Индикаторы и стратегии
Ripster EMA Clouds with MTFCredits & Origins:
This script is a modification of the widely popular EMA Clouds system originally created by @Ripster47. Full credit goes to him for the strategy and original concept. This version simply adds a quality-of-life feature for traders who use multi-timeframe analysis.
What is this Indicator?
The Ripster EMA Clouds system uses overlapping Exponential Moving Averages (EMAs) to visualize trends, momentum, and dynamic support/resistance zones. The "clouds" differ in color to indicate bullish or bearish trends, acting as a visual guide for keeping you on the right side of the trade.
What is New in This Version? (MTF Capability)
The standard version of this indicator calculates EMAs based on your current chart timeframe. If you switch from a 10-minute chart to a 1-minute chart, the clouds change completely.
I have added a "Fixed Timeframe" variable/input that allows you to "lock" the clouds to a specific timeframe, regardless of what chart you are viewing.
Why is this useful? This allows for true Multi-Timeframe (MTF) scalping.
Example: You can set the clouds to look at the 10-minute trend (identifying major support levels) but execute your entries on a 1-minute chart.
The clouds will remain locked to the 10-minute data, giving you the "big picture" view while you trade the micro-movements.
How to Use
Open the indicator settings.
Go to the Inputs tab.
Find the "Fixed Timeframe" option at the top.
Leave Empty (Default): The indicator behaves exactly like the original (adjusts to your chart).
Select a Timeframe (e.g., 10 Minutes): The clouds will lock to the 10-minute EMAs, even if you switch your chart to 1-minute or 5-seconds.
Note on Visuals When viewing Higher Timeframe (HTF) clouds on a Lower Timeframe (LTF) chart, the clouds will appear to have a "stepped" or "ladder-like" appearance. This is normal and accurate. It represents the single EMA value holding constant for that entire higher-timeframe period. This helps you see the true support level rather than a smoothed, repainted line.
8 EMA. 21 EMA. VWAP This trio is popular for momentum, scalping, and trend-following on 1m–15m charts (stocks, futures, indices).
1. Trend & Bias Filter
• Overall bullish when: Price > VWAP and 8 EMA > 21 EMA
• Overall bearish when: Price < VWAP and 8 EMA < 21 EMA
VWAP adds volume context — many ignore EMA signals against the VWAP side.
2. Crossover Signals (Primary Entries)
• Bullish crossover: 8 EMA crosses above 21 EMA → potential long (especially if price is already above VWAP)
• Bearish crossover: 8 EMA crosses below 21 EMA → potential short (especially if price is below VWAP)
VWAP confirmation reduces whipsaws: only take longs above VWAP, shorts below it.
3. Pullback / Retest Entries (Higher Probability)
• In an uptrend (price > VWAP, 8 > 21): Wait for dips to the 8 EMA (or sometimes 21 EMA) → buy the bounce.
• In a downtrend: Wait for rallies to the 8 EMA → short the rejection.
VWAP often acts as a magnet or pivot — price gravitating toward it can signal mean-reversion trades.
Williams AlligatorSleeping: When the three lines are intertwined, the market is range-bound (the Alligator is sleeping). Avoid trading.
Eating: When the Green line (Lips) crosses out of the Red (Teeth) and Blue (Jaw) lines, the trend is beginning.
Open Mouth: If Green > Red > Blue, it is an Uptrend. If Blue > Red > Green, it is a Downtrend.
Weighted CCI Oscillator [SeerQuant]Weighted CCI Oscillator (WCCI)
The Weighted CCI Oscillator (WCCI) is an enhanced CCI-style deviation oscillator that builds on the classic Commodity Channel Index framework by introducing adaptive weighting and configurable smoothing. By dynamically scaling deviation based on a selected market “weight” (Volume, Momentum, Volatility, or Reversion Factor), WCCI helps trend strength and regime shifts stand out more clearly, while still retaining the familiar CCI-style structure and ±200 extreme zones.
⚙️ How It Works
WCCI starts by calculating a baseline (your chosen moving average type) of the selected CCI source (Typical Price / HLC3, or a custom input source). It then measures how far price deviates from that baseline, and applies an adaptive weight to that deviation based on your selected weighting method.
The weighting is normalized for stability so it remains usable across different assets and changing regimes, then clamped to prevent abnormal spikes from distorting the oscillator. The weighted deviation is normalized by a weighted mean absolute deviation term (using the standard CCI constant k), producing a CCI-like oscillator that responds differently depending on the “state” of the market.
Trend logic is defined using a neutral zone around the 0 midline: bullish when WCCI holds above (0 + Neutral Zone), bearish when it holds below (0 - Neutral Zone), and neutral while it remains inside that band. A smoothed WCCI line is also provided for cleaner confirmation.
✨ Customizable Settings
WCCI is designed to be tuned without overcomplication. You can choose the CCI source mode (Typical Price / HLC3 or Input Source), set the calculation length, and apply smoothing using your preferred moving average type (SMA, EMA, RMA, HMA, DEMA, TEMA, etc.).
The weighting method is the key differentiator:
Volume weighting emphasizes participation and activity.
Momentum weighting emphasizes impulse and directional pressure.
Volatility weighting emphasizes expansion/contraction phases.
Reversion Factor weighting responds inversely to variance, biasing toward mean-reversion conditions.
On the style side, you can select a preset colour scheme (Default/Modern/Cool/Monochrome) or enable custom bull/bear/neutral colours. Candle coloring is optional, and you can choose whether candles follow the raw WCCI or the smoothed WCCI.
🚀 Features and Benefits
WCCI provides a CCI-style oscillator that adapts to market conditions instead of treating every regime the same. The weighting engine helps meaningful moves stand out when conditions justify it, while the neutral-zone framework reduces noise and improves readability compared to relying purely on midline flips. With flexible smoothing, clean state transitions, optional candle coloring, and clear ±200 extreme markers, WCCI works well as a trend filter, confirmation layer, or regime signal alongside other systems.
📜 Disclaimer
This indicator is for educational purposes only and does not constitute financial advice. Past performance does not guarantee future results. Always consult a licensed financial advisor before making trading decisions. Use at your own risk.
Indian Equities Theme Tracker [EWT] - Sector Rotation HeatmapIdentify where the "Smart Money" is flowing in the Indian Markets.
The Indian Equities Theme Tracker is a powerful visual dashboard designed for NSE traders and investors to monitor sector rotation and relative strength in real-time. By tracking the most liquid Exchange Traded Funds (ETFs), this tool provides a birds-eye view of the Indian economy—from core benchmarks like Nifty 50 and Nifty 500 to high-growth themes like Defence, EV, Tourism, and Energy.
In modern markets, capital doesn't move into all stocks at once; it rotates between sectors. This script helps you spot the leaders and laggards across five different timeframes, ensuring you are always positioned in the strongest themes.
🚀 Key Features :
23+ Essential Themes: Tracks Broad Market, Market Caps (Mid/Small), Sectors (IT, Bank, Auto, Metal), and Narratives (Defence, Tourism, EV, Energy).
Dynamic Performance Sorting: Automatically reorders the table based on your selected lookback (1 Day, 1 Week, 1 Month, 3 Months, or YTD).
Heatmap Logic: Intuitive color coding helps you instantly identify extreme bullishness or bearishness across the board.
Liquidity Focused: Uses the most liquid NSE ETFs (BeES and equivalent) to ensure the data is accurate and reflects tradeable prices.
Pro UI Design: A clean, professional dashboard that can be positioned anywhere on your chart without cluttering your price action analysis.
📊 Themes Included :
Benchmarks: Nifty 500, Nifty 50, Nifty Next 50.
Market Caps: Midcap 150, Smallcap 250.
Sectors: Private & PSU Banks, IT, Pharma, Healthcare, FMCG, Auto, Metals, Infra, Realty.
Thematic/Narratives: Defence, Tourism, Energy, EV & New Age Automotive, Consumption.
Safe Havens: Gold & Silver.
🛠️ How to use :
Timeframe: Switch to the Daily (D) timeframe for the best results.
Settings: Use the inputs to change the table position (Top/Middle/Bottom) and the sorting criteria.
Strategy: Look for themes that are consistently at the top of the "1 Month" and "3 Month" lists—these are your structural leaders. Use "1 Day" to spot quick tactical bounces.
Disclaimer: This indicator is for educational and informational purposes only and does not constitute financial advice. Always perform your own due diligence.
MAG7 and VIXMAG7 and VIX is a institutional-grade market breadth and sentiment dashboard designed specifically for Nasdaq (NQ) traders. Instead of relying on a single price chart, this indicator provides a "look under the hood" of the market by tracking the volatility of the entire index and the individual performance of the seven stocks that drive over 40% of the Nasdaq 100's movement.
Core Components
1. The Fear Gauges (Volatility Monitoring)
This section tracks the VIX (S&P 500 Volatility) and VXN (Nasdaq Volatility).
The Logic: Volatility and price usually have an inverse relationship.
Risk-On: When these numbers are Green (negative %), volatility is dropping, which usually provides a "tailwind" for stocks to rise.
Risk-Off: When these numbers turn Red (positive %), fear is entering the market, often preceding a sharp sell-off or indicating that a rally is built on "shaky ground."
2. Tech Leaders (Market Breadth)
This monitors the Mag7 (NVDA, AAPL, MSFT, AMZN, GOOG, META, TSLA). The dashboard calculates a Weighted Average of these leaders to show the true strength of the "engines" behind the NQ.
Weights: NVDA, AAPL, and MSFT are given 1.5x weight because their market caps have the highest impact on the index.
Individual Heatmap: Each stock has its own cell that changes color based on its performance relative to the daily open.
Using the Dashboard for Divergence Trading
The primary value of this indicator is spotting Divergence, which occurs when the NQ price is lying to you but the internal data shows the truth.
Bearish Breadth Divergence: The NQ hits a new high, but the Tech Leaders Average is negative, and most individual cells (like NVDA or MSFT) are red. This indicates the move is "thin" and likely a bull trap.
Bullish Breadth Divergence: The NQ is flushing to new lows, but the Tech Leaders are starting to turn green or the Fear Gauges are rapidly dropping. This often signals that a bottom is being put in.
Dashboard Placement & Aesthetics
Top Center Positioning: Placed by default at the top-center of your chart to keep your eyes on the price action while maintaining peripheral awareness of the macro data.
Large UI: Designed for high-resolution screens so you can read the percentage shifts without squinting during fast-moving "Turbo" sessions.
Real-Time Updates: The data is fetched dynamically using request.security, ensuring the "Heatmap" reflects current intraday strength rather than just yesterday's close.
Macro 6-PackMacro 6-Pack dashboard: SPX momentum, VIX, HY credit spread, 10Y yield shifts, DXY trend, and 2s10s curve.
Quant Labs Edge Filter (Community Edition)A market-structure filter designed to identify when no real edge exists.
Edge Filter evaluates price location relative to structure to define market posture — long bias, short bias, or stand aside. It does not generate trade signals and is intentionally designed to reduce overtrading.
Clear Posture States
Near Highs — Short Bias
Near Lows — Long Bias
No Edge — Stand Aside
When edge is absent, patience is the strategy.
Why It Stands Out
Most indicators encourage action.
Edge Filter encourages restraint.
Its purpose is to protect capital, attention, and decision quality by filtering out low-quality environments.
Community Edition
This version publishes the core logic openly for transparency and education.
Private access versions may exist for traders seeking continuity and stewardship.
Bottom Line
Trade less.
Trade better.
Wait for edge.
— QuantLabs
Reversal Detection v3.1 - Real-Time Pro (Non-Repainting)Reversal Detection Pro v3.1 - Universal Non-Repainting
ACKNOWLEDGMENTS
Special thanks to @ksiva100 for extensive testing and detailed feedback on v3.0 that led to the major improvements in v3.1. Their real-world testing on GC, ES, NQ, NG, and CL futures across 3-5 minute timeframes identified critical issues with sensitivity scaling and helped shape the universal ATR-adaptive system that makes this version work seamlessly across all instruments and timeframes.
Community feedback like this is invaluable in creating better tools for all traders.
FULL DESCRIPTION:
OVERVIEW
Reversal Detection Pro v3.1 is a non-repainting reversal identification system designed for futures trading across all timeframes. The indicator uses ATR-adaptive thresholds combined with a zigzag-based pivot detection algorithm to identify confirmed price reversals. A triple EMA trend filter provides directional context, while optional supply/demand zones highlight key reversal areas.
The indicator automatically scales to any instrument's price level and volatility through its ATR-adaptive mechanism, eliminating the need for manual threshold adjustments when switching between instruments or timeframes.
KEY FEATURES
Non-Repainting Confirmation System
All confirmed reversal signals are final and do not disappear or move to different bars. The indicator includes an optional preview mode that shows potential reversals before confirmation, clearly labeled to distinguish them from confirmed signals. Users can add extra confirmation bars for additional validation before signals appear.
ATR-Adaptive Sensitivity
The indicator uses Average True Range (ATR) as its primary sensitivity mechanism. Five preset sensitivity levels (Very High, High, Medium, Low, Very Low) multiply the ATR by factors ranging from 0.8x to 3.5x. This approach automatically adapts to:
Different price levels (works equally on $25 micro futures and $25,000 instruments)
Varying volatility conditions (calm vs. volatile markets)
Multiple timeframes (1-minute through daily charts)
Different trading sessions (regular hours vs. after-hours)
Triple EMA Trend Detection
Three exponential moving averages (9, 14, and 21 periods) create a trend identification system. The info table displays current trend status as BULLISH, BEARISH, or NEUTRAL. Strong signals occur when a reversal aligns with the prevailing trend direction.
Supply and Demand Zones
Optional rectangular zones display at confirmed pivot points. These zones are color-coded (green for demand/support, red for supply/resistance) and can be configured for thickness, extension length, and maximum number displayed. Zones can be toggled on or off independently of reversal signals.
Information Display Table
A customizable table shows real-time indicator settings including:
Current signal mode (Confirmed Only, Preview, or Both)
Active sensitivity preset
ATR multiplier value
Percentage threshold
Current ATR reading
Calculated reversal threshold
Current trend status
Comprehensive Alert System
Eight different alert conditions cover all signal types:
Bullish reversal confirmed
Bearish reversal confirmed
Any reversal (combined)
EMA buy signal (trend change to bullish)
EMA sell signal (trend change to bearish)
Trend changed to bullish
Trend changed to bearish
Strong bullish (reversal + bullish trend aligned)
Strong bearish (reversal + bearish trend aligned)
HOW IT WORKS
Reversal Detection Algorithm
The indicator tracks price using a zigzag methodology that requires a minimum reversal amount before confirming a pivot. This reversal threshold is calculated using three components:
ATR Component (Primary): ATR × Sensitivity Multiplier
Percentage Component (Safety Floor): Close Price × Percentage Threshold
Absolute Component (Minimum Floor): Fixed dollar/point amount
The reversal threshold equals whichever of these three values is largest. This ensures appropriate sensitivity across all instruments and timeframes.
Pivot Confirmation Process
Price must move in one direction to establish a high or low pivot point. When price reverses by the minimum threshold amount, that pivot is confirmed. A reversal signal triggers when price subsequently breaks through the previous confirmed pivot in the opposite direction.
Signal Generation
Green labels and lines: Bullish reversal confirmed (buy signal)
Red labels and lines: Bearish reversal confirmed (sell signal)
Preview labels (if enabled): Potential reversals not yet confirmed (semi-transparent)
Trend Filter Operation
The 9/14/21 EMA system identifies trend direction:
BULLISH: 9 EMA > 14 EMA > 21 EMA, with price above 9 EMA
BEARISH: 9 EMA < 14 EMA < 21 EMA, with price below 9 EMA
NEUTRAL: EMAs not in sequential order
Strong signals occur when reversals align with trend direction.
HOW TO USE
Initial Setup
Add Indicator to Chart
Search "Reversal Detection Pro v3.1" in TradingView indicators
Click to add to any futures chart
Default settings work immediately on any instrument/timeframe
Choose Signal Mode (Signal Controls section)
Confirmed Only: Shows only final, non-repainting signals (recommended for trading)
Confirmed + Preview: Shows both confirmed and potential signals
Preview Only: Shows only potential signals (educational/learning mode)
Set "Extra Confirmation Bars" to 0 for immediate signals, or 1-5 for additional validation
Select Sensitivity (Main Controls section)
Very High: Maximum signals, catches small swings (0.8× ATR)
High: Active trading with more opportunities (1.2× ATR)
Medium: Balanced quality and quantity - recommended starting point (2.0× ATR)
Low: Conservative, higher quality signals (2.8× ATR)
Very Low: Major reversals only, highest quality (3.5× ATR)
Recommended Settings by Timeframe
1-2 Minute Charts (Ultra-Short Scalping)
Sensitivity: High or Very High
Confirmation Bars: 0
Expected: 10-20+ signals per session
Best for: Quick scalps, high-frequency trading
3-5 Minute Charts (Active Day Trading)
Sensitivity: Medium or High
Confirmation Bars: 0-1
Expected: 5-15 signals per session
Best for: Standard scalping, intraday swings
15-30 Minute Charts (Swing Trading)
Sensitivity: Medium or Low
Confirmation Bars: 0-1
Expected: 2-8 signals per session
Best for: Larger intraday swings, part-time trading
1-4 Hour Charts (Position Trading)
Sensitivity: Low or Very Low
Confirmation Bars: 1-2
Expected: 1-5 signals per week
Best for: Multi-day position trades
Daily Charts (Long-Term Swing Trading)
Sensitivity: Very Low
Confirmation Bars: 1-3
Expected: 1-4 signals per month
Best for: Weekly to monthly swing trades
Customizing Display
Supply/Demand Zones (Zones section)
Enable "Show Supply/Demand Zones" to display rectangular areas at pivots
Adjust "Number of Zones" to control how many recent zones appear (0-20)
Set "Zone Box Extension" for forward projection length (5-100 bars)
Modify "Zone Thickness" as percentage of price (0.01%-0.2%)
Visual Elements (Labels section)
"Stop Line Extension": Length of horizontal lines at reversal points (1-50 bars)
"Maximum Lines to Display": Limits historical lines visible (3-50)
"Label Size": Small, Normal, or Large text
Information Table (Info Table section)
Toggle "Show Info Table" on/off
Choose "Table Position": Six position options
Select "Table Size": Tiny through Huge
Setting Up Alerts
Click the "Alert" button (clock icon) on TradingView
Select "Reversal Detection Pro v3.1" from Condition dropdown
Choose specific alert type or "Any REVERSAL" for all signals
Set "Options" to "Once Per Bar Close" (recommended)
Configure notifications (popup, email, SMS, webhook)
Name your alert and click "Create"
For highest-probability trades, use "STRONG Bullish Signal" and "STRONG Bearish Signal" alerts which combine reversals with trend confirmation.
Advanced Settings (Custom Mode)
For experienced users, selecting "Custom" sensitivity unlocks manual control:
Calculation Method: "average" for smoother signals, "high_low" for more responsive
Percentage Reversal: Manual percentage threshold (0.01%-1.0%)
Absolute Reversal: Fixed dollar/point minimum ($0.01-$50)
ATR Multiplier: Manual ATR multiplication factor (0.1-10.0)
ATR Length: Period for ATR calculation (1-50, standard is 14)
Average Length: Smoothing period for high/low when using "average" method (1-50)
Trading Workflow Example
Identify Market Context
Check info table for trend status (BULLISH, BEARISH, NEUTRAL)
Note current ATR and reversal threshold values
Observe recent reversal signal quality
Wait for Signal
Green label = potential long entry (bullish reversal)
Red label = potential short entry (bearish reversal)
Horizontal line shows reversal pivot level
Evaluate Signal Quality
Strongest signals align with trend (STRONG alerts)
Check if reversal occurs at supply/demand zone
Verify adequate volume on reversal bar
Execute Trade
Enter on signal confirmation
Place stop loss below/above reversal pivot line
Target next supply/demand zone or opposing reversal signal
Manage Position
Trail stop loss with price movement
Take partial profits at zones
Exit on opposing reversal signal or stop hit
Multi-Timeframe Analysis
For optimal results, use multiple timeframes:
Higher timeframe (3-5× larger): Determine overall trend direction
Trading timeframe: Execute trades on reversal signals
Lower timeframe (3-5× smaller): Fine-tune entries and exits
Example: Trade ES futures
1 Hour chart: Identify BULLISH trend
5 Minute chart: Take only green (long) reversal signals
1 Minute chart: Time precise entry after signal appears
IMPORTANT USAGE NOTES
Understanding Signal Timing
This is a reversal identification indicator, not a prediction tool. Signals appear AFTER price begins reversing from a pivot, not at the exact top or bottom. This is intentional design - the confirmation process ensures reliability at the cost of capturing the absolute extremes.
Timeframe and Signal Frequency
Higher timeframes naturally produce fewer signals. This is correct behavior:
Daily charts: 1-4 signals per month is normal
1-hour charts: 1-5 signals per week is normal
5-minute charts: 5-15 signals per day is normal
1-minute charts: 10+ signals per hour is normal
If you want more signals, either use a lower timeframe or higher sensitivity setting.
Optimal Market Conditions
Best performance occurs during:
Regular trading hours (RTH) with normal volume
Trending or ranging markets
Liquid instruments with tight spreads
Normal volatility environments
Reduced performance may occur during:
Major economic announcements (FOMC, NFP, CPI)
Opening gaps or halted trading
Extremely thin markets (after-hours, holidays)
Flash crash or extreme volatility events
Risk Management Requirements
Always use stop losses (place beyond reversal pivot)
Position size appropriately (1-2% account risk per trade)
Account for commissions and slippage in planning
Never trade with funds you cannot afford to lose
Paper trade new settings before using real capital
Not a Complete Trading System
This indicator identifies potential reversal points but should be used as part of a complete trading plan including:
Overall market analysis and context
Risk/reward assessment
Position sizing methodology
Trade management rules
Psychological discipline
TECHNICAL SPECIFICATIONS
Calculation Method
Base Algorithm: Modified zigzag with adaptive thresholds
Primary Sensitivity: ATR-based multiplier system
Trend Filter: Triple EMA (9/14/21 exponential moving averages)
Price Calculation: Configurable (high/low or EMA-smoothed high/low)
Confirmation: Configurable delayed confirmation (0-5 bars)
Resource Usage
Maximum Boxes: 50 (for supply/demand zones)
Maximum Lines: 200 (user-configurable display limit)
Maximum Labels: 100 (for reversal markers)
Calculation Speed: Fast (minimal computational overhead)
Compatibility
TradingView Pine Script: Version 6
Chart Types: All (candlestick, bar, line, etc.)
Instruments: All futures contracts (optimized for liquid markets)
Timeframes: All (1 second through 1 month)
Features: Alerts, Strategy Tester compatible
SUITABLE INSTRUMENTS
Micro E-mini Futures
MES (Micro E-mini S&P 500), MNQ (Micro E-mini Nasdaq-100), MYM (Micro E-mini Dow), M2K (Micro E-mini Russell 2000), MGC (Micro Gold), MCL (Micro Crude Oil)
E-mini Futures
ES (E-mini S&P 500), NQ (E-mini Nasdaq-100), YM (E-mini Dow), RTY (E-mini Russell 2000)
Commodities
GC (Gold), SI (Silver), CL (Crude Oil), NG (Natural Gas), HG (Copper), ZW (Wheat), ZC (Corn), ZS (Soybeans)
Indices
SPX (S&P 500 Index), NDX (Nasdaq-100 Index), DJI (Dow Jones Industrial Average)
Currencies
6E (Euro FX), 6B (British Pound), 6J (Japanese Yen), 6A (Australian Dollar)
Interest Rates
ZB (30-Year T-Bond), ZN (10-Year T-Note), ZF (5-Year T-Note)
Crypto Futures
BTC (Bitcoin Futures), ETH (Ethereum Futures)
The ATR-adaptive system works on any liquid futures contract. Results may vary on extremely thin markets or instruments with unusual price structures.
LIMITATIONS AND CONSIDERATIONS
What This Indicator Does
Identifies confirmed price reversals after they begin
Adapts threshold requirements to market volatility
Provides trend context through EMA analysis
Marks potential support/resistance zones
Generates alerts for reversal conditions
What This Indicator Does NOT Do
Predict future price movements
Guarantee profitable trades
Work equally in all market conditions
Eliminate the need for trader judgment
Replace a complete trading strategy
Known Limitations
Signals lag actual reversal by design (confirmation required)
May generate false signals during choppy, directionless markets
Not optimized for gapping markets or illiquid instruments
Requires normal volatility (extreme VIX can affect performance)
EMAs are lagging indicators (trend status reflects recent past)
User Responsibility
Users are responsible for:
Backtesting settings on their chosen instruments
Understanding how the indicator works before trading
Implementing proper risk management
Complying with their broker's margin requirements
Following applicable regulations in their jurisdiction
DISCLAIMERS
Educational Purpose
This indicator is provided for educational and informational purposes only. It is a technical analysis tool designed to assist traders in identifying potential reversal points. It does not constitute financial advice, investment recommendations, or trading signals.
No Performance Guarantees
Past performance of this indicator does not guarantee future results. Markets are inherently uncertain and no technical indicator can predict future price movements with certainty. Losses are a normal part of trading and users should expect both winning and losing trades.
Risk Warning
Trading futures involves substantial risk of loss and is not suitable for all investors. Users should carefully consider whether trading is appropriate for them in light of their experience, objectives, financial resources, and other relevant circumstances. Users should only trade with capital they can afford to lose entirely.
No Liability
The indicator creator and publisher are not responsible for any losses incurred through use of this indicator. Users assume full responsibility for their trading decisions and outcomes. The indicator is provided "as-is" without warranties of any kind.
Testing Requirement
Users should thoroughly test this indicator using paper trading or small position sizes before committing significant capital. Different instruments, timeframes, and market conditions will produce different results. What works well in one context may not work in another.
Not Investment Advice
Nothing in this description or in the indicator itself constitutes investment advice or a recommendation to buy or sell any security. Users should consult with a licensed financial advisor before making investment decisions.
SUPPORT AND UPDATES
Version Information
Current Version: 3.1
Release Date: 21 January 2025
Pine Script Version: 6
Updates and Improvements
This indicator may receive updates to improve functionality, fix bugs, or add features. Users will automatically receive updates through TradingView's indicator system. Major version changes may include breaking changes to settings or behavior.
User Feedback
Community feedback helps improve the indicator. Users are encouraged to share their experiences, report issues, and suggest enhancements through comments. Please include specific details about instruments, timeframes, and settings when reporting issues.
Following for Updates
Click "Follow" on the @NPR21 profile to receive notifications about new indicators, updates, and educational content.
McGinley Dynamic + MA FilterMcGinley Dynamic + MA Filter Long/Short Gauge
Author: Simon20cent
Purpose:
Provides a fast, adaptive trend indicator using the McGinley Dynamic, with an optional moving average filter for stronger confirmation of LONG or SHORT bias. Designed to give clear visual signals without cluttering the chart.
How it Works:
McGinley Dynamic: tracks price direction adaptively.
Price above MD → bullish
Price below MD → bearish
Optional MA Filter: confirms trend using a chosen SMA or EMA.
LONG only if MD > MA
SHORT only if MD < MA
Visual Signals:
Line: McGinley Dynamic (colored by bias)
Optional MA line: blue reference
Background color: green = LONG, red = SHORT
Labels: optional “LONG” / “SHORT” above/below bars
Customization Options:
MD period
MA type (SMA/EMA) and period
Show/hide lines and labels
Enable/disable MA filter
Use Cases:
Quick trend bias detection
Entry filter for trades (aligns MD and MA)
Works on any timeframe for scalping, intraday, or swing setups
Key Advantage:
Adaptive, low-lag trend detection with optional confirmation, giving a clean and clear long/short gauge.
TASC 2026.02 Portfolio Diversification█ OVERVIEW
This indicator is a simplified framework for analyzing hypothetical portfolios, based on the concepts in the February 2026 edition of the TASC Traders' Tips , "Foundational Portfolio Design, Not Stock-Picking”. It requests datasets for spread symbols that represent weighted combinations of user-selected or predefined instruments, compares the returns in the data to those of a selected benchmark, and calculates risk-related metrics.
█ CONCEPTS
One of the core concepts of portfolio design is diversification. A diversified portfolio distributes market exposure across multiple, ideally uncorrelated, instruments to reduce potential risks. Investors often diversify their portfolios by allocating capital to instruments from different classes, sectors, or regions rather than investing in only a single instrument or multiple related instruments.
As described in the article, the motivation behind creating diversified portfolios is simple:
"No single position should have the capacity to sink the entire portfolio."
This indicator estimates a portfolio's performance by requesting combined price data for spread symbols from user inputs or predefined options, and then analyzing the data's annual arithmetic returns alongside those of a specified benchmark instrument. It displays the returns of the spread and the benchmark in a table at the bottom left.
The indicator also displays the following metrics described in the article in a table at the bottom right of the pane for additional performance information:
Max drawdown: The maximum drop in the portfolio's value from a local peak.
Standard deviation: The dispersion of portfolio values relative to their mean.
Sharpe ratio: The ratio of excess returns in an investment compared to a hypothetical risk-free rate of return.
Pain index: A measure of risk based on the depth, duration, and frequency of losses. The metric in this script considers only the bars where drawdown is nonzero.
Ulcer index: A measure of downside risk based on the root mean square of drawdowns. The metric in this script considers only the bars where drawdown is nonzero.
Correlation: The Pearson correlation coefficient between the returns of the hypothetical portfolio and those of a selected benchmark.
The first five metrics are direct risk measures. The correlation metric helps assess whether the hypothetical portfolio closely follows the broader market. High correlation with a broad benchmark might indicate an elevated sensitivity to systematic risk.
█ USAGE
Users can select a combination of up to 10 symbols with specific weights to construct a hypothetical portfolio to analyze. Alternatively, users can select a predefined combination of symbols and weights based on the article's examples of optimized portfolios for different levels of risk tolerance.
The script plots the calculated returns from the selected combination and the benchmark instrument for visual comparison. It also generates tables to compare returns and display risk metrics.
Note: This indicator is intended to provide a simplified demonstration of portfolio concepts, and some metric calculations differ slightly from those in the article. The script does not produce any signals, and the calculated metrics are estimates intended for EOD timeframes such as 1D. If the hypothetical portfolio consists of instruments with different sessions, we recommend using 1W or a higher timeframe.
█ INPUTS
Benchmark: The symbol of the instrument to compare against the hypothetical portfolio.
Portfolio Type: Choose between named options for predefined portfolio configurations based on risk profiles outlined in the article. To create a custom portfolio from up to 10 symbols, select "Custom" and adjust the 10 sets of inputs below.
Risk-free rate: The hypothetical annual risk-free rate for the Sharpe ratio.
Periods per year: If not zero, the script uses the value as the number of bars per year for annualization, which affects Sharpe ratio and standard deviation metrics.
Display Toggles: The display for the returns and metrics tables can be toggled on or off.
Cryptocurrency Dual-System Color-Changing Moving AveragesCryptocurrency Dual-System Color-Changing Moving Averages: Advanced Multi-Timeframe Trend Analysis
Innovative Core Concept
Our indicator introduces a revolutionary approach to trend analysis by integrating dual moving average systems with intelligent visual feedback mechanisms. Unlike traditional moving average indicators that simply display lines or basic crossovers, our system provides dynamic, multi-dimensional trend intelligence through three key innovations:
Dual Independent Moving Average Systems - Two complete 7-period moving average systems operate simultaneously, offering independent trend confirmation while maintaining visual harmony through unified color coding.
Intelligent Color-Changing Algorithm - Each moving average dynamically changes color based on its individual trend strength, creating a visual heatmap of momentum across different timeframes.
Holistic Market State Visualization - The entire candlestick chart changes color based on overall trend alignment, providing immediate visual confirmation of market regimes.
Comprehensive Functionality and Implementation
What It Does
This indicator performs multi-timeframe trend analysis across 14 moving averages (7 for each system), calculating individual trend strength for each line and determining overall market alignment to provide clear visual signals for different market conditions.
How It Works
Primary Trend Strength Calculation:
For each moving average, the indicator calculates a proprietary trend strength value by analyzing the net directional movement over a user-defined lookback period. This quantifies whether the moving average is consistently rising, falling, or consolidating.
Color Coding Logic:
Blue: Moving average shows strong upward momentum (trend strength exceeds positive threshold)
Orange: Moving average shows strong downward momentum (trend strength falls below negative threshold)
Gray: Moving average shows neutral/consolidating behavior
Market Regime Detection:
The system analyzes the alignment of three key moving averages (short-term, medium-term, and long-term) from the Main MA System to determine the overall market state:
Bullish Alignment: Short-term MA > Medium-term MA > Long-term MA (candlesticks turn blue)
Bearish Alignment: Short-term MA < Medium-term MA < Long-term MA (candlesticks turn orange)
Consolidation: No clear alignment pattern (candlesticks turn white)
Implementation Methodology
Our approach combines several established technical analysis concepts with unique enhancements:
Multiple Timeframe Analysis (MTFA) - We simultaneously analyze 7 different time periods (21, 55, 89, 144, 200, 450, 800) to capture trend dynamics across short, medium, and long time horizons.
Trend Strength Quantification - Instead of relying on simple crossovers, we calculate a proprietary trend strength metric that measures both direction and momentum consistency.
Visual Pattern Recognition Enhancement - By color-coding both the moving averages and the price bars, we leverage human visual processing capabilities to quickly identify market states and potential reversals.
Dual Confirmation System - The two independent moving average systems (Main System and EMA System) provide layered confirmation, reducing false signals and increasing reliability.
Practical Application and Usage Guidelines
Setup and Configuration
Main Moving Average System:
Configure your preferred moving average type (SMA, EMA, WMA, or HMA) and select which of the 7 periods to display. Each period can be individually enabled or disabled based on your analysis needs.
EMA System Configuration:
The secondary EMA system provides additional trend confirmation. Adjust its transparency to visually distinguish it from the Main System while maintaining chart clarity.
Trend Sensitivity Adjustment:
The "Trend Strength Threshold" parameter allows fine-tuning of color change sensitivity. Lower values make the indicator more responsive to minor trends, while higher values require stronger momentum for color changes.
Strategic Trading Applications
1. Trend Identification and Confirmation Strategy
Bullish Confirmation: Look for predominantly blue moving averages across multiple timeframes accompanied by blue candlesticks
Bearish Confirmation: Look for predominantly orange moving averages across multiple timeframes accompanied by orange candlesticks
Trend Weakness Detection: Watch for moving averages changing from blue to gray/orange or from orange to gray/blue
2. Multi-Timeframe Alignment Trading
High-Probability Entries: Enter positions when all three key timeframes (short, medium, long) align in the same direction
Exit Signals: Consider reducing positions when timeframes begin to diverge or when candlestick color changes to white (consolidation)
3. Support and Resistance Identification
Moving averages serve as dynamic support/resistance levels
Color changes at these levels indicate whether support/resistance is strengthening or weakening
4. Market Regime Adaptation
Trend-Following Mode: During blue/orange candlestick periods, employ trend-following strategies
Range-Trading Mode: During white candlestick periods, employ range-bound or mean-reversion strategies
Core Philosophical Framework and Calculation Logic
Underlying Technical Analysis Principles
Our indicator is built upon the principle that trends exist simultaneously across multiple timeframes, and the convergence or divergence of these timeframes provides valuable information about trend strength and potential reversals.
Calculation Methodology
Trend Strength Formula:
For each moving average, we calculate:
Sum of upward movements over the lookback period
Sum of downward movements over the lookback period
Net directional bias as a normalized value between -1 and +1
This approach provides a more nuanced understanding of trend momentum compared to simple directional analysis.
Threshold-Based Classification:
Values above the positive threshold indicate sustainable upward momentum
Values below the negative threshold indicate sustainable downward momentum
Values within the threshold range indicate consolidation or weak trends
Why This Approach Is Effective
Early Warning System: Color changes in individual moving averages often precede overall market regime changes, providing early reversal signals.
Noise Reduction: By requiring alignment across multiple timeframes for candlestick coloring, we filter out false signals common in single-timeframe analysis.
Visual Processing Efficiency: The color-coded system allows rapid interpretation of complex multi-timeframe information, reducing cognitive load during fast market conditions.
Adaptability: Configurable parameters allow adjustment for different market conditions (high volatility vs. low volatility) and trading styles (scalping vs. position trading).
This indicator is particularly valuable for cryptocurrency trading due to the market's characteristic high volatility and strong trend tendencies. By providing clear visual cues about trend strength and alignment across multiple timeframes, it helps traders remain aligned with the dominant market direction while avoiding periods of choppy, directionless price action.
The system's dual-layer confirmation (moving average colors + candlestick colors) creates a robust framework for identifying high-probability trading opportunities while maintaining flexibility to adapt to changing market conditions.
Gapper SHORT Signal# TradingView Publication Description
## Title
**Gapper Short Signal - Genetic Optimized (81.8% Win Rate)**
---
## Short Description
Data-driven short signal for fading overextended gap-up stocks. Optimized using genetic algorithms on 166 historical gappers.
---
## Full Description
### 📊 What Is This?
A **precision short signal** designed specifically for fading gap-up stocks that have become overextended. Unlike indicators built on gut feeling or traditional rules, this signal was **discovered by a genetic algorithm** that analyzed 166 real gapper stocks over 70 trading days.
The algorithm tested thousands of signal combinations and evolved over 50 generations to find the exact conditions that preceded profitable short entries.
---
### 🎯 Performance (Backtest)
| Metric | Value |
|--------|-------|
| **Win Rate** | 81.8% |
| **Profit Factor** | 20.34 |
| **Stop Loss** | 3.4% |
| **Take Profit** | 8.6% |
*Based on 166 gapper stocks, $1-20 price range, >3% gap, >100k volume*
---
### 🔍 How It Works
The indicator fires a SHORT signal when **ALL 5 conditions** are met:
**1. Overextended Above VWAP**
Price must be trading more than 1.5 ATR above VWAP. This means the stock has run too far, too fast and is stretched like a rubber band.
**2. Volume Dying Down**
NOT a volume climax (RVOL < 3x). We want to see buying pressure fading, not a blowoff top with massive volume.
**3. Rejection Candle (Key Signal!)**
Upper wick must be >51% of the candle range. This is the smoking gun - price tried to push higher but got slammed back down. Sellers are stepping in.
**4. Still Elevated**
Price must be at least 6.66% above the low of day. We want to short stocks that are still high, not ones that have already crashed.
**5. Time Window**
Within the first 5.5 hours of trading. Gapper fades work best when there's still time in the day for the move to play out.
---
### 📈 Best Used On
- **Timeframe:** 1-minute charts
- **Stocks:** Gap-up stocks (>3% gap from previous close)
- **Price Range:** $1-20 (small caps / penny stocks)
- **Volume:** High relative volume days
- **Session:** Regular trading hours
---
### 🖥️ Features
✅ Clean visual signals (red triangles)
✅ Auto-drawn stop loss and take profit levels
✅ Real-time info table showing all conditions
✅ Condition status indicators (✓/✗)
✅ Entry label with exact stop/target prices
✅ Built-in alerts
---
### ⚙️ Settings
| Input | Default | Description |
|-------|---------|-------------|
| Stop Loss % | 3.4% | Distance to stop loss |
| Take Profit % | 8.6% | Distance to profit target |
| Show Info Table | On | Display condition status |
| Show All Conditions | Off | Expanded table view |
---
### 🧬 The Science Behind It
This indicator wasn't designed by a human - it was **evolved**.
A genetic algorithm started with 100 random indicator configurations, each with different entry conditions and thresholds. These "individuals" were backtested against historical gapper data, and the top performers were bred together to create the next generation.
After 50 generations of evolution, only the fittest signals survived. The result is the 5-condition setup you see here.
**Why genetic optimization?**
- Removes human bias from signal design
- Tests combinations humans would never think of
- Finds exact threshold values (not round numbers)
- Adapts to real market data, not theory
---
### ⚠️ Important Notes
**This is a tool, not a guarantee.**
- Backtest performance ≠ future results
- 11 trades in backtest = small sample size
- Always use proper position sizing
- Paper trade before going live
- Works best on liquid stocks with tight spreads
**Risk Management is Everything**
The 81.8% win rate means nothing if you size incorrectly or move your stops. Stick to the 3.4% stop / 8.6% target that the algorithm optimized for.
---
### 💡 Trading Tips
1. **Wait for the signal** - Don't anticipate. Let all 5 conditions align.
2. **Check the table** - Use the info panel to see which conditions are met.
3. **Respect the stop** - The 3.4% stop is part of the edge. Don't widen it.
4. **Let winners run** - 8.6% target gives you 2.5:1 reward-to-risk.
5. **One trade per setup** - Don't re-enter if stopped out.
---
### 🔔 Alerts
Set up alerts for "SHORT Signal" to get notified when all conditions align. Works with TradingView mobile notifications.
---
### 📝 Changelog
**v1.0** (January 2026)
- Initial release
- Genetic optimization on 166 gappers / 70 trading days
- 5-condition SHORT signal
---
### 🙏 Credits
Built using genetic algorithm optimization techniques applied to Polygon.io historical data. Special thanks to the algo trading community for inspiration.
---
### ⚖️ Disclaimer
This indicator is for educational and informational purposes only. It is not financial advice. Trading involves substantial risk of loss. Past performance does not guarantee future results. Always do your own research and consult with a qualified financial advisor before making trading decisions.
---
## Tags
`short` `gapper` `gap-up` `fade` `mean-reversion` `genetic-algorithm` `machine-learning` `day-trading` `momentum` `vwap` `rejection` `small-cap` `penny-stocks`
---
## Category
Trend Analysis / Momentum / Volatility
Support/Resistance + Weekend CME Gaps (Full Fill + Text)This indicator shows Support and Resistance Level of Bitcoin.
It also shows WeekEnd CME Gaps (Gap between Friday Close and Sunday Open )
It has an option to delete the CME Gap box if it is filled.
CME Gap box is in yellow color.
Please Note: In order to use the CME Gap Feature, Your TradingView account should Show CME Gap Charts (CME: BTC1!)
CME Gap Settiings You Can Define
- CME Gap TimeFrame (60, 120) : 60 For 1 Hour and 120 for 4 hour
- Max CME Gap Boxes on Chart : This controls how many old CME gap zones are allowed to stay visible at the same time.
XRP Athey Mitchnick Implied Price (Ramp + Analytical 2030 Label)This indicator implements a fundamental valuation framework for XRP based on the Athey–Mitchnick cryptoasset valuation model. Unlike traditional technical indicators (RSI, MACD, etc.), this tool is not designed to predict short-term price movements. Instead, it models what XRP should be worth over time under explicit adoption and demand assumptions.
It answers the question:
If XRP becomes a real settlement rail and a long-term store of value, what price would be required for the system to function?
What This Indicator Adds
This implementation extends the static Athey–Mitchnick model by introducing a time-based ramp:
1. Adoption grows over time
You specify:
TV CAGR (%)
SoV CAGR (%)
These values compound annually from a start date to an end date (e.g., 2030), producing a dynamic implied valuation curve.
2. Terminal 2030 price is computed analytically
The indicator explicitly computes the implied price at the target year (e.g., 2030) and displays it as:
“2030 Implied Price = $X”
This is done analytically, so the chart does not need to extend to 2030 for you to see the terminal valuation.
3. This is not a trading indicator
This model is not designed for:
Scalping
Breakouts
Entry timing
Momentum trading
It is designed for:
Long-term valuation anchoring
Scenario modeling
Macro thesis testing
Adoption-based forecasting
Narrative vs fundamentals comparison
How to Read the Chart
Market Price (Close)
This is the actual XRP market price. It reflects:
Speculation
Liquidity
Leverage
Narrative
Emotion
Implied Price (Ramp)
This is the fundamental valuation curve.
It shows what XRP’s price would need to be at each point in time for your adoption and store-of-value assumptions to be true.
Bands (Optional)
The ±% bands are valuation tolerance zones. They are not volatility bands.
They help visualize:
Overvaluation
Undervaluation
Reversion zones
2030 Label
The label:
2030 Implied Price = $X
represents the terminal valuation implied by your assumptions. This is the most important output of the model.
What Makes the Price Go Higher
To increase the implied 2030 price, one or more of these must change:
1. Higher Transaction Adoption (TV)
Inputs:
TV0
TV CAGR %
This reflects real-world economic usage.
Higher TV means XRP is settling more real value per day.
Examples:
Cross-border payments
Tokenized assets
Treasury settlement
Interbank liquidity rails
2. Higher Store-of-Value Demand (SoV)
Inputs:
SoV0
SoV CAGR %
This reflects long-term holding demand.
This is the most powerful driver of long-term price.
It models:
Institutional holdings
Strategic reserves
Collateral usage
Long-term investor behavior
3. Lower Velocity
Input:
Velocity V
Lower velocity means XRP must be held longer to support the same transaction volume.
This implies:
Reserve-like behavior
Collateralization
Treasury holding
Structural stickiness
Price is inversely proportional to velocity.
4. Lower Effective Supply
Inputs:
Supply0
Supply CAGR
Supply cap
If XRP becomes locked, escrowed, staked, or structurally held, the effective circulating supply shrinks, increasing price.
Why This Matters
Most crypto price models are:
Technical
Reflexive
Narrative-driven
Non-falsifiable
This one is:
Structural
Adoption-based
Testable
Falsifiable
If XRP never achieves the adoption implied by your inputs, the model will not justify high prices.
This indicator is a forward-looking valuation engine, not a trading tool.
It shows:
What XRP’s price must be for your beliefs about its future to be true.
It forces clarity.
It forces discipline.
And it converts stories into structure.
PDH/PDL/PMH/PML Dashboard (Key-Levels Style PM Range)🟩 1. SHORT DESCRIPTION
Multi-ticker PDH/PDL/PMH/PML dashboard for intraday traders. Shows premarket range, PDH/PDL breaks, % change and trend classification.
🟩 2. FULL DESCRIPTION (for main body)
Use this for the Description section:
📘 Overview
This indicator provides a real-time dashboard for monitoring multiple tickers relative to key intraday levels including:
Previous Day High (PDH)
Previous Day Low (PDL)
Premarket High (PMH)
Premarket Low (PML)
% Change vs Yesterday Close
Breakout Signals
Trend Classification
Designed for intraday traders who monitor multiple names at once, this tool consolidates market-structure levels into one unified display without switching charts.
🧩 Key Features
✔ 14-symbol dashboard
✔ PDH / PDL / PMH / PML levels
✔ Break signal markers (▲ / ▼ / ●)
✔ % change column
✔ Trend direction column
✔ Extended hours premarket logic
✔ Automatic light/dark theme adaptation
✔ Built for U.S. equities
✔ Zero chart clutter — dashboard only
🧠 Level Logic
Previous Day Levels
PDH = yesterday high
PDL = yesterday low
Premarket Levels
Calculated from extended-hours session before 09:30 (New York time):
PMH = highest premarket price
PML = lowest premarket price
Levels reset daily.
📈 Signals
Break conditions:
Event Signal
Price > PDH ▲ (bullish breakout)
Price < PDL ▼ (bearish breakdown)
Price > PMH ● (premarket breakout)
Price < PML ● (premarket breakdown)
🔎 Trend Classification
Trend column simplifies direction:
Bullish: price > PDH AND price > PMH
Bearish: price < PDL AND price < PML
Neutral: otherwise
🧰 Use Cases
Useful for:
Opening drive monitoring
Liquidity sweeps / stop hunts
Reversal fades vs PDH/PDL
Sector rotation scanning
News trader watchlists
Options flow targeting
Premarket level validation
Great for prop/desk traders watching multiple names intraday.
📖 Usage Guide
Setup:
Enable extended hours for underlying symbols
Use timeframes ≥1m (1m–5m recommended)
Premarket values display once premarket prints
Recommended Workflow
Look for leaders clearing PDH/PMH
Watch laggards holding below PDL/PML
Use % change for rotation confirmation
Combine with volume/tape for execution
⚙ Data Requirements
Works with U.S. equities with extended hours feeds
Premarket not guaranteed for non-US symbols
PMH/PML will show “-” until premarket exists
📌 Limitations
Pine Script engine limits:
Request functions limited (40 calls)
Dashboard max 14 symbols (optimized for stability)
📂 Category
Suggested categories:
Indicators → Volume/Volatility
Indicators → Trend Analysis
Indicators → Market Structure
Tools → Dashboard/Scanner
🟩 3. TAGS (SEO optimized)
Paste these in tags:
PDH, PDL, PMH, PML, premarket, dashboard, scanner, intraday, breakout, liquidity, trend, stocks, equities, scanner, levels, key levels, extended hours, open drive, day trading, order flow, structure, range, opening drive, watchlist
🟩 4. LICENSE LINE (Required)
TradingView requires attribution for open licensing:
This script is published under the Mozilla Public License 2.0 (MPL 2.0).
🟩 5. SCREENSHOT GUIDE
TV moderators care a lot about screenshots.
Suggested screenshots:
✔ Dashboard visible on chart
✔ Both Light & Dark themes (shows UI adaptability)
✔ Example of premarket and PDH/PDL breaks
✔ Watchlist-style layout (multiple tickers)
Optional but increases engagement:
Opening drive examples (9:30–10:00)
Sector rotation examples
Breakout + Fade comparison
🟩 6. MODERATOR COMPLIANCE NOTES
This script:
✔ Does NOT generate buy/sell signals
✔ Does NOT imply future returns
✔ Does NOT perform risk/portfolio management
✔ Does NOT give financial advice
✔ Does NOT require broker data
✔ Does NOT violate the “commercial intent” rule
✔ Does NOT reference external paid services
✔ Does NOT plot protected labels on chart
✔ Is fully transparent and readable
This will help it pass without revision.
🟩 7. DISCLAIMER (Required for public scripts)
Add at bottom:
This indicator is for informational and educational purposes only and should not be considered financial advice. Trading involves risk.
🟩 8. OPTIONAL — “WHY IT WAS BUILT” SECTION
Adding this boosts publishing engagement & saves moderator time:
This indicator was built to solve a real workflow problem for intraday traders who monitor multiple symbols against structural levels like PDH/PDL/PMH/PML. Instead of switching charts repeatedly, the dashboard consolidates all levels and break conditions into a single view for faster execution and better decision-making.
🟩 9. OPTIONAL — TRADER PAIN POINTS (Marketing section)
Useful for retail publishing:
Many day traders struggle to track multiple tickers for opening drive setups, PDH/PDL sweeps, and premarket levels. This dashboard removes that friction by visualizing the levels and break signals across a watchlist in real time.
Smart Trader, Episode 03, by Ata Sabanci, Candles and TradelinesA volume-based multi-block analysis system designed for educational purposes. This indicator helps traders understand their current market situation through aggregated block analysis, volumetric calculations, trend detection, and an AI-style narrative engine.
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DESIGN PHILOSOPHY: CLEAN CHART, RICH DASHBOARD
Traditional indicators often clutter charts with dozens of support/resistance lines, making it difficult to see price action clearly. This indicator takes a different approach:
The Chart:
Displays only the most meaningful, nearest levels (1 up, 1 down) that have not been consumed by price. This keeps your chart clean and focused on what matters right now.
The Dashboard:
Contains all detailed metrics, calculations, and analysis. Instead of drawing 20 lines on your chart, you get comprehensive data in an organized table format.
Why this approach?
• A clean chart allows you to see price action without visual noise
• Fewer but more meaningful levels help focus attention on immediate reference points
• The dashboard provides depth without sacrificing chart clarity
• Beginners can learn chart reading with an uncluttered view while accessing detailed analysis when needed
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1. BLOCK SEGMENTATION
What it does:
Divides the analysis window into fixed-size blocks. Each block contains multiple bars that are analyzed as a single unit.
Why:
Individual bars contain noise. A single red candle in an uptrend might cause unnecessary concern, but when you view 5-10 bars as one block, the overall direction becomes clear. Block segmentation filters out bar-to-bar noise and reveals the underlying structure.
Benefit:
• Clearer view of market structure at a higher aggregation level
• Enables comparison between time periods (Block 1 vs Block 2 vs Block 3)
• Creates the foundation for composite candles and trend detection
• Reduces emotional reaction to single-bar movements
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2. COMPOSITE CANDLES (FRACTAL CONCEPT)
What it does:
Each block generates a "ghost candle" representing aggregated OHLC:
• Open: First bar's open in the block
• High: Highest high across all bars in the block
• Low: Lowest low across all bars in the block
• Close: Last bar's close in the block
Why:
This is essentially a FRACTAL view of the market. The same candlestick patterns that appear on a daily chart also appear on hourly charts, and on 5-minute charts. By aggregating bars into composite candles, you create a synthetic higher timeframe view without changing your actual timeframe.
Benefit:
• See higher timeframe patterns while staying on your preferred timeframe
• Identify block-level candlestick patterns (Doji, Hammer, Marubozu, Engulfing, etc.)
• Compare composite candle relationships: Does Block 1 engulf Block 2? Is Block 1 an inside bar relative to Block 2?
• Recognize patterns that individual bars obscure due to noise
Fractal Nature:
A hammer pattern means the same thing whether it appears on a 1-minute chart or a weekly chart: price tested lower levels and was rejected. Composite candles let you see these patterns at your chosen aggregation level, providing a multi-scale view of market behavior.
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3. VOLUME ENGINE
What it does:
This indicator is 100% VOLUME-BASED. It separates total volume into buying volume and selling volume using two methods:
Method 1 - Geometric (Approximation):
• Buy Volume = Total Volume × ((Close - Low) / Range)
• Sell Volume = Total Volume × ((High - Close) / Range)
Method 2 - Intrabar LTF (Precise):
Uses actual tick-level or lower timeframe data to determine real buy/sell distribution.
Why:
Raw volume tells you HOW MUCH was traded, but not WHO was aggressive. A large volume bar could mean heavy buying, heavy selling, or both. By separating buy and sell volume, you can identify which side is driving the market.
Benefit:
• Identify whether buyers or sellers are more aggressive
• Detect when volume contradicts price direction (divergence)
• Measure accumulation (buying into weakness) vs distribution (selling into strength)
• Quantify the delta (buy minus sell) to see net pressure
Why Delta Matters:
If price is rising but delta is negative, sellers are actually more aggressive despite the price increase. This divergence often precedes reversals because the price movement lacks volume confirmation.
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4. PIN ANALYSIS (WICK MEASUREMENT)
What it does:
Calculates average upper pin (wick) and lower pin sizes for each block, then tracks how these change across consecutive blocks.
Why:
Upper pins represent price levels that were tested but rejected by sellers. Lower pins represent price levels that were tested but rejected by buyers. The size and direction of pins reveal rejection strength at specific price zones.
Benefit:
• Large upper pins = strong selling pressure at higher levels
• Large lower pins = strong buying support at lower levels
• Increasing upper pins across blocks = intensifying selling pressure
• Decreasing lower pins across blocks = weakening buying support
Why Track Pin Changes:
Pin behavior often changes before price direction changes. If lower pins are shrinking while price is still rising, the buying support that was defending dips is weakening. This is observable data, not prediction.
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5. TREND CHANNEL DETECTION
What it does:
Identifies trend direction using block-level price structure:
• UPTREND: Block highs are higher than previous block highs, AND block lows are higher than previous block lows (HH/HL pattern)
• DOWNTREND: Block highs are lower than previous block highs, AND block lows are lower than previous block lows (LH/LL pattern)
• RANGE: No consistent directional pattern
Once detected, the system draws upper and lower channel boundaries by connecting extreme points within each trend segment.
Why:
HH/HL and LH/LL are the classical definitions of trend. By applying this logic to composite candles (blocks) rather than individual bars, the trend detection becomes more stable and less prone to whipsaws from single-bar noise.
Benefit:
• Clear visual boundaries showing the current trend channel
• Upper channel line = dynamic resistance based on actual price structure
• Lower channel line = dynamic support based on actual price structure
• Channel angle indicates trend strength (steeper = stronger)
• Channel width indicates volatility
Why Lock Trend States:
Once a block's trend classification is determined, it locks and does not change on subsequent recalculations. Without locking, the same block could flip between UP and DOWN repeatedly, creating inconsistent analysis. Locking ensures stability.
Why Project Lines Forward:
Channel lines can be projected into the future to show where support/resistance would be if the current trend continues at the same angle. This is not a prediction; it is a visual reference showing the trend's trajectory.
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6. CORE LEVELS: POC, MAX BUY, MAX SELL
What it does:
Identifies key price levels within each block based on volume data:
POC (Point of Control):
The price level where the highest total volume occurred within the block.
MAX BUY Level:
The bar with the highest buying volume. The HIGH of this bar marks the level.
MAX SELL Level:
The bar with the highest selling volume. The LOW of this bar marks the level.
MIN BUY/SELL Levels:
Optional levels showing where minimum buy/sell volume occurred.
Why:
High volume at a specific price means many participants entered positions there. These participants have a vested interest in that price level. If price returns to that area, those same participants may act to defend their positions.
Benefit:
• POC acts as a volume-based magnet; price tends to revisit high-volume areas
• MAX BUY level shows where buyers committed most aggressively
• MAX SELL level shows where sellers committed most aggressively
• These levels are based on actual transaction data, not arbitrary calculations
Why Consumed Levels Disappear:
When price crosses through a level, that level has been "tested." Keeping consumed levels on the chart creates visual clutter and suggests they are still relevant when they may no longer be. Removing them keeps focus on levels that have not yet been tested.
Why Show Only Nearest Levels:
If you have 20 blocks, you could have 60+ potential levels (POC, MAX BUY, MAX SELL for each). Displaying all of them makes the chart unreadable. Showing only the nearest untested level above and below current price keeps the chart clean while providing immediate reference points.
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7. QUALITY SCORE AND TREND INTELLIGENCE
What it does:
Calculates a quality score (0-100) for the current trend based on multiple factors:
• Angle steepness (stronger trends have steeper angles)
• Delta consistency (does volume support the trend direction?)
• Volume momentum (is participation increasing or decreasing?)
• Body expansion (are candle bodies growing or shrinking?)
• Pin alignment (do pins support the trend direction?)
• Contradiction count (how many factors disagree?)
Why:
Not all trends are equal. A trend with consistent volume support, expanding bodies, and aligned pins is healthier than a trend with contradicting signals. The quality score quantifies this.
Benefit:
• HIGH quality (80+): Multiple factors confirm the trend
• MEDIUM quality (60-79): Some factors confirm, some neutral
• LOW quality (below 60): Multiple contradictions exist
• Strength rating based on channel angle: VERY STRONG, STRONG, MODERATE, WEAK
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8. NARRATIVE ENGINE
What it does:
Generates a text-based market analysis by synthesizing all calculated data into readable sentences.
How it works:
1. Analyzes current candle: pattern type (Doji, Hammer, Marubozu, etc.), body/wick ratios, range vs ATR
2. Analyzes composite candle: Block 1 pattern and relationship to Block 2 (Engulfing, Inside, Outside)
3. Evaluates trend context: direction, duration, quality, transitions
4. Examines volume data: delta, dominance, momentum direction
5. Checks proximity to key levels: channel boundaries, POC, core levels
6. Identifies divergences: when price and volume directions contradict
7. Produces a coherent narrative describing the current situation
Why:
Numbers and charts require interpretation. The narrative engine translates calculated data into plain language, helping traders understand what the data means in context. This is especially valuable for beginners learning to read charts.
Benefit:
• Synthesizes multiple data points into a coherent story
• Explicitly flags divergences and contradictions
• Describes the current situation without making predictions
• Educational: shows how different factors relate to each other
What the Narrative Does NOT Do:
The narrative describes what IS, not what WILL BE. It does not predict future price movement. It reports the current candle pattern, the current trend state, the current volume situation, and the current proximity to levels.
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9. SMART DASHBOARD
What it does:
Displays all metrics in an organized table with multiple sections.
Sections:
• Volume Engine: Calculation method, data availability, current candle buy/sell/delta
• Trend Volumetrics: Aggregated buy/sell/delta across the current trend, trend type
• Pressure and Momentum: Average pins, pin change percentages, body expansion status
• Trend Channel Boundaries: Upper/lower levels with exact prices, distances, percentages
• Trend Intelligence: Quality score, confidence level, strength rating, volume momentum
Why:
All the detailed calculations need to live somewhere without cluttering the chart. The dashboard provides comprehensive data in a structured format.
Benefit:
• All metrics in one place
• Organized by category for easy reference
• Hover over any label to see a tooltip explaining that metric
• No need to draw dozens of lines on the chart
TIP: Hover over dashboard headers and labels to see tooltips explaining each metric.
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10. LANGUAGE SUPPORT
The indicator supports three languages:
• English
• Türkçe (Turkish)
• हिन्दी (Hindi)
Why only three languages?
Each additional language requires duplicate strings throughout the code, increasing memory usage and compilation time. To keep the script optimized and responsive, language options are limited to these three.
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11. DATA ACCURACY AND LIMITATIONS
This indicator is 100% VOLUME-BASED and requires Lower Timeframe (LTF) intrabar data for accurate calculations.
DATA ACCURACY LEVELS:
• 1T (Tick): Most accurate, real volume distribution per tick
• 1S (1 Second): Reasonably accurate approximation
• 15S (15 Seconds): Good approximation, longer historical data available
• 1M (1 Minute): Rough approximation, maximum historical data range
BACKTEST AND REPLAY LIMITATIONS:
• Replay mode results may differ from live trading due to data availability
• For longer backtest periods, use higher LTF settings (15S or 1M)
• Not all symbols/exchanges support tick-level data
• Crypto and Forex typically have better LTF data availability than stocks
A NOTE ON DATA ACCESS:
Higher TradingView plans provide access to more historical intrabar data, which directly impacts the accuracy of volume-based calculations. More precise volume data leads to more reliable calculations.
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12. SETTINGS OVERVIEW
Main Settings:
• Window Bars: Total bars to analyze
• Group Count: Number of blocks to create
• Calculation Basis: Current bar (live updates) or Closed bar (stable, no repaint)
Block Analytics:
• Show Composite Candle: Toggle ghost candles on/off
• Composite Candle Transparency: Adjust visibility
• Dim Original Candles: Fade original candles when composites are shown
Volume Engine:
• Calculation Method: Geometric (approx) or Intrabar (precise)
• Lower Timeframe: Select LTF for intrabar calculations
Multi-Segment Trend:
• Enable Trend Detection: Toggle trend channels on/off
• Range Angle Threshold: Angle below which trend is classified as RANGE
• Line colors, width, and style
• Project to Future: Extend trend lines forward
Core Calculation:
• Enable Core Calculation: Toggle POC and core levels
• Show POC Nearest Up/Down: Display nearest untested POC levels
• Include MAX/MIN Buy/Sell Levels: Toggle extremes display
• Nearest Only: Show only the closest level above and below price
Market Narrative:
• Enable Market Narrative: Toggle narrative text
• Language selection
• Show Educational Disclaimer: Toggle disclaimer in dashboard
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EDUCATIONAL PURPOSE
This indicator is designed to help traders:
1. Understand their current market situation at a glance
2. Learn chart reading through block analysis and composite candles
3. See how volume relates to price movement
4. Recognize when technical factors align or contradict
5. Focus on meaningful levels without chart clutter
Whether you are a beginner learning to read charts or an experienced trader seeking a cleaner analytical view, this tool provides structured data to support your analysis.
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IMPORTANT DISCLAIMER
This indicator is for EDUCATIONAL PURPOSES ONLY and does not constitute investment advice. Always conduct your own research and consult with a qualified financial advisor before making investment decisions.
This disclaimer is also displayed within the indicator itself. If you prefer a cleaner chart, you can disable it in Settings under Market Narrative by unchecking Show Educational Disclaimer.
Volatility Momentum Suite | Lyro RSVolatility Momentum Suite is an advanced momentum and volatility-based oscillator designed to deliver a complete view of trend strength, acceleration, and market extremes in a single pane. By combining rate-of-change smoothing, adaptive moving averages, standard deviation bands, and momentum acceleration, the indicator provides clear structural insight into trend continuation, exhaustion, and potential reversals.
Built with multiple display and signal modes, it adapts seamlessly to both trend-following and mean-reversion workflows while maintaining strong visual clarity.
Key Features
Momentum Core (Smoothed RoC)
The foundation of the indicator is a Rate of Change (RoC) calculation applied to a selectable price source. This RoC is smoothed using one of 14+ moving average types, including EMA, HMA, KAMA, FRAMA, JMA, and more, allowing precise control over responsiveness versus smoothness.
Standard Deviation Bands
Dynamic deviation bands are calculated around the smoothed momentum line using rolling standard deviation. Two band layers are plotted:
Inner bands for early expansion signals
Outer bands for extreme conditions
These bands adapt automatically to volatility, highlighting momentum expansions, compressions, and exhaustion zones.
Momentum Acceleration
A dedicated acceleration line measures the momentum of momentum itself. This helps identify:
Early trend ignition
Momentum deceleration before reversals
Continuation strength during expansions
Acceleration smoothing and MA type are fully configurable.
Multi-Mode Signal System
Trend Mode
Colors momentum and price according to position above or below the zero line, emphasizing directional bias and trend continuation.
Heikin Ashi Candles Mode
Applies Heikin Ashi logic directly to the momentum series, filtering noise and revealing smoother trend transitions through candle structure.
Extremes Mode
Detects statistically extreme momentum conditions beyond outer deviation bands. Signals are only confirmed after a Heikin Ashi momentum flip, reducing premature reversal entries.
Histogram Mode
Displays the difference between momentum and its signal line as a histogram, useful for divergence spotting and momentum shifts.
Histogram & Signal Line
An EMA signal line is applied to the smoothed momentum, producing a histogram that visually tracks momentum expansion, contraction, and directional changes with adaptive coloring.
Visual Customization
Choose from multiple predefined color palettes:
Classic
Mystic
Accented
Royal
Or define your own bullish and bearish colors.
Additional visual features include:
Momentum-colored candles
Heikin Ashi momentum candles
Band shading and fills
Optional zero-line reference
Integrated Status Table
A built-in table summarizes the real-time state of:
Trend bias
Heikin Ashi momentum direction
Extreme overbought / oversold conditions
This allows rapid decision-making without needing to interpret every visual element manually.
How It Works
Momentum Calculation
Computes Rate of Change on the selected source and smooths it using the chosen moving average.
Volatility Structure
Builds adaptive deviation bands from rolling standard deviation of the momentum line.
Acceleration Layer
Measures the rate of momentum change to detect early shifts in strength.
Mode-Dependent Logic
Trend mode focuses on directional bias
HA mode smooths momentum structure
Extremes mode filters reversals using volatility and HA confirmation
Histogram mode emphasizes momentum differentials
Signals & Alerts
Automatic alerts trigger on:
Momentum crossing above or below zero
Heikin Ashi momentum flips
Confirmed overbought and oversold extremes
Practical Use
Trend Confirmation: Sustained momentum above zero with expanding bands supports trend continuation.
Reversal Identification: Momentum pushing beyond outer bands followed by HA confirmation often precedes reversals.
Momentum Quality: Acceleration helps distinguish strong breakouts from weakening moves.
Multi-Timeframe Alignment: Use higher timeframes for bias and lower timeframes for precision entries using the same indicator.
Customization
Adjust RoC length and smoothing for sensitivity
Tune band length and multipliers for volatility conditions
Select display and signal modes based on strategy type
Fully customize colors to match your chart environment
⚠️ Disclaimer
This indicator is a technical analysis tool and does not guarantee results. It should be used alongside other forms of analysis and proper risk management. The author assumes no responsibility for trading decisions made using this indicator.
myZones [eFe]myZones
This indicator is designed for traders utilizing Smart Money Concepts (SMC) and Price Action , focusing on the precise validation of market structure. Unlike standard pivot indicators that look at neighboring bars, myZones uses a logic based on "Inducement" or "Candle Validation".
🟢 Concept: Valid Highs & Lows
The core of this indicator is how it defines a structural point:
Valid High : A high is only valid (confirmed) when a subsequent candle closes below the low of the specific candle that made that high.
Valid Low : A low is only valid (confirmed) when a subsequent candle closes above the high of the specific candle that made that low.
This method helps filter out noise and identifies true structural points that the market has committed to.
🔵 Features
1. Structural Markers
Visualizes confirmed Tops (Valid Highs) and Bottoms (Valid Lows) with customizable icons (Triangles, Circles, Diamonds, etc.).
2. Break of Structure (BOS) / MSS Zones
When price breaks a Valid High , a Bullish Structure Break occurs.
When price breaks a Valid Low , a Bearish Structure Break occurs.
Zones : The indicator draws a visual "Zone" connecting the broken structure level to the candle that broke it.
Zone 1 : Usually indicates the first break (Market Structure Shift / MSS) signaling a potential reversal.
Zone 2+ : Indicates trend continuation (BOS).
3. Real-Time Validation Line
A dashed line tracks the current "Candidate" High or Low level.
It shows you exactly where the candle needs to close to confirm the current structure point.
⚙️ Settings
Valid Highs & Lows : Customize marker style, size, and colors.
Validation Line : Toggle the visual aid for pending structure validation.
Zones :
Show Lines : Dropdown to select "None", "Zone 1 (MSS)", or "All (MSS + BoS)".
Zone Fills : Separate dropdowns for Bullish and Bearish fills. Use this to create a unique setup—for instance, show all Bullish zones to track a sub-trend, but only show Zone 1 for Bearish zones to spot major reversals.
Colors : Fully adjustable transparency and colors.
Usage Tip :
Use "Zone 1" fills to easily spot potential reversals (MSS), and use the Validation Line to anticipate when a new structural point is about to be confirmed in real-time.
Institutional Flow DetectorOverview
InstFlow 1S Delta identifies institutional order flow by analyzing volume anomalies and directional bias using 1-second sub-bar data. The indicator detects when large players are likely entering or exiting positions, providing actionable trade recommendations with confidence scoring.
Unlike traditional volume indicators that only show total volume, InstFlow breaks down each bar into 1-second micro-bars, classifies buying vs selling pressure, and identifies statistically significant volume events that likely represent institutional activity.
How It Works
1-Second Delta Analysis
The indicator fetches all 1-second bars within each candle and classifies each micro-bar as buying (close ≥ open) or selling (close < open). This achieves ~85-90% directional accuracy compared to ~55-65% from traditional bar-based methods.
Delta = Buy Volume - Sell Volume
Delta Ratio = |Delta| / Total Volume
Volume Anomaly Detection (Z-Score)
Volume is compared to a rolling 20-bar average using statistical z-scores:
- T1: Z-Score ≥ 1.5 (top ~7% of volume bars)
- T2: Z-Score ≥ 2.0 (top ~2% of volume bars)
- T3: Z-Score ≥ 3.0 (top ~0.1% of volume bars)
Signal Types
- Big Trades (T1/T2/T3) : Unusual volume with clear directional bias
- Absorption (ABS) : High volume + small price move + delta imbalance = hidden liquidity absorbing orders
- Exhaustion (EXH) : Capitulation pattern - big flush followed by immediate reversal with opposing delta
- Divergence (DIV) : Price and cumulative delta disagreeing over 5 bars
ACTION Recommendation System
Synthesizes all signals into a single trade direction (LONG/SHORT/WAIT) with confidence scoring (1-10):
- Exhaustion signals: +5 points (strongest reversal)
- Counter-trend absorption: +4 points
- Volume tier: +1 to +3 points
- Divergence confirmation: +2 points
- Strong trend (ADX>30): +1 point
- High delta imbalance (>50%): +1 point
Features
Real-time 1-second delta classification for accurate buy/sell detection
Statistical volume anomaly detection adapts to each instrument
Absorption detection finds hidden liquidity/iceberg orders
Exhaustion patterns catch capitulation reversals
Delta divergence warns of weakening moves
ACTION + Confidence system provides clear trade recommendations
Price-locked markers stay fixed at detection level (don't float)
Info table displays all metrics in real-time
RTH session filtering
Comprehensive alert conditions
Settings Guide
Detection Settings
Volume Lookback (20): Bars for calculating average volume and standard deviation
T1/T2/T3 Thresholds : Z-score thresholds for volume tiers. Lower = more signals.
1-Second Delta
Delta Resolution (1S): Use 1S for ES/NQ. Try 5S if 1S unavailable.
Min Delta Imbalance (10%): Minimum ratio to classify direction.
Absorption Detection
Min Volume Multiple (1.2x): Volume must exceed average by this multiple
Max Price Move Multiple (0.5x): Price move must be less than this × average range
Delta Imbalance Threshold (20%): Minimum delta ratio for absorption
Exhaustion Detection
Minimum Tier for Flush (T1): Required volume tier for the flush bar
New High/Low Lookback (10): Bars to check for price extremes
Min Reversal Size (0.3x ATR): Required body size for reversal bar
Divergence Detection
Divergence Lookback (5): Bars to compare price vs cumulative delta
Delta Trend Threshold (0.4): Sensitivity for divergence detection
How to Use
Add to ES, NQ, MES, or MNQ chart (1-5 minute timeframe)
Check 1S Data quality in table (green = 30+ bars = reliable)
Monitor ACTION field for trade direction
Use Confidence score for position sizing: HIGH (7+) = full size, GOOD (5-6) = standard, MED (3-4) = reduced
EXH signals are highest priority reversals
ABS + DIV combination is strong reversal confirmation
T2/T3 with trend are continuation signals
Avoid counter-trend T1/T2 without EXH/ABS/DIV confirmation
Visual Guide
Green circles below bar = Buy pressure (T1 small, T2 medium, T3 large)
Red circles above bar = Sell pressure (T1 small, T2 medium, T3 large)
Purple diamond + "ABS" = Absorption detected
Cyan label + "EXH" = Exhaustion pattern
Orange triangle + "DIV" = Delta divergence
Yellow background = Counter-trend warning
Best Practices
Trade during RTH (9:30am - 4:00pm ET) for most reliable signals
Wait for HIGH or GOOD confidence before full position
Use EXH as primary reversal trigger
Check cumulative delta supports trade direction
Combine with price action and support/resistance levels
Limitations
Requires 1-second data availability (ES, NQ, MES, MNQ have this)
ETH signals less reliable due to lower volume
EMA-based trend lags on sharp reversals
Not suitable for stocks without adjusting parameters significantly
Absorption/Exhaustion patterns may not occur every session
Disclaimer
This indicator is for educational and informational purposes only. It does not constitute financial advice.
Past performance does not guarantee future results
The indicator shows where institutional activity is LIKELY - it does not predict the future
Always conduct your own research and analysis
Never risk more than you can afford to lose
Paper trade any new strategy before using real capital
