always align these signals with the dominant background trend and confirm direction using clear trendlines to stay on the right side of market structure. Minor Bullish Retracements When price is in a clear uptrend and a small pullback occurs: Watch for short sequences of green retracement impulses (▲) or shrinking green columns on the indicator. Treat these as quick buy-the-dip zones within the larger bullish context. Look for confirmation from trendline support or a rejection candle before entering. Minor Bearish Retracements When price is trending downward and a brief rally appears: Watch for red retracement impulses (▼) or shrinking red columns indicating weakening upward correction. Use these as potential short re-entry zones in line with the broader downtrend. Confirm with rejection at resistance or a break of a short-term uptrend line. ⚪ Retracements Signals Bullish Signals Bullish Retracement Signals appear during an active uptrend, typically within retracement phases when the market experiences a short-term pullback against the main trend. These signals are triggered when the retracement shows signs of exhaustion and the indicator detects renewed buying momentum aligned with the broader bullish structure. They highlight potential continuation points, where the price may resume making higher highs after completing a healthy correction. This setup leverages the natural rhythm of the market — capturing the moment buyers regain control following temporary weakness. Bearish Signals Bearish Retracement Signals form during an active downtrend, typically within counter-trend rallies or retracement phases against the dominant bearish direction. They emerge when temporary upward movement loses strength, and the indicator identifies renewed selling pressure aligned with the main trend. These signals often precede fresh downside continuation — when sellers reassert control and push price toward new lower lows. ⚪ Identifying the End of One Trend and the Start of Another Every trend eventually runs out of strength. Early signs often look like a normal retracement, a routine pullback within the existing move. But when price fails to attract enough buyers or sellers to continue in the same direction, that retracement can mark the turning point where momentum shifts and a new trend begins. When price can no longer find support in an uptrend or resistance in a downtrend, it signals exhaustion of the current phase and a possible transition into the opposite direction. The retracement columns highlight these transition zones, areas where one trend may fade and another may start forming. When they appear, it’s important to ask: Is the current trend mature? The longer a trend has been running, the greater the likelihood of reversal. If retracement columns show up late in a multi-leg move, treat them as early warnings. Are there reversal signs forming? Watch for structures like double tops, double bottoms, trendline breaks, or channel violations that suggest the trend’s strength is fading. By combining retracement columns with a clear understanding of trend structure and price action, traders can better distinguish between healthy pullbacks and the emergence of a new trend. Bullish Trend Ends Bearish Trend Ends █ How It Works ⚪ Trend Phase Architecture The indicator models directional bias through a continuously adaptive trend-mapping framework. It classifies market states as bullish, bearish, or neutral based on slope polarity and structural persistence. Calculation: Utilizes layered regression vectors and dynamic range analysis to estimate directional gradients, blending short- and long-term components to maintain stability while remaining responsive to new motion. ⚪ Retracement Detection Engine Retracement columns quantify counter-movements within the dominant trend, identifying deceleration, pullback depth, and phase overlap. Each bar’s classification reflects the relative strength trend progression. Calculation: Applies trend-state comparison with phase-weighted averaging to isolate transitional motion. The resulting dual-polar columns (green/red) are normalized to a zero-centered scale for visual symmetry and precision. ⚪ Impulse & Triangle Module Retracement impulses (▲/▼) represent local acceleration spikes during pullback phases, revealing the moment when opposing momentum reaches statistical significance. Calculation: Identifies short-term impulse clusters through curvature mapping to isolate localized bursts of directional momentum within the retracement phase. ⚪ Entry & Signal Logic The entry module fuses retracement data with trend-state validation, filtering signals through contextual structure and confirmation hierarchy. Only qualified impulses aligned with the dominant vector trigger actionable events. Calculation: Integrates a composite decision function using multi-phase sensitivity weighting, differential smoothing, and state gating to separate impulsive noise from valid continuation momentum. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
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โดย Zeiierman
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