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Silver Macro Projection ModelSILVER MACRO PROJECTION MODEL Multi-Factor Fair Value Estimation for Silver OVERVIEW The Silver Macro Projection Model estimates silver's fair value based on its historical relationships with key macroeconomic drivers. By synthesizing data from gold, M2 money supply, the US Dollar Index, and major equity indices, this indicator projects where silver should theoretically be trading, helping traders identify potential overvaluation and undervaluation conditions. HOW IT WORKS This indicator employs three complementary projection methodologies: Correlation-Weighted Z-Score Composite (50% weight) - Calculates rolling correlations between silver and each input factor. Factors with stronger correlations receive more influence. Each factor is normalized to a z-score, combined into a composite, then converted back to silver's price scale. Gold/Silver Ratio Mean Reversion (35% weight) - The gold/silver ratio historically exhibits mean-reverting behavior. This component projects silver's implied price based on current gold prices and the historical average ratio. M2 Money Supply Relationship (15% weight) - Silver tracks monetary expansion over long time horizons. This anchors the projection to the fundamental relationship between silver and the monetary base. INPUT FACTORS Gold - Strong Positive - Precious metals move together; silver amplifies gold M2 Supply - Positive - Inflation hedge; expands with monetary base DXY - Negative - Dollar strength pressures commodity prices S&P 500 - Variable - Risk sentiment indicator Dow Jones - Variable - Industrial/economic health proxy Nasdaq 100 - Variable - Growth/risk appetite indicator Russell 2000 - Variable - Small-cap risk sentiment VISUAL ELEMENTS Silver Line (Gray) - Actual silver price Yellow Line - Model's projected fair value Green Fill - Silver trading BELOW projection (potentially undervalued) Red Fill - Silver trading ABOVE projection (potentially overvalued) INFORMATION TABLE The indicator displays a real-time panel showing: Current correlation coefficients for each factor Dynamic weight allocation based on correlation strength Z-scores for each input factor Actual vs. projected silver price Percentage divergence from fair value Signal classification (Strong Buy to Strong Sell) SETTINGS Lookback Settings Correlation Period (default: 60) - Bars used for rolling correlations Regression Period (default: 120) - Bars for z-score normalization Smoothing Period (default: 10) - EMA smoothing on projection Weight Settings Use Auto Correlation Weights - Weights adjust dynamically based on correlation strength Manual Weights - Override with custom factor weights ALERTS Silver Extremely Undervalued (Z < -2) Silver Extremely Overvalued (Z > +2) Price crossed above projection Price crossed below projection BEST PRACTICES Use on daily timeframe for most reliable signals Combine with the companion Divergence Oscillator for timing Extreme divergences (>2 sigma) historically precede mean reversion Consider macro environment as correlations shift during different regimes Longer regression periods (150-250) for investing; shorter (60-90) for trading Disclaimer: This indicator is for educational purposes only. Past correlations do not guarantee future relationships. Always use proper risk management.
Pine Script® 인디케이터
bigcitytom의
COT Noncommercial Long/Short % Commodities -invincible3COT Noncommercial Long/Short % (Commodities) by invincible3 📊 Description The COT Noncommercial Long/Short % (Commodities) indicator visualizes Commitment of Traders (COT) data for major commodities, focusing specifically on Noncommercial (speculative) trader positioning. For each commodity, the indicator calculates the percentage share of Long vs Short positions held by noncommercial traders using official CFTC Legacy COT reports. Results are displayed in a stacked vertical bar table, allowing traders to instantly compare bullish vs bearish speculative bias across multiple commodities. This tool is designed for macro positioning analysis, sentiment confirmation, and inter-market comparison, rather than short-term price signals. 🧮 What Is Measured? For each commodity: Long %= Noncommercial Long/(Noncommercial Long + Noncommercial Short)x100 Short % = 100 - Long % Only Noncommercial traders (hedge funds, large speculators) are used — these participants tend to drive trend continuation and reversals. 📦 Included Commodities The indicator currently supports: Gold Silver Platinum Palladium Aluminum Copper Crude Oil Natural Gas Wheat Corn All assets use correct CFTC Legacy contract codes and are pulled directly via TradingView’s COT Library. 🟩🟥 Visual Layout Each commodity is represented by a stacked vertical column: Bright Green (Bottom) → Noncommercial Long % Dark Green (Top) → Noncommercial Short % Total column height = 100% positioning Above each column: L xx% → Long percentage (green) S xx% → Short percentage (dark) Below each column: Commodity label Commodities are automatically sorted (ascending) by Long %, allowing quick identification of: Most bearish-positioned markets (left) Most bullish-positioned markets (right) ⚙️ SETTINGS Data Futures Only Futures & Options Choose whether options positions are included in COT calculations. Display Bar Height (Cells) Controls vertical resolution of the stacked bars. Table Location Top-Right, Top-Left, Bottom-Right, Bottom-Left. Show Long / Short % Text Toggle percentage labels above each bar. Colors Long % Color Controls bullish positioning color. Short % Color Controls bearish positioning color. 🔍 HOW TO USE This indicator is best used for medium- to long-term analysis, not scalping. Common use cases: Sentiment confirmation Confirm price trends with speculative positioning. Extremes & crowding Identify heavily long or heavily short markets. Inter-market comparison Compare speculative bias across metals, energy, and agriculture. Reversal context Watch for price reversals when positioning becomes extremely one-sided. 🧠 Notes COT data updates weekly, not intraday 📌 Summary The COT Noncommercial Long/Short % (Commodities) indicator provides a clear, visual snapshot of speculative market sentiment across major commodity markets. It helps traders understand where large speculators are positioned, how crowded trades are, and which markets may be primed for continuation or reversal — all in a compact, easy-to-read table.
Pine Script® 인디케이터
invincible3의
Seasonal Strategies V1Seasonal Strategies V1 is a rule-based futures seasonality framework built around predefined calendar windows per asset. The strategy automatically detects the current symbol and activates long or short trading phases strictly based on historically observed seasonal tendencies. All entries and exits are fully time-based — no indicators, no predictions, no discretionary input. Key Features Asset-specific seasonal windows (MMDD-based) Automatic long and short activation Fully time-based entries and exits One position at a time (no pyramiding) Clean chart visualization using subtle background shading No indicators, no filters, no curve fitting Philosophy: This strategy is designed as a structural trading tool, not a forecasting model. It focuses on when a market historically shows seasonal tendencies — not why or how far price might move. Seasonal Strategies V1 intentionally keeps the chart clean and minimal, making it suitable as a baseline framework for research, portfolio-style seasonal approaches, or further extensions in later versions. Intended Use: Futures and commodity markets Seasonality research and testing Systematic, calendar-driven strategies Educational and analytical purposes Disclaimer This script is provided for educational and research purposes only. Past seasonal tendencies do not guarantee future performance. Risk management, position sizing, and portfolio decisions are the responsibility of the user.
Pine Script™ 전략
DerAndi72의
Liquidity X-Ray: Whale Traps [@Ash_TheTrader]👁️ Liquidity X-Ray: The Institutional Edge Stop Trading Blind. See Inside the Candle. Ninety percent of retail traders only see the outer shell of a candlestick—the Open, High, Low, and Close. They are trading blind to the actual battle that took place during that candle's formation. Institutions, however, use expensive Order Flow software to see where aggressive buying or selling is happening in real-time. The Liquidity X-Ray Strategy , developed by @Ash_TheTrader , levels the playing field. It uses advanced Intrabar Analysis to simulate institutional order flow footprints directly on your chart, automating powerful reversal signals based on "Absorption." --- 🧠 The Concept: Intrabar Analysis & Delta How does it work? Imagine a single 1-Hour candle . Inside that candle, there are sixty 1-Minute candles hidden from view. This strategy performs an "X-Ray" scan. It tunnels into the lower timeframes (e.g., 5-minute data inside a 1-hour bar) to calculate the Net Delta —the difference between aggressive buying volume and aggressive selling volume. Cyan Candles: Indicate that aggressive buyers (hitting the Ask) won the internal battle. Magenta Candles: Indicate that aggressive sellers (hitting the Bid) won the internal battle. But knowing who won isn't enough. The real edge comes from identifying Absorption . --- 🎯 The Signals: Detecting Traps & Shields The core philosophy of this strategy by @Ash_TheTrader is simple: Identify where high effort yields low results. When massive volume comes in, but price refuses to move, it means one side is being "absorbed" by a larger player. This is often the precursor to a violent reversal. 1. The Bear Trap (🪤) What you see: A candle with massive volume and aggressive internal buying (positive Delta), yet the candle body remains small and fails to push price significantly higher. The Psychology: Retail traders are FOMO-buying aggressively at a high. Institutional "Whales" are sitting on the other side, passively selling into this demand, absorbing all the buy orders. The Result: Once the buyers are exhausted, the trap snaps shut, and price reverses downward. Strategy Action: Enters a SHORT position. 2. The Bull Shield (🛡️) What you see: A candle with massive volume and aggressive internal selling (negative Delta), yet the candle body remains small and fails to push price lower. The Psychology: A "Stop Run" is occurring. Retail traders are panic-selling. Smart money is stepping in like a shield, absorbing all the sell pressure at a fixed level. The Result: Once the sellers are exhausted, there is no one left to sell, and price rallies upward. Strategy Action: Enters a LONG position. --- ⚡ Strategy Features & The Viral Dashboard This isn't just an indicator; it's a complete, automated trading system. Automated Execution: The script takes the trades for you when a Shield or Trap is confirmed upon candle close. Smart Risk Management: It automatically places Stop Losses beyond the wick of the signal candle and targets a default 2:1 Risk/Reward ratio . The Live Performance Panel: Look at the top right of your chart. The strategy features a built-in, professional-grade dashboard that displays real-time statistics. You can instantly see the strategy's Win Rate and Net Profit over the current historical data. "Numbers don't lie. Don't just guess if a setup works; watch the win rate adjust in real-time." — @Ash_TheTrader --- 🛠️ How to Use This Strategy For the best results, follow these institutional guidelines: 1. Timeframe: This strategy is most effective on Higher Timeframes where institutional volume is dominant. We recommend the 1-Hour (1H) or 4-Hour (4H) charts. 2. Intrabar Resolution (Settings): In the strategy settings, ensure the "Intrabar Resolution" is set lower than your chart timeframe. The default is 5 minutes , which is ideal for scanning inside 1H or 4H candles. 3. Confluence: While the strategy can be traded standalone, the best signals often occur near major support/resistance zones or key Fibonacci levels. --- ⚠️ Disclaimer This strategy uses request.security_lower_tf to perform its calculations. While highly accurate, past performance on the dashboard does not guarantee future results. Always manage your risk responsibly. Trade smart. See the liquidity. ~ @Ash_TheTrader
Pine Script® 인디케이터
Ash_TheTrader의
1
KINETIC GOLD NQ Velocity Breakout [Ash_TheTrader]🚀 Stop Guessing. Start Scalping with Physics. Introducing the KINETIC GOLD NQ ⚡ VELOCITY BREAKOUT System Author: Ash_TheTrader Assets: Gold (XAUUSD), Nasdaq (US100), Bitcoin (BTC) Style: High-Frequency Scalping (M1/M5) --- 🛑 The Problem: Why Most Indicators Fail You’ve been there. The RSI says "Oversold," so you buy. But price keeps crashing. The Moving Average crosses over, so you enter. But the trend is already over. Why? Because those indicators are lagging . They tell you what happened 10 candles ago. ⚡ The Solution: The "Physics" of Price Markets move like objects in the real world. They have Velocity (Speed) and Momentum (Mass). The Kinetic Velocity Breakout (KMB) system doesn't look at "Overbought" or "Oversold." It looks for FORCE . It answers one simple question: Is the market moving fast enough to pay me? --- 🧠 The 4 "Smart Logic" Features 1. The Velocity Speedometer 🏎️ Most candles are "noise." This system ignores them. It uses a Normalized Volatility Engine to detect when price hits "WARP SPEED". • Blue: Slow (Cruising). Don't touch. • Yellow: Accelerating. Get ready. • Red: WARP SPEED. Institutional money is entering. 2. The 1.5x Impulse Rule 💥 The algorithm strictly enforces the "1.5x Law." A signal ONLY fires if the breakout candle is 1.5 times larger than the average of the last 3 candles. • Result? No more fakeouts. We only trade real expansions. 3. "Smart Mode" AI Dashboard 🖥️ A heads-up display (HUD) lives on your chart, auto-detecting your trading environment: • Auto-Session: Tells you if you are in London, New York, or Asia. • Risk Mode: Shows if you are using "Aggressive" or "Normal" logic. • Status: Gives you a text readout like "READY ⚡" or "WAIT..." 4. Auto-Pilot Risk Management 🛡️ Scalping is fast. You don't have time to calculate Pips. • The script draws the lines for you. • As soon as a "ROCKET" signal appears, a Green TP Line (2x Reward) and Red SL Line appear instantly. --- 🎮 How to Trade: The 3-Step "Kinetic" Strategy This strategy is designed for Gold (XAUUSD) and Nasdaq (US100) on the 5-Minute Timeframe . Step 1: The "Yellow" Warning ⚠️ Watch the Smart Structure Lines (Dashed Lines). • If the candles turn Yellow or the Dashboard says "FAST" , wake up. • This means pressure is building against a key level. Step 2: The "Warp" Trigger 🚀 Wait for a Confirmed Breakout . You are looking for: 1. A candle closes OUTSIDE the dashed structure line. 2. The candle color is NEON CYAN (Bullish) or NEON MAGENTA (Bearish). 3. The Signal Label appears: "ROCKET" (Buy) or "DROP" (Sell). 👉 Rule: No Label? No Trade. The 1.5x Logic saves you from bad trades. Step 3: The Execution 💰 1. Enter at the close of the signal candle. 2. Stop Loss: Place it exactly on the Red Line provided by the indicator. 3. Take Profit: Place it on the Green Line . 4. Walk away. Let the physics work. --- ⚙️ Customizing Your Style The script comes with two built-in "Personalities": 🛡️ Normal Scalper (Default) • Best for: New traders, Funded Accounts. • Logic: Waits for strong confirmation. High Win Rate. • Risk: 1:2 Risk/Reward. ⚠️ QuickScalper (Aggressive) • Best for: Gold M1, Volatility Hunters. • Logic: Enters earlier on 1.2x Impulse. More signals, faster exits. • Risk: 1:1.5 Risk/Reward (Grab the cash and go). --- 👇 Get the Code Search for: KINETIC ⚡ in the TradingView library. "Markets are physics. Trade the Velocity, not the noise." — Ash_TheTrader
Pine Script® 인디케이터
Ash_TheTrader의
Ghost Scalp Protocol By [@Ash_TheTrader]👻 GHOST SCALP PROTOCOL 💀 Stop Getting Trapped. Start Tracking the Banks. Most retail traders lose because they enter exactly where institutions are exiting. They get caught in "Stop Hunts" and "Fake-Outs." The Ghost Scalp Protocol is not just an indicator; it is a complete institutional trading system designed for M1 & M5 Scalpers . It combines Smart Money Concepts (SMC) with a Physics-Based Momentum Engine (p=mv) to detect high-probability reversals. ⚛️ THE LOGIC: 3-STAGE CONFIRMATION This algorithm does not rely on lagging indicators. It uses a 3-step "Protocol" to validate every trade: 1. THE GHOST TRAP (Liquidity Sweeps) The script automatically draws "Ghost Lines" at key Swing Highs/Lows where retail Stop Losses are hiding. It waits for price to sweep these levels. The Signal: A Neon Skull (☠️) appears only if price aggressively rejects the level with high volume. This is the "Turtle Soup" pattern. 2. THE PHYSICS ENGINE (p = mv) Momentum is not just price speed; it is Mass (Volume) x Velocity (Range) . The dashboard calculates the "Force" of every candle. The Signal: An Arrow (⬆/⬇) appears when momentum surges 5x above the average. This confirms the banks are pushing the move. 3. BANK BIAS (Elasticity Filter) Markets move like a rubber band. The script calculates a hidden "Fair Value" baseline to create a trading Bias. It only looks for Shorts in PREMIUM (Shorting) zones and Longs in DISCOUNT (Accumulating) zones. 📊 THE SMART DASHBOARD (HUD) A futuristic, non-intrusive Heads-Up Display keeps you focused on the data that matters: • 🏦 BANK BIAS: Tells you if Institutions are likely Accumulating or Shorting . • 📈 HTF TREND: Automatically checks the 1-Hour Trend . Don't fight the tide. • 🚀 MOMENTUM: Real-time Physics calculation. Green Text = Acceleration, Red Text = Deceleration. • 🌍 SESSION: Shows active Bank Sessions (Tokyo, London, NY). It flashes ⚠️ OVERLAP ALERT (Gold) when London & New York are open simultaneously. 🔥 STRATEGY: HOW TO TRADE Use this checklist to execute high-probability scalps: 📉 SHORT SETUP (SELL) 1. Liquidity: Wait for price to break above a Red Ghost Line (Sweep Highs). 2. Signal: Wait for the Pink Skull ☠️ (Trap Detected). 3. Confluence: Dashboard Bias says "SHORTING" and HTF Trend is "BEARISH." 4. Entry: On the Close of the Skull candle. 5. Stop Loss: Just above the wick swing high. 📈 LONG SETUP (BUY) 1. Liquidity: Wait for price to break below a Blue Ghost Line (Sweep Lows). 2. Signal: Wait for the Blue Skull ☠️ (Trap Detected). 3. Confluence: Dashboard Bias says "ACCUMULATING" and HTF Trend is "BULLISH." 4. Entry: On the Close of the Skull candle. 5. Stop Loss: Just below the wick swing low. 🏆 RECOMMENDED PAIRS & TIMEFRAMES • ⚡ Best Timeframes: M1 (Sniper) and M5 (Standard Scalping). • 💎 Best Assets: Gold (XAUUSD), Nasdaq (US100), Bitcoin (BTCUSD), and Volatile Forex Pairs (GBPUSD). 🛠️ SETTINGS & CUSTOMIZATION • Surge Factor: Default is 5.0x for high-conviction signals. Lower to 3.0 for more frequency. • Smart Sessions: Automatically converts to New York Time (EST) regardless of your location. • Visuals: Designed with "Ghost Glow" technology—97% transparent backgrounds that look classy and don't clutter your chart. "The Ghost Algo sees what you can't." ~ Ash_TheTrader
Pine Script® 인디케이터
Ash_TheTrader의
Global Macro Scanner & Relative PerformanceDescription: This indicator is an all-in-one Macro Dashboard that allows traders to track money flow across major global asset classes in real-time. It combines a floating data table with a normalized percentage-performance chart. Features: Macro Dashboard (Table): Displays the current value, daily % change, and status (Inflow/Outflow) for 9 key economic sectors: US M2 Supply: Tracks monetary inflation/tightening. DXY (US Dollar): Currency strength. Bonds (AGG): US Aggregate Bond market. Stocks (VT): Total World Stock Index. Real Estate (VNQ): Vanguard Real Estate ETF. Commodities: Oil (WTI), Gold, and Silver. Crypto: Total Crypto Market Cap. Relative Performance Chart (Lines): Instead of plotting raw prices (which have vastly different scales), this script plots the Percentage Return relative to a baseline. Lookback Period: You can set a lookback (default 100 bars). The script sets the price 100 bars ago as "0%" and plots how much each asset has gained or lost since then. Comparison: This allows you to visually see which assets are outperforming or underperforming relative to each other over the same time period. Visual Aids: Dynamic Labels: Each line is tagged with a label at the current candle so you can identify assets without needing a legend. Colors: Each asset has a distinct, fixed color for consistency between the table and the chart. How to use: Add the script to your chart. Adjust the "Lookback" setting in the inputs to change the starting point of the comparison (e.g., set it to the start of the year to see Year-to-Date performance). Use the dashboard to spot daily money flow rotation (e.g., Money moving out of Stocks and into Gold).
Pine Script® 인디케이터
armigoldman의
Ash_TheTrader: Institutional Truth / Volume ProfileSTOP GUESSING. See the Institutional Truth. (No Repaint) Most retail traders are trading blind. You are looking at lagging moving averages and "magic" lines that disappear when the price moves against them. The institutions? They are trading Liquidity. For months, I have been developing a proprietary engine that strips away the noise and reveals the Statistical Truth of the market. This is not just another "buy/sell" indicator. This is an Institutional Liquidity Engine designed to show you exactly where the money is hiding. Introducing: Ash_TheTrader: Institutional Truth 👁️ What is "The Truth"? This script utilizes an Auto-Anchored Liquidity Engine that automatically detects the start of true market cycles. It builds a real-time profile of volume, delta, and imbalance to answer one simple question: Who is actually in control? It features a "Black Box" Signal Engine that refuses to repaint. If it says BIAS ↑ , the institutional flow is bullish. Period. 🚀 Key Features • 🚫 NO REPAINT Bias: Signals are mathematically locked. They never disappear. • 🏦 Institutional Logic: It filters out "Retail Traps." If price hasn't reclaimed the Value Level (POC), it won't signal a trade—saving you from buying the top. • ⚡ Dual-Core Engine: Switch between Swing Mode (Macro Trends) and Scalp Mode (M1/M5 Aggressive Algorithms). • 🧱 Liquidity Walls: Bright Neon blocks appear where 75%+ of volume is one-sided. This is where you place your limit orders. 📚 Step-by-Step: How to Trade "The Truth" 1. Choose Your Engine Go to Settings > Algorithm Mode. • Select "Normal (Swing)" for H1/H4 trend trading (Higher Winrate). • Select "Scalp (Aggressive)" for M1/M5/M15 (Faster Signals). 2. The "Green Light" Setup (Long) • Wait for the Dashboard: Look for the signal ✅ SWING BIAS ↑ or ⚡ SCALP BIAS ↑ . • Check the Trap: Ensure the text does NOT say "⚠️ TRAP." • Entry: Enter on the close of the candle. • Stop Loss: Place below the Yellow "Truth" Level (Point of Control) or the recent Swing Low. 3. The "Brick Wall" Scalp • If you see a bright NEON RED block appear on the profile, that is a Bearish Wall . • Price will often bounce off this level aggressively. • Strategy: Place a Sell Limit order at the Neon Red block for a quick reaction trade. 4. The Divergence Warning • Keep an eye on the bottom banner of the dashboard. • If you are Long, but you see a big RED "BEARISH DIV" warning, take profit immediately. The institutions are leaving the trade. ⚠️ A Warning This tool is powerful, but it reveals the reality of the market. Sometimes the Dashboard will say "⚠️ ACCUMULATING" or "⚠️ NEUTRAL." Do not force a trade. The secret to a high winrate is knowing when not to trade. Let the engine do the work. Add it to your chart now. Stop guessing. Cheers, @Ash_TheTrader
Pine Script® 인디케이터
Ash_TheTrader의
Ash_TheTrader Algo : Smart Structure & Liquidity🚀 The "Code" to Market Structure: How to Find the Real Trend with "Ash_TheTrader Algo" Why do 90% of traders fail? Because they try to catch falling knives instead of riding the wave. They buy support in a downtrend. They sell resistance in an uptrend. They get crushed by the "Trend." But seeing the real Market Structure in real-time is hard... until now. I have engineered the Ash_TheTrader Algo to solve the biggest problem in trading: Directional Bias. It automates Institutional Market Structure (SMC) so you never trade against the flow of money again. Here is how to use the "Structure & Zones" engine to trade like a pro. --- 🧠 THE ENGINE: How "Ash_TheTrader " Maps the Market Retail traders look at price. Institutions look at Structure . This Algo visualizes the institutional roadmap: 1. The Roadmap (Smart Structure): It automatically detects BOS (Break of Structure) for trend continuation and CHoCH (Change of Character) for trend reversals. No more guessing if the trend has changed. 2. The Fortress (Smart Zones): It draws High-Timeframe (HTF) Supply & Demand zones. Crucially, these are Auto-Flipping —if a Supply Zone is broken, it turns into Demand instantly. 3. The Verification (Dashboard): It doesn't just show one timeframe. It checks if the LTF (Lower Timeframe) and HTF (Higher Timeframe) structures align. --- 📉 THE STRATEGY: The "Zone & Structure" Play Stop taking random trades. Use this "Structure-First" checklist. 🟢 SETUP 1: The "Trend Continuation" Buy Step 1: Check the Bias. Look at the Dashboard. Is the HTF Trend 🟢 ? If yes, we are only looking for Buys. Do not fight the big money. Step 2: The Pullback to the Wall. Wait for price to drop into a Blue Zone (HTF Demand) or a Flipped Support Zone . Patience is key. Let the price come to your fortress. Step 3: The Structure Shift (The Trigger). Once inside the zone, we need proof that buyers are stepping in. ▪️ Look for a Bullish CHoCH or BOS label to print. ▪️ Watch the Dashboard Pace turn Green (▲▲) . 👉 ENTRY: On the close of the candle that creates the BOS/CHoCH. 🛑 STOP LOSS: Below the recent Structural Low or the Blue Zone. 🎯 TAKE PROFIT: The next unmitigated Red Zone (Supply) or the Weak High. --- 🔴 SETUP 2: The "Structural Reversal" Sell Step 1: Identify the Exhaustion. Price rallies into a major Orange Zone (HTF Supply) . The Dashboard shows Pace is slowing down or hitting extreme exhaustion. Step 2: The Break of the Floor. Do not sell just because it touched the line. Wait for the algo to print a Bearish CHoCH . This confirms that the uptrend structure has been broken and bears are in control. Step 3: Dashboard Confirmation. Check the Dashboard: ▪️ Is the LTF Trend flipping to Red? 🔴 ▪️ Is the Volume validating the move? 👉 ENTRY: On the retest of the broken structure or immediately after the CHoCH. 🛑 STOP LOSS: Above the Structural High or the Orange Zone. 🎯 TAKE PROFIT: The next Blue Zone (Demand) or Weak Low. --- ⚡ PRO TIPS: MASTERING THE ZONES ▪️ The "Zone Flip" is Powerful: If price smashes through an Orange Supply Zone with a strong BOS , that zone will turn Blue . This "Flip" is often the highest probability entry for a retest trade. ▪️ Full Alignment = Full Risk: When the Dashboard shows HTF 🟢 AND LTF 🟢 , you have "Full Alignment." These are your A+ setups. Increase confidence here. ▪️ Don't ignore the Sweeps: Even when trading structure, keep an eye on the Sweep 🧹 labels. A Sweep of a low followed by a CHoCH is the strongest reversal signal in existence. --- 📥 HOW TO START Market Structure is the language of the banks. This tool translates it for you. 1. Add "Ash_TheTrader Algo : Smart Structure & Liquidity" to your chart. 2. Go to Settings -> Visuals. Ensure "Show BOS / CHoCH" and "Show HTF Zones" are ON. 3. Study the Flow: Look at how price respects the Blue/Orange zones. Notice how the Trend colors on the Dashboard predict the next leg. Stop guessing the direction. Let the Structure guide you. Trade Smart, Stay Disciplined. ~ @Ash_TheTrader
Pine Script® 인디케이터
Ash_TheTrader의
Market Compression & Entropy VectorOverview This indicator measures market energy states and directional bias using concepts from information theory. It detects when markets are "coiling" (compression) versus "expanding" (decompression), and predicts early pivot points before they fully form. Core Concepts Compression-Decompression (0-1 scale) Compression (blue): Low volatility, narrow ranges. Energy building for breakout. Decompression (orange): High volatility, trending. Energy releasing. Entropy Vector (-1 to +1) Derived from buy/sell pressure using Shannon entropy: Positive: Bullish bias (buyers dominating) Negative: Bearish bias (sellers dominating) Near zero: Indecision Early Pivot Detection Predicts reversals using 5 confluence factors: Entropy vector crossing zero Momentum exhaustion (rate of change reversal) Compression exit (breakout from consolidation) Price-entropy divergence Extreme entropy readings Signals Signal Meaning BUY Exiting compression with bullish entropy SELL Exiting compression with bearish entropy TOP (diamond) High probability of downward reversal BTM (diamond) High probability of upward reversal Key Settings Pivot Sensitivity (1-10): Higher = more pivot signals Pivot Score Threshold (30-90): Minimum score to trigger pivot marker Compression/Decompression Thresholds: Define phase boundaries Info Table Displays real-time metrics including compression score, entropy vector, directional bias, and pivot prediction scores for tops/bottoms. Best Use Wait for compression phase (blue background) Watch entropy vector for directional bias Enter when pivot signal aligns with entropy direction Use decompression phase for trend-following Tags: entropy, compression, pivot detection, reversal, momentum, volatility
Pine Script® 인디케이터
esshka의
Forexsebi - GOLD Psychological Levels - TrendflowPsychological GOLD levels every $50 with clear zones, highlighted $100 & $500 levels, SMA 50 & 200, and a multi-timeframe trend table. Perfect for structure, trend, and rejection trading on XAUUSD. Psychologische GOLD-Levels in 50-Dollar-Abständen mit klaren Zonen, 100- & 500-Dollar-Highlights, SMA 50 & 200 sowie einer Multi-Timeframe Trend-Tabelle. Ideal für Struktur-, Trend- und Rejection-Trading auf XAUUSD. Key Features Psychological Gold Levels Automatic levels every $50 Adjustable number of levels above and below current price Highlighted zones around each level for clearer reaction areas Special Level Highlighting $100 levels (xx00) highlighted for medium importance $500 levels (x000 / x500) marked as major psychological levels Different colors and stronger line thickness for key zones Price Labels Clean price labels displayed on the chart Special symbols for 100 and 500 dollar levels Trend Analysis with SMAs SMA 50 & SMA 200 plotted directly on the chart Individually toggleable Clear color separation for fast trend recognition Multi-Timeframe SMA Trend Table Trend status (BULLISH / BEARISH / NEUTRAL) across: 5M, 15M, 1H, 4H, 1D Logic: Price relative to SMA 50 & SMA 200 Color-coded, easy-to-read table Displays the current trading session (Asia, Frankfurt, London, NY) Info Box Current Gold price Nearest psychological level above and below price Alert System Alerts when price approaches a psychological level User-defined alert distance Distinction between normal, $100 and $500 levels
Pine Script® 인디케이터
SDTradingInsights의
LuxyEnergyIndexThe Luxy Energy Index (LEI) library provides functions to measure price movement exhaustion by analyzing three dimensions: Extension (distance from fair value), Velocity (speed of movement), and Volume (confirmation level). LEI answers a different question than traditional momentum indicators: instead of "how far has price gone?" (like RSI), LEI asks "how tired is this move?" This library allows Pine Script developers to integrate LEI calculations into their own indicators and strategies. How to Import //@version=6 indicator("My Indicator") import OrenLuxy/LuxyEnergyIndex/1 as LEI Main Functions `lei(src)` → float Returns the LEI value on a 0-100 scale. src (optional): Price source, default is `close` Returns : LEI value (0-100) or `na` if insufficient data (first 50 bars) leiValue = LEI.lei() leiValue = LEI.lei(hlc3) // custom source `leiDetailed(src)` → tuple Returns LEI with all component values for detailed analysis. = LEI.leiDetailed() Returns: `lei` - Final LEI value (0-100) `extension` - Distance from VWAP in ATR units `velocity` - 5-bar price change in ATR units `volumeZ` - Volume Z-Score `volumeModifier` - Applied modifier (1.0 = neutral) `vwap` - VWAP value used Component Functions | Function | Description | Returns | |-----------------------------------|---------------------------------|---------------| | `calcExtension(src, vwap)` | Distance from VWAP / ATR | float | | `calcVelocity(src)` | 5-bar price change / ATR | float | | `calcVolumeZ()` | Volume Z-Score | float | | `calcVolumeModifier(volZ)` | Volume modifier | float (≥1.0) | | `getVWAP()` | Auto-detects asset type | float | Signal Functions | Function | Description | Returns | |---------------------------------------------|----------------------------------|-----------| | `isExhausted(lei, threshold)` | LEI ≥ threshold (default 70) | bool | | `isSafe(lei, threshold)` | LEI ≤ threshold (default 30) | bool | | `crossedExhaustion(lei, threshold)` | Crossed into exhaustion | bool | | `crossedSafe(lei, threshold)` | Crossed into safe zone | bool | Utility Functions | Function | Description | Returns | |----------------------------|-------------------------|-----------| | `getZone(lei)` | Zone name | string | | `getColor(lei)` | Recommended color | color | | `hasEnoughHistory()` | Data check | bool | | `minBarsRequired()` | Required bars | int (50) | | `version()` | Library version | string | Interpretation Guide | LEI Range | Zone | Meaning | |-------------|--------------|--------------------------------------------------| | 0-30 | Safe | Low exhaustion, move may continue | | 30-50 | Caution | Moderate exhaustion | | 50-70 | Warning | Elevated exhaustion | | 70-100 | Exhaustion | High exhaustion, increased reversal risk | Example: Basic Usage //@version=6 indicator("LEI Example", overlay=false) import OrenLuxy/LuxyEnergyIndex/1 as LEI // Get LEI value leiValue = LEI.lei() // Plot with dynamic color plot(leiValue, "LEI", LEI.getColor(leiValue), 2) // Reference lines hline(70, "High", color.red) hline(30, "Low", color.green) // Alert on exhaustion if LEI.crossedExhaustion(leiValue) and barstate.isconfirmed alert("LEI crossed into exhaustion zone") Technical Details Fixed Parameters (by design): Velocity Period: 5 bars Volume Period: 20 bars Z-Score Period: 50 bars ATR Period: 14 Extension/Velocity Weights: 50/50 Asset Support: Stocks/Forex: Uses Session VWAP (daily reset) Crypto: Uses Rolling VWAP (50-bar window) - auto-detected Edge Cases: Returns `na` until 50 bars of history Zero volume: Volume modifier defaults to 1.0 (neutral) Credits and Acknowledgments This library builds upon established technical analysis concepts: VWAP - Industry standard volume-weighted price measure ATR by J. Welles Wilder Jr. (1978) - Volatility normalization Z-Score - Statistical normalization method Volume analysis principles from Volume Spread Analysis (VSA) methodology Disclaimer This library is provided for **educational and informational purposes only**. It does not constitute financial advice. Past performance does not guarantee future results. The exhaustion readings are probabilistic indicators, not guarantees of price reversal. Always conduct your own research and use proper risk management when trading.
Pine Script® 라이브러리
orenluxy의
2
swing indicator Installation & Configuration - swing Indicator ⚙️ Parameter Configuration "Settings" Group (General Parameters) Show Moving Average: Show/hide the OI moving average ✅ Recommended: Enabled to visualize the trend Helps identify if OI is above or below its average MA Period: Moving average period (default: 20) 📊 Common values: 20: Short/medium term trend (responsive) 50: Medium term trend (balanced) 100: Long term trend (stable) Compare with Volume: Display normalized volume in background 💡 Useful to compare OI evolution with volume Helps identify divergences between Open interest (oi) and Volume OI Significant Change Threshold: Detection threshold for significant changes Available options: 10%, 15%, 20%, 25%, 30%, 40% 🎯 10-15%: High sensitivity (many signals, possible noise) 🎯 20-25%: Normal sensitivity (moderate signals, recommended) 🎯 30-40%: Low sensitivity (rare but very significant signals) ⚡ This threshold determines when green/red triangles appear Manual OI Symbol (optional): Manually enter the OI symbol 📝 Leave empty for automatic detection ⚙️ Use only if your symbol is not automatically recognized Manual example: COMEX:GC1!_OI for gold "Visual Signals" Group Show Triangles (Significant Changes): Show/hide triangles ▲ GREEN Triangle = Significant OI increase (> configured threshold) ▼ RED Triangle = Significant OI decrease (< -configured threshold) ✅ Recommended: Enabled to see important changes 💡 Disable if you find the chart too cluttered Show Circles (MA Crossovers): Show/hide circles ● GREEN Circle = OI crosses MA upward ● RED Circle = OI crosses MA downward ✅ Recommended: Enabled if you use MA crossover strategy 💡 Disable if you focus only on OI variations "Style" Group (Color Customization) OI Color: Main Open Interest histogram color Default: Blue 🎨 Customize according to your visual preferences OI Rising: Histogram color when OI increases Default: Transparent green Subtle display of direction OI Falling: Histogram color when OI decreases Default: Transparent red Subtle display of direction MA Color: Moving average color Default: Orange Should contrast with OI color Volume Color: Normalized volume background color Default: Transparent gray Discreet enough not to hinder reading 📊 Reading the Information Panel The panel at the top right of the chart displays: By: Alphaomega18 Indicator creator's signature ⚠️ WARNING: OI symbol not detected Only appears if OI symbol is not automatically detected Action: Check symbol or enter manually Open Interest Current Open Interest value Format: number of contracts (e.g., 485.2K = 485,200 contracts) Change OI % change from previous bar 🟢 Green = OI increase 🔴 Red = OI decrease Ex: +2.45% = OI increased by 2.45% Threshold Displays configured threshold for alerts Ex: "25%" = alerts triggered at +25% or -25% Yellow color for visibility MA(20) Current moving average value Number in parentheses indicates period Ex: MA(50) if you configured a 50 period Signal 🟢 Strong Trend: OI > MA → Strong participation, solid trend 🔴 Weak Trend: OI < MA → Weak participation, fragile trend 🎯 Visual Signals on Chart Triangles (Significant Changes) ▲ GREEN Triangle (bottom of chart) Meaning: Significant OI increase Trigger: OI increases more than configured threshold Example: If threshold = 25%, triangle appears when OI +25% or more 📈 Interpretation: New contracts opened = growing interest ▼ RED Triangle (bottom of chart) Meaning: Significant OI decrease Trigger: OI decreases more than configured threshold Example: If threshold = 25%, triangle appears when OI -25% or less 📉 Interpretation: Massive position closing = disengagement Circles (Moving Average Crossovers) 🟢 GREEN Circle (bottom of chart) Meaning: OI just crossed MA upward Signal: Open interest back above its average 📊 Interpretation: Interest returning, potential trend start 🔴 RED Circle (top of chart) Meaning: OI just crossed MA downward Signal: Open interest back below its average 📊 Interpretation: Decreasing interest, potential weakening 🔔 Alert Configuration Create an alert: Right-click on chart → "Add Alert" (or ALT + A) In "Condition", select "Open Interest" Choose alert type from 4 available Configure notification options Click "Create" Available alert types: OI Significant Increase Triggers when OI increases beyond configured threshold Example: Threshold 25% → Alert if OI +25% or more Use: Detect massive influx of new contracts OI Significant Decrease Triggers when OI decreases beyond configured threshold Example: Threshold 25% → Alert if OI -25% or less Use: Detect massive position closing OI crosses MA up Triggers when OI crosses its moving average upward Condition: OI was below MA and crosses above Use: Identify interest returning OI crosses MA down Triggers when OI crosses its moving average downward Condition: OI was above MA and crosses below Use: Identify decreasing interest Notification configuration: ✉️ Email: Receive alert via email 📱 SMS: Receive alert via SMS (subscription required) 🔔 Popup: Notification on TradingView 📲 App: Notification on TradingView mobile app 🔗 Webhook: Send alert to external system 💡 Advanced Interpretation Combined OI + Price Analysis: Open InterestPriceInterpretationSuggested Action↑ Rising↑ Rising🟢 STRONG UptrendNew buyers entering, robust trend, consider long positions↑ Rising↓ Falling🔴 STRONG DowntrendNew sellers entering, bearish pressure, consider short positions↓ Falling↑ Rising📊 Short coveringClosing short positions, potentially temporary move↓ Falling↓ Falling📊 Long liquidationClosing long positions, potentially temporary move OI vs Moving Average: OI > MA (Signal: Strong Trend) Open interest above its average Market participation above normal Trend supported by growing interest ✅ Increased confidence in market direction OI < MA (Signal: Weak Trend) Open interest below its average Market participation below normal Potentially fragile trend ⚠️ Caution: trend lacks conviction OI vs Volume: Rising OI + Rising Volume New contracts + high trading activity 💪 Very strong trend signal Falling OI + Rising Volume Position closing + high activity ⚡ Potential reversal or massive profit-taking Stable OI + Rising Volume Transfer of positions between traders 🔄 Changing hands, no new commitments 🛠️ Troubleshooting ❌ Issue: "⚠️ WARNING - OI symbol not detected" ✅ Solutions: Check contract symbol Make sure you're on a continuous futures contract (e.g., GC1!, CL1!) Not on a specific contract (e.g., GCZ2024) Enter symbol manually Go to Settings → Manual OI Symbol Format: EXCHANGE:SYMBOL_OI Examples: Gold: COMEX:GC1!_OI WTI Crude: NYMEX:CL1!_OI Natural Gas: NYMEX:NG1!_OI Check data availability Not all markets have public OI data Verify on TradingView if OI data exists ❌ Issue: No data displayed (empty chart) ✅ Solutions: Change timeframe OI is generally published daily Switch to Daily (1D) or Weekly (1W) Intraday timeframes may not have data Check data connection Refresh TradingView page Check your TradingView subscription (some data requires subscription) Test on another market Try with gold (COMEX:GC1!) which always has OI data If it works, problem comes from initial market ❌ Issue: Too many visual signals (cluttered chart) ✅ Solutions: Increase detection threshold Settings → OI Significant Change Threshold Change from 20% to 30% or 40% Fewer signals, but more significant Disable some signals Visual Signals → Uncheck "Show Triangles" or "Show Circles" Keep only the most important signals for you Adjust colors Style → Reduce color opacity Make signals more discreet visually ❌ Issue: Not enough signals ✅ Solutions: Reduce detection threshold Settings → OI Significant Change Threshold Change to 10% or 15% More signals, but beware of noise Enable all signals Visual Signals → Check "Show Triangles" AND "Show Circles" Full display of all events Reduce MA period Settings → MA Period → Change from 20 to 10 More responsive MA = more crossovers 📈 Compatible Markets (Auto-detection) ✅ Energy (NYMEX) CL, CL1!: WTI Crude Oil BZ, BZ1!: Brent Crude NG, NG1!: Natural Gas RB, RB1!: RBOB Gasoline HO, HO1!: Heating Oil ✅ Precious Metals (COMEX/NYMEX) GC, GC1!: Gold SI, SI1!: Silver PL, PL1!: Platinum PA, PA1!: Palladium HG, HG1!: Copper ✅ Industrial Metals (LME) ALI, ALI1!: Aluminum ZNC, ZNC1!: Zinc NI, NI1!: Nickel ✅ Agriculture - Grains (CBOT) ZC, ZC1!: Corn ZW, ZW1!: Wheat ZS, ZS1!: Soybeans ZM, ZM1!: Soybean Meal ZL, ZL1!: Soybean Oil ZO, ZO1!: Oats ZR, ZR1!: Rice ✅ Agriculture - Softs (ICE) SB, SB1!: Sugar KC, KC1!: Coffee CC, CC1!: Cocoa CT, CT1!: Cotton OJ, OJ1!: Orange Juice ✅ Livestock (CME) LE, LE1!: Live Cattle GF, GF1!: Feeder Cattle HE, HE1!: Lean Hogs ✅ Other LBS, LBS1!: Lumber (CME) 🎓 Usage Tips For beginners: Start with default parameters (threshold 25%, MA 20) Enable all visual signals Focus on liquid markets (gold, crude oil) Observe how OI reacts to price movements For intermediate traders: Adjust threshold according to market volatility (15-30%) Combine with other technical indicators Create alerts for significant changes Analyze OI/Price divergences For advanced traders: Use multiple MA periods (20, 50, 100) Analyze OI/Volume/Price correlation Configure alerts on multiple timeframes Integrate into complete trading strategy 📊 Practical Example Scenario: Gold Trading (COMEX:GC1!) Initial setup: Threshold: 20% (gold volatile) MA: 20 days All signals enabled Timeframe: Daily (1D) Observation: Gold price: Uptrend OI: ▲ Green triangle (increase of +22%) Signal: 🟢 Strong Trend (OI > MA) Interpretation: New buyers massively entering Uptrend supported by OI Strong market conviction Action: ✅ Long position validated by OI Stop loss below technical support Monitor if OI continues to increase ✨ Made by Alphaomega18
Pine Script® 인디케이터
Alphaomega18의
XAUMO MegaBar VSA by Mohamed Mahmoud XAUMO MegaBar VSA — Smart Money Breakout & Reversal Engine for XAUUSD (Educational Use Only) 1) WHAT THIS INDICATOR DOES XAUMO MegaBar VSA is an institutional-style smart money engine for XAUUSD designed to show you what professional money is doing, not just where price is moving. It combines: - MegaBar detection on 1H and 15m - VSA (Volume Spread Analysis) events - VPOC / WVPOC and volume clusters - Liquidity sweeps, CHoCH, order blocks, FVGs - Full Fibonacci leg mapping (retracements + extensions) - Pre-built execution ladders (Entry, SL, TP1–TP4, Reverse Fib trades) All in one dashboard with: - Color-coded candles - Clean, ATR-offset labels - Optional tables and debug panels So traders can quickly decide: “Is this move driven by smart money, or is it just noise?” 2) CORE MODULES & FEATURES A) SESSION + ACCUMULATION / DISTRIBUTION CONTEXT - Session filter: London, New York, Overlap, or custom. - Accumulation / distribution zones shaded on chart with adjustable colors/opacity. - Quick legend so you always know if the market is in “smart money accumulation” or “distribution”. HOW TRADERS USE IT: Focus only on your trading session and instantly see if volume is building (accumulation), unloading (distribution), or flat. This helps you avoid trading in dead liquidity. -------------------------------------------------- B) MEGABAR ENGINE + FIB MAP - Automatically detects “MegaBars” (institutional candles) on 15m and 1H. - Uses body size, range, and volume to pick only meaningful bars. - Builds a full Fibonacci map from each active MegaBar: • Retracements: 0, 13, 23.6, 38.2, 50, 61.8, 78.6, 86.2, 100, and -33. • Extensions: 125% up to 600%+ (configurable ladder). - Per-level style controls: • Color, width, line style (solid/dotted/dashed). • Optional price labels with ATR-based offsets. - Main Fib legend that explains shallow / normal / deep reload zones. HOW TRADERS USE IT: You stop guessing where to buy or sell. You trade around the institutional leg: - Buy dips into defined reload zones after bullish MegaBars. - Sell rallies into extension zones after bearish MegaBars. - Use clean, pre-mapped structure for both scalps and swings. -------------------------------------------------- C) VSA ENGINE + CANDLE LABELING - Detects a full set of VSA events such as: • No Demand / No Supply • Stopping Volume • Absorption • Springs / Upthrusts • Buying Climax / Selling Climax • Bullish / Bearish EVR • Tests and confirmed VSA signals at S/R - Enhances with: • Body vs total range analysis • Wick dominance for exhaustion vs aggression • Momentum and volume confirmation filters HOW TRADERS USE IT: Each label becomes a “comment” from smart money on the chart: - “No Demand” near resistance + weak RVOL = skip long entries. - “Stopping Volume” + spring at Fib reload zone + VPOC cluster = potential high-quality long. - Combine VSA with the MegaBar Fib map and volume profile for structured decisions. -------------------------------------------------- D) SUPERSONIC BREAKOUT ENGINE - Calculates a breakout strength score using: • RVOL and volume expansion • Spread expansion vs recent bars • Body quality (body vs range) • Bar progress (how much of the candle’s time has elapsed) - Differentiates: • Potential vs confirmed breakouts • Strong, volume-backed moves vs weak spikes - Optional debug label explaining: • Momentum score • Volume ratio and RVOL • Spread behaviour • Body quality • Bar elapsed % HOW TRADERS USE IT: You avoid chasing every big candle. You only act when: - Breakout strength is high, - Volume confirms the move, - Structure (Fib / VPOC / CHoCH) is aligned. -------------------------------------------------- E) VPOC / WVPOC CLUSTERS & DYNAMIC ZONES - Tracks real-time VPOC and WVPOC. - Identifies VPOC/WVPOC clusters as powerful S/R zones. - Confirms bullish or bearish breaks when price clears these levels with volume. - Provides dynamic SL and TP logic: • SL near/behind VPOC with ATR buffer. • TP ladders aligned with volume structure. HOW TRADERS USE IT: You anchor your risk to where the most volume traded, not random price points: - Use VPOC as a rational stop placement. - Treat VPOC/WVPOC clusters as “coiled springs” – zones where large moves often start. -------------------------------------------------- F) SMART MONEY ENTRY ENGINE (1H + 15M MEGABARS) - Uses MTF `request.security` logic to bring 1H MegaBars into lower timeframes. - Identifies: • 1H + 15m confluence entries (A-grade setups). • Single-TF entries (B-grade setups). - Pre-calculates for each scenario: • Entry level (Fib-based within the MegaBar range). • Stop loss (beyond range or leg-based). • TP1–TP4 along Fib extensions / structure. - Labels show: • “Entry = …” • “SL = …” • “TP1 = … / TP2 = … / TP3 = … / TP4 = …” with adjustable font size and ATR-based offsets. - Optional “show only latest” mode to keep your chart clean. - Alert-ready so you can receive notifications when conditions are met. HOW TRADERS USE IT: You get a fully defined execution ladder: - The engine tells you where a logical entry is, - Where a logical SL should be, - And how to scale out with multiple targets. You can use: - Confluence setups for main trades, - Single-TF setups for more frequent but lower conviction trades. -------------------------------------------------- G) REVERSE FIB TRADING MODULE - Triggers after extended moves when key TPs are hit. - Looks for: • Rejection candles at or beyond major extensions. • Exhaustion + VSA confirmation. - Builds a reverse (counter-trend) Fib plan: • Counter-trend entry from extension extremes. • TP ladder based on 0.618, 0.786, 1.236, 1.382, 1.5, 1.618, 2.0, etc. • SL and TSL based on ATR and Fib distance. - ATR timeframe adapts to chart timeframe. HOW TRADERS USE IT: You can fade overextended moves once structure and P/A agree: - Trend traders can use it to tighten or exit. - Counter-trend traders can structure “fade” setups with defined risk. -------------------------------------------------- H) LIQUIDITY SWEEPS, CHoCH, ORDER BLOCKS, FVGs - Detects sweeps above highs and below lows (liquidity grabs). - Marks CHoCH (Change of Character) when structure flips with volume. - Basic smart money order block detection (bullish / bearish). - FVGs (Fair Value Gaps) shaded on chart, removed when filled. HOW TRADERS USE IT: Combine sweeps + CHoCH + MegaBar + VSA + VPOC: - Join clean, volume-backed continuations. - Fade obvious stop hunts when they reject into strong zones. -------------------------------------------------- I) VSA + BREAKOUT DASHBOARD TABLE (OPTIONAL) - Compact table with: • VSA context • Breakout score • RVOL / volume status • Spread and candle quality • ATR regime • Close position within the bar • VPOC and elapsed bar percentage HOW TRADERS USE IT: Before pressing the button, glance at the table: - Is volatility supportive? - Is volume confirming? - Is this a clean breakout or a tired move? This pushes you toward rule-based execution and away from impulse. -------------------------------------------------- 3) TYPICAL TRADING WORKFLOW WITH XAUMO MEGABAR VSA A) Pick timeframe and session - Use 15m or 1H on XAUUSD. - Align the indicator’s session inputs with your actual trading hours. B) Read context first - Check accumulation / distribution zones. - Look at VSA events and the breakout engine. - Note where VPOC / WVPOC are relative to price. C) Find the active MegaBar and its Fib structure - Identify the most recent bull/bear MegaBar. - See if price is: • Pulling back into reload zones, • Breaking out of them, • Or extending into high-risk zones. D) Wait for smart money confirmation - Look for: • Confluence setups (1H + 15m MegaBars), • Strong breakout score, • Valid VSA signals, • Helpful structure: CHoCH, FVG, sweeps. E) Execute using the printed ladders - Use the on-chart Entry / SL / TP labels as your execution framework. - Adjust lot size and risk % according to your own plan. F) Manage and exit - Use ATR / VPOC logic to trail or lock profits. - Rotate to reverse Fib setups if extensions look exhausted. 4) WHO THIS INDICATOR IS FOR - Gold traders (XAUUSD CFD or spot) on 15m and 1H. - Traders who prefer institutional structure (volume, VPOC, SMC, Fib) over simple indicators. - Traders who want pre-structured entries, SL, and TP ladders without losing flexibility. - Advanced students of VSA and smart money concepts who want everything in one tool. 5) FULL EDUCATIONAL DISCLAIMER (READ CAREFULLY) - This indicator and all descriptions are for EDUCATIONAL PURPOSES ONLY. - NOTHING in this script, its labels, tables, alerts, outputs, or documentation is: • Investment advice • Trading advice • A recommendation to buy or sell any asset • A signal service or portfolio management tool - Markets are risky. Trading leveraged instruments such as CFDs, futures, or margin products involves a HIGH RISK of loss, including the possible loss of ALL invested capital. - Past performance, backtests, or hypothetical examples DO NOT guarantee future results. - Any probabilities, scores, or “quality levels” shown by the indicator are purely algorithmic and DO NOT represent guarantees or promises of profit. - You are solely responsible for: • Your position sizing • Your leverage • Your entries, exits, and risk management • Compliance with local regulations and tax rules - Before trading live with real money, you should: • Thoroughly backtest and forward-test the indicator. • Use a demo account to understand how signals behave in real time. • Consult a licensed financial professional if you need personalised investment or trading advice. - By using this indicator: • You accept that the author and any associated entities or brands (including XAUMO, XAUMO indicators, and any promotional text) bear NO LIABILITY for any financial losses, missed gains, or decisions you make based on this tool. • You agree that you are acting entirely at your own risk and that all outputs are informational and educational, not prescriptive trading instructions. In short: Use XAUMO MegaBar VSA as a powerful educational and analytical companion, NOT as a substitute for your own independent judgment, testing, and risk control. ===================================================== XAUMO MegaBar VSA — محرّك البريك آوت و الريفرسال بتاع السمارت ماني للدهب ( استخدام تعليمي بس) 1) المؤشّر ده بيعمل إيه؟ XAUMO MegaBar VSA معمول مخصوص للـ XAUUSD عشان يورّيك "الفلوس الكبيرة" بتتحرك إزاي، مش بس السِعر رايح فين. بيجمع في حتّة واحدة: - رصد MegaBar على الساعة والربع ساعة - VSA (Volume Spread Analysis) – سلوك الفوليوم جوّه الشمعة - VPOC / WVPOC و تجمّعات الفوليوم المهمّة - سويپس لليكويديتي + CHoCH + Order Blocks + FVGs - خريطة فيبوناتشي كاملة (Retrace + Extensions) - سلالم تنفيذ جاهزة (Entry, SL, TP1–TP4 + صفقات Reverse Fib) وكل ده: - بألوان واضحة على الشموع - لِيبلات متظبّطة بـ ATR Offset - Tables و Panels اختيارية عشان المتداول يسأل نفسه: "الحركة دي بتاعة سمارت ماني؟ ولا مجرد دوشة ملوش لازمة؟" 2) أهم الموديولات اللي جوّه المؤشّر A) الكونتكست بتاع السيشن + تجميع/توزيع - فلتر جلسات: لندن – نيو يورك – overlap – أو وقت تحطّه انت. - مناطق Accumulation / Distribution متظلّلة بألوان أنت بتختارها. - لچند بسيط يوضّح لك السوق دلوقتي: تجميع؟ توزيع؟ ولا نايم. المتداول يستخدمه إزاي؟ تركّز بس في الجلسة اللي انت شغّال فيها، وتشوف فورًا: فيه بناء مراكز؟ فيه تصريف؟ ولا مفيش فوليوم أصلاً؟ ده يقلّل دخولك في أوقات السوق فيها “ميت”. -------------------------------------------- B) محرّك الـ MegaBar + خريطة الفيبوناتشي - المؤشّر يلقط لوحده الـ MegaBars (شموع مؤسّسات) على 15m و 1h. - بيعتمد على: حجم الجسم، مدى الشمعة، الفوليوم. - يرسم خريطة فيبوناتشي كاملة من الرجل الأساسية: • Retrace: 0, 13, 23.6, 38.2, 50, 61.8, 78.6, 86.2, 100, -33 • Extensions: من 125% لحد 600%+ (سلم قابل للتعديل) - لكل مستوى: • لون / سماكة / ستايل (سوليد – دوتيد – داشد) • ليبل سِعر مع Offset بـ ATR - لچند يشرح لك Reload Zones: ضحلة / عادية / عميقة. المتداول يستخدمه إزاي؟ بدل ما “تخمّن” فين تشتري وتبيع: - تشتري الدِپ جوّه مناطق Reload بعد MegaBar صاعد. - تبيع الري‭بوند‬ جوّه Extensions بعد MegaBar هابط. - عندك هيكل واضح للسوينج والسكالب من غير فوضى. -------------------------------------------- C) VSA + لِيبلات على الشموع - يكتشف أحداث VSA زي: • No Demand / No Supply • Stopping Volume • Absorption • Spring / Upthrust • Buying / Selling Climax • EVR (شموع مجنونة فوليومًا) • Tests و Confirmed Signals عند الدعوم/المقاومات - مع تحسينات: • تحليل Body vs Range • مين اللي غالب؟ جسم الشمعة ولا الذيول؟ • فلتر Momentum + Volume المتداول يستخدمه إزاي؟ كل ليبل على الشمعة = كومنت من السمارت ماني: - No Demand عند مقاومة + RVOL ضعيف → بلاش تشتري. - Stopping Volume + Spring جوّه Reload Zone + VPOC → فرصة قوية للشراء. - توصل بين VSA + Fib + VPOC فتفهم “مين بيكسب المعركة”. -------------------------------------------- D) محرّك البريك آوت Supersonic - بيحسب Score للقوة بتاعة البريك آوت من: • RVOL + Volume Expansion • توسّع السبريد مقارنة بالشموع السابقة • جودة جسم الشمعة (جسم ولا ذيل) • نسبة الوقت اللي عدّى من الشمعة الحالية - يفرّق بين: • بريك آوت محتمل vs مؤكد • حركة قوية مدعومة بفوليوم vs “شمعة شو” - يقدر يطلع ليبل Debug يشرح: • Momentum Score • Volume Ratio / RVOL • Spread Behaviour • Body Quality • % الوقت اللي فات من عمر الشمعة المتداول يستخدمه إزاي؟ ماتجريش ورا كل شمعة كبيرة: - استنَى لما يكون الـ Score عالي، - والفوليوم مصدّق الحركة، - والهيكل (Fib / VPOC / CHoCH) موافق. ساعتها بس البريك آوت يستاهل المخاطرة. -------------------------------------------- E) VPOC / WVPOC + مناطق الفوليوم - يرقب VPOC و WVPOC في الوقت الحقيقي. - يحدّد Clusters مهمة تتحوّل لـ Support / Resistance محترم. - يراقب كسر المناطق دي بفوليوم واضح (بداية موجة جديدة). - SL و TP ديناميك: • SL حوالين VPOC مع Buffer من ATR. • TP متوزع على مستويات فيبوناتشي و زونات فوليوم. المتداول يستخدمه إزاي؟ بتربط مخاطرتك بأين اشتغل الفوليوم التقيل: - VPOC = منطق منطقي للستوب. - Clusters = زون ضغط ينفع يبدأ منها ترند قوي. -------------------------------------------- F) محرّك الدخول بتاع السمارت ماني (1h + 15m MegaBars) - يجيب MegaBars بتاعة الساعة جوّه فريمات أقل بالـ `request.security`. - يميّز: • Confluence بين MegaBar الساعة + MegaBar الربع ساعة (صفقة A-Grade). • MegaBar على فريم واحد بس (B-Grade). - يجهّز تلقائيًا: • Entry • SL • TP1–TP4 على Extensions و مستويات هيكلية. - اللّيبلات تكتب: • Entry = … • SL = … • TP1 = … / TP2 = … / TP3 = … / TP4 = … مع تحكّم في حجم الخط و ATR Offset. - فيه اختيار “أظهر آخر سيناريو بس” عشان الشارت يفضل نضيف. - جاهز للـ Alerts لما الشروط تكمّل. المتداول يستخدمه إزاي؟ يبقى عندك Execution Ladder كامل: - فين تدخل، - فين تحط الستوب، - إزاي تقسم الخروج على أكتر من هدف. -------------------------------------------- G) موديل الـ Reverse Fib (صفقات عكس الاتجاه) - بيشتغل بعد ما السعر يبالغ في الحركة و يوصل Extensions معيّنة. - يدور على: • شموع رفض عند/بعد Extensions. • Exhaustion + إشارة VSA. - يرسم خطة عكسية: • Entry عكسي من Extension Extreme. • TP سلم مبني على 0.618, 0.786, 1.236, 1.382, 1.5, 1.618, 2.0, … إلخ • SL و TSL مبنيين على ATR و مسافة الفيبوناتشي. المتداول يستخدمه إزاي؟ لو انت ترند تريدر: - تستخدمه عشان تقفل/تخفف عند تمدّد مبالغ فيه. لو انت Counter-Trend: - يديك سيناريو “فِيد” منطقي بمخاطرة محسوبة. -------------------------------------------- H) سويپس لليكويديتي + CHoCH + Order Blocks + FVGs - يوسم مناطق ضرب الستوبات فوق الهاي وتحت اللو (Liquidity Grabs). - يحدد CHoCH لما الاتجاه يغيّر شخصيته مع فوليوم. - يرصد Order Blocks أساسية (Bullish / Bearish). - يظلّل الـ FVGs و يشيلها لما تتعبّى. المتداول يستخدمه إزاي؟ تجمع بين: MegaBar + VSA + Fib + VPOC + Liquidity: - يا إمّا تلحق موجة نظيفة، - يا إمّا تفِيد Stop Hunt غبي اتكشف على الشارت. -------------------------------------------- I) داشبورد VSA + Breakout (Table اختياري) - Table صغيرة فيها: • حالة VSA • قوة البريك آوت • RVOL / Volume • Spread & Candle Quality • حالة ATR • مكان الإغلاق جوّه الشمعة • وضع VPOC • نسبة الوقت اللي عدّى من الشمعة المتداول يستخدمه إزاي؟ قبل ما تدوس Buy / Sell: - تبص على التابل ثانيتين: الدنيا شغّالة ولا لأ؟ فيه فوليوم؟ فيه ترند؟ ولا حركة ميتة؟ ده يقلل قرارات “من غير plan”. 3) سيناريو شغل متداول على XAUMO MegaBar VSA 1) اختار الفريم + الجلسة - 15m أو 1h على XAUUSD. - ظبّط سيشن لندن/نيويورك زي وقت شغلك الحقيقي. 2) اقرأ الكونتكست - السوق بيبنِي مراكز؟ بيصفّي؟ ولا نايم؟ - إيه إشارات الـ VSA و Score البريك آوت؟ - فين VPOC / WVPOC من السعر؟ 3) دور على MegaBar النشط و خريطة الفيبوناتشي بتاعته - السعر: • بيرجّع جوّه Reload Zone؟ • بيكسر البرنچ؟ • ولا داخل على Overextension؟ 4) استنَى تأكيد السمارت ماني - Confluence بين MegaBar الساعة والربع ساعة. - Breakout Score محترم. - VSA منطقي (No Demand, Stopping Volume, Spring, …). - Structure: CHoCH / FVG / Liquidity Sweep في اتجاه الصفقة. 5) نفّذ باستخدام السلم المطبوع على الشارت - استخدم Entry / SL / TP1–TP4 كـ هيكل أساسي. - عدّل اللوت / الريسك حسب خطتك انت. 6) الإدارة والخروج - استعمل ATR + VPOC في Trailing/Lock. - لما Extensions تبان مبالغ فيها → ركّز على Reverse Fib. 4) المؤشّر ده مناسب لمين؟ - اللي بيتاجر دهب XAUUSD (CFD أو Spot) على 15m و 1h. - اللي بيحب شغل مؤسّسات: Volume, VPOC, SMC, Fib مش مؤشرات بسيطة. - اللي عايز Execution Plan جاهز (Entry/SL/TP) بس لسه عنده حريّة تعديل. - اللي عايز يتعلّم VSA و Smart Money Concepts بشكل تطبيقي على شارت واحد. 5) إخلاء مسؤولية كامل (مهم تقراه) - المؤشّر ده وكل الكلام اللي حواليه للتعليم بس. - مش: • نصيحة استثمارية، • ولا توصية شراء/بيع، • ولا خدمة إدارة محافظ، • ولا سيجنال سيرڤس. - التداول في الأسواق (خصوصًا المشتقات، الـ CFD، الفيوتشر) فيه مخاطرة عالية جدًا، وممكن تخسر جزء كبير أو كل رأس مالك. - أي أداء سابق، باك تست، أو مثال افتراضي → مش ضمان لنتيجة مستقبلية. - أي نسبة احتمالات، Scores، أو “Quality” بيطلعها المؤشّر: • دي حسابات كود، مش ضمان ربح، • مش وعد ولا تعهّد بأي نتيجة. - انت المسؤول 100% عن: • حجم العقود اللي بتدخلها، • الرافعة اللي بتستخدمها، • أماكن الدخول والخروج، • وإدارة المخاطرة بتاعتك، • والتزامك بالقوانين والضرائب في بلدك. - قبل ما تستخدم المؤشّر على حساب حقيقي: • جرّب كويس على باك تست و فورورد تست، • اشتغل فترة على Demo، • لو محتاج نصيحة مالية شخصية → ارجع لمستشار مالي مرخَّص. باختصار: XAUMO MegaBar VSA ده أداة تعليمية وتحليلية قوية تساعدك تفهم حركة الذهب، مش زرار “اطبع فلوس”. انت صاحب القرار، وانت صاحب المسؤولية، وانت اللي بتتحمّل أي ربح أو خسارة.
Pine Script® 인디케이터
ICHIMOKUontheNILE의
2
Universal Lot Size Calculator (Forex, Index, Metals)Multi-functional lot size calculator with support for various instruments 🎯 MAIN FEATURES: Universal — works with Forex, indices, metals, and custom instruments Auto-detect — automatically detects instrument type by ticker Precise position sizing - considering risk and currency conversions Currency conversion — automatic conversion between deposit currencies Advanced visualization — entry, stop-loss, take-profit lines Smart table — convenient display of all parameters ⚙️ SETTINGS GROUPS: 📈 Instrument Settings Instrument Type — selection: Auto, Forex, Index, Metals, Custom Custom Contract Size — manual contract size configuration Use Manual Exchange Rate — manual rate for currency conversion 💰 Account & Risk Settings Deposit Currency — account currency (USD, EUR, GBP, CHF, JPY) Account Size — deposit amount Risk in % — risk percentage from deposit 🎯 Price Levels Entry Price — entry price Stop Price — stop-loss price Target Price — take-profit price Color settings for each line 📊 Risk/Reward Settings Manual Target Price — manual TP setting Show R Levels — display profit levels in R multiples Show only last R level — show only the last R level Number of R Levels — number of R levels (1-10) 🎨 Line Styles & Table Appearance Line style settings (solid, dashed, dotted) Line width Table position and size Color schemes 📈Supported instrument types: Forex — standard lot 100,000 Indices — E-mini futures (US100=20, SP500=50, US30=5, DAX=25) Metals — Gold=100 oz, Silver=5000 oz Custom — user-defined contract size 📱 KEY FEATURES: - Auto instrument detection: Indices: US100, SP500, US30, DAX Metals: XAUUSD (Gold), XAGUSD (Silver) Forex: all currency pairs - Smart table with key parameters: Instrument type and contract size Account size and risk Entry/exit prices Calculated lot size - Visual elements: Dynamic level lines Labels with profit/loss calculations R-levels for target prices - Currency conversion: Automatic rate fetching Support for USD, EUR, GBP, CHF, JPY Manual rate setting when needed ⚠️ IMPORTANT NOTES: Contract sizes may vary between brokers For CFD brokers use Custom type with Contract Size = 1 During weekends currency rates may be unavailable — use manual rate When trading in different currencies verify conversion accuracy 🚀 HOW TO USE: Select instrument type (Auto for auto-detection) Set deposit size and account currency Define risk percentage (1-100%) Specify prices for entry, stop-loss, and take-profit Use calculated lot to open positions ⚠️ RESETTING CALCULATIONS: To reuse the calculator with new price levels, you need to: Right-click on the indicator's table/chart Select "Reset Points" from the context menu OR manually update all three price levels (Entry, Stop Loss, Take Profit) in the settings
Pine Script® 인디케이터
neyhron의
XAU BUY/SELL Scalping Strategy M5 PROFX:XAUUSD This XAU/USD Pro Scalping Strategy is tailored specifically for the M5 timeframe , designed to capture rapid Gold price movements. Instead of relying on lagging indicators, this system utilizes advanced Price Action and Market Structure analysis to identify high-probability entry zones. The core strength of this strategy lies in its built-in Money Management engine and Multi-threaded Trailing Stop system, ensuring capital preservation and profit maximization. 🚀 Key Features: 1. Smart Price Action Recognition: The algorithm scans for specific market scenarios to apply dynamic Risk:Reward ratios (ranging from 1:1 to 1:3). Filters out noise and false breakouts using multi-candle analysis. Auto Position Sizing: Calculates trade quantity automatically based on your defined Risk % per Trade . Ensures consistent risk management regardless of the Stop Loss distance. Intelligent Trailing Stop: Uses a dynamic trailing mechanism based on "R" multiples (Risk Units). Automatically secures profits by moving SL based on the specific setup type ("Case") of each trade. Safety Filters: Min SL and Max SL inputs prevent trades during periods of extremely low volatility or excessive risk. ⚙️ Settings: Risk % per Trade: The percentage of equity to risk per trade (Recommended: 1.0% - 2.0%). Min/Max SL Points: Dynamic boundaries for Stop Loss to adapt to current market volatility. 💡 Recommendations: Symbol: XAUUSD / Gold - FXCM. Timeframe: M5. Best performance during London and New York sessions.
Pine Script™ 전략
vincent-301의
MACD Forecast Colorful [DiFlip]MACD Forecast Colorful The Future of Predictive MACD — is one of the most advanced and customizable MACD indicators ever published on TradingView. Built on the classic MACD foundation, this upgraded version integrates statistical forecasting through linear regression to anticipate future movements — not just react to the past. With a total of 22 fully configurable long and short entry conditions, visual enhancements, and full automation support, this indicator is designed for serious traders seeking an analytical edge. ⯁ Real-Time MACD Forecasting For the first time, a public MACD script combines the classic structure of MACD with predictive analytics powered by linear regression. Instead of simply responding to current values, this tool projects the MACD line, signal line, and histogram n bars into the future, allowing you to trade with foresight rather than hindsight. ⯁ Fully Customizable This indicator is built for flexibility. It includes 22 entry conditions, all of which are fully configurable. Each condition can be turned on/off, chained using AND/OR logic, and adapted to your trading model. Whether you're building a rules-based quant system, automating alerts, or refining discretionary signals, MACD Forecast Colorful gives you full control over how signals are generated, displayed, and triggered. ⯁ With MACD Forecast Colorful, you can: • Detect MACD crossovers before they happen. • Anticipate trend reversals with greater precision. • React earlier than traditional indicators. • Gain a powerful edge in both discretionary and automated strategies. • This isn’t just smarter MACD — it’s predictive momentum intelligence. ⯁ Scientifically Powered by Linear Regression MACD Forecast Colorful is the first public MACD indicator to apply least-squares predictive modeling to MACD behavior — effectively introducing machine learning logic into a time-tested tool. It uses statistical regression to analyze historical behavior of the MACD and project future trajectories. The result is a forward-shifted MACD forecast that can detect upcoming crossovers and divergences before they appear on the chart. ⯁ Linear Regression: Technical Foundation Linear regression is a statistical method that models the relationship between a dependent variable (y) and one or more independent variables (x). The basic formula for simple linear regression is: y = β₀ + β₁x + ε Where: y  = predicted variable (e.g., future MACD value) x  = independent variable (e.g., bar index) β₀ = intercept β₁ = slope ε   = random error (residual) The regression model calculates β₀ and β₁ using the least squares method, minimizing the sum of squared prediction errors to produce the best-fit line through historical values. This line is then extended forward, generating a forecast based on recent price momentum. ⯁ Least Squares Estimation The regression coefficients are computed with the following formulas: β₁ = Σ((xᵢ - x̄)(yᵢ - ȳ)) / Σ((xᵢ - x̄)²) β₀ = ȳ - β₁x̄ Where: Σ denotes summation; x̄ and ȳ are the means of x and y; and i ranges from 1 to n (number of observations). These equations produce the best linear unbiased estimator under the Gauss–Markov assumptions — constant variance (homoscedasticity) and a linear relationship between variables. ⯁ Regression in Machine Learning Linear regression is a foundational model in supervised learning. Its ability to provide precise, explainable, and fast forecasts makes it critical in AI systems and quantitative analysis. Applying linear regression to MACD forecasting is the equivalent of injecting artificial intelligence into one of the most widely used momentum tools in trading. ⯁ Visual Interpretation Picture the MACD values over time like this: Time  → MACD → A regression line is fitted to recent MACD values, then projected forward n periods. The result is a predictive trajectory that can cross over the real MACD or signal line — offering an early-warning system for trend shifts and momentum changes. The indicator plots both current MACD and forecasted MACD, allowing you to visually compare short-term future behavior against historical movement. ⯁ Scientific Concepts Used Linear Regression: models the relationship between variables using a straight line. Least Squares Method: minimizes squared prediction errors for best-fit. Time-Series Forecasting: projects future data based on past patterns. Supervised Learning: predictive modeling using labeled inputs. Statistical Smoothing: filters noise to highlight trends. ⯁ Why This Indicator Is Revolutionary First open-source MACD with real-time predictive modeling. Scientifically grounded with linear regression logic. Automatable through TradingView alerts and bots. Smart signal generation using forecasted crossovers. Highly customizable with 22 buy/sell conditions. Enhanced visuals with background (bgcolor) and area fill (fill) support. This isn’t just an update — it’s the next evolution of MACD forecasting. ⯁ Example of simple linear regression with one independent variable This example demonstrates how a basic linear regression works when there is only one independent variable influencing the dependent variable. This type of model is used to identify a direct relationship between two variables. ⯁ In linear regression, observations (red) are considered the result of random deviations (green) from an underlying relationship (blue) between a dependent variable (y) and an independent variable (x) This concept illustrates that sampled data points rarely align perfectly with the true trend line. Instead, each observed point represents the combination of the true underlying relationship and a random error component. ⯁ Visualizing heteroscedasticity in a scatterplot with 100 random fitted values using Matlab Heteroscedasticity occurs when the variance of the errors is not constant across the range of fitted values. This visualization highlights how the spread of data can change unpredictably, which is an important factor in evaluating the validity of regression models. ⯁ The datasets in Anscombe’s quartet were designed to have nearly the same linear regression line (as well as nearly identical means, standard deviations, and correlations) but look very different when plotted This classic example shows that summary statistics alone can be misleading. Even with identical numerical metrics, the datasets display completely different patterns, emphasizing the importance of visual inspection when interpreting a model. ⯁ Result of fitting a set of data points with a quadratic function This example illustrates how a second-degree polynomial model can better fit certain datasets that do not follow a linear trend. The resulting curve reflects the true shape of the data more accurately than a straight line. ⯁ What is the MACD? The Moving Average Convergence Divergence (MACD) is a technical analysis indicator developed by Gerald Appel. It measures the relationship between two moving averages of a security’s price to identify changes in momentum, direction, and strength of a trend. The MACD is composed of three components: the MACD line, the signal line, and the histogram. ⯁ How to use the MACD? The MACD is calculated by subtracting the 26-period Exponential Moving Average (EMA) from the 12-period EMA. A 9-period EMA of the MACD line, called the signal line, is then plotted on top of the MACD line. The MACD histogram represents the difference between the MACD line and the signal line. Here are the primary signals generated by the MACD: • Bullish Crossover: When the MACD line crosses above the signal line, indicating a potential buy signal. • Bearish Crossover: When the MACD line crosses below the signal line, indicating a potential sell signal. • Divergence: When the price of the security diverges from the MACD, suggesting a potential reversal. • Overbought/Oversold Conditions: Indicated by the MACD line moving far away from the signal line, though this is less common than in oscillators like the RSI. ⯁ How to use MACD forecast? The MACD Forecast is built on the same foundation as the classic MACD, but with predictive capabilities. Step 1 — Spot Predicted Crossovers: Watch for forecasted bullish or bearish crossovers. These signals anticipate when the MACD line will cross the signal line in the future, letting you prepare trades before the move. Step 2 — Confirm with Histogram Projection: Use the projected histogram to validate momentum direction. A rising histogram signals strengthening bullish momentum, while a falling projection points to weakening or bearish conditions. Step 3 — Combine with Multi-Timeframe Analysis: Use forecasts across multiple timeframes to confirm signal strength (e.g., a 1h forecast aligned with a 4h forecast). Step 4 — Set Entry Conditions & Automation: Customize your buy/sell rules with the 20 forecast-based conditions and enable automation for bots or alerts. Step 5 — Trade Ahead of the Market: By preparing for future momentum shifts instead of reacting to the past, you’ll always stay one step ahead of lagging traders. 📈 BUY 🍟 Signal Validity: The signal will remain valid for X bars. 🍟 Signal Sequence: Configurable as AND or OR. 🍟 MACD > Signal Smoothing 🍟 MACD < Signal Smoothing 🍟 Histogram > 0 🍟 Histogram < 0 🍟 Histogram Positive 🍟 Histogram Negative 🍟 MACD > 0 🍟 MACD < 0 🍟 Signal > 0 🍟 Signal < 0 🍟 MACD > Histogram 🍟 MACD < Histogram 🍟 Signal > Histogram 🍟 Signal < Histogram 🍟 MACD (Crossover) Signal 🍟 MACD (Crossunder) Signal 🍟 MACD (Crossover) 0 🍟 MACD (Crossunder) 0 🍟 Signal (Crossover) 0 🍟 Signal (Crossunder) 0 🔮 MACD (Crossover) Signal Forecast 🔮 MACD (Crossunder) Signal Forecast 📉 SELL 🍟 Signal Validity: The signal will remain valid for X bars. 🍟 Signal Sequence: Configurable as AND or OR. 🍟 MACD > Signal Smoothing 🍟 MACD < Signal Smoothing 🍟 Histogram > 0 🍟 Histogram < 0 🍟 Histogram Positive 🍟 Histogram Negative 🍟 MACD > 0 🍟 MACD < 0 🍟 Signal > 0 🍟 Signal < 0 🍟 MACD > Histogram 🍟 MACD < Histogram 🍟 Signal > Histogram 🍟 Signal < Histogram 🍟 MACD (Crossover) Signal 🍟 MACD (Crossunder) Signal 🍟 MACD (Crossover) 0 🍟 MACD (Crossunder) 0 🍟 Signal (Crossover) 0 🍟 Signal (Crossunder) 0 🔮 MACD (Crossover) Signal Forecast 🔮 MACD (Crossunder) Signal Forecast 🤖 Automation All BUY and SELL conditions can be automated using TradingView alerts. Every configurable condition can trigger alerts suitable for fully automated or semi-automated strategies. ⯁ Unique Features Linear Regression: (Forecast) Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Table of Conditions: BUY/SELL Conditions Label: BUY/SELL Plot Labels in the graph above: BUY/SELL Automate & Monitor Signals/Alerts: BUY/SELL Background Colors: "bgcolor" Background Colors: "fill" Linear Regression (Forecast) Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Table of Conditions: BUY/SELL Conditions Label: BUY/SELL Plot Labels in the graph above: BUY/SELL Automate & Monitor Signals/Alerts: BUY/SELL Background Colors: "bgcolor" Background Colors: "fill"
Pine Script® 인디케이터
DiFlip의
2
Best Metal to Sell → More BTCWhichever precious metal has outperformed Bitcoin the most over the last 21 days (by >4%) is showing short-term strength → sell a small slice of that metal and rotate into BTC. Orange = trim some gold → buy BTC Grey = trim some silver → buy BTC Black = no clear edge → hold This is a gradual, disciplined rebalancing tool for anyone holding physical gold & silver who wants to slowly increase their BTC exposure on relative strength spikes — without ever going “all-in”. You decide the pace: 1% per signal, pause anytime, or stop when you’ve reached your personal comfort level of BTC allocation. 2020–2025 backtest (weekly 1% rotations): $200k metals → 18.4 BTC + $0 metals left = $1.68 million HODL metals only = $320k HODL BTC from day one = ~$1.4 million It’s not about beating BTC every cycle — it’s about turning stagnant metals into more sats, at your own pace.
Pine Script® 인디케이터
Bitcoin_Gold_Silver의
Gold Thai CompassGold Thai Compass Indicator Calculates Thai Gold Price (96.5%) by converting XAU/USD with the USD/THB exchange rate in real time Displays the calculated gold_price_thb directly on the chart with a clean right-aligned label for easy price reading Includes customizable reference lines — add, remove, rename, recolor, and adjust each line independently Supports multiple editable lines (e.g., 4 levels) with price labels displayed beside each line Provides user-friendly input settings (e.g., custom price sources, spread/adjustment options) Updates dynamically with live market data — suitable for trading, analysis, and Thai gold price tracking Designed for TradingView (Pine Script) and optimized for clarity and usability Optional visibility controls to show/hide labels and reference lines for a cleaner chart layout
Pine Script® 인디케이터
stocxadvisor의
2
Anchor SafeSwing Gold StrategyOverview: The Anchor SafeSwing Gold Strategy is designed for users who prefer structured, rule-based swing trading on XAUUSD. It focuses on identifying high-quality trade setups rather than frequent entries. This strategy analyzes the market using multiple technical indicators and methods—including trend analysis, multi-chart confirmation, and support/resistance evaluation—to identify potential swing points. It also incorporates a dynamic approach to risk management through adaptive stop-loss and take-profit logic. How the Strategy Works 1. Multi-Chart & Trend Analysis: The strategy evaluates trend direction using several indicators and multiple charts. This helps determine whether the trend favors long or short setups. 2. Buy/Sell Conditions: a. Buy Conditions: When the broader trend is identified as bullish, the strategy waits for the formation of a strong support zone before considering a long position. b. Sell Conditions: When the trend is bearish, it waits for a confirmed resistance zone before initiating short positions. 3. Dynamic Take-Profit Logic The strategy uses adaptive take-profit behavior based on evolving market conditions. It monitors new support/resistance structures and various overbought/oversold signals to dynamically exit trades. 4. Dynamic and Configurable Stop-Loss: A flexible stop-loss system adjusts according to volatility and market structure. Users can modify the stop-loss threshold in the settings based on their own risk tolerance and account size. Trading Frequency : This strategy focuses on select, high-quality setups. As a result, trade frequency is relatively low and may vary depending on market conditions. Backtesting may show roughly several trades per month, but actual live performance can differ. Important Notes All trading involves risk, and users should evaluate the strategy and adjust settings according to their own risk management preferences.
Pine Script™ 전략
mdaupu의
6
9/15 EMA Scalper 9/15 EMA Scalper — by uzairbaloch This script is a price-action based scalping system built around the 9 EMA and 15 EMA trend structure. It identifies short-term reversal points where the market pulls back into the EMAs and confirms direction with a strong candle signal. The strategy looks for: • A clear EMA trend (9 above 15 for buys, 9 below 15 for sells) • Pullback into EMA9/EMA15 with candle bodies touching the fast EMA • Strong confirmation candle (engulfing / strong momentum / controlled wick) • Optional slope filter to avoid flat, choppy sessions • Automatic trade labels showing Entry, SL and TP (based on R:R) The script is designed for scalping on gold, indices, and high-volatility FX pairs. It resets trade logic immediately after SL or TP is hit, so it can catch the next valid signal without delay. This tool is meant as an indicator — not a full strategy — and can be used to visually mark high-probability EMA pullback setups with precise levels. Author: uzairbaloch
Pine Script® 인디케이터
uzairblaoch의
6
Calc. Risco/Lote – Multi Ativos (v2)Works for: Forex (EURUSD, GBPUSD, USDCHF, USDCAD, USDJPY etc.) Indices (US30, NAS100, GER40…) Gold (XAUUSD), etc. You manually enter: Cash / Balance (USD) Risk per trade (%) Direction (Buy/Sell) Entry Price Stop Price (SL) Target Price (TP) The indicator calculates: Distance between SL and TP in points Value per point (automatic per asset) Ideal lot / position size Loss if SL hits (USD) Profit if TP hits (USD) Risk/Reward (R:R)
Pine Script® 인디케이터
MarcusEstellarium의