UO CrossThis particular UO Cross is evolved into far more flexible and visually intuitive oscillator than previous versions.
After thorough experiments with the code of indicator, I came to new deductions on how to use it properly for random TF and made it simpler.
How to read a chart using UOX:
Before uptrend takes place, we see the both indicator levels moving towards green dotted line (40).
When green UO index passes below 40, it's an alert that the market is about to interact to new demand levels, coloring it blue for a potential reversal.
Once green UO index is moving up and crossing above green dotted line - the second signal of uptrend established.
Another strong sign of uptrend is when green UO index passes above red UO index, coloring the space in between 2 indicators greenish.
At this point of time, we can be more confident that the general movement of the price is headed upwards, although we might see some small corrections there.
During uptrend Green UO index will fluctuate above red UO index.
Both indices will rise, getting closer and closer to red dotted line, which psychologically would be the first signs of the reversal of the uptrend.
When you see green UO index passing above red dotted line 60, coloring orangish, that's a serious alert for upcoming reversal.
I'll once more remind you that at this point of time both UO indices are at overbought levels, def above 50.
You know the situation is serious when you witness red UO index being very close to red dotted line!
To confirm the signals for downtrend, you must see green UO index go down and passing below red dotted line.
Second confirmation of downtrend is when green UO index crosses below red UO index, and colors the space in between indices red.
With this indicator we can understand:
Condition of the market
Early signs and alerts for reversal
Signals of entry
Confirmations of those signals
Visualized mass psychology behind domination of bulls / bears
It would be much better if you combine it with volume-based indicators.
Good luck!
Cerca negli script per "reversal"
Combo Strategy 123 Reversal & CMOfilt This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
This indicator plots a CMO which ignores price changes which are less
than a threshold value. CMO was developed by Tushar Chande. A scientist,
an inventor, and a respected trading system developer, Mr. Chande developed
the CMO to capture what he calls "pure momentum". For more definitive
information on the CMO and other indicators we recommend the book The New
Technical Trader by Tushar Chande and Stanley Kroll.
The CMO is closely related to, yet unique from, other momentum oriented
indicators such as Relative Strength Index, Stochastic, Rate-of-Change, etc.
It is most closely related to Welles Wilder`s RSI, yet it differs in several ways:
- It uses data for both up days and down days in the numerator, thereby directly
measuring momentum;
- The calculations are applied on unsmoothed data. Therefore, short-term extreme
movements in price are not hidden. Once calculated, smoothing can be applied to the
CMO, if desired;
- The scale is bounded between +100 and -100, thereby allowing you to clearly see
changes in net momentum using the 0 level. The bounded scale also allows you to
conveniently compare values across different securities.
WARNING:
- For purpose educate only
- This script to change bars colors.
Rounded Bottom Breakout Strategy Moving Averages20-day SMA , 34-day EMA , 50-day SMA and 200-day SMA moving average indicator based on Rick Saddler's Rounded Bottom Reversal Breakout Strategy
Megalodon Pro Automated Shorter Term TimerHow to use?
It should be used on 1 minute time frame for finding potential market reversal points.
It shows reversal signals by printing Green for Buy - Orange for Strong Buy - Red for Sell - Purple for Strong Sell signals.
Trend Shift Indicator v2.0 [Bradford Fournier]TSI v2.0-- Early Trend Shift Indicator Version 2.0
PURPOSE: This indicator detects early changes in trends and provides confirmation
TSI aims to do the following simultaneously:
detect trend changes early
provide a means of trend confirmation -- while still being early in the cycle change
provide an early indication of trend changing away from positive.
SIGNALS
EARLY SELL: Green peaked and decreasing
SELL: GREEN TO RED
(STRONG SELL: TSI peaked and crossunder "overbought input(180)")
BUY: RED TO GREEN
NOTE: Version 1 is still operative and updated. This is simply an alternative version for those who prefer it. SEE CHANGES BELOW
-----------------
VERSION 2 CHANGES:
Earlier reversal indications.
Dynamic risk range. (yellow filler)
[*}Overlay for signal confirmation
Cyatophilum MACD Hist [ALERT SETUP]Hello, I made a classic MACD Histogram indicator, with custom alerts and parameters though.
Shapes
Green circles : The MACD histogram is reversing, this is a buy (or Long) signal.
Red circles : The MACD histogram is reversing, this is a sell (or Short) signal.
Green Arrow up : The MACD histogram is enduring a bear fakeout. This is a buy signal.
Red Arrow up : The MACD histogram is enduring a bullfakeout. This is a sell signal.
Parameters ( INPUTS )
Classic MACD parameters.
Sensitivity : (1 = really sensitive to reverals and fakeouts - 5 = much less sensitive)
Activate Fakeouts : default is true. Uncheck to deactivate fakeout on chart /!\ will also deactivate fakeout alerts
Alerts (Automated trading alerts : SMS, email, etc.) that you can create :
Buy : a buy signal that will trigger on a bull reversal or a bear fakeout. No more than one buy/sell signal in a row (You will not get multiple buy signals or multiple sell signals in a row)
Sell : a sell signal that will trigger on a bearreversal or a bullfakeout. No more than one buy/sell signal in a row (You will not get multiple buy signals or multiple sell signals in a row)
Buy (Bull Reversal) : a buy signal that will trigger on each bull reversal.
Buy (Bear Fakeout) : a buy signal that will trigger on each bear fakeout.
Sell (Bear Reversal) : a sell signal that will trigger on each bear reversal.
Sell (Bull Fakeout) : a sell signal that will trigger on each bull fakeout.
If you like, leave a comment, thanks! If you find any bug, thanks for telling me!
-----------------------------------------------------------------------------------------------------------------
I am selling access to private scripts and backtests that can be found on my website .
I am also open to commissions : TradingView's PineScript development, reverse engineering.
Thanks.
PRPI - Potential Reversal Points IndicatorThis indicator signals potential exhaustion of current trend.
Green background means we are in up-trend.
Spike in the opposite direction on histogram signals a waning of trend exhaustion.
Comment on this to get an access.
CCI AnalysesThis script analyses the CCI indicator values, showing when a fall in price or a rise in price may happen, or when the CCI is confirming the trend.
The user can personalize:
The period to be used and the range of the CCI bands ( by default)
The slow SMA period to be used and the price percentage variation to react for bullish/bearish
Consecutive number of bullish/bearish in order to consider the CCI as a trend confirmation rather than a price reversal
Outside the Bollinger Bands Alerting Indicator Overview
The Outside the Bollinger Bands Alerting Indicator is a comprehensive technical analysis tool that combines multiple proven
indicators into a single, powerful system designed to identify high-probability reversal patterns at Bollinger Band extremes. This
indicator goes beyond simple band touches to detect sophisticated pattern formations that often signal strong directional moves.
Key Features & Capabilities
🎯 Advanced Pattern Recognition
Bollinger Band Breakout Patterns
- Detects "pierce-and-reject" formations where price breaks through a Bollinger Band but immediately reverses back inside
- Identifies failed breakouts that often lead to strong moves in the opposite direction
- Combines multiple confirmation signals: engulfing candle patterns, MACD momentum, and ATR volatility filters
- Visual alerts with symbols positioned below (bullish) or above (bearish) candles
Tweezer Top & Bottom Patterns
- Identifies consecutive candles with nearly identical highs (tweezer tops) or lows (tweezer bottoms)
- Requires at least one candle to breach the respective Bollinger Band
- Confirms reversal with directional close requirements
- Customizable tolerance settings for pattern sensitivity
- Visual alerts with ❙❙ symbols for easy identification
📊 Multi-Indicator Integration
Bollinger Bands Indicator
- Dual-band configuration with outer (2.0 std dev) and inner (1.5 std dev) bands that can be adjusted to suit your own parameters
- Configurable MA types: SMA, EMA, SMMA (RMA), WMA, VWMA
- Customizable length, source, and offset parameters
- Color-coded band fills for visual clarity
Moving Average Suite
- EMA 9, 21, 50, and 200 (individually toggleable)
- Special "SMA 3 High" for help visualizing and detecting Bollinger Band break-outs
- Dynamic color coding based on price relationship
Optional Ichimoku Cloud overlay
- Complete Ichimoku implementation with customizable periods
- Dynamic cloud coloring based on trend direction
- Toggleable overlay that doesn't interfere with other indicators
🚨 Comprehensive Alert System
Real-Time JSON Alerts
- Sends structured data on every confirmed bar close
- Includes all indicator values: BB levels, EMAs, MACD, RSI
- Contains signal states and crossover conditions
- Perfect for automated trading systems and webhooks
{"timestamp":1753118700000,"symbol":"ETHUSD","timeframe":"5","price":3773.3,"bollinger_bands":{"upper":3826.95,"basis":3788.32,"lower":3749.68},"emas":{"ema_9":3780.45,"ema_21":3788.92,"ema_50":3800.79,"ema_200":3787.74,"sma_3_high":3789.45},"macd":{"macd":-10.1932,"signal":-11.3266,"histogram":1.1334},"rsi":{"rsi":40.5,"rsi_ma":39.32,"level":"neutral"}}
Specific Alert Conditions
- MACD histogram state changes (rising to falling, falling to rising)
- RSI overbought/oversold crossovers
- All pattern detections (BB Bounce, Tweezer patterns)
- Bollinger Band breakout alerts
🎨 Visual Elements
Pattern Identification
- ♻ symbols for Bollinger Band breakout patterns (green for bullish, red for bearish)
- ❙❙ symbols for tweezer patterns (green below for bottoms, red above for tops)
- Color-coded band fills for trend visualization
Chart Overlay Options
- All moving averages with distinct colors
- Bollinger Bands with inner and outer boundaries
- Optional Ichimoku cloud with trend-based coloring
Trading Applications
Reversal Trading
- Identify high-probability reversal points at extreme price levels
- Use failed breakout patterns for entry signals
- Combine multiple timeframes for enhanced accuracy
Trend Analysis
- Monitor moving average relationships for trend direction
- Use Ichimoku cloud for trend strength assessment
- Track momentum with MACD and RSI integration
Risk Management
- ATR-based volatility filtering reduces false signals
- Multiple confirmation requirements improve signal quality
- Real-time alerts enable prompt decision making
Suggested Use
- Use on multiple timeframes for confluence
- Combine with support/resistance levels for enhanced accuracy
- Set up alerts for hands-free monitoring
- Customize settings based on market volatility and trading style
- Consider volume confirmation for stronger signals
Liquidity Sweep ReversalOverview
The Liquidity Sweep Reversal indicator is a sophisticated intraday trading tool designed to identify high-probability reversal opportunities after liquidity sweeps occur at key market levels. Based on Smart Money Concepts (SMC) and Institutional Order Flow analysis, this indicator helps traders catch market reversals when stop-loss clusters are hunted.
Key Features
🎯 Multi-Level Liquidity Analysis
Previous Day High/Low (PDH/PDL) detection
Previous Week High/Low (PWH/PWL) tracking
Session highs/lows for Asian, London, and New York markets
Real-time level validation and usage tracking
⚡ Advanced Signal Generation
CISD (Change In State of Delivery) detection algorithm
Engulfing pattern recognition at key levels
Liquidity sweep confirmation system
Directional bias filtering to avoid false signals
⏰ Kill Zone Integration
Pre-configured optimal trading windows
Asian Kill Zone (20:00-00:00 EST)
London Kill Zone (02:00-05:00 EST)
New York AM/PM Kill Zones (08:30-11:00 & 13:30-16:00 EST)
Optional kill zone-only trading mode
🛠 Customization Options
Multiple timezone support (NY, London, Tokyo, Shanghai, UTC)
Flexible HTF (Higher Time Frame) selection
Adjustable signal sensitivity
Visual customization for all levels and signals
Hide historical signals option for cleaner charts
How It Works
The indicator continuously monitors price action around key liquidity levels
When price sweeps liquidity (stop-loss hunting), it marks potential reversal zones
Confirmation signals are generated through CISD or engulfing patterns
Trade signals appear as arrows with color-coded candles for easy identification
Best Suited For
Intraday traders focusing on 1m to 15m timeframes
Smart Money Concepts (SMC) practitioners
Scalpers looking for high-probability reversal entries
Traders who understand liquidity and market structure
Usage Tips
Works best on liquid forex pairs and major indices
Combine with volume analysis for stronger confirmation
Use proper risk management - not all signals will be winners
Monitor higher timeframe bias for better accuracy
==============================================
日内流动性掠夺反向开单指标
指标简介
这是一款基于Smart Money概念（SMC）开发的高级日内交易指标，专门用于识别市场在关键价格水平扫除流动性后的反转机会。通过分析机构订单流和流动性分布，帮助交易者精准捕捉止损扫单后的市场反转点。
核心功能
多维度流动性分析
前日高低点（PDH/PDL）自动标记
前周高低点（PWH/PWL）动态跟踪
亚洲、伦敦、纽约三大交易时段高低点识别
关键位使用状态实时监控，避免重复信号
智能信号系统
CISD（Change In State of Delivery）算法检测
关键位吞没形态识别
流动性扫除确认机制
方向过滤系统，大幅降低虚假信号
黄金交易时段
内置Kill Zone时间窗口
支持亚洲、伦敦、纽约AM/PM四个黄金时段
可选择仅在Kill Zone内交易
时区智能切换，全球交易者适用
个性化设置
支持多时区切换（纽约/伦敦/东京/上海/UTC）
HTF周期自动适配或手动选择
信号灵敏度可调
所有图表元素均可自定义样式
历史信号隐藏功能，保持图表整洁
适用人群
日内短线交易者（1分钟-15分钟）
SMC交易体系践行者
追求高胜率反转入场的投机者
理解流动性和市场结构的专业交易者
使用建议
推荐用于主流加密货币、外汇对和股指期货
配合成交量分析效果更佳
严格止损，理性对待每个信号
关注更高时间框架的趋势方向
风险提示： 任何技术指标都不能保证100%准确，请结合自己的交易系统和风险管理使用。
BB with Heikin Ashi + Reversal CheckThis indicator combines Bollinger Bands (BB) with Heikin Ashi candles to detect potential reversal points after price breaks the BB boundaries. It works on any symbol and timeframe, retrieving Heikin Ashi data via request.security().
Core Features
Heikin Ashi Candle Plot
Smooths price action by using Heikin Ashi candles instead of regular candles.
Candles are plotted directly on the chart with green (bullish) and red (bearish) colors.
Bollinger Bands (BB)
Calculated from Heikin Ashi close price.
Includes Basis (MA), Upper Band, and Lower Band, with customizable MA type, length, and standard deviation multiplier.
Break & Reversal Detection
The indicator tracks whether the price has broken above the Upper Band (p1) or below the Lower Band (p2).
It remembers the last breakout direction until the opposite breakout occurs (mutually exclusive logic).
Signal Logic
Long Signal (▲):
Price was previously below the Lower Band and then reversed upward (BB Lower rising + Heikin Ashi candle rising).
Short Signal (▼):
Price was previously above the Upper Band and then reversed downward (BB Upper falling + Heikin Ashi candle falling).
Alerts
Custom alert conditions trigger when Long or Short signals occur, allowing automated notifications or bot integration.
Use Cases
✅ Swing Trading / Trend Reversal – Identify potential bottom/top reversals after BB breakouts.
✅ Mean Reversion Strategies – Enter trades when the price reverts to the BB mean after an extreme breakout.
✅ Multi-Timeframe Analysis – Works with any timeframe and symbol via request.security().
Customization
MA Type: SMA, EMA, RMA, WMA, VWMA
BB Length & StdDev Multiplier
Timeframe & Symbol Selection
Universal Renko Bars by SiddWolfUniversal Renko Bars or UniRenko Bars is an overlay indicator that applies the logic of Renko charting directly onto a standard candlestick chart. It generates a sequence of price-driven bricks, where each new brick is formed only when the price moves a specific amount, regardless of time. This provides a clean, price-action-focused visualization of the market's trend.
WHAT IS UNIVERSAL RENKO BARS?
For years, traders have faced a stark choice: the clean, noise-free world of Renko charts, or the rich, time-based context of Candlesticks. Choosing Renko meant giving up your favorite moving averages, volume profiles, and the fundamental sense of time. Choosing Candlesticks meant enduring the market noise that often clouds true price action.
But what if you didn't have to choose?
Universal Renko Bars is a revolutionary indicator that ends this dilemma. It's not just another charting tool; it's a powerful synthesis that overlays the pure, price-driven logic of Renko bricks directly onto your standard candlestick chart. This hybrid approach gives you the best of both worlds:
❖ The Clarity of Renko: By filtering out the insignificant noise of time, Universal Renko reveals the underlying trend with unparalleled clarity. Up trends are clean successions of green bricks; down trends are clear red bricks. No more guesswork.
❖ The Context of Candlesticks: Because the Renko logic is an overlay, you retain your time axis, your volume data, and full compatibility with every other time-based indicator in your arsenal (RSI, MACD, Moving Averages, etc.).
The true magic, however, lies in its live, Unconfirmed Renko brick. This semi-transparent box is your window into the current bar's real-time struggle. It grows, shrinks, and changes color with every tick, showing you exactly how close the price is to confirming the trend or forcing a reversal. It’s no longer a lagging indicator; it’s a live look at the current battle between buyers and sellers.
Universal Renko Bars unifies these two powerful charting methods, transforming your chart into a more intelligent, noise-free, and predictive analytical canvas.
HOW TO USE
To get the most out of Universal Renko Bars, here are a few tips and a full breakdown of the settings.
Initial Setup for the Best Experience
For the cleanest possible view, it's highly recommended that you hide the body of your standard candlesticks, that shows only the skelton of the candle. This allows the Renko bricks to become the primary focus of your chart.
→ Double click on the candles and uncheck the body checkbox.
Settings Breakdown
The indicator is designed to be powerful yet intuitive. The settings are grouped to make customization easy.
First, What is a "Tick"?
Before we dive in, it's important to understand the concept of a "Tick." In Universal Renko, a Tick is not the same as a market tick. It's a fundamental unit of price movement that you define. For example, if you set the Tick Size to $0.50, then a price move of $1.00 is equal to 2 Ticks. This is the core building block for all Renko bricks. Tick size here is dynamically determined by the settings provided in the indicator.
❖ Calculation Method (The "Tick Size" Engine)
This section determines the monetary value of a single "Tick."
`Calculation Method` : Choose your preferred engine for defining the Tick Size.
`ATR Based` (Default): The Tick Size becomes dynamic, based on market volatility (Average True Range). Bricks will get larger in volatile markets and smaller in quiet ones. Use the `ATR 14 Multiplier` to control the sensitivity.
`Percentage` : The Tick Size is a simple percentage of the current asset price, controlled by the `Percent Size (%)` input.
`Auto` : The "set it and forget it" mode. The script intelligently calculates a Tick Size based on the asset's price. Use the `Auto Sensitivity` slider to make these automatically calculated bricks thicker (value > 1.0) or thinner (value < 1.0).
❖ Parameters (The Core Renko Engine)
This group controls how the bricks are constructed based on the Tick Size.
`Tick Trend` : The number of "Ticks" the price must move in the same direction to print a new continuation brick. A smaller value means bricks form more easily.
`Tick Reversal` : The number of "Ticks" the price must move in the opposite direction to print a new reversal brick. This is typically set higher than `Tick Trend` (e.g., double) to filter out minor pullbacks and market noise.
`Open Offset` : Controls the visual overlap of the bricks. A value of `0` creates gapless bricks that start where the last one ended. A value of `2` (with a `Tick Reversal` of 4) creates the classic 50% overlap look.
❖ Visuals (Controlling What You See)
This is where you tailor the chart to your visual preference.
`Show Confirmed Renko` : Toggles the solid-colored, historical bricks. These are finalized and will never change. They represent the confirmed past trend.
`Show Unconfirmed Renko` : This is the most powerful visual feature. It toggles the live, semi-transparent box that represents the developing brick. It shows you exactly where the price is right now in relation to the levels needed to form the next brick.
`Show Max/Min Levels` : Toggles the horizontal "finish lines" on your chart. The green line is the price target for a bullish brick, and the red line is the target for a bearish brick. These are excellent for spotting breakouts.
`Show Info Label` : Toggles the on-chart label that provides key real-time stats:
🧱 Bricks: The total count of confirmed bricks.
⏳ Live: How many chart bars the current live brick has been forming. These bars forms the Renko bricks that aren't confirmed yet. Live = 0 means the latest renko brick is confirmed.
🌲 Tick Size: The current calculated value of a single Tick.
Hover over the label for a tooltip with live RSI(14), MFI(14), and CCI(20) data for additional confirmation.
TRADING STRATEGIES & IDEAS
Universal Renko Bars isn't just a visual tool; it's a foundation for building robust trading strategies.
Trend Confirmation: The primary use is to instantly identify the trend. A series of green bricks indicates a strong uptrend; a series of red bricks indicates a strong downtrend. Use this to filter out trades that go against the primary momentum.
Reversal Spotting: Pay close attention to the Unconfirmed Brick . When a strong trend is in place and the live brick starts to fight against it—changing color and growing larger—it can be an early warning that a reversal is imminent. Wait for the brick to be confirmed for a higher probability entry.
Breakout Trading: The `Max/Min Levels` are your dynamic breakout zones. A long entry can be considered when the price breaks and closes above the green Max Level, confirming a new bullish brick. A short entry can be taken when price breaks below the red Min Level.
Confluence & Indicator Synergy: This is where Universal Renko truly shines. Overlay a moving average (e.g., 20 EMA). Only take long trades when the green bricks are forming above the EMA. Combine it with RSI or MACD; a bearish reversal brick forming while the RSI shows bearish divergence is a very powerful signal.
A FINAL WORD
Universal Renko Bars was designed to solve a fundamental problem in technical analysis. It brings together the best elements of two powerful methodologies to give you a clearer, more actionable view of the market. By filtering noise while retaining context, it empowers you to make decisions with greater confidence.
Add Universal Renko Bars to your chart today and elevate your analysis. We welcome your feedback and suggestions for future updates!
Follow me to get notified when I publish New Indicator.
~ SiddWolf
Adaptive MACD Deluxe [AlgoAlpha]OVERVIEW
This script is an advanced rework of the classic MACD indicator, designed to be more adaptive, visually informative, and customizable. It enhances the original MACD formula using a dynamic feedback loop and a correlation-based weighting system that adjusts in real-time based on how deterministic recent price action is. The signal line is flexible, offering several smoothing types including Heiken Ashi, while the histogram is color-coded with gradients to help users visually identify momentum shifts. It also includes optional normalization by volatility, allowing MACD values to be interpreted as relative percentage moves, making the indicator more consistent across different assets and timeframes.
CONCEPTS
This version of MACD introduces a deterministic weight based on R-squared correlation with time, which modulates how fast or slow the MACD adapts to price changes. Higher correlation means smoother, slower MACD responses, and low correlation leads to quicker reaction. The momentum calculation blends traditional EMA math with feedback and damping components to create a smoother, less noisy series. Heiken Ashi is optionally used for signal smoothing to better visualize short-term trend bias. When normalization is enabled, the MACD is scaled by an EMA of the high-low range, converting it into a bounded, volatility-relative indicator. This makes extreme readings more meaningful across markets.
FEATURES
The script offers six distinct options for signal line smoothing: EMA, SMA, SMMA (RMA), WMA, VWMA, and a custom Heiken Ashi mode based on the MACD series. Each option provides a different response speed and smoothing behavior, allowing traders to match the indicator’s behavior to their strategy—whether it's faster reaction or reduced noise.
Normalization is another key feature. When enabled, MACD values are scaled by a volatility proxy, converting the indicator into a relative percentage. This helps standardize the MACD across different assets and timeframes, making overbought and oversold readings more consistent and easier to interpret.
Threshold zones can be customized using upper and lower boundaries, with inner zones for early warnings. These zones are highlighted on the chart with subtle background fills and directional arrows when MACD enters or exits key levels. This makes it easier to spot strong or weak reversals at a glance.
Lastly, the script includes multiple built-in alerts. Users can set alerts for MACD crossovers, histogram flips above or below zero, and MACD entries into strong or weak reversal zones. This allows for hands-free monitoring and quick decision-making without staring at the chart.
USAGE
To use this script, choose your preferred signal smoothing type, enable normalization if you want MACD values relative to volatility, and adjust the threshold zones to fit your asset or timeframe. Use the colored histogram to detect changes in momentum strength—brighter colors indicate rising strength, while faded colors imply weakening. Heiken Ashi mode smooths out noise and provides clearer signals, especially useful in choppy conditions. Use alert conditions for crossover and reversal detection, or monitor the arrow markers for entries into potential exhaustion zones. This setup works well for trend following, momentum trading, and reversal spotting across all market types.
[blackcat] L1 Swing Reversal IndexOVERVIEW
The indicator is crafted to assist traders in identifying potential swing reversal points within various markets 📈✨. This sophisticated tool combines elements from price deviations, smoothed moving averages, and relative strength indices (RSIs) to generate actionable trade signals, making it easier for users to spot lucrative entry/exit opportunities. By visualizing key market conditions through customizable plots and labels, this indicator simplifies complex analyses into straightforward decisions.
Ideal for day traders or swing traders looking to capitalize on short-to-medium-term trends, the offers invaluable insights into market sentiment changes enabling precise timing of trades.
FEATURES
Dynamic Price Deviation Calculation: Computes adaptive price deviations considering both typical prices and volatility metrics.
Smoothed Deviations: Utilizes dual-smoothing techniques ensuring accurate reflection of underlying trends without excessive noise interference.
Enhanced RSI Integration: Includes a modified version of Relative Strength Index providing clearer overbought/oversold conditions.
Visual Signal Representation:
Colored columns indicating bullish/bearish pressure levels directly on the chart.
Dynamic labels marking specific buy/sell conditions enhancing clarity.
Customizable Parameters: Allows tweaking smoothing, volatility, and RSI periods according to user preferences facilitating tailored usage.
Alert Notifications: Supports real-time alerts via TradingView’s integrated system keeping traders informed promptly ✅🔔.
HOW TO USE
Script Setup:
Save the provided code under Indicators > Add Custom Indicator in your TradingView workspace.
Name appropriately and activate across desired charts.
Parameter Adjustments:
Configure Smoothing, Volatility, and RSI periods based on preferred trading styles or asset characteristics:
Shorter durations suit fast-paced environments while longer ones align better with slower-moving assets.
Experiment iteratively optimizing settings maximizing accuracy for specific needs.
Interpreting Plots/Labels:
Observe colored columns representing current market sentiment:
Green columns signify bullish momentum suggesting possible buying opportunities.
Red columns indicate bearish tendencies hinting at selling chances.
Note dynamic "BUY" & "SELL" labels triggered under predefined criteria guiding timely actions.
Incorporating Signals:
Integrate these generated cues within broader strategies leveraging support/resistance lines, volume data, etc., ensuring robust validation before executing trades.
Cross-reference alongside other complementary tools (e.g., MACD, Bollinger Bands) for added confirmation bolstering decision-making confidence.
Setting Up Alerts:
Enable alert notifications corresponding to crucial conditions ensuring timely updates via TradingView’s notification infrastructure.
Fine-tune alert messages reflecting personal requirements maintaining seamless workflow integration.
Testing & Validation:
Conduct thorough backtesting employing historical datasets verifying effectiveness amidst varying market scenarios.
Continuously refine parameter configurations enhancing overall performance mitigating false positives/negatives.
EXAMPLE SCENARIOS
Short-Term Trades: Capitalize on fleeting reversals by focusing primarily on shorter-period RSIs combined with swift price deviation movements.
Swing Strategies: Utilize medium-range settings identifying intermediate trend shifts maximizing profit potentials while minimizing risks.
LIMITATIONS
Accuracy relies heavily upon correctly configured inputs; hence regular re-evaluation aligning evolving dynamics proves imperative.
Excessive dependence solely on this metric might lead to missed opportunities during sideways/choppy phases necessitating additional confirmatory indicators.
Always complement outputs with fundamental analyses securing comprehensive perspectives effectively managing associated risks.
NOTES
Educational Insights: Gain deeper understanding exploring underlying principles behind price deviations and their role in technical analysis fostering better comprehension.
Risk Management Protocols: Employ strict risk management practices encompassing stop-loss/profit targets preserving capital integrity amid unpredictable market fluctuations.
Continuous Learning: Stay abreast exploring emerging financial landscapes incorporating innovative methodologies augmenting script utility and relevance.
THANKS
Thanks go out to everyone contributing towards refining and improving this script. Your valuable feedback fuels ongoing enhancements propelling superior trading experiences!
Entropy Chart Analysis [PhenLabs]📊 Entropy Chart analysis -
Version: PineScript™ v6
📌 Description
The Entropy Chart indicator analysis applies Approximate Entropy (ApEn) to identify zones of potential support and resistance on your price chart. It is designed to locate changes in the market’s predictability, with a focus on zones near significant psychological price levels (e.g., multiples of 50). By quantifying entropy, the indicator aims to identify zones where price action might stabilize (potential support) or become randomized (potential resistance).
This tool automates the visualization of these key areas for traders, which may have the effect of revealing reversal levels or consolidation zones that would be hard to discern through traditional means. It also filters the signals by proximity to key levels in an attempt to reduce noise and highlight higher-probability setups. These dynamic zones adapt to changing market conditions by stretching, merging, and expiring based on user-inputted rules.
🚀 Points of Innovation
Combines Approximate Entropy (ApEn) calculation with price action near significant levels.
Filters zone signals based on proximity (in ticks) to predefined significant price levels (multiples of 50).
Dynamically merges overlapping or nearby zones to consolidate signals and reduce chart clutter.
Uses ApEn crossovers relative to its moving average as the core trigger mechanism.
Provides distinct visual coloring for bullish, bearish, and merged (mixed-signal) zones.
Offers comprehensive customization for entropy calculation, zone sensitivity, level filtering, and visual appearance.
🔧 Core Components
Approximate Entropy (ApEn) Calculation : Measures the regularity or randomness of price fluctuations over a specified window. Low ApEn suggests predictability, while high ApEn suggests randomness.
Zone Trigger Logic : Creates potential support zones when ApEn crosses below its average (indicating increasing predictability) and potential resistance zones when it crosses above (indicating increasing randomness).
Significant Level Filter : Validates zone triggers only if they occur within a user-defined tick distance from significant price levels (multiples of 50).
Dynamic Zone Management : Automatically creates, extends, merges nearby zones based on tick distance, and removes the oldest zones to maintain a maximum limit.
Zone Visualization : Draws and updates colored boxes on the chart to represent active support, resistance, or mixed zones.
🔥 Key Features
Entropy-Based S/R Detection : Uses ApEn to identify potential support (low entropy) and resistance (high entropy) areas.
Significant Level Filtering : Enhances signal quality by focusing on entropy changes near key psychological price points.
Automatic Zone Drawing & Merging : Visualizes zones dynamically, merging close signals for clearer interpretation.
Highly Customizable : Allows traders to adjust parameters for ApEn calculation, zone detection thresholds, level filter sensitivity, merging distance, and visual styles.
Integrated Alerts : Provides built-in alert conditions for the formation of new bullish or bearish zones near significant levels.
Clear Visual Output : Uses distinct, customizable colors for buy (support), sell (resistance), and mixed (merged) zones.
🎨 Visualization
Buy Zones : Represented by greenish boxes (default: #26a69a), indicating potential support areas formed during low entropy periods near significant levels.
Sell Zones : Represented by reddish boxes (default: #ef5350), indicating potential resistance areas formed during high entropy periods near significant levels.
Mixed Zones : Represented by bluish/purple boxes (default: #8894ff), formed when a buy zone and a sell zone merge, indicating areas of potential consolidation or conflict.
Dynamic Extension : Active zones are automatically extended to the right with each new bar.
📖 Usage Guidelines
Calculation Parameters
Window Length
Default: 15
Range: 10-100
Description: Lookback period for ApEn calculation. Shorter lengths are more responsive; longer lengths are smoother.
Embedding Dimension (m)
Default: 2
Range: 1-6
Description: Length of patterns compared in ApEn calculation. Higher values detect more complex patterns but require more data.
Tolerance (r)
Default: 0.5
Range: 0.1-1.0 (step 0.1)
Description: Sensitivity factor for pattern matching (as a multiple of standard deviation). Lower values require closer matches (more sensitive).
Zone Settings
Zone Lookback
Default: 5
Range: 5-50
Description: Lookback period for the moving average of ApEn used in threshold calculations.
Zone Threshold
Default: 0.5
Range: 0.5-3.0
Description: Multiplier for the ApEn average to set crossover trigger levels. Higher values require larger ApEn deviations to create zones.
Maximum Zones
Default: 5
Range: 1-10
Description: Maximum number of active zones displayed. The oldest zones are removed first when the limit is reached.
Zone Merge Distance (Ticks)
Default: 5
Range: 1-50
Description: Maximum distance in ticks for two separate zones to be merged into one.
Level Filter Settings
Tick Size
Default: 0.25
Description: The minimum price increment for the asset. Must be set correctly for the specific instrument to ensure accurate level filtering.
Max Ticks Distance from Levels
Default: 40
Description: Maximum allowed distance (in ticks) from a significant level (multiple of 50) for a zone trigger to be valid.
Visual Settings
Buy Zone Color : Default: color.new(#26a69a, 83). Sets the fill color for support zones.
Sell Zone Color : Default: color.new(#ef5350, 83). Sets the fill color for resistance zones.
Mixed Zone Color : Default: color.new(#8894ff, 83). Sets the fill color for merged zones.
Buy Border Color : Default: #26a69a. Sets the border color for support zones.
Sell Border Color : Default: #ef5350. Sets the border color for resistance zones.
Mixed Border Color : Default: color.new(#a288ff, 50). Sets the border color for mixed zones.
Border Width : Default: 1, Range: 1-3. Sets the thickness of zone borders.
✅ Best Use Cases
Identifying potential support/resistance near significant psychological price levels (e.g., $50, $100 increments).
Detecting potential market turning points or consolidation zones based on shifts in price predictability.
Filtering entries or exits by confirming signals occurring near significant levels identified by the indicator.
Adding context to other technical analysis approaches by highlighting entropy-derived zones.
⚠️ Limitations
Parameter Dependency : Indicator performance is sensitive to parameter settings ( Window Length , Tolerance , Zone Threshold , Max Ticks Distance ), which may need optimization for different assets and timeframes.
Volatility Sensitivity : High market volatility or erratic price action can affect ApEn calculations and potentially lead to less reliable zone signals.
Fixed Level Filter : The significant level filter is based on multiples of 50. While common, this may not capture all relevant levels for every asset or market condition. Accurate Tick Size input is essential.
Not Standalone : Should be used in conjunction with other analysis methods (price action, volume, other indicators) for confirmation, not as a sole basis for trading decisions.
💡 What Makes This Unique
Entropy + Level Context : Uniquely combines ApEn analysis with a specific filter for proximity to significant price levels (multiples of 50), adding locational context to entropy signals.
Intelligent Zone Merging : Automatically consolidates nearby buy/sell zones based on tick distance, simplifying visual analysis and highlighting stronger confluence areas.
Targeted Signal Generation : Focuses alerts and zone creation on specific market conditions (entropy shifts near key levels).
🔬 How It Works
Calculate Entropy : The script computes the Approximate Entropy (ApEn) of the closing prices over the defined Window Length to quantify price predictability.
Check Triggers : It monitors ApEn relative to its moving average. A crossunder below a calculated threshold (avg_apen / zone_threshold) indicates potential support; a crossover above (avg_apen * zone_threshold) indicates potential resistance.
Filter by Level : A potential zone trigger is confirmed only if the low (for support) or high (for resistance) of the trigger bar is within the Max Ticks Distance of a significant price level (multiple of 50).
Manage & Draw Zones : If a trigger is confirmed, a new zone box is created. The script checks for overlaps with existing zones within the Zone Merge Distance and merges them if necessary. Zones are extended forward, and the oldest are removed to respect the Maximum Zones limit. Active zones are drawn and updated on the chart.
💡 Note:
Crucially, set the Tick Size parameter correctly for your specific trading instrument in the “Level Filter Settings”. Incorrect Tick Size will make the significant level filter inaccurate.
Experiment with parameters, especially Window Length , Tolerance (r) , Zone Threshold , and Max Ticks Distance , to tailor the indicator’s sensitivity to your preferred asset and timeframe.
Always use this indicator as part of a comprehensive trading plan, incorporating risk management and seeking confirmation from other analysis techniques.
ICT Turtle Soup (Liquidity Reversal)ICT Turtle Soup — Liquidity Reversal Detection
Trap the Trap: A Precision Reversal Strategy from the Inner Circle Trader Playbook
This indicator implements the Turtle Soup liquidity reversal setup — a widely used ICT (Inner Circle Trader) concept that targets false breakouts beyond recent swing highs or lows. These patterns typically occur when price grabs liquidity above or below a known level, then snaps back, trapping retail traders and creating a high-probability reversal scenario.
🔍 What This Script Does:
Detects Liquidity Sweeps Above/Below Key Swing Levels
Uses a customizable swing lookback to identify recent swing highs and lows.
Triggers a Bearish Turtle Soup when price runs above a previous swing high and closes back below.
Triggers a Bullish Turtle Soup when price sweeps below a prior swing low and closes back above.
Plots Clear Visual Signals
Reversal signals appear as 🐢🔻 (Bearish) or 🐢🔺 (Bullish) markers directly on your chart.
Optional labels can be enabled for enhanced journaling and review.
Real-Time Alerts
Receive alert notifications when a Turtle Soup setup is detected — ideal for scalpers or intraday traders watching for reversals around liquidity pools.
⚙️ Customization Options:
Set the swing lookback sensitivity (default: 5)
Enable or disable labels
Choose label font size
Customize colors for bullish and bearish signals
💡 How to Use:
Deploy on intraday timeframes (e.g. 5m–15m) for high-resolution liquidity analysis.
Watch for signals at key highs/lows, session extremes, or zones where liquidity is likely resting.
Combine with tools like FVGs, Order Blocks, and OTE zones for layered confirmation.
🔗 Combine With These Tools for a Complete SMC Edge:
✅ First FVG — Opening Range Fair Value Gap Detector
✅ ICT SMC Liquidity Grabs + OB + Fibonacci OTE Levels
✅ Liquidity Levels — Smart Swing Lows
Together, these tools form a high-precision Smart Money toolkit — helping traders map, anticipate, and act on institutional-level liquidity events with clarity and confidence.
Super Wick Volumized Rejection/Reversal @MaxMaserati**Super Wick Volumized Rejection/Reversal @MaxMaserati** 🚀
**Overview**: The "MMM Super Wick Volumized Rejection/Reversal" indicator spots key candlestick wicks with high volume to catch potential reversals or continuations. It overlays charts with lines, labels, and an info panel, with customizable timeframe analysis, signal confirmation, and bar coloring. 📊
**Key Features**:
- **Wick Analysis** 🕯️: Detects big upper/lower wicks using a wick-to-body ratio (default 1.2x) and volume thresholds (high: 1.5x, medium: 1.0x, low: 0.7x avg volume).
- **Signals** 🚦: Creates Buy, Sell, Exit Long, Exit Short, and Weak signals, with optional confirmation via follow-up candle.
- **Timeframe Flexibility** ⏰: Analyzes user-selected or chart timeframe (default: chart).
- **Visuals** 🎨: Draws lines at high/low, open/close, midpoints, and significant wicks, with custom colors, widths, and labels.
- **Bar Coloring**🎨 : Colors bars by wick type (bullish/bearish) and volume strength.
- **Info Panel** ℹ️: Shows market bias, signal status, volume, and wick details (position, size adjustable).
- **Line Management** 🧹: Caps displayed candles (default: 3) and lines (max: 500), with a one-time clear option.
- **Alerts** 🔔: Triggers on confirmed signals (Buy, Sell, Exit Long, Exit Short).
**Inputs** ⚙️:
- **Timeframe** ⏳: Pick analysis timeframe or use chart default.
- **Analysis** 🔍: Lookback period (default: 20), volume thresholds, wick-to-body ratio, confirmation toggle.
- **Display** 🖼️: Toggle lines (high/low, open/close, midpoints, significant wicks), bar coloring (wick/volume-based).
- **Labels** 🏷️: Show/hide labels, set text color/size.
- **Info Panel** 📋: Enable/disable, set position (top_right default), text size, wick details.
- **Line Management** 📏: Line extension (50 bars), candles analyzed (21), visible lines (3), clear all toggle.
- **Colors/Widths** 🎨: Customize lines and wicks (high/low, body, midpoints, significant wicks).
**How It Works** 🛠️:
1. Finds significant wicks (upper/lower) by size vs. body and avg wick length. 🔎
2. Checks volume to rate strength (high, medium, low). 📈
3. Generates signals: Buy (bullish, lower wick, high volume) 📈, Sell (bearish, upper wick, high volume) 📉, Exit (trend weakness) ⚠️, Weak (low volume wicks) ❓.
4. Draws lines at key levels (high/low, open/close, midpoints) and significant wicks, with labels. ✏️
5. Colors bars to show wick type and volume. 🖌️
6. Displays live data in an info panel: trend, signal, volume, wick stats. 📑
7. Keeps line count low, clearing old ones to stay within limits. 🗑️
**Usage** 🎯:
- Apply to any chart for reversal/continuation signals. 📅
- Adjust timeframe for wide/granular views. 🔧
- Use confirmation for safer trades. ✅
- Customize visuals for clarity (lines, colors, panel). 🖥️
- Set alerts for signal notifications. 📢
**Notes** 💡:
- Shines in volatile markets with clear wicks. ⚡
- Confirmation cuts false signals but slows entries. ⏲️
- Tune inputs for specific assets/timeframes. 🛠️
- Clear lines occasionally for smooth performance. 🧼
- Test and retest beofre incorporate it in your strategy
SuperTrend + Relative Volume (Kernel Optimized)Introducing our new KDE Optimized Supertrend + Relative Volume Indicator!
This innovative indicator combines the power of the Supertrend indicator along with Relative Volume. It utilizes the Kernel Density Estimation (KDE) to estimate the probability of a candlestick marking a significant trend break or reversal.
❓How to Interpret the KDE %:
The KDE % is a crucial metric that reflects the likelihood that the current candlestick represents a true break in the SuperTrend line, supported by an increase in relative volume. It estimates the probability of a trend shift or continuation based on historical SuperTrend breaks and volume patterns:
Low KDE %: A lower probability that the current break is significant. Price action is less likely to reverse, and the trend may continue.
Moderate KDE - High KDE %: An increased possibility that a trend reversal or consolidation could occur. Traders should start watching for confirmation signals.
📌How Does It Work?
The SuperTrend indicator uses the Average True Range (ATR) to determine the direction of the trend and identifies when the price crosses the SuperTrend line, signaling a potential trend reversal. Here's how the KDE Optimized SuperTrend Indicator works:
SuperTrend Calculation: The SuperTrend indicator is calculated, and when the price breaks above (bullish) or below (bearish) the SuperTrend line, it is logged as a significant event.
Relative Volume: For each break in the SuperTrend line, we calculate the relative volume (current volume vs. the average volume over a defined period). High relative volume can suggest stronger confirmation of the trend break.
KDE Array Calculation: KDE is applied to the break points and relative volume data:
Define the KDE options: Bandwidth, Number of Steps, and Array Range (Array Max - Array Min).
Create a density range array using the defined number of steps, corresponding to potential break points.
Apply a Gaussian kernel function to the break points and volume data to estimate the likelihood of the trend break being significant.
KDE Value and Signal Generation: The KDE array is updated as each break occurs. The KDE % is calculated for the breakout candlestick, representing the likelihood of the trend break being significant. If the KDE value exceeds the defined activation threshold, a darker bullish or bearish arrow is plotted after bar confirmation. If the KDE value falls below the threshold, a more transparent arrow is drawn, indicating a possible but lower probability break.
⚙️Settings:
SuperTrend Settings:
ATR Length: The period over which the Average True Range (ATR) is calculated.
Multiplier: The multiplier applied to the ATR to determine the SuperTrend threshold.
KDE Settings:
Bandwidth: Determines the smoothness of the KDE function and the width of the influence of each break point.
Number of Bins (Steps): Defines the precision of the KDE algorithm, with higher values offering more detailed calculations.
KDE Threshold %: The level at which relative volume is considered significant for confirming a break.
Relative Volume Length: The number of historic candles used in calculating KDE %
Chaikin Money Flow with Moving AverageThis indicator combines the Chaikin Money Flow (CMF) with a moving average, helping traders analyze buying/selling pressure and whether it's increasing or decreasing.
What It Does:
Chaikin Money Flow (CMF) developed by Marc Chaikin is a volume-weighted average of accumulation and distribution over a specified period.
A moving average is applied to CMF to reduce noise and smooth trends, making it easier to identify sustained market sentiment shifts.
How to Use It?
CMF helps confirm trend strength and potential reversals. We reduces false signals from CMF by smoothing fluctuations and making it easier to spot trends.
A CMF value above zero is a sign of strength, and a value below zero is a sign of weakness.
A rising price with a falling CMF (below moving average) is a bearish divergence and a possible reversal of the uptrend.
Similarly, a falling price with a rising CMF (above moving average) is a bullish divergence and again signals a possible reversal of the downtrend.
Configurable Parameters:
CMF Length: Adjusts how many periods are used for CMF calculation.
MA Type: Choose between SMA, EMA, WMA, VWMA, or T3 for smoothing.
MA Length: Controls how much smoothing is applied.
This tool is great for traders looking to improve volume-based trend analysis while filtering out short-term noise.
WAGMI LAB Trend Reversal Indicator HMA-Kahlman (m15)WAGMI HMA-Kahlman Trend Reversal Indicator
This indicator combines the Hull Moving Average (HMA) with the Kahlman filter to provide a dynamic trend reversal signal, perfect for volatile assets like Bitcoin. The strategy works particularly well on lower timeframes, making it ideal for intraday trading and fast-moving markets.
Key Features:
Trend Detection: It uses a blend of HMA and Kahlman filters to detect trend reversals, providing more accurate and timely signals.
Volatility Adaptability: Designed with volatile assets like Bitcoin in mind, this indicator adapts to rapid price movements, offering smoother trend detection during high volatility.
Easy Visualization: Buy (B) and Sell (S) signals are clearly marked with labels, helping traders spot trend shifts quickly and accurately.
Trendlines Module: The indicator plots trendlines based on pivot points, highlighting important support and resistance levels. This helps traders understand the market structure and identify potential breakout or breakdown zones.
Customizable: Adjust the HMA and Kahlman parameters to fit different assets or trading styles, making it flexible for various market conditions.
Usage Tips:
Best Timeframes: The indicator performs exceptionally well on lower timeframes (such as 15-minute to 1-hour charts), making it ideal for scalping and short-term trading strategies.
Ideal for Volatile Assets: This strategy is perfect for highly volatile assets like Bitcoin, but can also be applied to other cryptocurrencies and traditional markets with high price fluctuations.
Signal Confirmation: Use the trend signals (green for uptrend, red for downtrend) along with the buy/sell labels to help you confirm potential entries and exits. It's also recommended to combine the signals with other technical tools like volume analysis or RSI for enhanced confirmation.
Trendline Analysis: The plotted trendlines provide additional visual context to identify key market zones, supporting your trading decisions with a clear view of ongoing trends and possible reversal areas.
Risk Management: As with any strategy, always consider proper risk management techniques, such as stop-loss and take-profit levels, to protect against unforeseen market moves.
Bitcoin Reversal PredictorOverview
This indicator displays two lines that, when they cross, signal a potential reversal in Bitcoin's price trend. Historically, the high or low of a bull market cycle often occurs near the moment these lines intersect. The lines consist of an Exponential Moving Average (EMA) and a logarithmic regression line fitted to all of Bitcoin's historical data.
Inspiration
The inspiration for this indicator came from the PI Cycle Top indicator, which has accurately predicted past bull market peaks. However, I believe the PI Cycle Top indicator may not be as effective in the future. In that indicator, two lines cross to mark the top, but the extent of the cross has been diminishing over time. This was especially noticeable in the 2021 cycle, where the lines barely crossed. Because of this, I created a new indicator that I think will continue to provide reliable reversal signals in the future.
How It Works
The logarithmic regression line is fitted to the Bitcoin (BTCUSD) chart using two key factors: the 'a' factor (slope) and the 'b' factor (intercept). This results in a steadily decreasing line. The EMA oscillates above and below this regression line. Each time the two lines cross, a vertical colored bar appears, indicating that Bitcoin's price momentum is likely to reverse.
Use Cases
- Price Bottoming:
Bitcoin often bottoms out when the EMA crosses below the logarithmic regression line.
- Price Topping:
In contrast, Bitcoin often peaks when the EMA crosses above the logarithmic regression line.
- Profitable Strategy:
Trading at the crossovers of these lines can be a profitable strategy, as these moments often signal significant price reversals.
[blackcat] L1 Swing Reversal Oscillator█ OVERVIEW
The script defines a custom indicator called the "L1 Swing Reversal Oscillator," which integrates moving averages and RSI to detect possible swing reversals in market trends. Its core purpose is to produce signals derived from the oscillator's indications of overbought or oversold states.
█ LOGICAL FRAMEWORK
The script comprises multiple key segments:
1 — Custom Functions: Encompasses calculate_weighted_moving_average and calculate_l1_swing_reversal_oscillator.
2 — Input Parameters: Permits customization of moving average lengths and weights alongside RSI settings.
3 — Calculations: Employs predefined functions to determine oscillator readings.
4 — Plot Statements: Depicts oscillator outputs graphically on the chart.
Data processing follows this sequence: initial computation of the typical price, subsequent derivation of the adjusted CC1 metric, additional smoothing operations, and finally, RSI evaluation prior to plotting the resultant oscillator figures.
█ CUSTOM FUNCTIONS
• calculate_weighted_moving_average(source, length, weight) : Generates a weighted moving average from the provided source material utilizing specified duration and coefficient inputs.
– Returns computed weighted moving average.
• calculate_l1_swing_reversal_oscillator(close_price, high_price, low_price, sma_length, sma_weight, rsi_length) : Assesses the L1 Swing Reversal Oscillator leveraging closing, highest, and lowest prices along with defined SMA span, weighting factor, and RSI period.
– Yields an array featuring central CC1, CB1, CB2, and RSI metrics.
█ KEY POINTS AND TECHNIQUES
• Weighted Moving Average: Incorporates bespoke functionality for computing weighted moving averages, distinct from built-in Pine Script methods.
• RSI Calculation: Employs customized logic for calculating Relative Strength Index, offering adaptable computational approaches.
• Plotting Techniques: Implements color coding contingent upon oscillator values to emphasize visual cues regarding overbought and oversold statuses.
• Optimization: Furnishes adjustable parameters including SMA timeframe, weightage, and RSI interval enabling personalized fine-tuning per user requirements.
█ EXTENDED KNOWLEDGE AND APPLICATIONS
• Modifications: Potential enhancements involve integrating supplementary oscillators like MACD or Stochastic Oscillator alongside the existing L1 Swing Reversal Oscillator.
• Application Scenarios: Comparable methodologies can be adopted within various trading frameworks focusing on momentum shifts such as trend-following or mean reversion tactics.
• Related Concepts: Proficiency in crafting custom functions, manipulating moving averages, and interpreting RSI within Pine Script environment proves advantageous when altering or expanding on current script functionalities. Understanding utilization of nz and na functions for managing null data points adds significant depth.
