z-score-calkusi-v1.143z-scores incorporate the moment of N look-back bars to allow future price projection.
z-score = (X - mean)/std.deviation ; X = close
z-scores update with each new close print and with each new bar. Each new bar augments the mean and std.deviation for the N bars considered. The old Nth bar falls away from consideration with each new historical bar.
The indicator allows two other options for X: RSI or Moving Average.
NOTE: While trading use the "price" option only.
The other two options are provided for visualisation of RSI and Moving Average as z-score curves.
Use z-scores to identify tops and bottoms in the future as well as intermediate intersections through which a z-score will pass through with each new close and each new bar.
Draw lines from peaks and troughs in the past through intermediate peaks and troughs to identify projected intersections in the future. The most likely intersections are those that are formed from a line that comes from a peak in the past and another line that comes from a trough in the past. Try getting at least two lines from historical peaks and two lines from historical troughs to pass through a future intersection.
Compute the target intersection price in the future by clicking on the z-score indicator header to see a drag-able horizontal line to drag over the intersection. The target price is the last value displayed in the indicator's status bar after the closing price.
When the indicator header is clicked, a white horizontal drag-able line will appear to allow dragging the line over an intersection that has been drawn on the indicator for a future z-score projection and the associated future closing price.
With each new bar that appears, it is necessary to repeat the procedure of clicking the z-score indicator header to be able to drag the drag-able horizontal line to see the new target price for the selected intersection. The projected price will be different from the current close price providing a price arbitrage in time.
New intermediate peaks and troughs that appear require new lines be drawn from the past through the new intermediate peak to find a new intersection in the future and a new projected price. Since z-score curves are sort of cyclical in nature, it is possible to see where one has to locate a future intersection by drawing lines from past peaks and troughs.
Do not get fixated on any one projected price as the market decides which projected price will be realised. All prospective targets should be manually updated with each new bar.
When the z-score plot moves outside a channel comprised of lines that are drawn from the past, be ready to adjust to new market conditions.
z-score plots that move above the zero line indicate price action that is either rising or ranging. Similarly, z-score plots that move below the zero line indicate price action that is either falling or ranging. Be ready to adjust to new market conditions when z-scores move back and forth across the zero line.
A bar with highest absolute z-score for a cycle screams "reversal approaching" and is followed by a bar with a lower absolute z-score where close price tops and bottoms are realised. This can occur either on the next bar or a few bars later.
The indicator also displays the required N for a Normal(0,1) distribution that can be set for finer granularity for the z-score curve.This works with the Confidence Interval (CI) z-score setting. The default z-score is 1.96 for 95% CI.
Common Confidence Interval z-scores to find N for Normal(0,1) with a Margin of Error (MOE) of 1:
70% 1.036
75% 1.150
80% 1.282
85% 1.440
90% 1.645
95% 1.960
98% 2.326
99% 2.576
99.5% 2.807
99.9% 3.291
99.99% 3.891
99.999% 4.417
9-Jun-2025
Added a feature to display price projection labels at z-score levels 3, 2, 1, 0, -1, -2, 3.
This provides a range for prices available at the current time to help decide whether it is worth entering a trade. If the range of prices from say z=|2| to z=|1| is too narrow, then a trade at the current time may not be worth the risk.
Added plot for z-score moving average.
28-Jun-2025
Added Settings option for # of Std.Deviation level Price Labels to display. The default is 3. Min is 2. Max is 6.
This feature allows likelihood assessment for Fibonacci price projections from higher time frames at lower time frames. A Fibonacci price projection that falls outside |3.x| Std.Deviations is not likely.
Added Settings option for Chart Bar Count and Target Label Offset to allow placement of price labels for the standard z-score levels to the right of the window so that these are still visible in the window.
Target Label Offset allows adjustment of placement of Target Price Label in cases when the Target Price Label is either obscured by the price labels for the standard z-score levels or is too far right to be visible in the window.
9-Jul-2025
z-score 1.142 updates:
Displays in the status line before the close price the range for the selected Std. Deviation levels specified in Settings and |z-zMa|.
When |z-zMa| > |avg(z-zMa)| and zMa rising, |z-zMa| and zMa displays in aqua.
When |z-zMa| > |avg(z-zMa)| and zMa falling, |z-zMa| and zMa displays in red.
When |z-zMa| <= |avg(z-zMa)|, z and zMa display in gray.
z usually crosses over zMa when zMa is gray but not always. So if cross-over occurs when zMa is not gray, it implies a strong move in progress.
Practice makes perfect.
Use this indicator at your own risk
In den Scripts nach "纳斯达克期货cfd" suchen
Vrext- Advanced EMA ZoneThe indicator highlights an area between two manually adjustable EMA-s to visibly mark a zone. A zone where the larger EMA is bellow the smaller one (indicating an uptrend) is marked green. On the opposite hand where higher EMA is above the lower the zone (indicating a downtrend) is marked red.
For correct zone marking enter EMA-s in descending order.
The indicator also allows you to add further additional EMA-s, which do not have a zone drawn between them and are just stand alone EMA-s. They are fully customisable in terms of colour, width. etc.
Additionally the indicator allows you to plot a vertical line ''xyz'' candles in the past. The idea behind it is that if you want to only focus on the previous 150 candles, there will be a clear line at the 150th candle for easier navigating.
1H & 2H Candle Panel + Daily Grid v1.2Indicator: "1H & 2H Candle Panel + Daily Grid v1.2"
This powerful indicator combines two key features into one tool:
Daily Grid anchored to the previous day’s close
Multi-Timeframe Candle Panel for comprehensive market analysis
1. Daily Grid Logic
Input:
Grid Distance (Points): Adjustable spacing between grid lines (default: 5.0 pts).
How It Works:
Detects the start of a new trading day using ta.change(time("D")).
Fetches the prior day’s close via request.security().
Draws the following elements at each new session:
Thick Red Line: Previous day’s closing price (key reference level).
8-Point Grid:
4 blue lines above the close (+1x to +4x the grid distance).
4 gold lines below the close (-1x to -4x the grid distance).
Info Label: Displays the exact prior close value.
Automatically clears and redraws all elements daily to avoid clutter.
2. Multi-Timeframe Candle Panel
Timeframes Analyzed:
Current chart TF, 30M, 1H, 2H, 3H, 4H, 6H, 12H, and Daily (1D).
Data Displayed per TF:
Open, Close, High, Low
Price Difference (Close − Open)
Candle Type (Bullish/Bearish)
Time remaining until candle close (hh:mm:ss format)
Visual Output:
A right-aligned table with conditional coloring:
Bullish candles: Green background
Bearish candles: Red background
Current timeframe highlighted in purple.
Optimized Updates:
Uses request.security() for efficient cross-TF data fetching.
Tracks candle closing times via TradingView’s native time_close.
Updates only on the last bar or in real-time (barstate.islast/isrealtime).
3. Confluence Signals
Full Confluence:
Triggers when all timeframes align:
Buy Signal: All candles bullish → Green arrow + alert.
Sell Signal: All candles bearish → Red arrow + alert.
1H Special Confluence:
Activates 30 minutes after the 1H candle opens.
Requires alignment between 1H, 4H, and 6H candles.
Marks entries with price-level arrows (no alerts).
4. Technical Optimizations
Performance:
Dynamically manages graphic objects (no redundant redrawing).
Uses arrays to track grid lines efficiently.
Precision:
Leverages TradingView’s time_close for accurate countdowns.
Formats prices with format.mintick for asset-specific precision.
How to Use
Adjust Grid Distance based on asset volatility.
Monitor the panel for multi-TF trend strength.
Use the daily grid as support/resistance reference.
Confluence signals highlight high-probability setups.
Pro Tip: Combine with volume analysis or RSI for confirmation!
GOLDGoalGO - 2 Min SignalGOLDGoalGO" Indicator for TradingView
Introduction
The "GOLDGoalGO" indicator is designed to assist traders in analyzing short-term price movements of gold (XAUUSD). It provides buy and sell signals every 5 minutes, helping traders identify optimal entry and exit points based on recent price changes.
Concept and Functionality
Primary Goal: To offer clear and timely trading signals by analyzing short-term price trends, specifically tailored for 2-minute intervals.
How It Works: The indicator calculates the change in closing prices compared to the previous bar to generate buy and sell signals. These signals are only active during 2-minute timeframes, ensuring precision in short-term trading.
Signals Provided:
A buy signal (represented by an upward shape) appears when prices show upward momentum.
A sell signal (represented by a downward shape) appears when prices show downward momentum.
Visual Cues: The signals are displayed directly on the chart with intuitive shapes for quick recognition. Additionally, alert notifications are configured to inform you immediately when new signals occur.
How the Indicator Works in Detail
Timeframe Check: It activates only during 2-minute candlestick intervals to ensure signals are relevant for short-term trading.
Price Change Calculation: It compares the current close with the previous close to detect the direction of market movement.
Signal Generation:
If the price is increasing (positive change), a buy signal is generated.
If the price is decreasing (negative change), a sell signal is generated.
Chart Annotations: When a signal occurs, a shape appears on the chart indicating the optimal point for entering a trade.
Automated Alerts: The system sends a Thai-language notification every 2 minutes to alert you of new signals, enabling timely actions even when you're away from the screen.
How to Use
Paste this script into the Pine Editor in TradingView.
Click "Add to Chart" to activate the indicator.
Set up Alert rules:
Choose the alert condition for "Buy Signal" or "Sell Signal".
Select webhook or notification options to receive real-time alerts (for example, to Telegram).
The indicator provides real-time notifications every 2 minutes whenever new signals are generated.
Why Use This Indicator?
Simplicity: Designed for traders who prefer short-term, momentum-based trading strategies.
Timely Alerts: Signals are provided precisely every 2 minutes, helping you capitalize on short-term price movements.
Flexibility: Easily adaptable to other assets by adjusting the script if needed.
GOLDGoalGO"GOLDGoalGO" Indicator for TradingView
Introduction
The "GOLDGoalGO" indicator is designed to assist traders in analyzing short-term price movements of gold (XAUUSD). It provides buy and sell signals every 5 minutes, helping traders identify optimal entry and exit points based on recent price changes.
Concept and Functionality
Primary Goal: To offer clear and timely trading signals by analyzing short-term price trends, specifically tailored for 5-minute intervals.
How It Works: The indicator calculates the change in closing prices compared to the previous bar to generate buy and sell signals. These signals are only active during 5-minute timeframes, ensuring precision in short-term trading.
Signals Provided:
A buy signal (represented by an upward shape) appears when prices show upward momentum.
A sell signal (represented by a downward shape) appears when prices show downward momentum.
Visual Cues: The signals are displayed directly on the chart with intuitive shapes for quick recognition. Additionally, alert notifications are configured to inform you immediately when new signals occur.
How the Indicator Works in Detail
Timeframe Check: It activates only during 5-minute candlestick intervals to ensure signals are relevant for short-term trading.
Price Change Calculation: It compares the current close with the previous close to detect the direction of market movement.
Signal Generation:
If the price is increasing (positive change), a buy signal is generated.
If the price is decreasing (negative change), a sell signal is generated.
Chart Annotations: When a signal occurs, a shape appears on the chart indicating the optimal point for entering a trade.
Automated Alerts: The system sends a Thai-language notification every 5 minutes to alert you of new signals, enabling timely actions even when you're away from the screen.
How to Use
Paste this script into the Pine Editor in TradingView.
Click "Add to Chart" to activate the indicator.
Set up Alert rules:
Choose the alert condition for "Buy Signal" or "Sell Signal".
Select webhook or notification options to receive real-time alerts (for example, to Telegram).
The indicator provides real-time notifications every 5 minutes whenever new signals are generated.
Why Use This Indicator?
Simplicity: Designed for traders who prefer short-term, momentum-based trading strategies.
Timely Alerts: Signals are provided precisely every 5 minutes, helping you capitalize on short-term price movements.
Flexibility: Easily adaptable to other assets by adjusting the script if needed.
Summary
The "GOLDGoalGO" indicator helps traders stay on top of short-term market trends for gold, giving precise buy and sell signals every 5 minutes. With visual cues on the chart and notifications sent automatically in Thai, it ensures you're always informed of potential trading opportunities and can act swiftly to maximize profit.
3D Surface Modeling [PhenLabs]📊 3D Surface Modeling
Version: PineScript™ v6
📌 Description
The 3D Surface Modeling indicator revolutionizes technical analysis by generating three-dimensional visualizations of multiple technical indicators across various timeframes. This advanced analytical tool processes and renders complex indicator data through a sophisticated matrix-based calculation system, creating an intuitive 3D surface representation of market dynamics.
The indicator employs array-based computations to simultaneously analyze multiple instances of selected technical indicators, mapping their behavior patterns across different temporal dimensions. This unique approach enables traders to identify complex market patterns and relationships that may be invisible in traditional 2D charts.
🚀 Points of Innovation
Matrix-Based Computation Engine: Processes up to 500 concurrent indicator calculations in real-time
Dynamic 3D Rendering System: Creates depth perception through sophisticated line arrays and color gradients
Multi-Indicator Integration: Seamlessly combines VWAP, Hurst, RSI, Stochastic, CCI, MFI, and Fractal Dimension analyses
Adaptive Scaling Algorithm: Automatically adjusts visualization parameters based on indicator type and market conditions
🔧 Core Components
Indicator Processing Module: Handles real-time calculation of multiple technical indicators using array-based mathematics
3D Visualization Engine: Converts indicator data into three-dimensional surfaces using line arrays and color mapping
Dynamic Scaling System: Implements custom normalization algorithms for different indicator types
Color Gradient Generator: Creates depth perception through programmatic color transitions
🔥 Key Features
Multi-Indicator Support: Comprehensive analysis across seven different technical indicators
Customizable Visualization: User-defined color schemes and line width parameters
Real-time Processing: Continuous calculation and rendering of 3D surfaces
Cross-Timeframe Analysis: Simultaneous visualization of indicator behavior across multiple periods
🎨 Visualization
Surface Plot: Three-dimensional representation using up to 500 lines with dynamic color gradients
Depth Indicators: Color intensity variations showing indicator value magnitude
Pattern Recognition: Visual identification of market structures across multiple timeframes
📖 Usage Guidelines
Indicator Selection
Type: VWAP, Hurst, RSI, Stochastic, CCI, MFI, Fractal Dimension
Default: VWAP
Starting Length: Minimum 5 periods
Default: 10
Step Size: Interval between calculations
Range: 1-10
Visualization Parameters
Color Scheme: Green, Red, Blue options
Line Width: 1-5 pixels
Surface Resolution: Up to 500 lines
✅ Best Use Cases
Multi-timeframe market analysis
Pattern recognition across different technical indicators
Trend strength assessment through 3D visualization
Market behavior study across multiple periods
⚠️ Limitations
High computational resource requirements
Maximum 500 line restriction
Requires substantial historical data
Complex visualization learning curve
🔬 How It Works
1. Data Processing:
Calculates selected indicator values across multiple timeframes
Stores results in multi-dimensional arrays
Applies custom scaling algorithms
2. Visualization Generation:
Creates line arrays for 3D surface representation
Applies color gradients based on value magnitude
Renders real-time updates to surface plot
3. Display Integration:
Synchronizes with chart timeframe
Updates surface plot dynamically
Maintains visual consistency across updates
🌟 Credits:
Inspired by LonesomeTheBlue (modified for multiple indicator types with scaling fixes and additional unique mappings)
💡 Note:
Optimal performance requires sufficient computing resources and historical data. Users should start with default settings and gradually adjust parameters based on their analysis requirements and system capabilities.
MP MTF LiquidityMP MTF Liquidity
Multi-Timeframe Liquidity Levels – Automatic High/Low Tracking
This indicator automatically tracks and draws liquidity levels (recent highs and lows) from up to 6 custom timeframes directly on your chart. It’s designed for advanced traders who want to visualize important swing points and liquidity pools across multiple timeframes—ideal for Smart Money Concepts (SMC), ICT, and price action trading.
Key Features:
Multi-Timeframe Support:
Select up to 6 different timeframes (ex: 1H, 4H, Daily, Weekly, etc.), each with separate color and visibility controls.
Real Liquidity (No Repaint):
Levels are only drawn from fully closed bars on each timeframe—no lines from currently forming candles, ensuring accuracy and no forward-looking bias.
Automatic Detection:
Highs and lows are detected automatically. Levels that get swept (price breaks through) are converted to dashed lines for easy visual distinction.
Customizable:
Choose line colors for highs/lows and set the maximum number of active levels per timeframe to keep charts clean.
Extended Lines:
All levels are extended to the right, helping you see how current price interacts with past liquidity.
How It Works:
On every new bar of your chosen higher timeframe(s), the indicator records the high and low of the previous (just-closed) candle.
These levels are extended as rays until price sweeps (crosses) them.
When a level is swept, it is redrawn as a dashed line to highlight liquidity grabs or stop hunts.
No lines are drawn for the “live” bar—only confirmed, closed levels are displayed.
Who is this for?
SMC, ICT, and price action traders seeking high-confidence liquidity zones.
Intraday, swing, and multi-timeframe traders who want an automated, visual edge.
Anyone wanting to avoid repainting or “fake” levels from unfinished candles.
Tip:
Combine this indicator with your favorite order block, fair value gap (FVG), or market structure tools for even greater context and confluence.
Disclaimer:
No indicator guarantees profits. Always use with proper risk management and in conjunction with your trading plan.
Round Number Levels ProRound Number Levels Pro is a powerful support and resistance indicator that automatically plots psychological price levels on your chart.
What it does:
- Displays major round number levels (100, 200, 300, etc.) with prominent lines
- Shows mid-level lines (50, 150, 250, etc.) for additional reference points
- All lines extend across the entire chart for maximum visibility
- Automatically adjusts levels based on current price action
Key Features:
- Customizable Font Sizes - Large text for main levels, normal for mid-levels
- Clean Black Styling - Professional appearance that works on any chart background
- Flexible Line Styles - Choose solid, dashed, or dotted lines for main and mid levels
- Adjustable Parameters - Control number of levels, rounding increments, and label positioning
- Full Chart Extension - Lines extend both directions for complete price reference
Perfect for:
- Day traders looking for key psychological support/resistance levels
- Swing traders identifying major price zones
- Any trader who uses round numbers as decision points
How to use:
Simply add to your chart and the indicator will automatically plot relevant round number levels. Customize the settings to match your trading style and timeframe.
These psychological levels are where many traders make decisions, often creating natural support and resistance zones in the market.
Checklist Dashboard Table# Checklist Dashboard Table – ICT/SMC Trading Helper
Overview
The “Checklist Dashboard Table” is a TradingView indicator designed to help traders structure, organize, and validate their market analyses following the ICT/SMC (Inner Circle Trader / Smart Money Concepts) methodology. It provides a visual and interactive checklist directly on your chart, ensuring you never miss a crucial step in your decision-making process.
Key Features
- Visual Checklist : All your trading criteria are displayed as color-coded checkboxes (green for validated, red for not validated), making your analysis process both clear and efficient.
- Clear Separation Between Analysis and Confirmations :
- Analysis : Reminders for your routine, such as timeframe selection (M3 to H4), trend analysis via RSI, and identification of key zones (Midnight Open, SSL/BSL, Asian High/Low).
- Confirmations : Six customizable criteria to check off as you validate your setup (clear trend, OB + FVG, OTE zone, Premium/Discount, R/R > 1:2, CBDR/Midnight).
- Personal Notes Section : Keep your trade entries, observations, or comments in a dedicated field in the indicator’s settings. Your notes are displayed right in the checklist for quick reference and journaling.
- Elegant and Compact Display : The table is styled for readability and can be positioned anywhere on your chart.
- Quick Customization : Instantly update any criterion or your personal notes via the script settings.
How to Use
1. Add the indicator to your chart.
2. Review the “Analysis” section as your pre-trade routine reminder.
3. Check off the “Confirmations” criteria as you validate your entry strategy.
4. Write your trade notes or comments in the provided notes section.
5. Use the checklist to reinforce discipline and repeatability in your trading.
Why Use This Checklist?
- Prevents you from skipping important steps in your analysis.
- Reinforces trading discipline and consistency.
- Allows you to document and review your trade decisions for ongoing improvement.
Who Is It For?
Perfect for ICT/SMC traders, but also valuable for anyone looking to organize and systematize their trading process.
Happy trading!
Rally/Drop Market Structure (Multi-Timeframe)Rally/Drop Market Structure
Supply and Demand Zones from Bullish/Bearish Breaks
Overview:
The Rally/Drop Market Structure indicator is a powerful price action tool that identifies key structural turning points in the market by detecting bullish and bearish breaks . After each confirmed break, it plots either a demand zone (following a bullish break or rally) or a supply zone (following a bearish break or drop). These zones represent institutional footprints — areas where price is likely to react due to imbalance or unfilled orders.
The indicator is based on synthetic higher timeframe (HTF) candles to provide a more stable and smoothed structural map, improving clarity and signal quality over raw candles.
How It Works:
- A bullish break is defined when price makes a higher high and a higher low (or closes above the previous high depending on your selected mode).
- A bearish break is defined when price makes a lower high and a lower low (or closes below the previous low).
- After a bullish break, the indicator plots a demand zone based on the low and high of the most recent bearish candle — representing where demand stepped in.
- After a bearish break, the indicator plots a supply zone from the most recent bullish candle — indicating where supply took control.
- Optional mitigation logic marks zones as mitigated (or deletes them) once price trades into the opposing side.
- Internal shift detection highlights swing highs and lows , labels structural points (HH, HL, LH, LL), and identifies potential liquidity sweeps .
Features:
- Dynamic plotting of rally-based demand zones and drop-based supply zones
- Toggle to use Highs/Lows or Close-based breaks for structure
- Support for LTF, MTF, and HTF analysis (with selectable timeframe)
- Zone mitigation logic with optional automatic cleanup
- Labeling of key swing points: HH , HL , LH , LL , and LS (Liquidity Sweep)
- Zigzag visualization for structure flow
- Alert-ready for internal shifts, BoS, and zone creation
- Separate styling options for BoS lines, internal shift shapes, and zone colors
How to Use:
- Set your desired HTF candle source (e.g., 1H or 4H) depending on your trading style.
- Use Highs/Lows mode for pure price action structure or Close mode for more conservative signals.
- Observe when a bullish break occurs — a demand zone will form where price previously dropped before rallying. Look for long opportunities if price revisits this zone.
- After a bearish break , a supply zone forms where the rally failed — use this to scout short entries on retests.
- Use BoS lines to confirm structure shifts and validate entry triggers or trend direction.
- Monitor mitigated zones for reduced reliability or avoid them completely by enabling automatic deletion.
- Use alerts to stay notified about key changes without watching the chart constantly.
Recommended Strategies:
- Smart money or ICT-style trading : identify institutional footprints and mitigation setups
- Reversal trading : catch price rejecting off unmitigated zones after structure break
- Trend continuation : enter in the direction of internal structure after pullbacks into zones
- Liquidity sweep confirmation : filter out false breaks using HH/LL with LS detection
Tips:
- Combine this indicator with a higher timeframe bias tool (e.g., moving average, higher timeframe market structure).
- For scalping, use tighter HTFs and reduce the zone duration.
- For swing trading, use larger HTFs (1H, 4H, Daily) and increase zone persistence.
Summary:
The Rally/Drop Market Structure indicator gives you an actionable framework for understanding price structure, market intent, and supply/demand imbalances. Whether you're looking for precision entries, trend confirmation, or smart money concepts, this tool helps simplify complex price behavior into clean, usable structure and zones.
NY HIGH LOW BREAKNY HIGH LOW BREAK: A New York Session Breakout Strategy
The "NY HIGH LOW BREAK" indicator is a powerful TradingView script designed to identify and capitalize on breakout opportunities during the New York trading session. This strategy focuses on the initial price action of the New York market open, looking for clear breaches of the high or low established within the first 30 minutes. It's particularly suited for intraday traders who seek to capture momentum-driven moves.
Strategy Logic
The core of the "NY HIGH LOW BREAK" strategy revolves around these key components:
New York Session Opening Range Identification:
The script first identifies the opening range of the New York session. This is defined by the high and low prices established during the first 30 minutes of the New York trading session (from 7:01 AM GMT-4 to 7:31 AM GMT-4).
These crucial levels are then extended forward on the chart as horizontal lines, serving as potential support and resistance zones.
Breakout Signal Generation:
Long Signal: A buy signal is generated when the price breaks above the high of the New York opening range. Specifically, it looks for a candle whose open and close are both above the highLinePrice, and importantly, the previous candle's open was below and close was above the highLinePrice. This indicates a strong upward momentum confirming the breakout.
Short Signal: Conversely, a sell signal is generated when the price breaks below the low of the New York opening range. It looks for a candle whose open and close are both below the lowLinePrice, and the previous candle's open was above and close was below the lowLinePrice. This suggests strong downward momentum confirming the breakdown.
Supertrend Filter (Implicit/Future Enhancement):
While the supertrend and direction variables are present in the code, they are not actively used in the current signal generation logic. This suggests a potential future enhancement where the Supertrend indicator could be incorporated as a trend filter to confirm breakout directions, adding an extra layer of confluence to the signals. For example, only taking long breakouts when Supertrend indicates an uptrend, and short breakouts when Supertrend indicates a downtrend.
Second Candle Confirmation (Possible Future Enhancement):
The close_sec_candle function and openSEC, closeSEC variables indicate an attempt to capture the open and close of a "second candle" (30 minutes after the initial New York open). Currently, closeSEC is used in a specific condition for signal_way but not directly in the primary longSignal or shortSignal logic. This also suggests a potential future refinement where the price action of this second candle could be used for further confirmation or specific entry criteria.
Time-Based Filtering:
Signals are only considered valid within a specific trading window from 8:00 AM GMT-4 to 8:00 AM GMT-4 + 16 * 30 minutes (which is 480 minutes, or 8 hours) on 1-minute and 5-minute timeframes. This ensures that trades are taken during the most active and volatile periods of the New York session, avoiding late-session chop.
The script also highlights the New York session and lunch hours using background colors, providing visual context to the trading day.
Key Features
Automated New York Open Range Detection: The script automatically identifies and plots the high and low of the first 30 minutes of the New York trading session.
Clear Breakout Signals: Visually distinct "BUY" and "SELL" labels appear on the chart when a breakout occurs, making it easy to spot trading opportunities.
Timeframe Adaptability: While optimized for 1-minute and 5-minute timeframes for signal generation, the opening range lines can be displayed on various timeframes.
Customizable Risk-to-Reward (RR): The rr input allows users to define their preferred risk-to-reward ratio for potential trades, although it's not directly implemented in the current signal or trade management logic. This could be used by traders for manual trade management.
Visual Session and Lunch Highlights: The script colors the background to clearly delineate the New York trading session and the lunch break, helping traders understand the market context.
How to Use
Apply the Indicator: Add the "NY HIGH LOW BREAK" indicator to your chart on TradingView.
Select a Relevant Timeframe: For optimal signal generation, use 1-minute or 5-minute timeframes.
Observe the Opening Range: The green and red lines represent the high and low of the first 30 minutes of the New York session.
Look for Breakouts: Wait for price to decisively break above the green line (for a buy) or below the red line (for a sell).
Confirm Signals: The "BUY" or "SELL" labels will appear on the chart when the breakout conditions are met within the active trading window.
Implement Your Risk Management: Use your preferred risk management techniques, including stop-loss and take-profit levels, in conjunction with the signals generated. The rr input can guide your manual risk-to-reward calculations.
Potential Enhancements & Considerations
Supertrend Confirmation: Integrating the supertrend variable to filter signals would significantly enhance the strategy's robustness by aligning trades with the prevailing trend.
Stop-Loss and Take-Profit Automation: The rr input currently serves as a manual guide. Future versions could integrate automated stop-loss and take-profit placement based on this ratio, potentially using ATR for dynamic sizing.
Volume Confirmation: Adding a volume filter to confirm breakouts would ensure that only high-conviction moves are traded.
Backtesting and Optimization: Thorough backtesting across various assets and market conditions is crucial to determine the optimal settings and profitability of this strategy.
Session Times: The current session times are hardcoded. Making these user-definable inputs would allow for greater flexibility across different time zones and trading preferences.
The "NY HIGH LOW BREAK" is a straightforward yet effective strategy for capturing initial New York session momentum. By focusing on clear breakout levels, it aims to provide timely and actionable trading signals for intraday traders.
Dominance Candle Raja Saien (Detector with Alerts)Dominance Candle Finder with Alerts by Raja Saien
This powerful indicator is designed to detect dominance candles—those strong-bodied candles that often signify momentum and trend strength. Whether you're trading breakouts, trend continuations, or reversals, this tool helps you identify key market moves in real time with optional alerts.
🔍 Features:
Automatic Detection of Dominance Candles: Highlights candles with strong body size, showing decisive market movement.
Customizable Thresholds: Adjust sensitivity according to your strategy or asset volatility.
Built-in Alerts: Get notified the moment a dominance candle forms—no need to stare at charts all day!
Multi-Timeframe Compatibility: Works on any timeframe from 1-minute to daily or higher.
📊 Use Cases:
Entry confirmation on breakouts
Trend strength analysis
Volatility surge detection
Combine with support/resistance or order block zones for powerful setups
Tip: Best used with strong support/resistance levels or price action strategies for confluence
VSA-Stopping VolumeVSA Stopping Volume Indicator
Stopping Volume occurs when candles show decreasing body sizes (narrow spreads) while volume steadily increases.
Example chart:
As you see:
3 consecutive candles in same direction (all green OR all red)
Body sizes (spreads) decreasing progressively: Candle 1 > Candle 2 > Candle 3
Volume increasing progressively: Volume 1 < Volume 2 < Volume 3
This pattern indicates price absorption - increased buying/selling pressure but declining price movement, often signaling exhaustion and potential reversal.
Indicator Features
This indicator detects Stopping Volume candlestick clusters with two signal types:
🔹 BUY/SELL Signals: Generated when pattern occurs at support/resistance zones
🔹 Directional Alerts (▲-green, ▼-red): Generated when pattern occurs outside key levels
Trading Guidelines:
⚠️ Auto-drawn S/R zones are reference only - manual level plotting recommended for accuracy
📊 Best for scalping: M5, M10, M15 timeframes
🛡️ Stop Loss: Place beyond the S/R zone you're trading
🎯 Take Profit: Based on your risk management
Key Concept: Volume expansion + price contraction = potential reversal, especially at SnR levels.
Perfect for scalpers looking to catch reversals at critical zones!
Momentum Candle V2 by Sekolah Trading📌 Momentum Candle V2 by Sekolah Trading – Pair-Based Volatility & Wick Ratio Filter
This script provides a structured and adaptive approach to detecting high-probability momentum candles in intraday markets. It dynamically adjusts pip thresholds and wick filtering conditions based on the selected symbol and timeframe, making it highly practical for real-time trading.
🔍 Concept and Originality
Momentum Candle V2 by Sekolah Trading implements a custom-built methodology combining:
Dynamic Pip Calibration
For each supported instrument (e.g., XAUUSD, USDJPY, GBPUSD, AUDUSD, EURUSD, BTCUSD), the user can define a pip threshold that determines the minimum valid body size for momentum candles. These thresholds are tailored for each pair and timeframe (M5, M15, H1), ensuring the logic adjusts to different volatility profiles.
Wick-to-Body Ratio Filtering
The script filters out candles with large wicks by requiring that total wick length (upper + lower) be no more than 30% of the full candle range. This helps identify decisive candles with minimal rejection.
Directional Validation
Bullish momentum is defined as: Close > Open with a shorter upper wick.
Bearish momentum is: Close < Open with a shorter lower wick.
Real-Time Timing Filter
Alerts are only triggered when the current candle is between 20 and 90 seconds from closing, which reduces noise and encourages confirmation-based entry.
Non-Repainting Logic
All calculations run in real-time with confirmed candles only — no lookahead or future leak.
📊 Visual Output – How to Read the Chart
When the conditions above are met, the script displays triangle markers on the chart:
🔺 Red downward triangle above the candle: valid bearish momentum signal
🔻 Blue upward triangle below the candle: valid bullish momentum signal
These shapes appear on live bars during the final moments of the candle to alert traders to potential confirmed momentum.
🔔 Alert Conditions
Two alert types are provided:
Momentum Bullish: Large bullish candle with small upper wick, during last 20–90s of bar
Momentum Bearish: Large bearish candle with small lower wick, same timing window
Alerts are designed for precision entries at candle close.
🧭 How to Use
Apply the script to a 5m, 15m, or 1h chart.
Configure pip thresholds for your preferred pairs from the input settings.
Watch for triangle markers near the close of each candle:
Blue = potential bullish momentum
Red = potential bearish momentum
Set alerts:
Go to Alerts → Select Momentum Bullish or Momentum Bearish
Frequency: Once Per Bar
Customize message: e.g. “Momentum Bullish on XAUUSD M15”
Combine signals with:
EMA, S/R, or trend filters
Volume/Order Flow
Liquidity zone or breakout context
🛡️ Why This Script Is Closed-Source
This script uses proprietary logic developed by Sekolah Trading, including:
Custom pip calibration engine
Adaptive wick filtering
Real-time entry validation with triangle plots
While the code is protected, the methodology has been explained transparently here in accordance with TradingView publishing rules.
⚠️ Disclaimer
This script is provided for educational and technical analysis purposes only.
It does not guarantee results or provide financial advice. Always verify trades with your own strategy and risk controls.
Author: Sekolah Trading
Version: Momentum Candle V2
Built with Pine Script v6
Session VWAPsThis indicator plots volume-weighted average price (VWAP) lines for three major trading sessions: Tokyo, London, and New York. Each VWAP resets at the start of its session and tracks the average price weighted by volume during that window. You can choose the exact session times, turn individual sessions on or off, and optionally extend each VWAP line until the end of the trading day.
It’s designed to give you a clear view of how price is behaving relative to session-specific value areas. This can help in identifying session overlaps, shifts in price control, or whether price is holding above or below a particular session’s average. The indicator supports futures-style day rollovers and works across markets.
ATR Trailing + Alerts + Price LabelsATR Trend is a clean and intelligent trend-following overlay built for traders who want clarity during both trending and ranging markets.
This indicator dynamically detects bullish and bearish market trends using the Average True Range (ATR), applying a confirmation-based approach to filter out false signals and minor pullbacks.
The trend line is:
Blue 🔵 during uptrends.
Black ⚫ during downtrends.
Continuous, recalculating only when the market truly shifts — not just when price temporarily crosses the line.
When a confirmed trend reversal occurs:
A 🔼 or 🔽 label shows the exact price of the flip.
An alert can be triggered to notify the user immediately.
💡 Features:
✅ Single-line trend direction
✅ Filters out short-term noise
✅ Exact price labeling on trend change
✅ Built-in alerts for up/down trend shifts
⚙️ Inputs:
ATR Period – Length of ATR calculation (default: 14)
ATR Multiplier – Offset for trend line placement (default: 2.0)
Flip Sensitivity – Number of bars required to confirm a trend reversal (default: 3)
This tool is suitable for:
Swing traders avoid false breakouts
Scalpers looking for high-probability trend entries
Algorithmic setups requiring structured trend logic
Golden Ratio Trend Persistence [EWT]Golden Ratio Trend Persistence
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Overview
The Golden Ratio Trend Persistence is a dynamic tool designed to identify the strength and persistence of market trends. It operates on a simple yet powerful premise: a trend is likely to continue as long as it doesn't retrace beyond the key Fibonacci golden ratio of 61.8%.
This indicator automatically identifies the most significant swing high or low and plots a single, dynamic line representing the 61.8% retracement level of the current move. This line acts as a "line in the sand" for the prevailing trend. The background color also changes to provide an immediate visual cue of the current market direction.
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The Power of the Golden Ratio (61.8%)
The golden ratio (ϕ≈1.618) and its inverse (0.618, or 61.8%) are fundamental mathematical constants that appear throughout nature, art, and science, often representing harmony and structure. In financial markets, this ratio is a cornerstone of Fibonacci analysis and is considered one of the most critical levels for price retracements.
Market movements are not linear; they progress in waves of impulse and correction. The 61.8% level often acts as the ultimate point of support or resistance. A trend that can hold this level demonstrates underlying strength and is likely to persist. A breach of this level, however, suggests a fundamental shift in market sentiment and a potential reversal.
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How to Use This Indicator
This indicator is designed for clarity and ease of use.
Identifying the Trend : The visual cues make the current trend instantly recognizable.
A teal line with a teal background signifies a bullish trend. The line acts as dynamic support.
A maroon line with a maroon background signifies a bearish trend. The line acts as dynamic resistance.
Confirming Trend Persistence : As long as the price respects the plotted level, the trend is considered intact.
In an uptrend, prices should remain above the teal line. The indicator will automatically adjust its anchor to new, higher lows, causing the support line to trail the price.
In a downtrend, prices should remain below the maroon line.
Spotting Trend Reversals : The primary signal is a trend reversal, which occurs when the price closes decisively beyond the plotted level.
Potential Sell Signal : When the price closes below the teal support line, it indicates that buying pressure has failed, and the uptrend is likely over.
Potential Buy Signal : When the price closes above the maroon resistance line, it indicates that selling pressure has subsided, and a new uptrend may be starting.
Think of this tool as an intelligent, adaptive trailing stop that is based on market structure and the time-tested principles of Fibonacci analysis.
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Input Parameters
You can customize the indicator's sensitivity through the following inputs in the settings menu:
Pivot Lookback Left : This number defines how many bars to the left of a candle must be lower (for a pivot high) or higher (for a pivot low) to identify a potential swing point. A higher value will result in fewer, but more significant, pivots being detected.
Pivot Lookback Right : This defines the number of bars that must close to the right before a swing point is confirmed. This parameter prevents the indicator from repainting. A higher value increases confirmation strength but also adds a slight lag.
Fibonacci Ratio : While the default is the golden ratio (0.618), you can adjust this to other key Fibonacci levels, such as 0.5 (50%) or 0.382 (38.2%), to test for different levels of trend persistence.
Adjusting these parameters allows you to fine-tune the indicator for different assets, timeframes, and trading styles, from short-term scalping to long-term trend following.
WVAD with Gap Compensation**Indicator Name:** WVAD with Gap Compensation
**Purpose:** Enhances the classic Williams Vix Fix (WVAD) by incorporating the impact of price gaps (jump ups/downs) in its calculation.
**Key Features:**
1. **Gap Detection:** Automatically identifies significant gaps (default: >0.5% from prior bar's high/low).
2. **Gap Compensation:** Adjusts the WVAD calculation by adding the gap size to the daily price change.
3. **Dynamic Weighting:** Applies a multiplier (1.2x or 1.5x) to the WVAD value on days with medium/large gaps (based on ATR).
4. **Visualization:**
- Plots the enhanced WVAD line (blue) and optionally the original WVAD (gray circles).
- Marks gap events with colored arrows (green ▲ for gap up, red ▼ for gap down) and connects the gap's impact with dashed lines.
- Includes a zero line for reference.
**Use Cases:**
- Gauges the true strength of money flow by accounting for gaps.
- Identifies potential trend shifts around gap events.
- Filters noise by focusing on significant gaps.
**Parameters:**
- `Accumulation Period`: Number of days to sum WVAD (default: 12).
- `Gap Threshold (%)`: Minimum gap size to trigger compensation (default: 0.5%).
- `Show Original WVAD`: Toggles display of the classic WVAD.
**Version:** Pine Script® v6
Institutional Sessions Overlay (Asia/London/NY)Institutional Sessions Overlay is a professional TradingView indicator that visually highlights the main trading sessions (Asia, London, and New York) directly on your chart.
Customizable: Easily adjust session start and end times (including minutes) for each market.
Timezone Alignment: Shift session boxes using the timezone offset parameter so sessions match your chart’s timezone exactly.
Clear Visuals: Colored boxes and optional labels display session opens and closes for fast institutional market structure reference.
Toggle Labels: Show or hide session open/close labels with a single click for a clean or detailed look.
Intuitive UI: User-friendly grouped settings for efficient configuration.
This tool is designed for day traders, institutional traders, and anyone who wants to instantly recognize global session timing and ranges for SMC, ICT, and other session-based strategies.
How to use:
Set your chart to your local timezone.
Use the "Session timezone offset" setting if session boxes do not match actual session opens on your chart.
Adjust the hours and minutes for each session as needed.
Enable or disable labels in the “Display” settings group.
Tip: Use the overlay to spot session highs and lows, volatility windows, and institutional liquidity sweeps.
CRT + PO3 Range Theory Hey everyone, I’ve put together a little script for TradingView that tries to show the classic CRT + PO3 (Power of Three) pattern. It’s still a work in progress, so please use it on a demo account and let me know what you think!
What It Does
Accumulation Phase: On each higher‐timeframe bar (e.g. 2-hour), it draws a shaded zone where price is hanging out. That’s when we assume “big players” are quietly building positions.
Manipulation Phase: If price briefly pokes above or below that zone but then slips back inside, it marks that wick as a shake-out.
Distribution Phase: When price finally closes cleanly outside the zone, it draws another shaded area and drops a “Distribution” label plus a big LONG or SHORT arrow on that bar.
You can tweak it so it only shows signals when a bar closes (no more weird flashing mid-bar), or even allow “direct” Distribution on a clean breakout without waiting for a fake wick first.
How to Set It Up
Add the script from your Indicators list.
Pick your HTF (I like 2-hour or 4-hour).
Turn “Show Zone Labels” on or off—these are the little “Accumulation/Manipulation/Distribution” tags.
Turn “Show Entry Signals” on to get the big LONG/SHORT arrows.
If you hate flicker, check “Show signals only at bar close.”
If you want to catch a swift breakout (no fake-out needed), check “Allow direct Distribution on clean breakout.”
There are also sliders for zone colors, transparency, label size, and how far above/below the bars the labels sit.
Why It’s Still a Beta
I’m not a CRT/PO3 guru—this is more of a hobby project and a little facination for this strategy.
There might be edge cases where it misses a shake-out or flags a Distribution too early.
I take no responsibility for your trades—please only run it on a demo account until we’ve worked out the quirks.
Feedback Wanted!
If you try it out, I’d love to hear:
Did the Manipulation wicks line up where you expected?
Were the Distribution arrows on the right bars?
Any ideas for easier settings or extra alerts?
Thanks for testing and helping me turn this into something solid!
Zero-Lag RSI DivergenceZero-Lag RSI Divergence
Overview
This indicator identifies RSI divergences in real-time without delay, providing immediate signals as price-momentum discrepancies develop. The indicator analyzes price action against RSI momentum across dual configurable periods, enabling traders to detect potential reversal opportunities with zero lag.
Key Features
Instant Divergence Detection : Identifies bullish and bearish divergences immediately upon formation without waiting for candle confirmation or historical validation. This eliminates signal delay but may increase false signals due to higher sensitivity.
Dual Period Analysis : Configure detection across two independent cycles - Short Period (default 15) and Long Period (default 50) - allowing for multi-timeframe divergence analysis and enhanced signal validation across different market conditions.
Visual Divergence Lines : Automatically draws dashed lines connecting divergence points between price highs/lows and corresponding RSI peaks/troughs, clearly illustrating the momentum-price relationship.
Customizable RSI Parameters : Adjustable RSI length (default 14) allows optimization for different market volatility and trading timeframes.
How It Works
The indicator continuously monitors price action patterns and RSI momentum:
- Bullish Divergence : Detected when price makes lower lows while RSI makes higher lows, suggesting potential upward momentum
- Bearish Divergence : Identified when price makes higher highs while RSI makes lower highs, indicating potential downward momentum
The algorithm uses candle color transitions and immediate RSI comparisons to trigger signals without historical repainting , ensuring backtesting accuracy and real-time reliability.
How To Read
Important Notes
Higher Signal Frequency : The zero-lag approach increases signal sensitivity, generating more frequent alerts that may include false signals. Consider using additional confirmation methods for trade entries.
Non-Repainting : All signals are generated and maintained without historical modification, ensuring consistent backtesting and forward-testing results.
Input Parameters
RSI Length: Period for RSI calculation (default: 14)
Short/Long Periods: Lookback periods for divergence detection (default: 15/50)
Line Colors: Customizable colors for short and long period divergence lines
Label Settings: Optional divergence labels with custom text
This indicator is designed for traders seeking immediate divergence identification across multiple timeframes while maintaining signal integrity and backtesting reliability.
Cobra Hedge Dashboard – V1.0 Final Master🧠 Cobra Hedge Dashboard – V1.0 Final Master
V1.0 | Smart Risk Filter for Open Hedge Positions
📝 (Description):
Cobra Hedge Dashboard is built specifically for traders managing open hedge positions. It provides a real-time view of directional pressure, smart zones, and price behavior to help make informed decisions such as:
When to partially close hedge orders
When to reverse positions based on flow & exhaustion
Which side (Buy or Sell) currently has momentum
Detecting price reaching critical zones (Supply/Demand)
Measuring volume strength to avoid fake exits
🔍 Ideal for traders already in the market — this dashboard is not an entry signal system, but a tool to manage hedge exits and exposure.
Built-in calculations include:
VWAP and EMA cross-pressure
Directional flow meter
Auto Supply & Demand Zones
Volume spikes and breakout strength
Best used on 1m–15m charts.
Open-source for transparency and improvement.
Price Deviation Table by ZonkeyXLProvides a 30 column table showing price deviation per bar close, highlighting larger deviations in red (downside) or green (upside).
Deviations that get highlighted in red/green are calculated to be 2x the amount of price movement in the previous candle, but can be customised to check any deviation size you want in the options panel.
Can be used on any timeframe but you need to specify the number of bars per table column to make it accurate to what you want.
Examples:
If used on the 1 second time frame you could specify bars to 1 and then each column value will check the price as at close on the most recent second for deviations against the close of price on the second prior, showing comparisons up to 30 seconds.
If on the 1 minute time-frame you could specify bars to 2 and then each column value would show deviations from most recent price close to 2 minutes ago, making all 30 columns show deviations for up to an hour.
At the end of the column are 3 orange coloured columns. The first one compares price to 10 bars ago. The second compares current price to 20 bars ago. The 3rd compares current price to 30 bars ago.
In our example on the 1 second above, this would mean deviation is calculated by comparing most recent close to 10 seconds ago, then to 20 seconds ago, and then to 30 seconds ago. The final 3 columns do not highlight red or green, so you can differentiate them properly from the main deviation columns at all times.
Note that the table is rolling - so once it is populated for the first time, only the final column will update while the prior values will shift one column to the left.
