AI Adaptive Supertrend ChannelAI Supertrend Channel – The Adaptive Trend System
Beyond Basic Supertrend: An Intelligent Trading Framework
The AI Adaptive Supertrend Channel transcends traditional trend following indicators by delivering a self-optimizing trading system. Its core innovation is a triple-adaptive engine that automatically adjusts channel width based on real-time market conditions:
Market Efficiency Detection – Widens during clean trends, tightens in choppy ranges
Normalized Volatility – Scales appropriately to any asset's price level
Dynamic Momentum Response – Expands aggressively during powerful directional moves
The Result: A smarter tool that reduces false signals in consolidation while giving trends ample room to run—eliminating the constant parameter tweaking required by static indicators.
Visual Signal Framework & Strategic Applications
Channel Architecture:
Primary Trend Line (Thick Green/Red): Your dynamic trailing stop and core trend indicator. Green signals an uptrend (buying bias), Red signals a downtrend (selling bias).
Upper & Lower Bands: Form a dynamic support/resistance channel around the trend.
Mid-Line: A critical mean reversion level and the trigger for key early signals.
Trading Signals & Strategic Meaning:
Primary Signal: Momentum Diamonds (High Conviction)
💎 Green Diamond (Higher High): Price closes above the Upper Band after making a new high. Signals strong bullish momentum continuation. Ideal for adding to long positions or entering new longs in an established uptrend.
💎 Red Diamond (Lower Low): Price closes below the Lower Band after making a new low. Signals strong bearish momentum continuation. Ideal for adding to short positions or entering new shorts in a downtrend.
Secondary Signal: Mid-Line Crosses (Early Action)
🔼 Green Triangle (Bullish Mid-Line Cross - bullMidCross): Price crosses above the Mid-Line. This is an early bullish pullback signal within a larger uptrend or a potential early reversal sign in a downtrend. Use for early entries or to confirm the end of a bearish pullback.
🔽 Red Triangle (Bearish Mid-Line Cross - bearMidCross): Price crosses below the Mid-Line. This is an early bearish pullback signal within a larger downtrend or a potential early warning of weakness in an uptrend. Use for early short entries or to take profits on longs.
Practical Trading Strategies
Trend Following: Align trades with the Primary Trend Line color. Use the line itself as a dynamic stop-loss. The Momentum Diamonds confirm the trend's strength.
Pullback Trading: Use the Mid-Line Cross triangles (bullMidCross/bearMidCross) to identify high-probability entries during trend retracements. The channel bands provide natural profit targets.
Breakout Confirmation: A Momentum Diamond following a period of consolidation often confirms a genuine breakout, offering a signal to enter with the new momentum.
Optimal Settings Guide
Default (Universal)
For most markets, timeframes
ATR: 13 | ER: 144 | Channel Width: 0.7
Volatility Factor: 100 | Vol MA: HMA | Trend MA: EMA
Day Trading (Fast, Responsive)
*15M-1H charts, scalping*
ATR: 8 | ER: 89 | Channel Width: 0.6
Volatility Factor: 120 | Vol MA: EMA | Trend MA: WMA
*Swing Trading (Smooth, Conservative)*
*Daily-Weekly, position trading*
ATR: 21 | ER: 200 | Channel Width: 0.9
Volatility Factor: 80 | Vol MA: HMA | Trend MA: LINREG
Channel Width × Factor
0.5-0.7 → Tighter (more signals, less room)
0.8-1.2 → Wider (fewer signals, more room to run)
Volatility Regime Factor
50-80 → Less sensitive to volatility (stable markets)
100-150 → More sensitive (volatile markets like crypto)
Base ATR Length
8-13 → Faster signals (lower timeframes)
17-21 → Smoother signals (higher timeframes)
Quick Adjustments:
Whipsaws → Increase Channel Width × Factor
Lagging → Decrease ATR Length
Volatile markets → Increase Volatility Regime Factor
Start with Default, adjust one parameter at a time based on your market and trading style.
Băng tần và kênh
Adaptive 2-Pole Trend Bands [supfabio]Adaptive 2-Pole Trend Bands is a volatility-aware trend filtering indicator designed to identify the dominant market direction while providing dynamic reference zones around price.
Instead of relying on traditional moving averages, this indicator uses a two-pole digital filter to smooth price action while maintaining responsiveness. Around this central trend line, a multi-band structure based on ATR is applied to help traders evaluate pullbacks, extensions, and potential exhaustion areas within a trend.
Core Concept
The indicator is built around three key ideas:
Digital Trend Filtering
Volatility-Adjusted Bands
Trend Persistence Measurement
These components work together to separate meaningful price movement from noise and to provide context for how far price has moved relative to recent volatility.
Two-Pole Trend Filter
At its core, the indicator uses a two-pole smoothing filter, which produces a cleaner trend curve than common moving averages.
Compared to standard averages, this approach:
Reduces market noise
Produces smoother transitions
Responds faster to genuine trend changes
Avoids excessive lag in trending markets
The result is a trend line that represents the structural direction of price, rather than short-term fluctuations.
Adaptive Multi-Band System
Around the central trend filter, the indicator plots four independent volatility-based bands, each derived from the Average True Range (ATR).
Each band represents a different degree of price extension:
Band 1: Shallow pullbacks and minor reactions
Band 2: Moderate extensions within a trend
Band 3: Strong directional moves
Band 4: Extreme extensions relative to recent volatility
Because the bands are ATR-based, they automatically adapt to changing market conditions, expanding during high volatility and contracting during calmer periods.
This makes the indicator suitable for both slow and fast markets without manual recalibration.
Trend State Detection
The color of the central filter dynamically reflects trend persistence, not just direction:
Sustained upward movement highlights bullish conditions
Sustained downward movement highlights bearish conditions
Transitional phases are visually distinct, helping identify regime changes
This logic is based on how long price has maintained directional behavior, reducing sensitivity to isolated candles or short-lived spikes.
Practical Applications
This indicator can be used as:
A trend filter for discretionary or systematic strategies
A context tool to evaluate pullbacks versus overextension
A risk reference to avoid entries in extreme price zones
A confirmation layer when combined with price action or momentum tools
It performs consistently across different asset classes, including futures, cryptocurrencies, forex, indices, and equities.
Configuration
Key parameters such as filter length, damping factor, and band multipliers are fully configurable, allowing traders to adapt the indicator to different timeframes and trading styles.
Important Notes
This indicator does not predict future price movement
It does not generate guaranteed buy or sell signals
Best results are achieved when used in combination with sound risk management and additional confirmation tools
Past behavior does not imply future performance
Disclaimer
This indicator is provided for educational and analytical purposes only and should not be considered financial advice.
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Ichimoku + VWAP + OBV + ATR Full System (NQ Daytrade)Extended Indicator Description
Ichimoku + VWAP + OBV + ATR Full System is a rule-based intraday trading indicator designed specifically for NQ day trading, focusing on trend alignment, participation confirmation, and volatility-aware execution.
This indicator does not rely on a single signal or crossover. Instead, it integrates multiple market dimensions into one structured framework to help traders identify high-probability trend continuation scenarios while avoiding low-quality, range-bound conditions.
System Philosophy
The core idea of this system is simple:
trade only when trend, price location, volume, and volatility are aligned.
Each component plays a specific role and is not meant to be used in isolation. The indicator works best when all conditions reinforce the same directional bias.
Component Breakdown
Ichimoku Cloud
Used to define the primary market structure and directional bias. The system favors trades only when price action aligns clearly above or below the cloud, helping filter out indecisive or transitional phases.
VWAP
Acts as a session-based equilibrium reference. Price position and distance relative to VWAP are used to confirm whether the market is trending with intent rather than reverting to the mean.
OBV (On-Balance Volume)
Provides participation and flow confirmation. OBV helps validate whether price movement is supported by volume, reducing the likelihood of false breakouts or weak trend signals.
ATR (Average True Range)
Used as a volatility filter and risk-awareness tool. ATR conditions help the system avoid low-volatility environments and support more realistic expectations for intraday movement.
Trade Logic Overview
The system is designed around trend-following pullbacks, not prediction or counter-trend trading.
When trend structure is established and confirmed by VWAP positioning and OBV behavior, pullback zones within the trend become areas of interest. ATR conditions ensure that trades are taken only when sufficient movement potential exists.
Rather than generating frequent signals, the system prioritizes selectivity and clarity, making it suitable for disciplined day traders who value context over quantity.
Intended Use
This indicator is built for:
NQ intraday and day trading
Trend continuation and pullback strategies
Traders who prefer structured, confirmation-based systems
Lower to mid intraday timeframes such as 3-minute, 5-minute, and 15-minute charts
Important Notes
This is not an automated trading system and does not provide guaranteed results. The indicator is designed as a decision-support tool to assist with market context, directional bias, and trade timing. Risk management, execution, and position sizing remain the responsibility of the user.
롱/숏 삼각형 시그널
동그라미 청산 시그널
VWAP 밴드 기반 방향성
OBV 보조지표
이름 (Name)
BTC Scalping Signal – VWAP + OBV
짧은 설명 (Short Description)
VWAP 밴드와 OBV를 기반으로 방향성, 진입·청산 시그널을 제공하는 스캘핑 지표입니다.
긴 설명 (Long Description)
이 지표는 BTC 단기 스캘핑을 위해 설계된 것으로, 특히 15분봉 환경에 최적화되어 있습니다.
VWAP 밴드의 위치와 추세 판별 로직을 기반으로 롱·숏 진입 신호를 제공합니다.
OBV 모멘텀을 보조 필터로 사용하여 돌파 및 되돌림 가능성을 판단합니다.
시장 변동성이 축소되거나 평균회귀 신호가 감지될 때 청산 시그널을 표시합니다.
삼각형(진입), 원형(청산) 등 직관적 시각 요소를 통해 빠른 의사결정을 지원합니다.
Rectangle Breakout Patterns📊 Rectangle Breakout Pattern Detector (Support & Resistance)
This indicator is a dynamic tool designed to automatically identify and visualize Rectangle Continuation Patterns and Trading Ranges based on pure price action. It focuses on finding horizontal areas of long-term support and resistance where price is consolidating before an eventual breakout.
💡 What It Does
The core function of this indicator is to detect and plot the boundaries of significant consolidation areas on your chart. It follows a multi-step confirmation process:
Level Detection: It automatically identifies significant Pivot Highs and Lows.
Pattern Confirmation: It confirms Support and Resistance by counting the number of times price 'touches' a level (controlled by the Min Pivot Touches setting).
Visualization: Once confirmed, it draws a Box around the consolidation area. This box automatically extends to the right as long as the price remains contained, showing the active trading range.
This provides an objective, code-driven approach to a classic chart pattern often relied upon by technical analysts.
Market + Direction + Entry + Hold + Exit v1.5 FINALIndicator Description
Market + Direction + Entry + Hold + Exit is a rule-based intraday trading indicator designed to identify high-quality trend opportunities while filtering out low-probability market conditions.
Instead of relying on a single signal, this indicator combines market activity, trend direction, momentum, structure, and pullback logic into one unified framework. It is built to support disciplined, rule-driven trading rather than discretionary or predictive approaches.
Core Logic
The indicator operates through a multi-layer confirmation process.
First, it evaluates whether the market is active enough to trade. Market activity is determined by volatility expansion, volume participation, and price displacement from VWAP. When sufficient activity is detected, the indicator allows trades to be considered.
Next, directional bias is defined using exponential moving averages and price positioning. This creates a clear long-only or short-only environment and helps avoid counter-trend trades.
Entry Structure
Entries are based on pullbacks within an established trend rather than breakout chasing.
The first valid pullback is marked as the initial entry. If the trend continues and additional controlled pullbacks occur, re-entry opportunities are identified and labeled sequentially. This structure helps traders scale into trends in a systematic and measured way.
Hold Confirmation
While a position is active, the indicator provides hold confirmation using momentum alignment and candle behavior. This is designed to help traders remain in strong trends and reduce premature exits during normal pullbacks.
Exit Logic
Exit signals appear only when two conditions align: market structure failure and clear trend weakening. This approach avoids exits based on minor price noise and focuses on objective trend invalidation.
Intended Use
This indicator is designed for intraday trading and scalping on indices, futures, and cryptocurrency markets. It performs best on lower to mid timeframes such as 3-minute, 5-minute, and 15-minute charts, where trend continuation and pullback behavior are most visible.
Asset Presets
Built-in presets are provided for NQ, Gold, and BTC. Each preset automatically adjusts internal parameters such as volatility thresholds, structure sensitivity, and trend strength filtering.
Important Notes
This indicator does not predict future price movements. It is a decision-support tool designed to help traders align with market conditions, manage entries systematically, and maintain consistency. Risk management, position sizing, and execution remain the responsibility of the user.
지표 설명
Market + Direction + Entry + Hold + Exit는 시장의 흐름이 명확한 구간에서만 거래 기회를 포착하도록 설계된 규칙 기반 인트라데이 트레이딩 지표입니다.
이 지표는 단일 신호에 의존하지 않고, 시장 활성도, 추세 방향, 모멘텀, 가격 구조, 되돌림 조건을 단계적으로 결합하여 낮은 확률의 구간을 걸러내는 데 초점을 둡니다. 예측보다는 정렬과 필터링을 통해 일관된 의사결정을 돕는 것이 목적입니다.
핵심 개념
지표는 여러 단계의 조건을 순차적으로 통과해야 신호를 생성하는 구조로 설계되어 있습니다.
먼저, 현재 시장이 거래하기에 충분히 활성화되어 있는지를 판단합니다. 변동성, 거래량, VWAP 대비 가격 이탈 정도를 기준으로 시장 상태를 평가하며, 일정 기준 이상일 때만 거래를 고려합니다.
이후, 이동평균과 가격 위치를 기반으로 추세 방향을 정의하여 롱 또는 숏 한 방향만 허용합니다. 이를 통해 역추세 진입을 자연스럽게 차단합니다.
진입 구조
진입은 돌파가 아닌 추세 내 되돌림을 기준으로 설계되어 있습니다.
첫 번째 유효한 되돌림 구간을 초기 진입으로 표시하며, 추세가 유지되는 동안 추가적인 되돌림이 발생할 경우 재진입 기회를 순차적으로 제공합니다. 이러한 구조는 감정적인 물타기가 아닌, 규칙 기반의 분할 진입을 가능하게 합니다.
홀드 신호
포지션 보유 중에는 모멘텀 정렬과 캔들 흐름을 통해 추세 지속 여부를 확인할 수 있습니다. 이를 통해 정상적인 조정 구간에서는 성급한 청산을 줄이고, 추세가 유지되는 동안 포지션을 안정적으로 관리할 수 있도록 돕습니다.
청산 로직
청산 신호는 가격 구조 붕괴와 추세 약화가 동시에 확인될 때만 발생합니다. 단기적인 노이즈에 의한 잦은 청산을 피하고, 추세가 객관적으로 무너지는 구간에 집중하도록 설계되었습니다.
활용 대상
이 지표는 인트라데이 트레이딩과 스캘핑에 적합하며, 지수, 선물, 암호화폐 시장에서 활용할 수 있습니다. 특히 3분, 5분, 15분 차트에서 추세와 되돌림 구조가 명확하게 나타나는 환경에서 효과적입니다.
자산 프리셋
NQ, Gold, BTC에 대해 사전 설정된 프리셋이 제공되며, 각 자산의 변동성과 특성에 맞게 내부 파라미터가 자동으로 조정됩니다.
유의 사항
본 지표는 가격의 미래를 예측하지 않습니다. 시장 환경을 정리하고 거래 판단을 보조하는 도구로서 사용되며, 손절 기준과 포지션 사이즈 관리는 사용자 책임입니다.
LSTM-Inspired BB Mean Reversion// ============================================================================
// BOLLINGER BANDS MEAN REVERSION STRATEGY
// Based on LSTM Model True Positive Signal Characteristics
// ============================================================================
// Model learned to identify:
// 1. Price at/below Lower Bollinger Band (100% of TP signals)
// 2. RSI < 30 (Oversold) (75% of TP signals)
// 3. High volatility (wide BB bands)
// 4. Below average volume (contrarian)
// ============================================================================
Ultimate Squeeze & BreakoutTitle: Ultimate Squeeze & Breakout
Description: This indicator is a volatility analysis tool designed to identify periods of market compression ("The Squeeze") and validate subsequent breakouts using momentum logic. It builds upon the classic relation between Bollinger Bands and Keltner Channels but adds a directional filter to reduce false signals.
The Problem It Solves: Standard squeeze indicators often signal a breakout the moment price exits the bands, even if the underlying trend is weak or flat. This can lead to entering "wicks" or fakeouts. This script solves this by requiring the Basis Line Slope to align with the breakout direction before generating a signal.
How It Works:
1. Compression (The Setup) The script monitors the relationship between Bollinger Bands (Standard Deviation) and Keltner Channels (ATR).
Red Cloud: When the Bollinger Bands contract completely inside the Keltner Channels, it indicates a critical drop in volatility. The market is coiling and storing energy.
2. The Momentum Filter (The Validation) Unlike basic squeeze indicators, a breakout is not signaled solely by price closing outside the bands.
Logic: The script calculates the slope of the 20-period Basis Line (Simple Moving Average).
Bullish Validation: Price > Upper Band AND Basis Line is sloping UP.
Bearish Validation: Price < Lower Band AND Basis Line is sloping DOWN.
Visual Guide:
🟥 Red Cloud: Squeeze ON. Volatility is compressed. Do not trade; wait for expansion.
🟣 Fuchsia Cloud: Bullish Breakout (Price released upward + Positive Momentum).
🔵 Blue Cloud: Bearish Breakout (Price released downward + Negative Momentum).
⬜ Gray/Green Cloud: Standard Trending phase (Volatility is normal).
Features:
Precision Inputs: Multipliers for Standard Deviation and ATR can be adjusted in 0.01 increments for fine-tuning sensitivity.
Visual Toggles: Option to color the neutral trending cloud Green or Gray based on preference.
Alerts: Built-in alerts for "Squeeze Started" and validated "Bullish/Bearish Breakouts."
Credits: Core mechanics based on the TTM Squeeze concept popularized by John Carter. Momentum filtering logic added for enhanced signal reliability.
DMcTrades Trading EngineDMcTrades Trading Engine
Multi-Layer Trend, Structure & Momentum Analysis
This indicator is a comprehensive, rule-based trading framework designed to identify high-quality buy and sell opportunities through multi-timeframe confluence, trend alignment, and price-action confirmation. It combines structure breaks, moving-average alignment, volatility filters, and momentum confirmation into a single, unified visual system.
The script is intended for intraday and short-term swing trading, with particular effectiveness on lower timeframes when higher-timeframe trend alignment is respected.
Core Architecture
The indicator is divided into two independent but complementary engines:
1) Multi-Timeframe Structure & Trend Engine
This engine focuses on directional bias and structural validation.
Key components:
Multi-timeframe EMA alignment (fast and slow timeframes)
Supertrend direction agreement across timeframes
Swing-based Break of Structure (BOS) detection
Configurable trend strictness (Conservative / Balanced / Aggressive)
Optional wick-based or close-based structure confirmation
Signals generated here establish trend-qualified entry permission, not standalone entries.
2) Momentum & Breakout Signal Engine
This engine evaluates entry quality and follow-through probability.
Key components:
Breakout and breakdown detection from recent swing levels
ATR-adjusted volatility and impulse candle filtering
MACD and RSI momentum confirmation
VWAP and higher-timeframe EMA confluence (optional)
Retest-based and impulse-based entry logic
Overextension protection to avoid late entries
Signals are classified as:
CONFIRMED (strong multi-filter confluence)
BASE (core conditions met, fewer filters passed)
Signal Types & Visuals
The indicator provides multiple visual layers:
BUY / SELL triangles for core entries
CONFIRMED BUY / SELL labels for high-confluence setups
Classification boxes highlighting active signal zones
Supertrend overlays (current timeframe + optional 5-minute overlay)
EMA stack visualization (9 / 21 / 50 / 200)
Impulse candle highlighting
Optional reversal warning triangles based on momentum divergence
All visuals are fully configurable and can be enabled or disabled independently.
Risk & Trade Context Features
To help filter lower-probability trades, the suite includes:
Minimum ATR and volume thresholds
Trend stability checks (avoids fresh flips unless momentum is strong)
EMA slope and distance validation
Liquidity sweep and recent structure awareness
Optional higher-timeframe trend agreement
These filters are designed to reduce over-trading and improve signal quality during ranging or low-volatility conditions.
Recommended Usage
Best suited for 1-minute to 15-minute charts
Designed for trend-following and momentum continuation
Works across Forex, indices, commodities, and crypto
Use in conjunction with proper risk management and session awareness
This indicator does not provide take-profit or stop-loss levels and should be used as a decision-support tool, not an automated trading system.
Disclaimer
This script is provided for educational and analytical purposes only.
It does not constitute financial advice. Trading involves risk, and past performance does not guarantee future results.
Student Wyckoff Multi MA ChannelsSTUDENT WYCKOFF Multi MA Channels puts all major moving averages and their dynamic channels into one compact tool.
It is designed for traders who work with trend, structure and volatility, and want a clean way to compare different MAs on price.
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1. Concept
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Instead of adding several separate indicators to the chart, this script lets you:
• choose the type of moving average,
• optionally plot a second MA for comparison,
• and build a volatility or percent-based channel around each line.
The goal is not to create automatic signals, but to give you a flexible “trend and context layer” that works together with your own price action, Wyckoff logic and volume analysis.
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2. Moving averages inside the script
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The following MA types are available from a single dropdown:
• SMA – Simple Moving Average
• EMA – Exponential Moving Average
• WMA – Weighted Moving Average
• RMA – Relative/Smoothed Moving Average (SMMA)
• VWMA – Volume-Weighted Moving Average
• HMA – Hull Moving Average
• ALMA – Arnaud Legoux Moving Average
• LinReg – Linear Regression line
You can configure:
• source (default: close),
• length of the main MA,
• optional second MA with its own type and length,
• colors for both lines and their channels.
This makes it easy to compare, for example, EMA 50 vs SMA 200, or VWMA vs HMA, without loading multiple separate indicators.
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3. Channels around each MA
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For both the main and the second MA, you can enable a channel and choose how it is calculated:
Channel mode:
• None – no channel, only the moving averages.
• ATR – upper/lower band = MA ± ATR * multiplier.
• Percent – upper/lower band = MA ± N% of the MA value.
Inputs let you control:
• ATR length and multiplier,
• percent width for Percent mode,
• whether to show only the lines, only the fill, or both.
Each MA has its own color and its own semi-transparent fill, so you clearly see two separate “pipes” around the price if you use two MAs at the same time.
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4. Practical use cases
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This script can help you:
• Identify trend direction and strength
– The main MA acts as a core trend filter.
– The second MA can show a slower “background trend” or a faster signal line.
• Visualize dynamic support and resistance
– Price often reacts to MA + channel as a dynamic zone rather than a single line.
– ATR mode automatically widens/narrows the channel when volatility changes.
• Work with stops and targets
– ATR channels can be used as a visual guide for dynamic stop placement or “stretch zones” where price is extended away from the mean.
– Percent channels show how far price deviates from the chosen MA in relative terms.
• Combine with Wyckoff / volume logic
– Use MA + channel only as a context: where is the midline of the move, where is price overextended, where do reactions hit support/resistance zones?
– Decisions to enter or exit should still be based on the story of price, volume and higher-timeframe structure.
The indicator is not a complete trading system. It is a visual framework that helps you read trend, volatility and mean-reversion potential more clearly.
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5. Notes and disclaimer
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• Works on any symbol and timeframe supported by TradingView.
• There are no repaint tricks inside – the script uses standard built-in functions for moving averages and ATR. The last bar can change in real time as new data comes in, which is normal behaviour for any MA.
This script is published for educational and analytical purposes only. It does not provide financial or investment advice and
MAJOR PA Zones + Structure + Targets (Gray/Purple)This script highlights major price-action structure (HH/HL/LH/LL), marks BOS/CHOCH events, and draws key supply/demand zones to help visualize trend shifts and potential targets.
RTH & ETH VWAPs (Unified Style)AVWAP indicator showing only the current session. Shows ETH VWAP even when RTH is turned on. Has standard deviation and fills for settings.
online Moment-Based Adaptive Detection🙏🏻 oMBAD (online Moment-Based Adaptive Detection): adaptive anomaly || outlier || novelty detection, higher-order standardized moments; at O(1) time complexity
For TradingView users: this entity would truly unleash its true potential for you ‘only’ if you work with tick-based & seconds-based resolutions, otherwise I recommend to keep using original non-online MBAD . Otherwise it may only help with a much faster backtesting & strategy development processes.
...
Main features :
O(1) time complexity: the whole method works @ O(1) time complexity, it’s lighting fast and cheap
HFT-ready: frequency, amount and magnitude of data points are irrelevant
Axiomatic: no need to optimize or to provide arbitrary hyperparameters, adaptive thresholds are completely data-driven and based on combination of higher-order central moments
Accepts weights: the method can gain additional information by accepting weights (e.g. volume weighting)
Example use cases for high-frequency trading:
Ordeflow analysis: can be applied on non-aggregated flow of market orders to gauge its imbalance and momentum
Liquidity provision: can be applied to high-resolution || tick data to place and dynamically adjust prices of limit orders
ML-based signals: online estimates of higher-order central moments can be used as features & in further feature engineering for trading signal generation
Operation & control: can be applied on PnL stream of your strategy for immediate returns analysis and equity control
Abstract:
This method is the online version of originally O(n) MBAD (Moment-Based Adaptive Detection) . It uses higher-order central & standardized moments to naturally estimate data’s extremums using all data while not touching order-statistics (i.e. current min and max) at all. By the same principles it also estimates “ever-possible” values given the data-generating process stays the same.
This online version achieves reduced time complexity to O(1) by using weighted exponential smoothing, and in particular is based on Pebay et al (2008) work, which provides mathematically correct results for the moments, and is numerically stable, unlike the raw sum-based estimates of moments.
Additionally, I provide adjustments for non-continuous lattice geometry of orderbooks, and correct re-quantization math, allowing to artificially increase the native tick size.
The guidelines of how to adjust alpha (smoothing parameter of exponential smoothing) in order to completely match certain types of moving averages, or to minimize errors with ones when it’s impossible to match; are also provided.
Mathematical correctness of the realization was verified experimentally by observing the exact match with the original non-recursive MBAD in expanding window mode, and confirmed by 2 AI agents independently. Both weighted and non-weighted versions were tested successfully.
...
^^ On micro level with moving window size 1
^^ With artificial tick size increase, moving window size 64
^^ Expanding window mode anchored to session start
^^ Demonstrates numerical stability even on very large inputs
...
∞
Momentum Gamma StraddleExact definition of what that script does
1) Purpose
The script is a decision aid for intraday expiry-day ATM straddle trades. It detects intraday structure breakouts and signals candidate long straddle entries for Nifty or Sensex using price structure, volume, RSI momentum, and a user-supplied combined ATM premium value (CE + PE). It draws support/resistance, shows an info box, and raises alerts.
2) Inputs the user can change
Trading time window: startHour, startMin, endHour, endMin.
Structure lookback: res_lookback (how many candles to use to compute resistance/support).
Minimum candle body as fraction of candle range: min_body_pct.
Volume multiplier threshold: vol_mult (breakout candle volume must exceed vol_mult * sma5).
RSI length and thresholds: rsi_len, rsi_bull_thresh, rsi_bear_thresh.
Combined premium source: choose Manual or Symbol. If Manual, set manual_combined. If Symbol, provide a TradingView symbol that returns CE+PE combined ATM premium.
Combined premium acceptable band: min_combined_ok and max_combined_ok.
Profit target percent and SL percent (target_pct and sl_pct).
Misc pattern heuristics: min_res_hits (min tests of resistance inside lookback), low_slope_min (used to detect rising lows).
Micro-confirmation toggle, micro timeframe, nonrepaint option, show_entry_label toggle (in the later fixed versions some of these were added, but the earlier fixed script had basic combined_symbol options and a lookahead fallback).
3) Data calculated on each bar
Safety check hasEnough: true when bar_index >= res_lookback.
resistance: the highest high over res_lookback bars.
support: the lowest low over res_lookback bars.
res_hits: count of bars within lookback whose high is within a tolerance of resistance. Tolerance is 10 percent of the range between resistance and support.
low_slope: simple slope of lows over res_lookback bars.
body_pct: the candle body as a fraction of its high-low range. strong_body true when body_pct >= min_body_pct.
bull_breakout: true if hasEnough and current close > resistance and strong_body and res_hits >= min_res_hits.
bear_breakout: true if hasEnough and current close < support and strong_body and res_hits >= min_res_hits.
vol_sma5 and vol_ok: vol_ok true when current volume > vol_mult * vol_sma5.
rsi and rsi checks: rsi_bull_ok true if rsi >= rsi_bull_thresh; rsi_bear_ok true if rsi <= rsi_bear_thresh.
combined_premium: either the manual_combined input or the value read from combined_symbol via request.security. The script attempted a fallback to manual when the symbol was not valid.
combined_ok: true if combined_premium lies between min_combined_ok and max_combined_ok.
final signals: bull_signal when in_time_window and bull_breakout and vol_ok and rsi_bull_ok and combined_ok. bear_signal similar for bearish breakout.
4) Visual output and alerts
Plots resistance and support lines on the chart.
Plots a label shape "STRADDLE BUY" below the bar for bull_signal and above the bar for bear_signal.
Creates an info label (on last bar) that shows TimeOK, VolOK and vol ratio, RSI, Combined premium and whether it is OK, ResHits and LowSlope.
Sets two alertcondition events: "Bull Straddle BUY" and "Bear Straddle BUY" with a short candidate message. The alerts fire when the corresponding signal is true.
5) Execution assumptions you must follow manually
The script does not place any orders or compute option strike-level prices or greeks. It only flags candidate entry bars.
When combined_source is Manual you must type CE+PE yourself. The indicator will only accept the manual number and treat it as the combined premium.
When combined_source is Symbol the script uses request.security to read that symbol. For historical bars the indicator may repaint depending on lookahead settings. The earlier fixed script attempted to use request.security inside a conditional which leads to runtime or compile errors. You experienced that exact error.
6) Known implementation caveats and bugs you encountered
Pine typing issue with low_slope. The earlier version set low_slope = na without explicit type. That triggers the Pine error: "Value with NA type cannot be assigned to a variable that was defined without type keyword". This required changing to float low_slope = na.
The earlier version attempted to call request.security() inside an if block or conditional. Pine prohibits request.security in conditional blocks unless allowed patterns are followed. That produced the error you saw: "Cannot use request.* call within loops or conditional structures" or similar. The correct pattern is to call request.security at top-level and decide later which value to use.
If combined_symbol is invalid or not available on your TradingView subscription, request.security can return na and the script must fall back to manual value. The earlier fixed script attempted fallback but compiled errors prevented reliable behavior.
The earlier script did not include micro-confirmation or advanced nonrepaint controls. Those were added in later versions. Because of that, the earlier script may have given signals that appear to repaint on historical bars or may have thrown errors when using combined_symbol.
7) Decision logic summary (exact)
Only operate if current chart time is inside user set time window.
Only consider trade candidates when enough history exists for res_lookback.
Identify a resistance level as the highest high in the lookback. Count how many times that resistance was tested. Ensure the breakout candle has a strong body and volume spike. Ensure RSI is aligned with breakout direction.
Require combined ATM premium to be inside a user preferred band. If combined_symbol is used the script tries to read that value and use it; otherwise it uses manual_combined input.
If all the above conditions are true on a confirmed bar, the script plots a STRADDLE BUY label and triggers an alertcondition.
8) What the script does not do
It does not calculate CE and PE prices by strike. It only consumes or accepts combined premium number.
It does not compute greeks, IV, or OI. OI and IV checks must be done manually.
It does not manage positions. No SL management or automatic exits are executed by the script.
It does not simulate fills or account for bid/ask spreads or slippage.
It cannot detect off-exchange block trades or read exchange-level auction states beyond raw volume bars.
It may repaint historical labels if the combined_symbol was read with lookahead_on or the script used request.security in a way that repainted. The corrected final version uses nonrepaint options.
9) Manual checks you must always perform even when the script signals BUY
Confirm the live combined ATM premium and the bid/ask for CE and PE.
Check ATM IV and recent IV movement for a potential IV crush risk.
Check option OI distribution and recent OI changes for strike pinning or large player exposure.
Confirm CE and PE liquidity and depth. Wide spreads make fills unrealistic.
Confirm there is no scheduled news or auction within the next few minutes.
Confirm margin and position sizing fits your risk plan.
10) Quick testing checklist you can run now
Add the script to a 5-minute chart with combined_source = Manual.
Enter manual_combined equal to the real CE+PE at the moment you test.
Set startHour and endHour so the in_time_window is true for current time.
Look for STRADDLE BUY label on confirmed bars. Inspect the info box to see why it did or did not signal.
If you set combined_source = Symbol, verify the symbol exists and that TradingView returns values for it. If you previously saw the request.security error, that was caused by placing the request inside a conditional. The correct behavior is to call request.security unconditionally at top-level like in the final fixed version.
BVWY Stamp WatermarkOverview
This script creates a clean, compact watermark “stamp” for your charts — combining a custom title/subtitle with symbol info (ticker, timeframe, date) in one neat block. It’s designed for traders and educators who want their charts branded and professional without clutter.
Features
• 🖋️ Customizable title and subtitle (default: RICH BVYWY)
• 📊 Symbol info line with independent toggles for ticker, timeframe, and date
• 🎨 Full control over colors, sizes, alignment, and background opacity
• 📍 Position anywhere on the chart (top/middle/bottom, left/center/right)
• 🪶 Lightweight and efficient — no redundant tables or clearing logic
Use Cases
• Branding your shared charts with a signature watermark
• Teaching and documentation — stamp your visuals with context and identity
• Clean overlays for presentations, reports, or social media posts
Notes
This script is built with Pine Script v5 and follows TradingView’s style guide for clarity and efficiency. It’s streamlined to overwrite cells each bar, ensuring smooth performance without flicker or lag
Two individual BB - AxeThis indicator combines two Bollinger Bands into a single script, designed for traders who utilize dual-band strategies but want to keep their chart and indicator list clean.
Instead of adding two separate indicators, this script allows you to manage two Bollinger Bands within one interface. It maintains the full flexibility of the classic Bollinger Bands while adding independent toggles for better visibility control.
Long an Short Liq filter rev 3.0 /nnaCan help you to see horizontal Liquidation maps on cryptocurrency market. Script created to help you with EP. Calibration parameters for different coins could be different. Write me in Dm. i can help you with that
BALA'S Indicator - Dynamic + 5-Min + Pre-Market LevelsINTRADAY Strategy on Nifty with 15min Candle Setup.
CloudScore by ExitAnt [Upgrade]📘 CloudScore PRO by ExitAnt (v13)
CloudScore PRO는 일목균형표(REAL Ichimoku Cloud)의 ‘진짜 상방 돌파’만을 감지하고,
여기에 총 10가지 추세·모멘텀·패턴·거래량 요소를 점수화하여 (0~9점)
현재 추세 전환의 강도를 직관적으로 알려주는 고급 추세 분석 지표입니다.
일목 구름은 본래 강력한 추세 전환 신호를 제공하지만
“위→안→위” 또는 “부분 돌파” 같은 왜곡 신호가 매우 많습니다.
v13은 이를 완전히 제거하고,
오직 아래→안→위 또는 아래→위(직통) 형태의 ‘진짜 돌파’에서만 점수를 계산합니다.
🎯 지표 목적
* 진짜 일목구름 돌파만 필터링하여 신뢰도 상승
* 10개 기술 요소의 점수화(0~9점)로 한눈에 추세 강도 판단
* 거짓 진입 신호(위→안→위) 완전 제거
* 점수 0일 때도 ‘🔴’로 명확하게 무효 신호 표시
* 초보자부터 숙련자까지 모두 활용 가능한 추세 진입 필터링 지표
🧠 점수 계산 방식 (가중치 기반)
구름 돌파가 유효하게 발생하면,
아래 10가지 조건을 체크하여 각 항목별 가중치 점수가 합산됩니다.
▶ 기존 +1 점 항목 (5개)
1. 골든 크로스 발생
Fast MA가 Slow MA를 최근 N봉 내 상향 돌파
2. RSI 과매도 구간
RSI < 설정값 → 반등 가능성 증가
3. MACD 강세 전환
MACD < 0 & 시그널 상향 돌파
4. RSI 상승 다이버전스
가격 하락, RSI 상승 → 바닥 가능성
5. 종가 > MA200
장기 추세와 일치하는 경우만 점수 강화
▶ 신규 +1 점 항목 (추가 5개)
6. ADX > 20 (추세 강도)
추세가 실제로 형성되고 있을 때
7. 거래량 스파이크 발생
거래량이 평균 대비 일정 배수 이상 증가 → 큰 매수 유입
8. Stochastic Oversold Cross
%K < 30에서 골든크로스 → 저점 반등 신호
9. Bollinger Band Rebound
이전 봉이 하단 밴드를 이탈하고, 현재 봉이 중심선을 회복한 경우
10. 강세 캔들 패턴 (Bullish Engulfing / Hammer 등)
강한 반전 패턴 발생 시
> 점수는 단순 +1 합산이 아니라
> 각 요소의 중요도에 따른 가중치 합산 방식으로 계산됩니다.
📊 점수별 이모지 (8단계)
| 점수 구간 | 이모지 | 의미 |
| -------- | ------ | -------------- |
| ≤ 0 | 🔴 | 무효 신호 |
| 0 ~ 1 | ⚪ | 매우 약함 |
| 1 ~ 2 | 🟡 | 약함 |
| 2 ~ 3 | 🟢 | 관찰 필요 |
| 3 ~ 4 | 🔵 | 양호 |
| 4 ~ 5 | 📈 | 추세 형성 |
| 5 ~ 6.5 | 🚀 | 매우 강함 |
| **6.5+** | **👑** | **최상급 고신뢰 구간** |
> 👑 이모지는 6.5점 초과에서만 표시되며,
> 여러 핵심 조건이 동시에 충족된 극소수 구간에서만 나타납니다.
🖥 차트 표시 요소
* REAL Ichimoku Cloud(미래 이동 없는 실제 구름)을 기반으로 계산
* TRUE breakout(아래 → 위 돌파) 시 캔들 위에 점수 이모지 표시
* 최근 N개의 캔들만 표시 가능
* 우측 상단에 현재 점수 요소 설명 패널 표시
* 점수 0점일 때도 🔴 표시하여 신호의 부재를 명확히 표현
* 위→안→위처럼 잘못된 돌파는 완전히 제외됨
🔧 사용자 설정
* Tenkan / Kijun / SenkouB 기간 설정
* 점수 요소 개별 활성화/비활성화
* 이모지 커스터마이즈
* 최근 몇 개의 캔들까지 표시할지 설정
* MA, RSI, MACD, ADX, Bollinger 등 점수 요소 사용자 정의 가능
⚠️ 유의사항
이 지표는 일목구름 돌파 기반의 확률적 보조 도구이며,
단독으로 매수·매도 결정을 내리는 용도로 사용해서는 안 됩니다.
* 시장 변동성
* 시간 프레임
* 거래량 환경
에 따라 신호 강도는 달라질 수 있습니다.
실제 매매 적용 전 반드시 백테스트 및 시뮬레이션을 권장합니다.
오케이. 그럼 **지금 네 코드(v13, 가중치 + 8단계 이모지 기준)** 와
**완전히 1:1로 맞는 영어 설명 최종본**을 줄게.
(퍼블릭 배포용으로 그대로 써도 되는 수준)
# 📘 **CloudScore PRO by ExitAnt (v13)**
CloudScore PRO is an advanced **Ichimoku-based trend scoring indicator**
that detects only **true, valid Ichimoku Cloud breakouts** and evaluates the
strength of the trend using a **weighted score system built from 10 technical components**.
Unlike standard Ichimoku signals — which often generate distorted breakouts such as
**“above → inside → above”** —
CloudScore PRO v13 **filters these out completely** and only accepts the following structures as valid breakouts:
* **below → inside → above**
* **below → above (direct breakout)**
This ensures that scoring is applied **only when a genuine trend transition occurs**.
## 🎯 Purpose of the Indicator
* Filter out false Ichimoku Cloud breakouts
* Evaluate trend strength using **10 weighted confirmation signals**
* Visualize trend quality instantly using **8-stage emoji scoring**
* Clearly mark invalid signals (score ≤ 0)
* Serve as a robust **entry filter** for both beginners and advanced traders
## 🧠 Scoring Logic (Weighted System)
When a valid cloud breakout occurs, CloudScore PRO evaluates the following
10 components and **adds weighted scores based on their importance**.
### ▶ Core Trend & Momentum Components (5)
1. **Golden Cross**
* Fast MA crosses above Slow MA within the defined lookback period
2. **RSI Oversold Condition**
* RSI below threshold, indicating potential reversal
3. **MACD Bullish Shift**
* MACD below zero with bullish signal-line crossover
4. **RSI Bullish Divergence**
* Price makes a lower low while RSI makes a higher low
5. **Close Above MA200**
* Price aligned with the long-term trend direction
### ▶ Additional Confirmation Components (5)
6. **ADX Trend Strength**
* Confirms that a real trend is forming
7. **Volume Spike**
* Significant increase in trading volume vs average
8. **Stochastic Oversold Cross**
* %K crosses upward below the 30 level
9. **Bollinger Band Rebound**
* Price recovers after breaking below the lower band
10. **Bullish Candlestick Pattern**
* Engulfing, Hammer, or similar reversal patterns
> Scores are **not simple +1 increments**.
> Each component contributes a **weighted value**, reflecting its real-world importance.
## 📊 Emoji Score System (8 Levels)
| Score Range | Emoji | Meaning |
| ----------- | ------ | ---------------------------------- |
| ≤ 0 | 🔴 | Invalid / no signal |
| 0 ~ 1 | ⚪ | Very weak |
| 1 ~ 2 | 🟡 | Weak |
| 2 ~ 3 | 🟢 | Moderate |
| 3 ~ 4 | 🔵 | Decent |
| 4 ~ 5 | 📈 | Trend forming |
| 5 ~ 6.5 | 🚀 | Very strong |
| **6.5+** | **👑** | **Premium, high-confidence setup** |
👑 **The crown emoji appears only when the total weighted score exceeds 6.5**,
meaning multiple high-importance conditions are aligned simultaneously.
This prevents “emoji inflation” and ensures that premium signals remain rare and meaningful.
## 🖥 Chart Features
* Uses **REAL Ichimoku Cloud** (no future displacement)
* Displays score emojis directly on breakout candles
* Supports LONG / SHORT / BOTH modes
* Optional display limited to the most recent N bars
* Top-right panel explains scoring structure and logic
* Completely ignores false breakouts (above → inside → above)
## 🔧 User Options
* Adjust Ichimoku, MA, RSI, MACD, ADX parameters
* Enable or disable individual scoring components
* Fully customize emoji symbols
* **Display only signals above a chosen minimum score**
* e.g. show only 👑 setups by setting minimum score to 6.5
## ⚠️ Disclaimer
CloudScore PRO is a **probability-based trend evaluation tool**,
not a standalone buy or sell signal.
Signal strength may vary depending on:
* Market volatility
* Timeframe
* Volume environment
Always perform proper backtesting and apply sound risk management
before using this indicator in live trading.
ETH UU Reversion Strategy [Limit]Strategy Overview
The "ETH UU Reversion Strategy" is a sophisticated mean-reversion trading system designed to capture price reversals at standard deviation extremes. Unlike typical strategies that enter trades immediately at market price, this script employs a proprietary **Limit Order Execution Mechanism** combined with volatility filtering to optimize entry prices and reduce slippage.
Originality & Key Features
This script addresses the common pitfalls of standard Bollinger Band strategies by introducing advanced order management logic:
1. Limit Order Execution:** Instead of market orders, the strategy calculates an optimal entry price based on ATR offsets. This allows traders to capitalize on "wicks" and secure better risk-reward ratios.
2. Smart Timeout Logic:To prevent "catching a falling knife," pending orders are automatically cancelled if not filled within a customizable number of bars (default: 15). This ensures orders do not remain active when market structure shifts.
3. Dynamic Risk Recalculation:** Stop Loss (SL) and Take Profit (TP) levels are recalculated at the exact moment of execution using the real-time ATR, ensuring risk parameters adapt to current market volatility.
How to Use
1. Setup: Apply the strategy to ETH/USDT (or other crypto pairs) on 15m or 1h timeframes.
2. Configuration:
* Adjust `BB Length` and `RSI Length` to fit your timeframe.
* Set `Order Timeout` to define how long a pending order should remain active.
* Toggle `Use ADX Filter` to avoid trading against strong trends.
3. *Visuals: The chart displays distinct labels for pending orders (Gray), active entries (Blue/Red), and cancellations, providing full transparency of the strategy's logic.
Risk Disclaimer
This script is for educational and quantitative analysis purposes only. Past performance regarding backtesting or live trading does not guarantee future results. Cryptocurrency trading involves high risk and high volatility. Please use proper risk management and trade at your own discretion.
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Chinese Translation (中文说明)
策略概述
“ETH UU 均值回归策略”是一个旨在捕捉标准差极端位置价格反转的交易系统。与立即以市价入场的典型策略不同，本策略采用独特的**挂单执行机制**结合波动率过滤，以优化入场价格并减少滑点。
原创性与核心功能
本脚本通过引入高级订单管理逻辑，解决了普通布林带策略的常见缺陷：
1. 挂单交易模式： 策略不使用市价单，而是根据 ATR 偏移计算最佳入场价（Limit Orders）。这允许交易者捕捉K线的“影线”，获得更好的盈亏比。
2. 智能超时撤单： 为了防止“接飞刀”，如果挂单在指定K线数内（默认15根）未成交，系统会自动撤单。这确保了当市场结构发生变化时，旧的挂单不会被错误触发。
3. 动态风控重算： 止损和止盈在成交的瞬间根据实时 ATR 重新计算，确保风控参数始终适应当前的市场波动率。
风险提示
本脚本仅供教育和量化分析使用。回测或实盘的过往表现并不预示未来结果。加密货币交易具有极高的风险和波动性，请务必做好仓位管理，并自行承担使用本策略的风险。
VD FRFS PRO
VD FRFS PRO
This trader centric, multi-functional indicator built on **Pine Script™ v6** that seamlessly integrates four of the most critical price and volatility tools into a single overlay. Designed for day traders, swing traders, and institutional analysts, this tool provides a comprehensive view of volatility, trend, volume-based pricing, and structure, all without chart clutter.
Overview & Concept
The VD FRFS PRO is engineered for efficiency and clarity. Instead of layering four separate indicators, which can lead to performance issues and confusion, this script combines the calculations into one, allowing traders to execute complex technical analysis rapidly.
It serves as a powerful foundation for strategies that require:
1. Volatility Assessment (Bollinger Bands)
2. Volume-Weighted Fair Value (VWAP)
3. Price Structure & Swings (Zig Zag)
4. Dynamic Trend Filtering (Configurable SMA)
Customization & Settings
All inputs are logically grouped for ease of use in the indicator's settings menu.
Bollinger Bands
BB Length: Period for the Basis SMA and StdDev calculation (default: 20).
BB Source: Price series for the calculation (default: `close`).
BB StdDev Multiplier: Multiplier for the Standard Deviation (default: 2.0).
BB Offset: Shifts the bands horizontally (default: 0).
VWAP Settings
VWAP Source: Price series for the VWAP calculation (default: `hlc3`).
Zig Zag Settings
Zig Zag High/Low Length: Lookback period for determining swing points (default: 3).
SMA Settings
SMA Period: Lookback period for the configurable SMA (default: 20).
Show SMA: Checkbox to toggle the visibility of this SMA (default: `true`).
Disclaimer
Feel free to reach out for suggestions and modification requests.
JH MantraBAND-C + AlphaWave Signals v1.3 (Clean)AlphaWave는 추세 + 눌림 + 반전을 하나의 흐름으로 묶은 트레이딩 시그널입니다.
• 20 HMA 기반 추세 판단
• 변동성 밴드 구간(상·하단)에서의 눌림/되돌림 포착
• 과도한 신호를 줄이고 확률 높은 구간만 표시
권장 타임프레임:
- 3분 / 5분 (단타, 스캘핑)
- 일봉 (추세 확인용)
※ 이 지표는 신호 남발을 피하고,
‘기다렸다가 들어가는 매매’를 목표로 설계되었습니다.
AlphaWave is a trend-following indicator designed to capture pullbacks and reversals within volatility zones.
• 20 HMA based trend structure
• Upper / lower volatility bands for context
• Filtered signals to reduce noise
Best used on:
- 3m / 5m intraday charts
- Daily charts for trend confirmation
This indicator focuses on patience and high-probability setups.
11-MA Institutional System (ATR+HTF Filters)11-MA Institutional Trading System Analysis.
This is a comprehensive Trading View Pine Script indicator that implements a sophisticated multi-timeframe moving average system with institutional-grade filters. Let me break down its key components and functionality:
🎯 Core Features
1. 11 Moving Average System. The indicator plots 11 customizable moving averages with different roles:
MA1-MA4 (5, 8, 10, 12): Fast-moving averages for short-term trends
MA5 (21 EMA): Short-term anchor - critical pivot point
MA6 (34 EMA): Intermediate support/resistance
MA7 (50 EMA): Medium-term bridge between short and long trends
MA8-MA9 (89, 100): Transition zone indicators
MA10-MA11 (150, 200): Long-term anchors for major trend identification
Each MA is fully customizable:
Type: SMA, EMA, WMA, TMA, RMA
Color, width, and enable/disable toggle
📊 Signal Generation System
Three Signal Tiers: Short-Term Signals (ST)
Trigger: MA8 (EMA 8) crossing MA21 (EMA 21)
Filters Applied:
✅ ATR-based post-cross confirmation (optional)
✅ Momentum confirmation (RSI > 50, MACD positive)
✅ Volume spike requirement
✅ HTF (Higher Timeframe) alignment
✅ Strong candle body ratio (>50%)
✅ Multi-MA confirmation (3+ MAs supporting direction)
✅ Price beyond MA21 with conviction
✅ Minimum bar spacing (prevents signal clustering)
✅ Consolidation filter
✅ Whipsaw protection (ATR-based price threshold)
Medium-Term Signals (MT)
Trigger: MA21 crossing MA50
Less strict filtering for swing trades
Major Signals
Golden Cross: MA50 crossing above MA200 (major bullish)
Death Cross: MA50 crossing below MA200 (major bearish)
🔍 Advanced Filtering System1. ATR-Based ConfirmationPrice must move > (ATR × 0.25) beyond the MA after crossover
This prevents false signals during low-volatility consolidation.2. Momentum Filters
RSI (14)
MACD Histogram
Rate of Change (ROC)
Composite momentum score (-3 to +3)
3. Volume Analysis
Volume spike detection (2x MA)
Volume classification: LOW, MED, HIGH, EXPL
Directional volume confirmation
4. Higher Timeframe Alignment
HTF1: 60-minute (default)
HTF2: 4-hour (optional)
HTF3: Daily (optional)
Signals only trigger when current TF aligns with HTF trend
5. Market Structure Detection
Break of Structure (BOS): Price breaking recent swing highs/lows
Order Blocks (OB): Institutional demand/supply zones
Fair Value Gaps (FVG): Imbalance areas for potential fills
📈 Comprehensive DashboardReal-Time Metrics Display: {scrollbar-width:none;-ms-overflow-style:none;-webkit-overflow-scrolling:touch;} ::-webkit-scrollbar{display:none}MetricDescriptionPriceCurrent close priceTimeframeCurrent chart timeframeSHORT/MEDIUM/MAJORTrend classification (🟢BULL/🔴BEAR/⚪NEUT)HTF TrendsHigher timeframe alignment indicatorsMomentumSTR↑/MOD↑/WK↑/WK↓/MOD↓/STR↓VolatilityLOW/MOD/HIGH/EXTR (based on ATR%)RSI(14)Color-coded: >70 red, <30 greenATR%Volatility as % of priceAdvanced Dashboard Features (Optional):
Price Distance from Key MAs
vs MA21, MA50, MA200 (percentage)
Color-coded: green (above), red (below)
MA Alignment Score
Calculates % of MAs in proper order
🟢 for bullish alignment, 🔴 for bearish
Trend Strength
Based on separation between MA21 and MA200
NONE/WEAK/MODERATE/STRONG/EXTREME
Consolidation Detection
Identifies low-volatility ranges
Prevents signals during sideways markets
⚙️ Customization OptionsFilter Toggles:
☑️ Require Momentum
☑️ Require Volume
☑️ Require HTF Alignment
☑️ Use ATR post-cross confirmation
☑️ Whipsaw filter
Min bars between signals (default: 5)
Dashboard Styling:
9 position options
6 text sizes
Custom colors for header, rows, and text
Toggle individual metrics on/off
🎨 Visual Elements
Signal Labels:
ST▲/ST▼ (green/red) - Short-term
MT▲/MT▼ (blue/orange) - Medium-term
GOLDEN CROSS / DEATH CROSS - Major signals
Volume Spikes:
Small labels showing volume class + direction
Example: "HIGH🟢" or "EXPL🔴"
Market Structure:
Dashed lines for Break of Structure levels
Automatic detection of swing highs/lows
🔔 Alert Conditions
Pre-configured alerts for:
Short-term bullish/bearish crosses
Medium-term bullish/bearish crosses
Golden Cross / Death Cross
Volume spikes
💡 Key Strengths
Institutional-Grade Filtering: Multiple confirmation layers reduce false signals
Multi-Timeframe Analysis: Ensures alignment across timeframes
Adaptive to Market Conditions: ATR-based thresholds adjust to volatility
Comprehensive Dashboard: All critical metrics in one view
Highly Customizable: 100+ input parameters
Signal Quality Over Quantity: Strict filters prioritize high-probability setups
⚠️ Usage Recommendations
Best for: Swing trading and position trading
Timeframes: Works on all TFs, optimized for 15m-Daily
Markets: Stocks, Forex, Crypto, Indices
Signal Frequency: Conservative (quality over quantity)
Combine with: Support/resistance, price action, risk management
🔧 Technical Implementation Notes
Uses Pine Script v6 syntax
Efficient calculation with minimal repainting
Maximum 500 labels for performance
Security function for HTF data (no lookahead bias)
Array-based MA alignment calculation
State variables to track signal spacing
This is a professional-grade trading system that combines classical technical analysis (moving averages) with modern institutional concepts (market structure, order blocks, multi-timeframe alignment).
The extensive filtering system is designed to eliminate noise and focus on high-probability trade setups.
