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DEMA Volatility SuperTrend | RakoQuantDEMA Volatility SuperTrend is a clean trend-regime indicator built for volatile markets such as crypto. It combines a Double Exponential Moving Average (DEMA) baseline with a standard deviation volatility envelope, then applies classic SuperTrend trailing logic to produce persistent bullish and bearish regimes. This tool is designed for traders who want a smooth but responsive trend structure without relying on ATR alone. Core Concept This indicator answers one simple question: Are we currently in a bullish trend regime or a bearish trend regime? It does this by building a dynamic volatility corridor around a DEMA baseline and flipping only when price breaks beyond the active band. How It Works 1. DEMA Baseline (fast + low lag) A DEMA is used instead of a normal EMA to reduce lag while maintaining smooth trend behavior. 2. Volatility Engine (Standard Deviation) Volatility bands are created using: Raw Source Volatility Classic standard deviation behavior Residual vs Baseline Volatility Measures deviations from the DEMA baseline for cleaner regime detection Band formula: Upper Band = baseline + multiplier × stdev Lower Band = baseline − multiplier × stdev 3. SuperTrend Trailing Regime Logic Instead of flipping every touch, the bands trail using SuperTrend persistence rules: Bull regime → active lower band acts as support Bear regime → active upper band acts as resistance Flips occur only when price breaks beyond the trailing band. Visual System Bull regime: Ice-Blue active band Bear regime: Violet active band Optional faint inactive bands provide structure Optional fill highlights the active regime corridor Optional candle painting matches the regime state instantly Alerts Included Bull Flip Alert → regime turns bullish Bear Flip Alert → regime turns bearish Perfect for automation or regime-based filtering. How to Use ✅ Trend filter for swing trading ✅ Regime confirmation layer for systems ✅ Works best on higher timeframes (4H / 1D) ✅ Combine with momentum or breakout triggers for entries Inputs Summary DEMA Length → baseline responsiveness Volatility Length + Multiplier → band width + sensitivity Volatility Mode → raw vs residual volatility Flip Source → Close or HL2 for regime switching Visual toggles → fill, candles, inactive rails Screenshot Placement 📸 Example chart / screenshot: Tip: show one bullish flip + one bearish flip with candle painting enabled.
Chỉ báo Pine Script®
của RakoQuant
1
Key Levels - Prop Trader JourneyKey Levels – Prop Trader Journey (Intraday Levels + Clean Right-Side Layout) This indicator plots session-based reference levels commonly used for intraday futures/stocks, with a focus on clean chart layout and label collision handling. What it plots (toggle each on/off) Today’s RTH High/Low (TDH/TDL) Opening Range High/Low (ORH/ORL) based on the first N minutes after RTH open Pre-Market High/Low (PMH/PML) based on the premarket session window First Hour High/Low (1HH/1HL) based on the first N minutes after RTH open Yesterday’s RTH High/Low (YDH/YDL) captured at the next RTH open RTH Open price RTH Average line (AVG) using a selectable source (HL2 / HLC3 / OHLC4 / HLCC4) This Week / Last Week levels (O/H/L/C + Avg) from the weekly timeframe Optional Session Open level at a configurable time (default 18:00 NY) 2 Custom price levels (optional extend-left) How levels are calculated (high level) The script detects whether the current bar is inside RTH / Pre-Market / Opening Range / First Hour using your chosen time zone and session templates. High/Low levels update in real time while inside each session window. Premarket levels are cached so they remain visible after premarket ends. Weekly levels are pulled from the weekly timeframe to provide higher-timeframe context. Display modes Compact mode: levels are drawn in a compact “right-side” layout using a configurable right offset and line length. Pivot mode: levels originate from the bar where the level was established/updated and extend toward the right. Label collision handling (the “unique” part) When multiple levels are close together, labels can overlap. This script supports: Merge: combine nearby levels into one label within a tick threshold Stack: show separate labels stacked vertically Merge + Stack (4+): merge normally, but stack when there are many levels This helps visualize confluence/stacked zones without clutter. Customization Every level has its own color / line style / width controls. Labels have adjustable text/bg/size, and custom levels can extend left by a user-defined number of bars. How to use with you trade Use these levels as reaction areas (support/resistance, rejection, breakout/retest). When labels “stack” or multiple names appear merged at similar prices, that signals confluence—often a more important zone than a single level.
Chỉ báo Pine Script®
của oattonline
SwiftEdge ApexThis open-source indicator is designed to help traders visually identify aggressive volume activity ("big trades"), place it in the context of dynamic price deviation from an exponentially weighted VWAP, track a developing Point of Control (POC) during a user-defined session, and highlight potential absorption or exhaustion patterns. Core Components and Original Integration: Adaptive VWAP with EWMA Deviation Bands Instead of a standard cumulative VWAP, the script calculates an exponentially weighted moving average (EWMA) of variance on price-volume data (using a user-adjustable lambda sensitivity). This produces smoother, faster-adapting standard deviation bands (1σ to 3σ) that highlight statistically significant price extensions more responsively than simple moving averages. Tiered Big Trade Detection (Footprint-Style Bubbles) Volume is compared against a simple moving average over a user-defined lookback period. Trades exceeding customizable multipliers (1.2× to 8×) and a minimum volume threshold are flagged. For Premium users, the bubble is plotted at the volume-weighted average price within the bar's 1-second sub-bars (true footprint precision). Non-Premium users fall back to the bar's close price (no errors occur). Bubble size scales with multiplier strength, with white outlines on the largest ones for clarity, and bubbles are colored green/red based on candle direction. Live Session-Based POC Volume is accumulated at price levels (rounded to 10 ticks) starting from a configurable session time (default 09:00). The array resets on new sessions or daily changes, producing a developing POC line that acts as a potential value-area magnet or support/resistance reference. Absorption & Exhaustion Filters Absorption: High-volume bars with unusually small range (below average range × user multiplier) are marked with lime/red triangles — suggesting hidden buying/selling pressure. Exhaustion: Extremely high-volume bars with tiny bodies (small close-open relative to range) receive a background tint and "EXH" label — indicating potential climactic activity or fatigue. How the Elements Work Together: The VWAP bands provide overall market context (is price extended?). Big-trade bubbles show where aggressive participants are active. The session POC adds a developing fair-value reference. Absorption and exhaustion signals help interpret whether big volume is being met with resistance (absorption → possible continuation) or capitulation (exhaustion → possible reversal). Together they create a layered "smart money footprint" overlay rather than isolated plots. How to Use the Indicator: Apply to liquid instruments with reliable volume data (futures, major stocks, large-cap crypto). In the "Big Trade Bobler" settings: Adjust lookback period and minimum volume to reduce noise. Tune multipliers (lower = more signals, higher = stronger but rarer events). Turn "Use Premium Bubbles" off if you do not have TradingView Premium (script gracefully uses bar close instead of 1-second data). Set session start hour/minute for POC calculation (e.g., NYSE open at 9:30). Enable/disable absorption triangles and exhaustion highlights/labels based on preference. Interpretation tips: Watch for clusters of large bubbles near VWAP ±2σ/3σ or close to the POC line. Absorption on trend bars may indicate continuation. Exhaustion often appears at swing highs/lows and can precede reversals. Important Limitations: 1-second footprint precision requires TradingView Premium; non-Premium accounts use standard bar close (still functional but less granular). Volume data quality depends on the symbol and data feed (tick volume is used as proxy on forex/crypto). This is a discretionary visualization tool — not a mechanical strategy, no entry/exit signals, and no performance backtest is included. Volume spikes and patterns do not predict future price movement with certainty; always use in combination with your own analysis and proper risk management.
Chỉ báo Pine Script®
của SwiftEdge
Smart Pivot Trend█ OVERVIEW Smart Pivot Trend is a market structure–based trend indicator that combines swing pivots, volatility adaptation (ATR), and dynamic range levels to determine which side of the market is in control — buyers or sellers. Instead of moving averages, trend direction is defined through structural breaks inside pivot ranges. The indicator visualizes the active trend, evolving market structure, and historical support/resistance levels created at moments of control shifts. It helps identify trend transitions, structure breaks, and areas where price has an increased probability of reaction. █ CONCEPT Built around adaptive swing structure. The core idea is that trend emerges from market structure, not from price relative to an average. - Swing highs and swing lows form the current structural range. - Two internal percentage-based levels inside this range act as decision zones. - Break above the upper level → bullish control. - Break below the lower level → bearish control. To prevent structure from becoming outdated during strong moves, pivots are dynamically adjusted when price deviates beyond ATR × multiplier. This mechanism makes the structure volatility-aware rather than static. As a result, the indicator combines: - a dynamic, living market structure (active pivot trend) - static “market memory” levels marking previous control shifts █ FEATURES Calculations - Swing pivots as the foundation of market structure - Internal range levels as structural decision zones - ATR-based adaptive pivot correction (volatility-aware structure) - Smooth Factor — controls the degree of structural correction relative to price; defines how fast pivots adapt during strong moves - Trend change detection through structural range breaks Visualization - Active trend line based on current structure - Historical support/resistance levels plotted at trend flips - Triangles marking breaks of those levels - Gradient fill between price and the active trend line - Trend-based coloring (green = bullish, red = bearish) - Optional candle coloring based on current structural trend (bullish / bearish control) Signals - BUY / SELL — on structural trend changes - Bullish Break / Bearish Break — when historical levels are broken - Impulse breaks (when candles break levels with strong momentum) Alerts - Trend change to bullish - Trend change to bearish - Resistance break - Support break █ HOW TO USE Main settings: - Swing Length — sensitivity of swing detection - Lower / Upper Level — internal structural decision levels - ATR Length / Multiplier — influence of volatility on pivot adaptation - Smooth Factor — speed of structural adjustment to price - Visual options — colors, hiding lines, deleting broken levels, color candles by trend Trend logic: - Price above active pivot low → bullish structure - Price below active pivot high → bearish structure █ APPLICATION Trend-following - The indicator can act as a directional filter for signals from other tools. - Entries are taken only when signals from external indicators (e.g., RSI, MACD, momentum tools, price action setups, breakout systems) align with the current Smart Pivot Trend direction. - Highest probability occurs when entries happen during pullbacks to the active trend line in the direction of the prevailing structure. Market structure shifts - A trend flip represents a transfer of control between buyers and sellers. - These moments often precede larger moves because the swing structure changes. Breakout trading - Historical levels mark areas where control previously changed. - Their break often leads to volatility expansion and impulsive movement. Pullback trading - The active trend line acts as dynamic support/resistance. - Pullbacks to this line in strong trends often provide favorable risk-to-reward setups. █ ADAPTATION TO TRADING STYLE The Swing Length and Smooth Factor parameters allow the indicator to be tailored to different trading styles: Shorter Swing Length + higher Smooth Factor - structure reacts faster - more frequent trend shifts - suitable for scalping and intraday trading Longer Swing Length + lower Smooth Factor - slower structural changes - filters minor fluctuations - better suited for swing trading and longer-term positions This allows the indicator to function both as a fast micro-structure engine and as a stable higher-level trend filter. █ NOTES - This is a structural analysis tool, not a standalone trading system - Best results come when combined with key S/R levels, higher timeframe context, and price action - In ranging markets, trend flips may occur more frequently — a natural behavior of structure-based systems
Chỉ báo Pine Script®
của Uncle_the_shooter
ZLEMA FusionZLEMA Fusion - Advanced Zero-Lag Momentum & Trailing Stop System A sophisticated overlay indicator combining the power of Zero Lag EMA (ZLEMA) with ATR-based Moving Stop (MOST) for precision trend following and dynamic support/resistance tracking. Core Components: 1. ZLEMA (Zero Lag Exponential Moving Average) Eliminates lag inherent in traditional EMAs Provides faster response to price changes Customizable length for different trading styles Smooth, responsive trend line 2. MOST (Moving Stop - ATR Trailing Stop) Dynamic ATR-based trailing stop system Automatically adjusts to market volatility Never moves backward - only trails in favourable direction Green line = Uptrend support | Red line = Downtrend resistance Customizable ATR multiplier and lookback period Signal Generation: BUY (⇑): When ZLEMA crosses above MOST SELL (⇓): When ZLEMA crosses below MOST Clean visual arrows with no label boxes Signals trigger on candle close only (no repainting) Advanced Features: ✅ Signal Cooldown System - Prevents signal spam with configurable minimum bars between signals ✅ ADX Trend Strength Filter - Optional filter to trade only in strong trends ✅ Higher Timeframe ZLEMA Confirmation - Multi-timeframe trend alignment for higher probability setups ✅ Background Color Coding - Quick visual trend identification (Green = Uptrend, Red = Downtrend) ✅ Alert System - Built-in alerts for buy and sell signals Fully Customizable: ZLEMA length ATR period and multiplier MOST lookback period Signal cooldown bars ADX filter threshold Higher timeframe settings Visual display options Best Used For: Index trading Swing trading Trend following strategies Dynamic support/resistance identification Entry/exit timing Optimized for Indian Markets - Calibrated for Nifty, Bank Nifty, and other NSE instruments. ⚠️ Important Notes: This indicator is for educational purposes No repainting - all signals confirmed at candle close Use proper risk management Combine with your trading plan and additional confirmation
Chỉ báo Pine Script®
của kingshukghosh71
Batoot Algo PureBatoot Algo (Pure Analysis Mode) Indicator Overview Batoot Algo is an advanced technical analysis indicator based on: Price Action and geometric chart patterns Higher Timeframe (HTF) trend filtering Volume confirmation Breakout & Retest logic Head & Shoulders pattern detection Analysis-only indicator. No Buy/Sell labels on the chart. Alerts and Dashboard only. The goal is clean charts and smarter trading decisions. --- Entry Modes Aggressive (Breakout) Immediate entry on breakout Requires: Confirmed breakout High volume Optional trend alignment Conservative (Retest) Breakout → Wait for retest → Confirmation candle Reduces false signals Suitable for patient trading --- HTF Trend Filter Uses EMA crossover on higher timeframe: EMA 50 EMA 200 EMA50 > EMA200 → Bullish EMA50 < EMA200 → Bearish Filter can be enabled or disabled in settings. --- Price Patterns Detected Automatically detects and draws: Bullish / Bearish Flags Channels Triangles / Pennants Rising Wedge (Bearish) Falling Wedge (Bullish) The area between support and resistance lines is dynamically filled based on the pattern. --- Yellow Candle (High Volume) Yellow candles indicate High Volume. Triggered when: Current candle volume >= Average volume of last 20 candles × volume multiplier Default multiplier: 1.5 Confirms strong breakouts. Not a standalone entry signal. --- Head & Shoulders Detection Supports: Head & Shoulders (Bearish) Inverse Head & Shoulders (Bullish) Neckline drawn automatically. Breakout validated with volume. Pattern status shown in Dashboard. --- Dashboard Displays: Entry Mode (Aggressive / Conservative) HTF Trend Current Pattern Head & Shoulders Status Market Status: ENTRY BUY, ENTRY SELL, WAIT RETEST, SCANNING --- Alerts Alerts trigger only when: Pattern confirmed Breakout / Retest logic satisfied High volume confirmed Trend filter (if enabled) passes No trade labels plotted on chart. --- License & Attribution Licensed under Creative Commons Attribution 4.0 (CC BY 4.0) Free to use and modify. Attribution required. Removing or changing the author name is not allowed. --- This indicator is for technical analysis purposes only and is not financial advice. Always use proper risk management. --- Clean chart, smart analysis, better trading decisions.
Chỉ báo Pine Script®
của nazaralgeze
2
Worldclassedge [Patrick nill]plotshape(long, title="BUY", text="Long▲", style=shape.labelup, textcolor=color.white, size=size.auto, location=location.belowbar, color=color.green) plotshape(short, title="SELL", text="Short▼", style=shape.labeldown, textcolor=color.white, size=size.auto, location=location.abovebar, color=color.red) alertcondition(long, title="BUY", message="Long▲") alertcondition(short, title="SELL", message="Short▼") // VWAP anchor = input.string("Session", title="Anchor Period") MILLIS_IN_DAY = 86400000 dwmBarTime = timeframe.isdwm ? time : request.security(syminfo.tickerid, "D", time) dwmBarTime := na(dwmBarTime) ? nz(dwmBarTime ) : dwmBarTime var periodStart = time - time makeMondayZero(dayOfWeek) => (dayOfWeek + 5) % 7 isMidnight(t) => hour(t) == 0 and minute(t) == 0 isSameDay(t1, t2) => dayofmonth(t1) == dayofmonth(t2) and month(t1) == month(t2) and year(t1) == year(t2) isOvernight() => not (isMidnight(dwmBarTime) or request.security(syminfo.tickerid, "D", isSameDay(time, time_close), lookahead=barmerge.lookahead_on)) tradingDayStart(t) => timestamp(year(t), month(t), dayofmonth(t), 0, 0) numDaysBetween(t1, t2) => diff = math.abs(tradingDayStart(t1) - tradingDayStart(t2)) diff / MILLIS_IN_DAY tradingDay = isOvernight() ? tradingDayStart(dwmBarTime + MILLIS_IN_DAY) : tradingDayStart(dwmBarTime) isNewPeriod() => var isNew = false if tradingDay != nz(tradingDay ) isNew := switch anchor "Session" => na(tradingDay ) or tradingDay > tradingDay "Week" => makeMondayZero(dayofweek(periodStart)) + numDaysBetween(periodStart, tradingDay) >= 7 "Month" => month(periodStart) != month(tradingDay) or year(periodStart) != year(tradingDay) "Year" => year(periodStart) != year(tradingDay) => false isNew srcVWAP = hlc3 var float sumSrc = 0 var float sumVol = 0 if isNewPeriod() periodStart := tradingDay sumSrc := 0 sumVol := 0 if not na(srcVWAP) and not na(volume) sumSrc += srcVWAP * volume sumVol += volume vwapValue = sumSrc / sumVol plot(vwapValue, title="VWAP", color=color.red, linewidth=3) // = enableCloud = input.bool(false, "Enable Cloud") lenn = input.int(20, "Period") mult = input.float(2.5, "StdDev Multiplier") tc = input.int(25, "Gauge Size", minval=3) upColor = input.color(#00ffbb, "Up Color") downColor = input.color(#ff1100, "Down Color") basis = ta.sma(close, lenn) upper1 = basis + ta.stdev(close, lenn) * mult lower1 = basis - ta.stdev(close, lenn) * mult // TP var int position = 0 if long position := 1 else if short position := -1
Chỉ báo Pine Script®
của AI-user
Trapped Traders EBPThe Trapped Traders Indicator is used to predict overall Market bias, with green being longs, and red being shorts. The autofibs are 0%,25%,50%,and 100%. After an autofib and directional bias is generated, you'll want to look for an entry on a lower time frame somewhere between the 25% and 50% ideally. A simple trading plan: Use the indicator on the 4 Hour chart. Wait until you get an autofib. Zoom down to the 5 minute chart and wait for price to reach the 25% retracement. Look for an entry using an entry model of your choice. For example: an engulfing 5 minute bar in the direction of your bias, an order block, fair value gap, or choch in your favor. This method of trading was introduced to me by Omar Agag. Cheers to prosperity, brother! Good luck! And happy trading!
Chỉ báo Pine Script®
của reactivetrading
COT: CTA POSITIONINGCOT: CTA POSITIONING A comprehensive Commitment of Traders (COT) indicator that tracks institutional money manager positioning across futures markets. This indicator displays CTA (Commodity Trading Advisor) net positioning as a percentile rank, helping traders identify potential market extremes and contrarian opportunities. Key Features: Multi-Market Coverage: Automatically detects and displays COT data for 60+ futures contracts across equity indices, bonds, currencies, cryptocurrencies, metals, energy, grains, livestock, and softs Percentile Rank Display: Shows CTA net positioning (long minus short) as a percentile over a customizable lookback period (default 156 weeks ≈ 3 years) Extreme Zones: Visual highlighting of potential reversal zones when CTAs reach positioning extremes (>80th percentile = bearish, <20th percentile = bullish) Liquidity Analysis Table (optional): Displays detailed positioning breakdown including: Gross long and short positions Net positioning 20-day average volume Net position as % of average daily volume Estimated days to unwind net position Methodology: The indicator pulls CFTC Commitment of Traders data from both Financial Traders (COT3) and Disaggregated (COT2) reports, focusing specifically on leveraged money managers (CTAs/hedge funds). It calculates: Net Positioning = CTA Longs - CTA Shorts Net as % of Open Interest Percentile rank of current net positioning vs. lookback period Interpretation: High readings (>80): CTAs are extremely net long - potential bearish reversal signal Low readings (<20): CTAs are extremely net short - potential bullish reversal signal Works best as a contrarian indicator on weekly timeframes Consider liquidity metrics to assess position size relative to market capacity Settings: Lookback Period: Adjustable percentile calculation window (default 156 periods) Show Table: Toggle detailed positioning and liquidity data display Supported Markets: Equity Indices (ES, NQ, RTY, YM), Treasuries (ZT, ZF, ZN, ZB, UB), Currencies (6E, 6J, 6B, 6C, 6A), Crypto (BTC, ETH), Metals (GC, SI, HG, PL, PA), Energy (CL, NG, RB, HO, BZ), Grains (ZC, ZW, ZS, ZM, ZL), Livestock (LE, HE, GF), and Softs (SB, CT, KC, CC, OJ) Note: COT data is released weekly on Fridays and reflects positions as of Tuesday close. This indicator works best on daily or weekly timeframes. Data sourced from CFTC Commitment of Traders reports via TradingView's COT library.
Chỉ báo Pine Script®
của chosin76
Time Pattern Analyzer - Multi Mode [fmb]This is a lightweight session-behaviour overlay that helps you spot whether a market tends to move up or down at specific days or times. - Two analysis modes Weekday: Breaks performance down by Mon–Fri Hour of Day: Breaks performance down by 0–23 and can also track a single exact time (hour + minute), like 09:30 - Visual timing markers (optional) Draws vertical lines on the chart for the selected day(s) or time(s) Line colour reflects the bar direction: green (up), red (down), grey (neutral) Fully adjustable width and style (solid, dotted, dashed) - Flexible “green vs red” definition Body mode: Close > Open (candle body direction) Previous close mode: Close > Close (momentum vs prior bar) - Stats table (optional) For each day or hour, the table shows: Count (sample size) % Green % Red Average % move (average return for that bucket) Table can be positioned anywhere on the chart (top/bottom, left/centre/right) Use cases - Quickly identify recurring tendencies like “Mondays are strongest” or “first hour is choppy,” and validate timing ideas with clear counts and averages instead of guesswork. Note: This tool reports historical tendencies, not predictions. Always account for regime changes, news risk, and liquidity.
Chỉ báo Pine Script®
của Fullymobile
ADX DMI SqueezeOverview This indicator combines: ADX / DMI → Measures trend strength and direction ADX Squeeze Histogram → Shows when the trend is accelerating or “squeezing” for a breakout Triangles → Highlight potential expansion points Optional DI+ / DI− lines → Show bullish/bearish dominance ADX Threshold Lines (15 / 20) → Help filter weak trends Early ADX Acceleration Dots → Provide an early heads-up before a squeeze fires It can be used standalone or alongside other trend tools like VWAP for better entry timing. Entry Guidelines Long Trades (Buy): Histogram above 0 Green triangle appears ADX rising or above threshold (15/20 recommended) Optional: DI+ > DI− confirms bullish strength Short Trades (Sell): Histogram above 0 Red triangle appears ADX rising or above threshold (15/20 recommended) Optional: DI− > DI+ confirms bearish strength Avoid trades if: Histogram negative Triangles appear but ADX below threshold or trend not confirmed by DI linesOptional Filters Require ADX acceleration: Only shows signals when ADX is increasing → avoids late or false entries VWAP Bias: Session-anchored institutional positioning (best for open & intraday scalps). MA Bias: Time-based trend direction (best for continuation & trend days). Tips Best on 30-min or higher timeframes for swing/short-term trend trades Can be combined with VWAP Moving averages , support/resistance, or Bollinger Bands Use DI lines toggle if you want extra visual trend confirmation Adjust DMI length (sensitivity) and ADX smoothing for your preferred timeframe Interpretation Histogram turning green above 0 + triangle → strong bullish move forming Histogram turning red above 0 + triangle → strong bearish move forming ADX above 20 → strong trend, more reliable ADX below 15 → weak trend, signals less reliable In short: Long = Green bars above 0 + Green triangle
Short = Red bars above 0 + Red triangle
Confirm with ADX above threshold and optionally DI lines yesterday
Chỉ báo Pine Script®
của Simon20cent
ChunkbrAI-NN INDIChunkbrAI-NN INDI: The Neural Network Odyssey A Native Pine Script Neural Network Research Engine Welcome to ChunkbrAI-NN 5.3. This is not a standard technical indicator; it is a proof-of-concept Artificial Intelligence engine built entirely from scratch within Pine Script. Neural Networks typically require iterating over massive datasets, a task that usually times out on TradingView. ChunkbrAI solves this by introducing a novel "Chunking Architecture"—a system that breaks history into digestible learning blocks and trains a Multilayer Perceptron (MLP) using a "Chunking" approach. It features a living ecosystem where neurons have "genes," grow mature, and adapt to market regimes using a highly sophisticated Context-Aware normalization engine. ----------------------------------------------------------- The Core Concept: "The Time Wheel" To bypass Pine Script's execution limits, this script does not train linearly from the beginning of time. Instead, it operates like a spinning wheel of experience. * The Chunk System: On every bar update, the engine reaches back into history (up to 5000 bars) and grabs random or sequential "Chunks" of data. It treats these chunks as isolated training samples. * Experience Replay: By constantly revisiting past market scenarios (Chunks), the network slowly converges its weights, learning to recognize patterns across different eras of price action. ----------------------------------------------------------- Architecture & Modules A. The Neural Core (MLP) At the heart is a raw neural network built with arrays: * Topology: A dense network with a customizable Hidden Layer (Default: 60 Neurons). * Timewarp (Stride): When enabled, the network uses "dilated" inputs (skipping bars, e.g., 1, 3, 5...). This increases the network's Field of View without increasing computational load. * Forecasting: The network outputs a standardized prediction which is then de-normalized to project the future price path on your chart. B. The Context System (The "Eyes") Raw prices confuse neural networks. A $1000 move in Bitcoin is massive in 2016 but noise in 2024. ChunkbrAI uses a relativistic Context System: * Regime Detection: It uses a Zero-Lag Moving Average (ZLMA) and Non-Linear Regression to measure the current market "Vibe" (Volatility & Trend). * Dynamic Normalization: The inputs are scaled based on this context. If the market is volatile, the data is compressed; if calm, it is expanded. This ensures the brain receives consistent signal patterns regardless of the absolute price. C. The Gene System (Neuro-Plasticity) This is the experimental "biology" layer. Neurons are not just static math; they have life cycles. * Maturity: Neurons start "Young" (highly plastic, high mutation rate). As they successfully reduce error, they become "Wise" (stable, low mutation). * Mutation: If a "Wise" neuron begins failing (high error), it is demoted and forced to mutate. This allows the brain to "forget" obsolete behaviors and adapt to new market paradigms automatically. * Profiles: You can initialize the brain with different personalities (e.g., Dreamer, Young Chaos, Zen Monk). D. The Brain Scheduler (Adaptive Learning) A static Learning Rate (LR) is inefficient. The Brain Scheduler acts as the heartbeat: * Panic vs. Flow: It monitors the derivative of the error. If the error spikes (Panic), the Scheduler slows down learning to prevent the model from exploding. If the error smooths out (Flow), it accelerates learning (Infinite LR Mode). ----------------------------------------------------------- Forecasting Modes The script provides two distinct ways to visualize the future: 1. Direct Projection (Green Line): The network takes the current window of price action and predicts the immediate next step. If Timewarp is active, it interpolates the result to draw a smooth curve. 2. Autoregression (Cyan Line): Available in "Auto" mode. The network feeds its *own* predictions back into itself as inputs to generate multi-step forecasts. * Wave Segmentation: The script intelligently guesses the current market cycle length and attempts to project that specific duration forward. ----------------------------------------------------------- Operation Manual The script has two distinct training loops: first, when you add it to a chart, Pine runs through the available historical bars once, and this initial history pass is the main training phase where the network iterates chunk-by-chunk using your configured chunk count/iterations (e.g., if chunk count is 3, it performs 3 chunk updates per step), but pushing chunk count, iterations, or model sizing too high can hit Pine’s execution limits; after that, once real-time candles start printing, the script can either keep training (weights continue updating) or freeze the weights and run inference only, producing predictions from the learned parameters, and if live training is enabled it can also simulate “bars-back” style training during live mode by iterating across prior bars as if doing another history pass—which again can run into limits if chunks/iterations/sizing are too heavy—so when changing parameters to evaluate behavior you change them carefully and individually, because multiple simultaneous increases make it hard to attribute effects and can more easily trigger those execution constraints. Weight Persistence (Save/Load): Pine Script can’t write files or persist weights directly, so ChunkbrAI uses a library-based workaround that’s honestly tricky and kind of a pain: you enable the weight-export alerts so the script emits the weights (W1/W2/biases etc.) as text, and those payloads are chunked as well; then, outside TradingView, I use a separate Python script to parse the alert emails, reconstruct and format the chunked weights properly, and generate the corresponding library code files; after that, the libraries have to be published/updated, and only then can the main script “restore” by reading the published lib constants on chart load, effectively starting with the pre-trained weights instead of relying purely on the fresh history-run training pass. I don’t recommend this process unless you really have to—it’s fragile and high-effort—but until TradingView implements some simple built-in data storage for scripts, it’s basically the only practical way to save and reload your models. ----------------------------------------------------------- Limitations & Notes * Calculation Limits: This script pushes Pine Script to its absolute edge. If you increase Chunk Size or Hidden Size too much, you WILL hit execution limits. Use the defaults as a baseline. * Non-Deterministic: Because the "Wheel" picks random chunks for training, two instances of this script might evolve slightly different brains unless you use the Restore Weights feature. * Experimental: This is a research tool designed to explore Neural Networks and Genetic Algorithms on the chart. Treat it as an educational engine, not financial advice. Credits: Concept and Engineering by funkybrown.
Chỉ báo Pine Script®
của funkybrown
QuCap Pure Liquidity: Untouched Liquidity PoolsOverview Most liquidity indicators on the Public Library suffer from "Chart Noise." They often leave levels on the chart long after they have been "wicked out," simply because the candle didn't manage to close past the level. QuCap Pure Liquidity is designed for the precision trader who only cares about Intact Liquidity. This script identifies pivot-based liquidity pools and monitors them in real-time. If price wicks through a level by even a single tick, the level is immediately invalidated and removed from your chart. Key Features Instant Invalidation: Levels are deleted on wick touch (High/Low), not candle close. Intact Levels Only: What you see on the chart is "Fresh" and has not been mitigated. Memory Management: Includes customizable limits for Buy-Side and Sell-Side levels to keep your chart clean and your browser running fast. Fully Customizable: Adjust pivot strength (Left/Right bars) and visual styles to match your personal template. How to Use Draw on Liquidity: Use the remaining lines as a magnet for price action. Stop Runs: Observe how price reacts when it clears these levels. Clean Charts: Perfect for traders who follow SMC or ICT concepts and need to see where the real "resting" orders are. Settings Pivot Strength: Increase these values (e.g., 5, 5) to find more significant historical levels, or keep them low (2, 2) for scalp targets. Max Levels: Keeps the chart from showing lines from weeks ago that are no longer relevant to current intraday price action.
Chỉ báo Pine Script®
của QuantumCapLLC
[TehThomas] - Order Blocks█ OVERVIEW This Order Blocks indicator identifies institutional-level support and resistance zones using fractal pattern recognition combined with Fair Value Gap (FVG) filtering. Order blocks represent areas where large institutional orders have been placed, creating significant price reactions when retested. This indicator uses a 5-bar fractal pattern to detect market structure breaks and highlights the last bearish or bullish candle before a strong impulse move. █ KEY FEATURES - Fractal-Based Detection: Uses 5-candle fractal patterns to identify key market structure highs and lows - FVG Filtering: Optional Fair Value Gap confirmation ensures order blocks are followed by true market imbalances - Automatic Mitigation: Order blocks are automatically removed when price breaks through them - Overlap Prevention: Prevents cluttered charts by avoiding overlapping order block zones - Customizable Display: Full control over colors, labels, line heights (body/wick), and maximum blocks shown - Dual Polarity: Detects both bullish (OB+) and bearish (OB-) order blocks independently █ HOW IT WORKS The indicator scans price action for fractal patterns where the middle candle forms a local extreme (highest high or lowest low among 5 bars). When price breaks above a fractal high or below a fractal low, the script identifies the last opposing candle in the impulse move as the order block. For bearish order blocks, it finds the highest bullish candle before a fractal low is broken, marking institutional selling pressure. For bullish order blocks, it locates the lowest bearish candle before a fractal high is breached, indicating institutional buying. When FVG filtering is enabled, the indicator confirms that a Fair Value Gap (a 3-candle imbalance where price leaves an unfilled gap) occurred within the specified distance from the order block. This combination increases the probability that institutional traders are present in these zones. █ SETTINGS Bullish Order Block Settings - Show/hide bullish order blocks - Customize fill color and border color - Toggle OB+ label display Bearish Order Block Settings - Show/hide bearish order blocks - Customize fill color and border color - Toggle OB- label display Label Settings - Label size: Tiny, Small, Normal, or Large - Label text color customization General Settings - Bars Back to Check (10-200): Lookback period for order block detection - Filter by FVG: Requires Fair Value Gap confirmation - Max Bars Between OB and FVG (1-6): Distance tolerance for FVG filtering - Line Height: Choose between Body or Wick for order block boundaries - Prevent Overlapping OBs: Avoids drawing overlapping zones - Max Order Blocks to Display (1-50): Limits active blocks on chart - Length of Boxes (10-100): Horizontal projection length █ HOW TO USE 1. Add the indicator to your TradingView chart 2. Configure settings based on your trading timeframe and style 3. Watch for OB+ labels (bullish order blocks) as potential support zones where price may bounce 4. Watch for OB- labels (bearish order blocks) as potential resistance zones where price may reverse 5. Wait for price retracement to the order block zone before taking entries 6. Use confirmation signals like volume spikes or reversal patterns at the order block 7. Place stop loss just outside the order block boundary to manage risk 8. Monitor mitigation: Order blocks disappear when price breaks through them completely █ TRADING STRATEGY EXAMPLES Bullish Order Block Strategy Wait for a market structure shift from bearish to bullish. When price creates a bullish impulse breaking a fractal high, identify the OB+ zone. Enter long positions when price retraces to test the bullish order block, placing stop loss 10-20 pips below the zone's low. Target previous highs or resistance levels. Bearish Order Block Strategy Monitor for market structure shift from bullish to bearish. After price creates a bearish impulse breaking a fractal low, locate the OB- zone. Enter short positions when price retraces to test the bearish order block, placing stop loss 10-20 pips above the zone's high. Target previous lows or support levels. FVG-Confirmed Entries Enable FVG filtering to only display order blocks validated by Fair Value Gaps. These aligned setups increase probability as they combine institutional order placement with market inefficiencies. Trade retracements to these high-confluence zones for better risk-reward ratios. █ IDEAL FOR - ICT Traders: Follows Inner Circle Trader methodology for institutional order flow - Smart Money Concepts: Tracks where large players place orders - Swing Traders: Identifies key support/resistance for multi-day holds - Price Action Traders: Pure chart-based approach without lagging indicators - Breakout Traders: Confirms structure breaks with fractal patterns - Forex, Crypto, and Stock Markets: Works on all liquid markets and timeframes █ TECHNICAL SPECIFICATIONS - Max Boxes: 500 - Max Labels: 500 - Detection Method: 5-bar fractal pattern recognition - Mitigation Logic: Automatic removal when price breaks order block boundaries - Time Projection: Uses time offset calculations for box extension - Array Management: Dynamic array cleanup to prevent memory issues █ NOTES & DISCLAIMERS - Order blocks work best when combined with overall market context and trend analysis - Not all order blocks result in price reversals; use proper risk management - FVG filtering may reduce the number of signals but increases quality - Fractal patterns require 5 bars to form, causing a 2-bar delay in detection - Works optimally on higher timeframes (4H, Daily) for institutional footprints - This indicator does not guarantee profitable trades; always use stop losses - Past performance of order blocks does not predict future results - Compatible with other ICT concepts like liquidity sweeps and market structure
Chỉ báo Pine Script®
của TehThomas
4
Setup Finder by cryptokazancevEnglish The indicator helps find setups based on Smart Money instruments What OB and FVG Are Order Blocks (OB) are a bullish or bearish candle (or several candles) where the next candle (or a sequence of candles) impulsively engulfs the order block. Imbalance (FVG) is a price inefficiency caused by an impulsive price move due to an abnormal dominance of supply or demand at a price level. Indicator Settings (in Simple Terms) Show OB — enable/disable displaying the detected order blocks on the chart. Show FVG — enable/disable displaying the detected FVG zones. Max OB (per side) — how many long and how many short order blocks to display at the same time. Max FVG (per side) — how many long and how many short FVG zones to display at the same time. Engulfing Window (candles) — how many subsequent candles are allowed to consider the order block “engulfed.” Color Engulfing Candles — highlight candles where the engulfing occurred to make it easier to spot on history. OB Invalidation Mode — when to consider an order block “broken” (invalid): “50%” — the OB is considered invalid if price closes with the candle body below/above the midpoint (50%) of the order block. “Entry Drill” — the OB becomes invalid on the first touch of the OB zone. Size Limits via ATR OB Size in ATR — here ATR is defined as the average candle size over the last 500 bars. It is used to determine the maximum allowed size of an order block. FVG Size in ATR — the same, but for an FVG zone: a limit on what FVG size is considered acceptable. Setup Search Mode Enable Setup Search Mode — when enabled, the indicator will not display all OB and FVG, but only those that contain: pivots, or a Sunday Open level, or both. Require Pivots / Require Sunday Open — a requirement that the OB/FVG zone must contain pivots and/or Sunday Open levels (depending on the selected option). Number of Sunday Open Levels — how many Sunday Open levels to draw on the chart. How to use Enable Setup Search Mode . Turn on the requirements Require Pivots and Require Sunday Open so that only the most relevant OB/FVG zones are displayed. Wait for price to return into the highlighted Order Block or FVG area. On a lower timeframe, look for an entry model/confirmation, such as: engulfing, pin bar, break of structure / Market Structure Shift (MSS). Repainting The indicator does not repaint. Русский Индикатор помогает находить сетапы по торговой стратегии Павла Казанцева. Что такое OB и FVG Ордерблоки (OB) — это бычья или медвежья свеча (или несколько свеч), при этом следующая свеча (или связка свеч) импульсно поглощает ордерблок. Имбаланс (FVG) — это ценовая неэффективность, вызванная импульсным движением цены вследствие аномального превосходства спроса/предложения на ценовом уровне. Настройки индикатора (простыми словами) Показывать OB — включить/выключить отображение найденных ордерблоков на графике. Показывать FVG — включить/выключить отображение найденных зон FVG. Максимум OB (на сторону) — сколько лонговых и сколько шортовых ордерблоков показывать одновременно. Максимум FVG (на сторону) — сколько лонговых и сколько шортовых зон FVG показывать одновременно. Окно поглощения (свечей) — сколько следующих свечей допускается, чтобы считать, что ордерблок был “поглощён”. Окрашивать поглощённые свечи — подсвечивать свечи, где произошло поглощение, чтобы проще было искать это на истории. Режим инвалидации OB — когда считать ордерблок “сломавшимся” (недействительным): “50%” — OB считается недействительным, если цена закрепилась телом свечи ниже/выше середины (50%) ордерблока. “Entry Drill” — OB становится недействительным при первом касании зоны OB. Ограничение размеров через ATR Размер OB в ATR — ATR здесь понимается как средний размер свечей за последние 500 баров. От него считается, какой максимальный размер ордерблока допустим. Размер FVG в ATR — то же самое, но для зоны FVG: ограничение, какой размер FVG считается допустимым. Режим поиска сетапов Включить режим поиска сетапов — если включить, индикатор будет показывать не все OB и FVG, а только те, внутри которых есть: пивоты, или уровень Sunday Open, или и то, и другое. Обязательно Пивоты / Обязательно Sunday Open — требование, чтобы в зоне OB/FVG обязательно были пивоты и/или уровни Sunday Open (в зависимости от выбранной опции). Количество уровней Sunday Open — сколько уровней Sunday Open рисовать на графике. Как пользоваться Включите режим поиска сетапов . Активируйте требования Обязательно Пивоты и Обязательно Sunday Open , чтобы отображались только наиболее релевантные зоны OB/FVG. Дождитесь, когда цена вернётся в отмеченный диапазон ордерблока или FVG . На младшем таймфрейме найдите модель входа/подтверждение, например: поглощение, пинбар, слом структуры / Market Structure Shift (MSS). Перерисовка Индикатор ничего не перерисовывает.
Chỉ báo Pine Script®
của cryptokazancev