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Elder impulse system with double exponential moving average dema This version of impulse uses the double exponential moving average instead of the typical ema both to calculate macd and the moving slow and fast moving average that are plotted. The impulse system : The Impulse System combines two simple but powerful indicators. One measures market inertia, the other its momentum. When both point in the same direction, they identify an impulse worth following. We get an entry signal when both indicators get in gear. The Impulse System uses an exponential moving average to find uptrends and downtrends. When the EMA rises, it shows that inertia favors the bulls. When EMA falls, inertia works for the bears. The sec- ond component is MACD-Histogram, an oscillator whose slope reflects changes of power among bulls or bears. When MACD-Histogram rises, it shows that bulls are becoming stronger. When it falls, it shows that bears are growing stronger. The Impulse System flags those bars where both the inertia and the momentum point in the same direction. When both the EMA and MACD-Histogram rise, they show that bulls are roaring and the uptrend is accelerating.
Pine Script® Indikator
von Biticon
2
MACD Zero lag impulse systemThis version of impulse uses the double exponential moving average instead of the typical ema. The impulse system : The Impulse System combines two simple but powerful indicators. One measures market inertia, the other its momentum. When both point in the same direction, they identify an impulse worth following. We get an entry signal when both indicators get in gear. The Impulse System uses an exponential moving average to find uptrends and downtrends. When the EMA rises, it shows that inertia favors the bulls. When EMA falls, inertia works for the bears. The sec- ond component is MACD-Histogram, an oscillator whose slope reflects changes of power among bulls or bears. When MACD-Histogram rises, it shows that bulls are becoming stronger. When it falls, it shows that bears are growing stronger. The Impulse System flags those bars where both the inertia and the momentum point in the same direction. When both the EMA and MACD-Histogram rise, they show that bulls are roaring and the uptrend is accelerating.
Pine Script® Indikator
von Biticon
8
Elder impulse system with barcolor + Safezone stops + emasThe impulse system : The Impulse System combines two simple but powerful indicators. One measures market inertia, the other its momentum. When both point in the same direction, they identify an impulse worth following. We get an entry signal when both indicators get in gear. The Impulse System uses an exponential moving average to find uptrends and downtrends. When the EMA rises, it shows that inertia favors the bulls. When EMA falls, inertia works for the bears. The sec- ond component is MACD-Histogram, an oscillator whose slope reflects changes of power among bulls or bears. When MACD-Histogram rises, it shows that bulls are becoming stronger. When it falls, it shows that bears are growing stronger. The Impulse System flags those bars where both the inertia and the momentum point in the same direction. When both the EMA and MACD-Histogram rise, they show that bulls are roaring and the uptrend is accelerating. The SafeZone Stop : Once in a trade, where should you put your stop? This is one of the hardest questions in technical analysis. After answering it, you’ll face an even harder one—when and where to move that stop with the pas- sage of time. Put a stop too close and it’ll get whacked by some mean- ingless intraday swing. Put it too far, and you’ll have very skimpy protection. The Parabolic System, described in Trading for a Living, tried to tackle this problem by moving stops closer to the market each day, accelerating whenever a stock or a commodity reached a new extreme. The trouble with Parabolic was that it kept moving even if the market stayed flat and often got hit by meaningless noise. SafeZone trails prices with stops tight enough to protect capital but remote enough to keep clear of most random fluctuations. Engineers design filters to suppress noise and allow the signal to come through. If the trend is the signal, then the countertrend motion is the noise. When the trend is up, we can define noise as that part of each day’s range that protrudes below the previous day’s low. When the trend is down, we can define noise as that part of each day’s range that pro- trudes above the previous day’s high. SafeZone measures market noise and places stops at a multiple of noise level away from the market. We can make our lookback period 100 days or so if we want to aver- age long-term market behavior. SafeZone offers an original approach to placing stops. It monitors changes in prices and adapts stops to the current levels of activity. It places stops at individually tailored distances rather than at obvious support and resistance levels.
Pine Script® Indikator
von Biticon
3
Absolute Strength MTF IndicatorIntroduction The non-signal version of the absolute strength indicator from fxcodebase.com requested by ernie76 . This indicator originally from mt4 aim to estimate the bullish/bearish force of the market by using various methods. The Indicator Two lines are plotted, a bull line (blue) representing the bullish/buying force and a bear one (red) representing the bearish/selling force, when the bull line is greater than the bear line the market is considered to be strongly bullish, else strongly bearish. The indicator use various method, Rsi, stochastic, adx. The Rsi method is the one by default. The stochastic method is less reactive but smoother The Adx method is way different, while the other two methods make the bull and bear lines somewhat uncorrelated, the adx method focus more on the overall market strength than individual buyer/seller strength. The smoothing method use 3 different filters, SMA, EMA and LSMA, LSMA is more reactive than the two previous one while EMA is just more computer efficient. It is possible to use price data of different time frames for the calculation of the indicator. Stochastic method with 4 hour price close as source. Conclusion A classic indicator who can be derived into a lot of ways using a more adaptive architecture or recursion. Hope you find it a use :) A big thanks to ernie76 for the request and the support/testing of the indicator Feel free to pm me for any request.
Pine Script® Indikator
von alexgrover
16
Ichimoku Kinko Hyo: Basic StrategyIchimoku Kinko Hyo: Basic Strategy Entry/Exit orders are placed when three basic signals are triggered. Ichimoku Signals: 1) Tenkan-Sen/Kijun-Sen Cross Bullish: Tenkan-Sen is above the Kijun-Sen. Bearish: Tenkan-Sen is below the Kijun-Sen. 2) Chikou-Span Cross Bullish: Chikou-Span is above the close of 26 bars ago. Bearish: Chikou-Span is below the close of 26 bars ago. 3) Price versus Kumo Cloud Bullish: Close is above the Kumo Cloud. Bearish: Close is below the Kumo Cloud. Notes: 1) Long-only or short-only direction is feasible by checkbox. Stop and reverse strategy is taken by default. 2) Built-in Ichimoku indicator is strictly wrong because of counting one extra bar for all Ichimoku components. Including the current bar like moving average is correct way in Japan. This problem is fixed in my script.
Pine Script® Strategie
von Mizuki32
26
Liquidity Zones | NRP | ProjectSyndicate🏦 ProjectSyndicate Liquidity Zones 1.0 — Complete Documentation Specifically built for: XAUUSD (Gold) 🥇, NQ 💻, ES 📈 and FX 💱 traders ✅Default settings: tuned to work well across multiple timeframes Best sweet spot timeframes : M5 / M15 / M30 / H1 → consistently produces high-quality zones ________________________________________ 🌍 Overview ProjectSyndicate Liquidity Zones is a Pine Script v6 indicator built to identify stop-loss hunting zones and liquidity pockets—areas where price frequently sweeps retail stops and then reverses. It automatically detects and draws zones where institutional flow often triggers liquidity before moving price in the opposite direction. ________________________________________ 💧 What Are Liquidity Zones? Liquidity zones are price levels where stop-loss orders cluster (often around swing highs/lows). Large players may push price into these levels to trigger stops (liquidity sweep) and then reverse. Also known as: • 🪤 Stop-loss hunting • 🌊 Liquidity sweeps • 🎯 Stop runs ________________________________________ 🥇 Why Gold, NQ, ES & FX? These markets often show repeatable liquidity behavior because of: • 👥 Heavy participation and predictable stop placement • 🏛️ Strong institutional activity and order flow • ⚡ Volatility that enables fast “sweep & reverse” moves • 📍 Clear technical levels where stops tend to cluster ________________________________________ ⚙️ How It Works (3 Detection Engines) 1) 🔺 Pivot-Based Detection Finds swing highs/lows using fractal pivots—natural stop placement zones. 2) 🕯️ Wick Trap Detection Flags candles with dominant wicks (long rejection shadows), suggesting stops were hit then price snapped back. 3) 📊 Volume Spike Detection Marks extremes where volume is elevated (local highs/lows). High volume at extremes often signals liquidity being triggered. ________________________________________ 🧩 Zone Types 🟦 Bull Liquidity Zones (Teal/Cyan) • 📍 Below current price (support area) • 🧠 Indicates buy-side stops were swept (longs got hunted) • 📈 Often becomes a potential reversal zone upward • ✅ Idea: Look for bullish confirmation after a sweep 🟥 Bear Liquidity Zones (Maroon/Red) • 📍 Above current price (resistance area) • 🧠 Indicates sell-side stops were swept (shorts got hunted) • 📉 Often becomes a potential reversal zone downward • ✅ Idea: Look for bearish confirmation after a sweep ⚪ Historic Zones (Gray) • 🕰️ Zones that were breached • 📚 Useful for studying past behavior and sweep patterns • ❗ Not considered “active”, but great for context ________________________________________ 🛠️ Settings Guide 🔎 Detection Settings 🔺 Pivot Detection Length (Default: 10) • Range: 3 → 50 • Controls swing sensitivity • Lower (5–8): more zones, faster, noisier ⚡ • Higher (15–20): fewer zones, stronger, cleaner ✅ Recommended (XAUUSD / NQ / ES / FX): • ⏱️ M5 / M15: 8–10 • ⏱️ M30: 10–12 • ⏱️ H1: 12–15 🕯️ Wick Dominance Ratio (Default: 0.5) • Range: 0.3 → 0.85 • 0.5 = wick must be ≥ 50% of candle range • Lower: more traps detected • Higher: only extreme rejections ✅ Recommended: 0.5–0.6 (balanced) 📊 Volume Spike Multiplier (Default: 1.3) • Range: 1.0 → 4.0 • 1.3 = volume must be ≥ 130% of 20-period avg • Lower: more signals • Higher: only major spikes ✅ Recommended: 1.3–1.5 ________________________________________ 📦 Zone Settings 📏 Zone ATR Period (Default: 14) • Range: 10 → 50 • Controls volatility measurement used for zone sizing • Shorter = more responsive ⚡ • Longer = smoother ✅ ✅ Recommended: 14–20 📐 Zone Width (ATR Multiple) (Default: 0.5) • Range: 0.2 → 1.5 • 0.5 = zone extends 0.5 × ATR around the level • Smaller (0.3–0.4) = tight & precise 🎯 • Larger (0.6–0.8) = wider coverage 🌊 ✅ Recommended: 0.4–0.6 🧱 Max Zones (Default: 8) • Range: 2 → 20 • Lower = cleaner chart 🧼 • Higher = more context 📚 ✅ Recommended: 6–10 ↔️ Min Zone Separation (ATR) (Default: 2.0) • Range: 0.5 → 5.0 • Prevents zone clustering • Lower = more zones (tighter stacking) • Higher = fewer zones (cleaner layout) ✅ Recommended: 1.5–2.5 ________________________________________ 👁️ Display Options • ✅ Show Current Zones (ON) → active bull/bear zones • ⛔ Show Historic Zones (OFF) → breached zones in gray • ✅ Show Zone Labels (ON) → quick identification • ⛔ Show Pivot Markers (OFF) → optional triangles • 🌫️ Zone Opacity (80) → suggested 75–85 • 🎨 Bull Color: Teal • 🎨 Bear Color: Maroon ________________________________________ 📈 Trading Strategies 🪤 Strategy 1: Liquidity Sweep Reversal Steps: 1️⃣ Identify zone 2️⃣ Wait for price to sweep into zone (wick into it) 3️⃣ Confirm with rejection candle 4️⃣ Enter with stop beyond zone ✅ Example (concept): sweep → reclaim → continuation ________________________________________ 🔁 Strategy 2: Zone-to-Zone Trading • Sweep bull zone → target bear zone 🎯 • Sweep bear zone → target bull zone 🎯 Risk plan: • 🛑 Stop: 1–2 ATR beyond zone • 🎯 TP: next opposite zone or 2:1 RR • 📦 Risk: 1–2% per trade ________________________________________ 🧲 Strategy 3: Confluence Trading Look for zones that align with: • 🧮 Fibonacci (50 / 61.8) • 🔢 Round numbers (e.g., 2600 / 2650 / 2700) • 📅 Previous day high/low • 📉 Trendlines / MAs More confluence = stronger zone 💪 ________________________________________ 🕰️ Strategy 4: Historic Zone Analysis Turn on historic zones and study: • Did it reverse after breach? • How far did it extend beyond? • What did volume do? Use these patterns to improve expectations on current zones 📚 ________________________________________ ⏱️ Timeframe Recommendations M5 • 🏎️ Scalping, fast signals • More zones, more noise • Tight risk, quick exits M15 • ⚖️ Best balance for intraday • Strong zone quality + quantity M30 • 🧘 Cleaner zones, stronger signals • Wider stops, more patience H1 • 🏗️ Highest-quality zones • Fewer false signals, bigger targets ________________________________________ ✅ Best Practices Do’s ✅ • Wait for confirmation candles 🕯️ • Use multi-timeframe context (H1 zones + M15 entries) 🧭 • Combine with price action (engulfing / pin bars) 🎯 • Always use stops 🛑 • Study breached zones 📚 • Adapt settings to volatility 🌊 Don’ts ❌ • Don’t trade every zone blindly • Don’t ignore context (trend/news/sentiment) • Don’t overtrade • Don’t treat settings as “one-size forever” • Don’t fight strong trends without confirmation ________________________________________ 🧠 Advanced Tips 🕒 Session-Based Behavior • 🌙 Asia: zones often hold better (lower volatility) • 🇬🇧 London: aggressive sweeps • 🇺🇸 NY: continuations or major reversals • 🔥 Overlaps: most volatile → strongest reactions 📰 News Awareness High-impact events (CPI, NFP, FOMC) can: • create zones rapidly ⚡ • invalidate zones ❗ • extend beyond zones 🎢 Tip: avoid trading zones during major releases 🧩 Multi-Timeframe Confirmation • Find zone on H1 • Refine entry on M15 • Confirm structure shift / reaction before entry ✅ 💪 Zone Strength Clues Stronger zones often have: • multiple detection methods (pivot + wick + volume) • confluence with key levels • recent formation • clean first reaction ________________________________________ 🧰 Troubleshooting Too Many Zones Try: • Increase separation (2.5–3.0) • Reduce max zones (5–6) • Increase pivot length (12–15) • Increase wick ratio (0.6–0.7) Too Few Zones Try: • Decrease separation (1.0–1.5) • Increase max zones (10–12) • Reduce pivot length (7–8) • Reduce wick ratio (0.4–0.5) • Reduce volume multiplier (1.2) 🚫 Zones Not Showing Check: • “Show Current Zones” is ON ✅ • enough bars loaded • try defaults first, then adjust Historic Zones Not Appearing • Price must breach zones first • scroll back for older breaches • increase max zones to store more ________________________________________ 🔔 Indicator Alerts 🟥 Bear Liquidity Zone Detected • Trigger: new resistance zone • Message: “Bear liquidity hunting zone identified” • Use: selling opportunities 🧲 🟦 Bull Liquidity Zone Detected • Trigger: new support zone • Message: “Bull liquidity hunting zone identified” • Use: buying opportunities 🧲 Setup: 1️⃣ Right-click chart → Add Alert 2️⃣ Select indicator condition 3️⃣ Choose Bull/Bear alert 4️⃣ Select delivery method (popup/email/webhook) ________________________________________ ⚡ Performance Notes • 🧱 Max boxes: 500 • 🏷️ Max labels: 500 • 🪶 Lightweight / minimal lag • ✅ No repaint (confirmed on bar close) • 🔒 Zones stay fixed once created ________________________________________ 🧾 Version History v1.0 • Pine Script v6 • 3 detection methods (pivot / wick / volume) • Current + historic zones • Custom colors & settings • Built-in alerts • Optimized defaults across M5/M15/M30/H1 for XAUUSD, NQ, ES, FX ✅ Can be also combined with Order Block Finder and FVG Finder for complete / more advanced SMC strategy chart overlay. ✅ Order Block Finder | Gold | ProjectSyndicate ✅ FVG Finder | NRP | ProjectSyndicate
Pine Script® Indikator
von ProjectSyndicate
3
A Humbled Trader Strategy + ChecklistHumbled Trader Swing Strategy + Checklist This indicator is a complete swing trading system based on the high-probability strategies popularized by Humbled Trader. It is designed to help traders identify trend breakouts and low-risk momentum pullbacks on the Daily Timeframe. The script combines trend filtering, automated resistance lines, and specific entry triggers into a single chart overlay, complete with a real-time Strategy Checklist Dashboard to confirm your setups instantly. 🎯 Core Components Trend Filter (Purple Line): The 200 Simple Moving Average (SMA). This acts as your long-term trend filter. We only look for long trades when the price is above this line. Momentum Guide (Orange Line): The 8 Exponential Moving Average (EMA). This tracks short-term momentum. In a strong trend, price will "ride" this line. We look to enter when price pulls back to touch this area. Multi-Month Resistance (Orange Horizontal Line): Automatically plots the highest price over the last X Months (adjustable). This helps you instantly visualize the key level the stock needs to break out from. Checklist Dashboard: A real-time table that evaluates Trend, Resistance, and Momentum conditions to give you a clear "✅ ENTER", "🚀 GAP UP", or "⏳ WAIT" signal. 🛠 How It Works This indicator scans for two specific setups: 1. The Daily Gap Up ("GAP" Label) This signal appears when a stock shows strong momentum by gapping up overnight. Condition: The stock opens at least 3% higher (adjustable) than the previous day's Close AND opens above the previous day's High. Trend: Must be above the 200 SMA. Visual: Marked with a green "GAP" label on the chart. 2. The Trend Pullback ("ENTER" Signal) This is a trend-following entry that lets you join an existing move with lower risk. Condition: The stock is in an uptrend but dips down to touch or test the 8 EMA. Validation: The candle must show a "dip" (red candle or lower close) to ensure we are buying a pullback, not chasing a top. Visual: The Dashboard "Action Signal" will turn orange and display "✅ ENTER". 📋 The Checklist Dashboard Located in the corner of your chart, this table provides a live status report for the current bar: Trend (> 200 SMA): 🟢 Bullish: Price is in an uptrend. Safe to look for entries. 🔴 Bearish: Price is below the 200 SMA. Stay away. Above Resistance?: 🟢 Breakout: Price has cleared the multi-month resistance line. ⚪ ---: Price is currently below the key breakout level. Near 8 EMA?: 🟢 Yes: Price is near the "value zone" (8 EMA) for a potential pullback entry. Action Signal: 🚀 GAP UP: Strong momentum gap detected. ✅ ENTER: Valid pullback entry detected. ⏳ WAIT: No clear setup found. ⚙️ Settings Momentum EMA Length: Default is 8. Controls the sensitivity of the pullback line. Trend SMA Length: Default is 200. The standard for long-term trend filtering. Gap Up % Threshold: Default is 3.0%. Minimum overnight gap size required to trigger a signal. Resistance Lookback (Months): Default is 3. The script will look back this many months to find and draw the key resistance line. Table Position: Move the checklist to any corner of your screen. ⚠️ Disclaimer This tool is for educational purposes only and does not constitute financial advice. Always manage your risk and use a stop loss.
Pine Script® Indikator
von BullishBullRising
Wyckoff Schematic by Kingshuk GhoshThe "Wyckoff Schematic" is a Pine Script indicator that automatically detects and visualizes Wyckoff Method accumulation and distribution patterns in real-time. This professional tool helps traders identify smart money movements, phase transitions, and critical market structure points. Key Features- 1. Wyckoff Pattern Detection Auto-detection of all Wyckoff phases (A through E) Accumulation patterns: SC, AR, Spring, SOS, LPS Distribution patterns: BC, UTAD, LPSY Real-time phase identification with color-coded visualization 2. Multi-Timeframe Analysis- Main chart analysis with customizable lookback period 1M Wave View showing monthly perspective in a compact overlay Daily data integration for current month analysis Swing point detection with trend lines 3. Advanced Visualization- Phase boxes with semi-transparent overlays Critical event labels with anti-clutter spacing Horizontal support/resistance lines (dynamic) Zigzag trend lines for price structure Comprehensive table showing current status and key events 4. Customizable Parameters- Adjustable lookback period (20-300 bars) Configurable volume spike multiplier Customizable display options (labels, boxes, lines) Adjustable zigzag sensitivity Configurable wave view height and swing legs Display Settings: Event labels, phase boxes, support/resistance lines Visual Settings: Label size, transparency, offset percentage Zigzag Settings: High/low length Wave View Settings: Toggle, height percentage, swing legs Color Scheme: Phase A: Red Phase B: Teal Phase C: Blue Phase D: Green Phase E: Yellow Bullish: Green Bearish: Red Alert System: Critical event alerts: SC, AR, Spring, SOS, LPS, BC, UTAD, LPSY Phase transition alerts: Markup phase entry ,Customizable alert conditions How to Use- For Beginners: Apply the indicator to any chart Enable "Auto-Detect Wyckoff Patterns" Look for colored phase boxes (A-E) Watch for critical event labels (SC, AR, Spring, etc.) Check the table in top-right corner for current status For Advanced Users: Adjust lookback period based on trading timeframe Modify volume multiplier for sensitivity Customize display to reduce clutter Use wave view for higher timeframe context Set alerts for specific Wyckoff events Unique Selling Points: Comprehensive Detection: Covers all Wyckoff phases and critical events Clean Visualization: Anti-overlap labeling, organized display Multi-Timeframe: Combines current chart with monthly perspective Educational: Helps learn Wyckoff methodology through visualization Professional: Suitable for both retail and institutional analysis Performance Notes: Uses dynamic requests for multi-timeframe data Includes max object limits to prevent performance issues Efficient calculation methods for real-time analysis Intended Users: Price action traders Wyckoff method practitioners Market structure analysts Swing traders and position traders Educational purposes for learning market manipulation patterns Works best on 4H,Daily,Weekly & Monthly Time frame Suitable for all markets (stocks, forex, crypto, futures) Support: The indicator includes comprehensive tooltips and visual cues to help users understand each Wyckoff event and phase. The table provides quick reference to current market conditions and detected patterns. This indicator transforms complex Wyckoff methodology into actionable visual signals, making institutional accumulation/distribution patterns accessible to all traders. Disclaimer: This indicator is for educational purposes only. Always practice proper risk management and combine with your own analysis before making trading decisions. Happy trading.
Pine Script® Indikator
von kingshukghosh71
Daily Trend Scanner Plus█ DAILY TREND SCANNER PLUS A professional-grade trading indicator designed to help traders quickly identify intraday trend bias across multiple symbols by tracking price relationships to key technical levels: Prior Day High/Low (PDH/PDL) and Pre-Market High/Low (PMH/PML). █ FEATURES ► Single Symbol Table Compact 5-column table displaying PDH, PMH, PDL, PML, and Trend status for the current chart symbol. Shows green dot (🟢) when price breaks above high levels and red dot (🔴) when price breaks below low levels. Progress bars visualize how close price is to breaking key levels. ► Multi Symbol Table Monitor up to 20 tickers simultaneously in a single table. Each row displays ticker name, price, change %, breakout dots, progress bars, and trend status. Optional columns for actual PMH/PML and PDH/PDL price values. Real-time updates for all symbols with color-coded change percentages. ► Table Sorting - None - Displays tickers in input order - Chg % - Sorts by daily change percentage (highest to lowest) - Bullish - Prioritizes bullish setups at top - Bearish - Prioritizes bearish setups at top ► PMH/PML Lines (Pre-Market High/Low) Horizontal lines at pre-market high and low levels (4:00 AM - 9:29 AM ET). Customizable line styles, colors, labels, and optional price display. ► PDH/PDL Lines (Prior Day High/Low) Horizontal lines at previous trading day's high and low. Uses RTH only for stocks (9:30 AM - 4:00 PM ET) and full 24-hour day for non equities. ► ORB Lines (Opening Range Breakout) Captures high and low during the opening period with 5-minute, 10-minute, or 30-minute options. Lines persist from market open until next pre-market session. ► EMA Overlays Three independent EMAs with customizable periods (default: 8, 20, 200). Third EMA can be switched to SMA. Multiple line styles available. ► VWAP Overlay Volume Weighted Average Price with customizable line style, width, and color. █ TREND LOGIC - BULLISH: Price above BOTH Prior Day High AND Pre-Market High Indicates strong upward momentum breaking through two resistance levels - BEARISH: Price below BOTH Prior Day Low AND Pre-Market Low Indicates strong downward momentum breaking through two support levels - NEUTRAL: Price not above both highs or below both lows Price is consolidating between key levels █ PROGRESS BARS Visual 5-block meter showing progress from midpoint toward target level: ▓▓▓▓▓ (80-100%) → ▓▓▓▓▒ (60-80%) → ▓▓▓▒▒ (40-60%) → ▓▓▒▒▒ (20-40%) → ▓▒▒▒▒ (0-20%) Replaced with 🟢 or 🔴 when level is actually broken. █ ASSET TYPE HANDLING STOCKS: - Pre-Market: 4:00 AM - 9:29 AM Eastern - Prior Day: RTH only (9:30 AM - 4:00 PM Eastern) NON-EQUITIES: - Prior Day: Full 24-hour trading day - Automatically detected via symbol type █ RECOMMENDED SETTINGS - Chart Timeframe: 10-minute recommended for multi-table accuracy - Timeframes 60 minutes or less required for ORB functionality - Enable extended hours on chart for accurate PMH/PML on stocks █ USAGE TIPS - Use Bullish sort to find strongest breakout candidates for long trades - Use Bearish sort to find weakest stocks for short/put candidates - Progress bars help anticipate upcoming breakouts before they happen - Combine with ORB lines to confirm trend direction after market open - Watch for alignment: Price above all key levels = strongest bullish signal - PDH/PDL breaks often signal continuation of prior day's trend - PMH/PML breaks can indicate gap-fill or trend reversal setups █ INDICATOR SETTINGS █ EXAMPLE OF FULL MULTI TABLE AND SINGLE TABLE █ MULTI-TABLE SORTING █ PMH/PML, PDH/PDL, ORB LINES █ EMA AND VWAP OVERLAYS █ CUSTOMIZATION
Pine Script® Indikator
von rogman
4
hap adxAdaptive ADX & DI Color Bars – Indicator Description This indicator is an advanced ADX-based momentum and trend strength visualizer. Instead of displaying raw ADX and DI values only, it dynamically changes bar colors based on the relationship between ADX, +DI, and −DI, making market conditions instantly readable. Core Logic: - Rising ADX indicates increasing momentum and trend strength - Falling ADX signals weakening trend or transition to range - +DI vs −DI defines bullish or bearish directional control Color States: Strong Bullish Trend: - ADX is rising - +DI is above −DI - Shows strong bullish momentum and trend continuation Weak / Early Bullish: - +DI above −DI - ADX flat or weakening - Trend exists but momentum is not fully confirmed Strong Bearish Trend: - ADX is rising - −DI is above +DI - Strong bearish dominance and continuation Weak / Early Bearish: - −DI above +DI - ADX weakening - Selling pressure exists but momentum is fading No-Trade / Range Zone: - ADX is low or clearly declining - +DI and −DI are close or frequently crossing - Market is ranging or indecisive Why This Indicator Is Useful: - Removes the need to interpret raw ADX values - Visually highlights trend strength, weakness, and transitions - Helps avoid low-quality trades during weak momentum - Works perfectly as a trend filter for scalping, day trading, and swing trading Best Use Cases: - Trend confirmation - Momentum filtering - Entry quality validation - Avoiding false breakouts in low ADX conditions
Pine Script® Indikator
von onderarslantas107
srd786-Intraday VWAP Price Action IndicatorDISCLAIMER This Pine Script indicator does not constitute financial advice; it is just intended for educational and informational purposes. It functions as a tool for technical analysis that could help traders spot possible trading opportunities. It is crucial to remember that participating in financial markets has a number of risks that might result in large losses and are not suitable for all investors. Users are encouraged to conduct their own thorough investigation and analysis prior to using this indicator. Avoiding trading with money that one cannot afford to lose is essential. It is also advised to seek advice from a certified financial expert. Users must use suitable risk management techniques and recognize that past success does not guarantee future outcomes. Any losses, damages, or other consequences resulting from the usage of this indicator are not the author's responsibility. The user is ultimately responsible for all trading decisions, therefore using this tool is at their own risk. INTRODUCTION The “srd786-Intraday VWAP Price Action Indicator” is a sophisticated Pine Script (version 6) trading tool designed for intraday traders who focus on New York session trading hours. This indicator combines multiple technical analysis concepts including Volume Weighted Average Price (VWAP), Average True Range (ATR) for risk management, swing point detection for support/resistance identification, and momentum analysis through RSI. The primary objective is to generate high-probability long and short signals based on price action confluence with trend, momentum, and key structural levels. 1. VWAP (Volume Weighted Average Price): Shows the "fair" average price based on both price and trading volume. 2. ATR (Average True Range): Measures how much the price typically moves each day. 3. Trend Analysis: Identifies whether the market is going up, down, or sideways. 4. Momentum Indicators: Shows how strong the current price movement is. 5. Support & Resistance: Identifies key price levels where the price might stop or reverse. 6. Swing Points: Finds significant turning points in the price. This indicator is specifically optimized for the New York trading session (9:30 AM to 4:00 PM ET), making it particularly suitable for traders who focus on US market hours. It provides a complete trading framework that includes not only signal generation but also precise trade management levels including entry prices, stop-loss orders, and profit targets based on a configurable reward-to-risk ratio. The philosophy behind this indicator is confluence-based trading. Rather than relying on a single indicator or condition, it requires multiple factors to align before generating a trade signal. This approach filters out lower-probability setups and focuses only on high-quality opportunities where price action, trend direction, momentum, and key technical levels all point in the same direction. CORE CONCEPT AND METHODOLOGY Volume Weighted Average Price (VWAP) VWAP is the cornerstone of this indicator's trading methodology. Unlike a simple moving average that treats all price bars equally, VWAP incorporates volume data into its calculation, giving more weight to bars with higher trading volume. This makes VWAP a more accurate representation of the true average price where the most significant trading activity occurred. The calculation of VWAP is performed using the built-in 'ta.vwap()' function, which computes the cumulative volume-weighted average price from the beginning of the session. For intraday traders, VWAP serves as a critical reference point that indicates whether the current price is trading at a premium (above VWAP) or discount (below VWAP) relative to the session's volume-weighted average. In this indicator, the VWAP source is configurable through the 'vwapSource' parameter, with the default being HLC3 (High + Low + Close / 3). This source selection allows traders to experiment with different price types such as typical price, weighted close, or even custom sources to suit their trading style and market preferences. Average True Range (ATR) for Risk Management The Average True Range, calculated using 'ta.atr()', measures market volatility by decomposing the current range of price movement. ATR does not indicate price direction; instead, it quantifies the degree of price movement or volatility over a specified period. In this indicator, ATR serves dual purposes: determining the distance for limit orders and calculating stop-loss levels. The 'atrLength' parameter (default: 14) controls the lookback period for the ATR calculation. A shorter length makes the indicator more responsive to recent volatility, while a longer length provides a smoother average that may be more suitable for less volatile markets. The 'atrMultiplier' (default: 1.5) determines how many ATR units away the stop-loss is placed from the entry price, allowing traders to adjust their risk exposure based on current market conditions. Swing Detection and Support/Resistance Swing points represent significant turning points in price action where the market has temporarily exhausted its directional momentum. This indicator uses pivot high and pivot low calculations to identify swing highs and swing lows, which then form the basis for dynamic support and resistance levels. The 'swingLength' parameter (default: 5) defines how many bars to the left and right of a potential pivot point must be lower (for pivot highs) or higher (for pivot lows) to confirm the swing point. This lookback period helps filter out minor price fluctuations and focuses on more significant structural levels. Support and resistance levels are stored in arrays ('swingHighArray' and 'SwingLowArray'), with the most recent swing points serving as the primary reference levels. The 'srLookback' parameter (default: 20) controls the overall lookback window and also determines how many swing points to maintain in each array, ensuring that only relevant historical levels are considered. Breakout Detection When a price moves past a major support or resistance level, this is known as a price breakout. This price breakout suggests that there is a possibility of a new trend direction heading forward.Breakout detection eliminates noise, as little price fluctuations or volatility may momentarily drive prices past a threshold without authentic conviction.Detection of breakouts affirms robustness when the price above the threshold by 2%, indicating genuine market interest, and mitigates whipsaws to prevent placing trades based on transient price swings. The Breakout Tolerance parameter, set by default to 2%, regulates the breakout tolerance for the indicator. A price closure above the current high plus a minor tolerance buffer (usually 2%) indicates a potential continuation of upward movement, classified as a Bullish Breakout. Conversely, when the price closes below the recent low plus a minor tolerance buffer (usually 2%), it suggests that the price may continue to decline, which is classified as a Bearish Breakout Down. Trend Identification Trend determination is accomplished through an Exponential Moving Average (EMA) with a configurable length ('trendMaLength', default: 9). The indicator classifies trend into three states: BULLISH (price above EMA with confirmation from the previous bar), BEARISH (price below EMA with confirmation), and SIDEWAYS (price crossing or near the EMA). The EMA is chosen over simple moving averages because it responds more quickly to recent price changes while still providing enough smoothing to filter out noise. The confirmation requirement (both current and previous bar must be on the same side of the EMA) reduces false signals during periods of choppy price action. Momentum Analysis Momentum is measured using the Relative Strength Index (RSI) with a configurable length ('momentumLength', default: 9). RSI values are categorized into five states to provide nuanced momentum readings: STRONG BULL (RSI above 70), BUILDING (RSI between 55 and 70), NEUTRAL (RSI between 45 and 55), WEAKENING (RSI below 45), and STRONG BEAR (RSI below 30). This momentum categorization allows traders to distinguish between strong trending conditions (STRONG BULL/BEAR) and transitions (BUILDING/WEAKENING), providing context for trade signals and helping to avoid entering positions during momentum divergences. CONFIGURATION PARAMETERS VWAP Settings The 'vwapSource' parameter determines which price value is used in the VWAP calculation. The default value of 'hlc3' (High + Low + Close / 3) provides a balanced representation of each bar's price action. Traders can modify this to use typical price ('high + low + close / 3'), weighted close ('high + low + close + close / 4'), or other price types depending on their analytical preferences. ATR Settings The 'atrLength' parameter sets the lookback period for the Average True Range calculation. The default of 14 periods is standard across most trading platforms and timeframes, providing a good balance between responsiveness and smoothness. The 'atrMultiplier' parameter (default: 1.5) scales the ATR value to determine stop-loss distances. A multiplier of 1.5 means the stop-loss is placed 1.5 ATR units away from the entry price, providing enough buffer to accommodate normal volatility while limiting risk. Trade Settings The 'rrRatio' parameter (default: 3.0) establishes the reward-to-risk ratio for trade targets. A ratio of 2.0 means the profit target is twice the distance of the stop-loss from the entry price. The 'limitOrderDistance' parameter (default: 0.5) determines how far below (for long trades) or above (for short trades) the current close the limit order is placed, measured in ATR units. This allows traders to enter positions at better prices while waiting for pullbacks. Swing Detection Settings The 'swingLength' parameter (default: 5) controls pivot identification sensitivity. Higher values identify more significant swing points but may miss shorter-term opportunities. The 'showSwings' boolean parameter toggles the visual display of swing high and low points on the chart. Support & Resistance Settings The 'srLookback' parameter (default: 20) defines how many bars back to search for swing points and support/resistance levels. The 'breakoutTolerance' parameter (default: 0.02 or 2%) adds a small buffer to breakout detection to account for minor penetration of support/resistance levels due to price spikes or slippage. Trend & Momentum Settings The 'trendMaLength' parameter (default: 9) sets the EMA length for trend determination, while 'momentumLength' (default: 9) sets the RSI lookback period. Both should be at least 5 periods for meaningful calculations. Table Settings The 'showTable' parameter (default: true) enables the display of two information tables that provide real-time data on Indicator values and trade levels. SIGNAL GENERATION LOGIC Long Signal Conditions A long signal is generated when all the following conditions are simultaneously true: 1. Session Filter: The trade must occur during New York session hours (9:30 AM - 4:00 PM ET). 2. Trend Confirmation: The trend must be BULLISH (price above EMA with confirmation). 3. Price Position: Current price must be above VWAP, indicating bullish price action. 4. Breakout or No Resistance: Either price is breaking out above resistance level with tolerance, or there is no prior resistance level to overcome. 5. Momentum Alignment: Momentum must be either STRONG BULL or BUILDING. This confluence of conditions ensures that long trades are only taken when the market is trending higher, price is confirming strength by trading above VWAP, and momentum is supportive of continued upward movement. Short Signal Conditions A short signal is generated when all the following conditions are simultaneously true: 1. Session Filter: The trade must occur during New York session hours 2. Trend Confirmation: The trend must be BEARISH (price below EMA with confirmation) 3. Price Position: Current price must be below VWAP, indicating bearish price action 4. Breakout or No Support: Either price is breaking down below support level with tolerance, or there is no prior support level to overcome 5. Momentum Alignment: Momentum must be either STRONG BEAR or WEAKENING Similar to long signals, short trades require alignment across multiple timeframes and analytical approaches, filtering out counter-trend trades and focusing on high-probability setups. TRADE MANAGEMENT FRAMEWORK Entry Price Calculation For long trades, the limit order price is calculated as: 'Close - (ATR Value × Limit Order Distance)'. This places the entry price below the current close, allowing traders to buy on dips while maintaining a favorable entry price. For short trades, the limit order is placed above the current close: 'Close + (ATR Value × Limit Order Distance)'. The limit order distance is expressed in ATR units, making it adaptive to current volatility conditions. In more volatile markets, the limit order will be placed further from the current price, while in calmer markets, it will be closer. Stop-Loss Placement Stop-loss levels are calculated using the ATR multiplier to ensure adaptive risk management. For long trades: 'Entry Price - (ATR Value × ATR Multiplier)'. For short trades: 'Entry Price + (ATR Value × ATR Multiplier)'. This adaptive approach to stop-loss placement means that in volatile markets, stops are wider to avoid being stopped out by normal price fluctuations, while in quieter markets, stops are tighter to limit potential losses. The default multiplier of 1.5 provides approximately 1.5 times the average true range of protection. Target Price Calculation Profit targets are determined by the reward-to-risk ratio: 'Entry Price + (ATR Stop Distance × RR Ratio)' for long trades and 'Entry Price - (ATR Stop Distance × RR Ratio)' for short trades. The default ratio of 2.0 means the target is twice the distance of the stop-loss, providing a favorable risk-reward profile. New York Session Tracking The indicator includes specialized logic for tracking the New York session open price. When a new NY session begins (determined by the 'isNewNySession' variable), the current open price is recorded and maintained throughout the session. This provides a reference point for measuring intraday directional bias from the session's starting level. INFORMATION TABLES Indicators Table This table displays the current price, VWAP value, NY session open price, support level,resistance level, ATR, ATR-scaled stop distance, current trend classification, momentum state with RSI value, and breakout status. All values are color-coded based on their bullish or bearish implications. The VWAP cell is color-coded green if price is above VWAP (bullish) and red if below (bearish), providing instant visual confirmation of price's position relative to this critical level. Trade Levels Table This table shows current signal status (LONG, SHORT, or WAIT), limit order distance in ATR units, calculated limit order price, stop-loss level, and target price with the reward-to-risk ratio displayed. The signal cell is highlighted in green for long signals and red for short signals. ALERT CONDITIONS The indicator includes four alert conditions that can be configured in TradingView: 1. LONG Signal: Triggers when a long signal is generated, providing entry price, stop-loss, and target information. 2. SHORT Signal: Triggers when a short signal is generated with corresponding trade details. 3. Breakout Up: Notifies when price breaks out above resistance level. 4. Breakout Down: Notifies when price breaks down below support level. These alerts enable traders to receive notifications via TradingView's alert system without continuously monitoring the charts. USAGE EXAMPLES AND TRADING SCENARIOS Strong Bullish Trend with VWAP Support In this scenario, price has been trading above the 9-period EMA for multiple bars, confirming a bullish trend. The current price is above VWAP, indicating buyers are willing to pay a premium. A recent swing low has established a support level, and RSI is reading 65, indicating building momentum without being overextended. When price breaks above the recent swing high resistance with a 2% tolerance, the indicator generates a long signal. The trader places a limit order below the current bar's close (0.5 ATR units) and sets the stop-loss 1.5 ATR units below the entry, with a target 2.0 times the stop distance away. Short Setup During Volatile Session During a particularly volatile NY session, price gaps down below VWAP early in the day. The 9-period EMA is declining, and both current and previous bars are below it, confirming a bearish trend. The RSI has dropped to 28, indicating strong bearish momentum. A recent swing high serves as resistance, and when price breaks below the swing low support level, the indicator generates a short signal. The trader enters on a limit order placed 0.5 ATR units above the current price, with the stop-loss 1.5 ATR units above the entry and the target at a 2.0 reward-to-risk ratio. Avoiding Counter-Trend Trades Consider a scenario where price is above VWAP and the RSI reads 72 (overbought), but the price is below the 9-period EMA and the previous bar was also below the EMA. In this case, the trend is classified as BEARISH (or SIDEWAYS) despite the bullish price position relative to VWAP. The indicator will not generate a long signal because the trend condition is not met, protecting the trader from what could be a bear trap or continuation pattern. No Prior Levels Scenario At the beginning of a trading session or after significant volatility has cleared prior swing points, there may be no established support or resistance levels in the lookback window. In this case, the breakout condition 'or na(resistanceLevel)' allows long signals to be generated without requiring a resistance level to be broken, enabling traders to participate in emerging trends without waiting for prior levels to form. BEST PRACTICES AND TIPS Timeframe Selection This indicator is optimized for intraday timeframes (1-minute to 60-minute charts) and specifically for NY session trading. Higher timeframes may produce more reliable signals but fewer opportunities, while lower timeframes will generate more signals but with potentially lower reliability. Traders should backtest on their preferred timeframe before trading live. Market Conditions The indicator performs best in trending markets with clear directional bias. During ranging or sideways markets, the trend condition may oscillate frequently, and VWAP may oscillate around price, reducing signal quality. Consider filtering signals or reducing position size during low-volatility, range-bound conditions. Parameter Optimization While the default parameters have been selected for general applicability, traders should consider optimizing certain parameters for specific markets or instruments. For highly volatile instruments like crude oil or natural gas, increasing the 'atrMultiplier' to 2.0 or 2.5 may provide more appropriate risk management. For less volatile instruments like certain forex pairs, reducing the multiplier to 1.0 or 1.2 may improve signal quality. Multiple Timeframe Analysis For enhanced performance, traders can analyze the trend on a higher timeframe (such as 15-minute or hourly) while taking signals on a lower timeframe (such as 5-minute or 1-minute). This multi-timeframe approach ensures that signals are aligned with the larger trend direction. Risk Management While the indicator provides calculated stop-loss levels, traders should consider their overall position sizing and portfolio risk. The ATR-based stops provide a market-adaptive approach, but individual risk tolerance and account size should ultimately determine position sizing. The 2.0 reward-to-risk ratio is fixed but can be adjusted based on personal preferences or the specific characteristics of the instrument being traded. INTEGRATION WITH TRADINGVIEW Adding the Indicator To add this indicator to a TradingView chart, paste the code into the Pine Script editor and click "Add to Chart." The indicator will appear in the chart's sidebar and begin calculating immediately once sufficient historical data is available. Configuring Alerts To set up alerts, right-click on any of the alert conditions in the indicator's settings panel (long signal, short signal, breakout up, or breakout down) and select "Add Alert." Configure the alert frequency and notification methods (push notification, email, webhook, etc.) according to your preferences. Customization All input parameters can be adjusted through the indicator's settings panel without modifying the source code. Traders can experiment with different VWAP sources, ATR lengths and multipliers, swing detection parameters, and table display options to suit their trading style and market preferences. LIMITATIONS AND CONSIDERATIONS Session Dependency The indicator is specifically designed for NY session trading and will not generate signals outside these hours. Traders focused on other sessions or 24-hour markets may need to modify the session string to match their trading hours. Historical Data Requirements The indicator requires sufficient historical data to accurately calculate swing points and support/resistance levels. On lower timeframe charts with limited history, the initial signals may be less reliable until adequate swing points are identified. Lag in Swing Detection By definition, swing points are confirmed after the price has moved away from them, introducing some lag into support/resistance identification. Traders should be aware that the most recent swing point may not be confirmed until several bars after it occurs. Not Financial Advice This indicator is a technical analysis tool and should not be construed as financial advice. Traders are responsible for their own research and risk management decisions. Past performance of any trading system does not guarantee future results. SUMMARY The code follows a logical flow: • Version and Declaration: Pine Script version 6 indicator declaration with overlay enabled • Input Parameters: All user-configurable settings grouped by category • Session Logic: New York session tracking and open price recording • Core Calculations: VWAP, ATR, EMA, RSI, swing points • Support/Resistance Logic: Array-based storage and retrieval of swing levels • Trend and Momentum Classification: Categorization of current market state • Signal Generation: Confluence-based long and short conditions • Trade Level Calculations: Entry, stop-loss, and target pricing • Visual Plots: Hidden plots for alert data access • Information Tables: Real-time display of key values • Alert Conditions: Four configurable alert triggers This structured approach ensures clarity, maintainability, and extensibility for future modifications or enhancements.
Pine Script® Indikator
von srd786
Smart Trader, Episode 02, by Ata Sabanci | Battle of Candles ⚠️ CRITICAL: READ BEFORE USING ⚠️ This indicator is 100% VOLUME-BASED and requires Lower Timeframe (LTF) intrabar data for accurate calculations. Please understand the following limitations before using: 📊 DATA ACCURACY LEVELS: • 1T (Tick) — Most accurate, real volume distribution per tick • 1S (1 Second) — Reasonably accurate approximation • 15S (15 Seconds) — Good approximation, longer historical data available • 1M (1 Minute) — Rough approximation, maximum historical data range ⚠️ BACKTEST & REPLAY LIMITATIONS: • Replay mode results may differ from live trading due to data availability • For longer back test periods, use higher LTF settings (15S or 1M) • Not all symbols/exchanges support tick-level data • Crypto and Forex typically have better LTF data availability than stocks 💡 A NOTE ON TOOLS: Successful trading requires proper tools. Higher TradingView plans provide access to more historical intrabar data, which directly impacts the accuracy of volume-based calculations. More precise volume data leads to more reliable signals. Consider this when evaluating your trading infrastructure. 📌 OVERVIEW Smart Trader Episode 02: Battle of Candles is an advanced educational indicator that combines multiple analysis engines to help traders identify market scenarios and understand market dynamics. This is NOT financial advice or a trading signal service — it's a learning tool designed to help you understand how institutional traders might interpret price action. The indicator integrates 7 major analysis engines into a unified dashboard, providing real-time insights into volume flow, trend structure, market phases, and potential trade setups. ⚡ KEY FEATURES 🎯 16-Pattern Scenario Engine Automatically detects and classifies market conditions into 16 distinct scenarios, from strong continuation moves to potential reversals and traps. 💰 Trade Advisor Panel Aggregates all signals into actionable suggestions with confidence levels, suggested entry/SL/TP levels, and risk/reward calculations. 📊 Volume Engine Splits volume into buy/sell components using either Geometry (candle shape) or Intrabar (LTF data) methods for precise delta analysis. 📈 CVD (Cumulative Volume Delta) Tracks the running total of buying vs selling pressure to identify accumulation, distribution, and divergences. 🎯 Stop-Hunt Detection Identifies potential stop-hunt patterns where price sweeps liquidity levels before reversing. 📐 Pure Structure Trend Engine Zero-lag trend detection based on swing highs/lows (HH/HL/LH/LL) without any lagging indicators. ⚡ Effort vs Result Analysis Measures energy spent (volume) versus ground taken (price movement) to detect stalls, breakthroughs, and exhaustion. 🎯 SCENARIO ENGINE — 16 Market Patterns The Scenario Engine analyzes multiple factors (candle anatomy, volume, forces, CVD, wick analysis) to classify each candle into one of 16 scenarios: Continuation Scenarios (1-3) 1. ⚔️ STRONG MOVE — Big body candle (>60%) with volume confirming direction. Indicates strong momentum continuation. 2. 🛡️ ABSORPTION — One side attacks but the other absorbs the pressure. Price holds despite volume. Continuation expected in the absorbing side's favor. 3. 📉 PULLBACK — Small move against the trend with low volume. Indicates a healthy retracement before trend continuation. Reversal Scenarios (4-6, 13-16) 4. 💥 REJECTION — Big wick (>40%) with small body and high volume. Price was rejected at a level, potential reversal. 5. 🪤 TRAP — Pin direction disagrees with delta. Extreme wick size. Looks bullish/bearish but the opposite may happen. 6. 😫 EXHAUSTION — High energy spent (volume) but low ground taken (price movement). Both sides active but momentum fading. 13. 🔄 CVD BULL DIV — Price falling but CVD rising. Hidden buying detected (accumulation). Potential bullish reversal. 14. 🔄 CVD BEAR DIV — Price rising but CVD falling. Hidden selling detected (distribution). Potential bearish reversal. 15. 🎯 STOP HUNT BULL — Shorts were liquidated below support. Price swept liquidity and reversed. Expect bullish move. 16. 🎯 STOP HUNT BEAR — Longs were liquidated above resistance. Price swept liquidity and reversed. Expect bearish move. Range/Stalemate Scenarios (7-9) 7. ⚖️ DEADLOCK — Market in balance. Force ratio between 0.4-0.6. Low volume. No side winning. 8. 🔥 BATTLE — High volume fight in a range. Both sides attacking. Wicks on both ends of candle. 9. 🎯 WAITING — Building phase with quiet volume. Market is preparing but no trigger yet. Wait for breakout. Pre-Breakout Scenarios (10-12) 10. 🚀 BULL SETUP — Buyers accumulating in a building phase. Positive delta building. Bullish pressure growing. 11. 💣 BEAR SETUP — Sellers distributing in a building phase. Negative delta building. Bearish pressure growing. 12. ⚡ BREAKOUT — Price at boundary with strong candle and volume supporting. Imminent breakout expected. 💰 TRADE ADVISOR ENGINE The Trade Advisor aggregates all signals from the different engines into a single actionable output. It uses a weighted scoring system: Scoring Weights: • Scenario Signal: 30% • Trend Alignment: 20% • CVD Momentum: 15% + Divergence Bonus • Pin Forces: 15% • Liquidity Sweep: 12% • Stop-Hunt Detection: 10% • Effort vs Result: 10% Possible Actions: • ⏳ WAIT — Edge not strong enough (stay patient) • 🟢 LONG ENTRY — Buyers have strong advantage + signals align • 🔴 SHORT ENTRY — Sellers have strong advantage + signals align • ⚠️ CLOSE LONG/SHORT — Position at risk (reversal/trend flip) • 🛑 STOP LOSS — Price hit risk threshold • 💰 TAKE PROFIT — Target threshold reached 📊 EXTENDED INFO PANEL (Detailed Explanations) The Extended Info panel is hidden by default (toggle: Show Extended Info in settings). It provides detailed metrics that feed into the main engines: CVD ANALYSIS What is CVD? Cumulative Volume Delta (CVD) is the running total of Buy Volume minus Sell Volume. It reveals the underlying buying/selling pressure that may not be visible in price alone. CVD Value & Slope: • ↗ Rising: CVD increasing = net buying pressure (bullish) • ↘ Falling: CVD decreasing = net selling pressure (bearish) • → Flat: No clear pressure direction Accumulation vs Distribution: • Accumulation %: Shows buying pressure strength (0-100). High accumulation with CVD rising = strong bullish bias. • Distribution %: Shows selling pressure strength (0-100). High distribution with CVD falling = strong bearish bias. Divergence Alerts: • ⚠️ BULLISH DIVERGENCE: Price falling but CVD rising. Hidden buying = potential reversal UP. • ⚠️ BEARISH DIVERGENCE: Price rising but CVD falling. Hidden selling = potential reversal DOWN. WICK ANALYSIS Wick Torque: Torque measures the "rotational force" from wicks. It's calculated from wick length, volume, and body efficiency. • Positive Torque (Bullish): Bottom wick power dominates. Buyers defended lower prices. • Negative Torque (Bearish): Top wick power dominates. Sellers defended higher prices. • ⚡ High Torque (>30): Strong signal, significant wick rejection occurred. Stop-Hunt Detection: The engine detects when price has likely swept stop-losses clustered at key levels: • Stop Hunt Risk %: Likelihood score (0-100). Above 55% = confirmed hunt. • "Shorts hunted": Price swept below support, liquidating shorts, expect bounce UP. • "Longs hunted": Price swept above resistance, liquidating longs, expect drop DOWN. LIQUIDITY SWEEPS This section appears only when a liquidity sweep is detected. The engine monitors for price sweeping recent highs/lows and then reversing: • 🎯 LIQUIDITY SWEPT ABOVE: Price broke recent highs but closed back below. Longs trapped, expect DOWN. • 🎯 LIQUIDITY SWEPT BELOW: Price broke recent lows but closed back above. Shorts trapped, expect UP. POWER BALANCE The Power Balance meter shows the real-time strength comparison between buyers and sellers. Force Ratio: • 0% = Complete seller dominance • 50% = Perfect balance • 100% = Complete buyer dominance Visual Bar: • Left side (▓): Bear territory • Right side (▓): Bull territory • The bar is smoothed over recent history to reduce noise. EFFORT vs RESULT This section measures the efficiency of price movement relative to volume expended. Energy: How much volume was spent relative to the average. Energy > 1.0x means above-average volume activity. Ground: How much price movement occurred relative to average range. Ground > 1.0x means above-average price movement. STALL Warning: A STALL is detected when high energy is spent but low ground is taken (high effort, low result). This often indicates institutional battle, exhaustion, or imminent reversal. MARKET PHASE The Phase Engine classifies the current market regime: RANGE : No clear trend. Price confined to middle of channel. Low ADX. Balanced forces. Trade breakouts with caution. BUILDING : Compression/preparation phase. Channel tightening or boundary penetration without follow-through. Watch for breakout direction. TRENDING : Active directional move. Clear slope, good efficiency, price on trending side of channel. Favor pullback entries. Strength: 0-100% score combining slope, volume validity, and force/efficiency filters. Bars: How many candles the current phase has persisted. TRACK RECORD (Validation Panel) Enable with Show Validation Panel in settings. This section tracks the historical accuracy of scenario predictions: Accuracy: Percentage of validated predictions that were correct. Best/Worst Scenario: Shows which scenarios have the highest and lowest accuracy on the current symbol. Recent Signals: Last 5 predictions with their outcomes. ✓ = correct, ✗ = wrong, ⏳ = pending validation. ⚙️ SETTINGS GUIDE 📊 Volume Analysis Volume Calculation: Choose Geometry (estimates from candle shape) or Intrabar (precise LTF data). Intrabar Resolution: LTF for precise mode. Try 1S, 15S, or 1T. Must be lower than chart timeframe. History Depth: Candles stored in memory (5-50). Higher = more context, slower. Memory Lookback: Bars for moving averages and Z-scores (10-100). 🏷️ Market Phase Range Zone Width: How much of channel center is considered "range" (0.1-0.8). Trend Sensitivity: Minimum slope to detect trending. Lower = more sensitive. Min Episode Length: Minimum bars before phase can change. Prevents flickering. 🎯 Scenarios Min Confidence to Show: Only display scenarios above this confidence level (30-90). Bars to Validate: How many bars to wait before checking if prediction was correct. Success Move %: Minimum price movement to consider prediction successful. 💰 Trade Advisor Min Confidence for Entry: Minimum confidence to suggest a trade entry (50-90). Default Risk %: Stop loss distance as % of price (0.5-5.0). Min Risk/Reward: Minimum acceptable R:R ratio (1.0-5.0). 🔔 ALERT CONDITIONS The indicator provides the following alert conditions you can configure: • 🟢 LONG Entry Signal • 🔴 SHORT Entry Signal • ⚠️ Close LONG Signal • ⚠️ Close SHORT Signal • 🛑 STOP LOSS Alert • 💰 Take Profit Alert • 🚨 High Urgency Signal ⚠️ IMPORTANT DISCLAIMER EDUCATIONAL TOOL ONLY This indicator is designed for educational purposes to help users identify different market scenarios and understand how various signals might be interpreted. The Trade Advisor is NOT a recommendation to buy, sell, or invest. • Past performance does not guarantee future results • All trading involves risk of loss • The creator is not a licensed financial advisor • Always do your own research (DYOR) • Consult a qualified financial advisor before making any investment decisions By using this indicator, you acknowledge that you understand these risks and accept full responsibility for your trading decisions.
Pine Script® Indikator
von ata_sabanci
6
Arbitrage Matrix [LuxAlgo]The Arbitrage Matrix is a follow-up to our Arbitrage Detector that compares the spreads in price and volume between all the major crypto exchanges and forex brokers for any given asset. It provides traders with a comprehensive view of the entire marketplace, revealing hidden relationships among different exchanges for the same asset and offering easy, visual comparisons. 🔶 USAGE Arbitrage is the practice of taking advantage of price differences for the same asset across different markets. Arbitrage traders look for these discrepancies to profit from buying where it’s cheaper and selling where it’s more expensive to capture the spread. For begginers this tool is a clear snapshot of how different markets value the same asset, making global price dynamics easy to grasp. For advanced traders it is a powerful scanner for arbitrage setups, helping you identify where the biggest opportunities lie in real time. Arbitrage opportunities are often short‑lived, but they can be highly profitable. By showing you where spreads exist, this tool helps traders: Understand market inefficiencies Avoid trading at unfavorable prices Identify potential profit opportunities across exchanges By default, the tool searches all the enabled sources for the asset in the chart. It uses crypto exchanges as sources for crypto assets and forex brokers for all other assets. The data is displayed on a dashboard, which is the tool's only visual element. Traders can enable or disable any exchange or broker from the settings panel. All are enabled by default. 🔹 Displayable Data Traders can choose from four types of data to display: last price, last volume, average price, and average volume. Note that price and volume data may not be available for all assets at all sources, and sources without data will not be displayed. As the image shows, each chart displays a different type of data for the same asset. In this case, the asset is ETHUSDT. 🔹 Reading the Matrix Traders must read the data in a row-by-column format, as shown in the following example. Assume that we are charting BTCUSDT Daily. In the row, we have Exchange A; in the column, we have Exchange B. The data is the average price, and the value is 100. The default length for the average is 20. It reads like this: The average BTCUSDT price over the last 20 days is $100 higher on Exchange A than on Exchange B. If the value were -100, it would mean that the average price is $100 lower in Exchange A than in Exchange B. 🔹 Matrix Style Traders can change the colors and disable the background gradient, which is enabled by default. They can also fine-tune the location and dashboard size from the settings panel. 🔶 SETTINGS Sources: Choose between crypto exchanges, forex brokers, or automatic selection based on the asset in the chart. Average Length: Select the length for the price and volume averages. Crypto Exchanges: Enable or disable any available exchange. Forex Brokers: Enable or disable any available broker. 🔹 Dashboard Data: Select the data to display. Position: Select the dashboard location. Size: Select the dashboard size. 🔹 Style Bullish: Select bullish color. Bearish: Select bearish color. Background Gradient: Enable background gradient color.
Pine Script® Indikator
von LuxAlgo
3
Ichimoku + EMA + RSI [Enhanced]# **Ichimoku + EMA + RSI Strategy - User Instructions** --- ## **📋 TABLE OF CONTENTS** 1. (#installation) 2. (#strategy-overview) 3. (#parameter-configuration) 4. (#understanding-the-dashboard) 5. (#entry--exit-rules) 6. (#best-practices) 7. (#optimization-guide) 8. (#troubleshooting) --- ## **🚀 INSTALLATION** ### **Step 1: Add to TradingView** 1. Open TradingView.com 2. Click **Pine Editor** (bottom of screen) 3. Click **"New"** → Select **"Blank indicator"** 4. Delete all default code 5. **Copy and paste** the complete script 6. Click **"Save"** (give it a name: "Ichimoku EMA RSI Strategy") 7. Click **"Add to Chart"** ### **Step 2: Verify Installation** ✅ You should see: - Orange **200 EMA** line - Blue **Tenkan** line - Red **Kijun** line - Green/Red **Cloud** (Ichimoku cloud) - **Dashboard** in top-right corner - **Strategy Tester** tab at bottom --- ## **📊 STRATEGY OVERVIEW** ### **What This Strategy Does** Combines three powerful technical indicators to identify high-probability trades: | Component | Purpose | |-----------|---------| | **200 EMA** | Determines overall trend direction | | **Ichimoku Cloud** | Provides support/resistance and momentum | | **RSI** | Filters momentum strength | | **Dashboard** | Real-time signal analysis | ### **Trading Logic** - **LONG**: Enter when all bullish conditions align - **SHORT**: Enter when all bearish conditions align - **EXITS**: Automatic via trailing stops, cloud breach, or TK cross reversal --- ## **⚙️ PARAMETER CONFIGURATION** ### **🔵 Trend Filter Settings** ``` EMA Length: 200 (default) ``` - **Lower (100-150)**: More sensitive, faster signals - **Higher (250-300)**: More stable, slower signals - **Recommendation**: Keep at 200 for most timeframes --- ### **🟢 RSI Settings** ``` RSI Length: 14 (default) RSI Long Minimum: 55 RSI Short Maximum: 45 ``` **Adjustment Guide:** - **Aggressive** (more signals): Long=50, Short=50 - **Balanced** (default): Long=55, Short=45 - **Conservative** (fewer signals): Long=60, Short=40 --- ### **🟡 Ichimoku Settings** ``` Tenkan Period: 9 Kijun Period: 26 Senkou B Period: 52 Displacement: 26 ``` **Standard Configurations:** | Timeframe | Tenkan | Kijun | Senkou B | |-----------|--------|-------|----------| | **1H - 4H** | 9 | 26 | 52 | | **15m - 1H** | 7 | 22 | 44 | | **Daily** | 9 | 26 | 52 | **Filters:** - ✅ **Require Chikou Confirmation**: Adds extra validation (recommended) - ✅ **Require Cloud Position**: Price must be above/below cloud (recommended) --- ### **🔴 Risk Management** ``` ATR Length: 14 ATR Stop Loss Multiplier: 2.0 ATR Take Profit Multiplier: 3.0 Min Bars Between Trades: 3 ``` **Risk/Reward Profiles:** | Profile | SL Multiplier | TP Multiplier | Description | |---------|---------------|---------------|-------------| | **Conservative** | 2.5 | 4.0 | Wider stops, higher R:R | | **Balanced** | 2.0 | 3.0 | Default settings | | **Aggressive** | 1.5 | 2.5 | Tighter stops, faster exits | --- ### **🎨 Display Settings** ``` Show Dashboard: ON Show Entry Signals: ON ``` - **Dashboard**: Shows real-time analysis - **Entry Signals**: Green/Red arrows on chart --- ## **📈 UNDERSTANDING THE DASHBOARD** ### **Dashboard Components** ``` ┌─────────────────────┬──────────┐ │ Component │ Status │ ├─────────────────────┼──────────┤ │ EMA Trend │ BULL/BEAR│ │ Cloud │ ABOVE/BELOW/INSIDE│ │ TK Cross │ BULL/BEAR│ │ RSI │ 55.3 │ │ Chikou │ BULL/BEAR│ │ Signal │ STRONG LONG│ └─────────────────────┴──────────┘ ``` ### **Signal Interpretation** | Signal | Score | Meaning | Action | |--------|-------|---------|--------| | **STRONG LONG** | 7+ | All conditions aligned | High confidence LONG | | **LONG** | 4-6 | Most conditions met | Moderate confidence | | **NEUTRAL** | <4 | Mixed signals | Wait for clarity | | **SHORT** | 4-6 | Bearish bias | Moderate SHORT | | **STRONG SHORT** | 7+ | All bearish conditions | High confidence SHORT | --- ## **📍 ENTRY & EXIT RULES** ### **✅ LONG ENTRY CONDITIONS** All must be TRUE: 1. ✅ Price **above** 200 EMA 2. ✅ Price **above** Ichimoku Cloud 3. ✅ Tenkan **crosses above** Kijun (TK Bull Cross) 4. ✅ RSI **above** 55 5. ✅ Chikou **above** price 26 bars ago 6. ✅ Minimum bars since last trade met **Visual Confirmation:** - 🟢 Green triangle **below** candle - Dashboard shows **"STRONG LONG"** --- ### **❌ LONG EXIT CONDITIONS** Any ONE triggers exit: 1. ❌ Price closes **below** cloud bottom 2. ❌ Tenkan **crosses below** Kijun 3. ❌ ATR trailing stop hit (2.0 × ATR) 4. ❌ Take profit hit (3.0 × ATR) --- ### **✅ SHORT ENTRY CONDITIONS** All must be TRUE: 1. ✅ Price **below** 200 EMA 2. ✅ Price **below** Ichimoku Cloud 3. ✅ Tenkan **crosses below** Kijun (TK Bear Cross) 4. ✅ RSI **below** 45 5. ✅ Chikou **below** price 26 bars ago 6. ✅ Minimum bars since last trade met **Visual Confirmation:** - 🔴 Red triangle **above** candle - Dashboard shows **"STRONG SHORT"** --- ### **❌ SHORT EXIT CONDITIONS** Any ONE triggers exit: 1. ❌ Price closes **above** cloud top 2. ❌ Tenkan **crosses above** Kijun 3. ❌ ATR trailing stop hit (2.0 × ATR) 4. ❌ Take profit hit (3.0 × ATR) --- ## **💡 BEST PRACTICES** ### **Recommended Timeframes** | Timeframe | Trading Style | Signals/Week | |-----------|---------------|--------------| | **15m** | Scalping | 20-30 | | **1H** | Day Trading | 10-15 | | **4H** | Swing Trading | 5-10 | | **Daily** | Position Trading | 2-5 | --- ### **Asset Classes** ✅ **Best Performance:** - Major Forex pairs (EUR/USD, GBP/USD) - Crypto (BTC/USD, ETH/USD) - Major indices (SPX, NAS100) ⚠️ **Use Caution:** - Low liquidity pairs - Highly volatile altcoins - Stocks with gaps --- ### **Risk Management Rules** ``` 1. Never risk more than 2% per trade 2. Use the built-in ATR stops (don't override) 3. Respect the "Min Bars Between Trades" cooldown 4. Don't trade during major news events 5. Monitor dashboard - only trade STRONG signals ``` --- ## **🔧 OPTIMIZATION GUIDE** ### **Step 1: Run Initial Backtest** 1. Open **Strategy Tester** tab (bottom of screen) 2. Set date range (minimum 6 months) 3. Review: - **Net Profit** - **Win Rate** (target: >50%) - **Profit Factor** (target: >1.5) - **Max Drawdown** (target: <20%) --- ### **Step 2: Optimize Parameters** **If Win Rate is Low (<45%):** - Increase RSI thresholds (Long=60, Short=40) - Enable both Chikou + Cloud filters - Increase "Min Bars Between Trades" to 5 **If Too Few Signals:** - Decrease RSI thresholds (Long=50, Short=50) - Reduce EMA to 150 - Adjust Ichimoku to faster settings (7/22/44) **If Drawdown is High (>25%):** - Increase ATR Stop Loss Multiplier to 2.5 - Add longer cooldown period (5+ bars) - Trade only STRONG signals --- ### **Step 3: Forward Test** ``` 1. Paper trade for 2-4 weeks 2. Compare results to backtest 3. Adjust if live results differ significantly 4. Only go live after consistent paper trading success ``` --- ## **🛠️ TROUBLESHOOTING** ### **Problem: No Signals Appearing** **Solutions:** - Check RSI levels aren't too restrictive - Verify timeframe is appropriate (try 1H or 4H) - Ensure both filters aren't enabled on ranging markets - Review dashboard - components may be conflicting --- ### **Problem: Too Many Losing Trades** **Solutions:** - Enable **both** Chikou + Cloud filters - Increase RSI thresholds (more conservative) - Only trade when dashboard shows "STRONG" signals - Increase cooldown period to avoid overtrading --- ### **Problem: Dashboard Not Showing** **Solutions:** - Verify "Show Dashboard" is enabled in settings - Check chart isn't zoomed out too far - Refresh chart (F5) - Re-add indicator to chart --- ### **Problem: Stops Too Tight/Wide** **Solutions:** - **Too Tight**: Increase ATR Stop Loss Multiplier to 2.5-3.0 - **Too Wide**: Decrease to 1.5-1.8 - Verify ATR Length is appropriate for timeframe - Consider asset volatility (crypto needs wider stops) --- ## **📞 QUICK REFERENCE CARD** ``` ═══════════════════════════════════════════════════ STRATEGY QUICK REFERENCE ═══════════════════════════════════════════════════ BEST TIMEFRAMES: 1H, 4H, Daily BEST ASSETS: Major Forex, BTC, ETH, Indices RISK PER TRADE: 1-2% of capital LONG ENTRY: ✓ Price > 200 EMA ✓ Price > Cloud ✓ TK Bull Cross ✓ RSI > 55 ✓ Dashboard = STRONG LONG SHORT ENTRY: ✓ Price < 200 EMA ✓ Price < Cloud ✓ TK Bear Cross ✓ RSI < 45 ✓ Dashboard = STRONG SHORT EXITS: × Cloud breach × TK reverse cross × ATR trailing stop × Take profit (3:1 R:R) ═══════════════════════════════════════════════════ ``` --- ## **⚠️ DISCLAIMER** This strategy is for **educational purposes only**. Always: - Backtest thoroughly on your specific assets - Paper trade before going live - Never risk more than you can afford to lose - Past performance ≠ future results - Consider market conditions and your risk tolerance --- **Happy Trading! 📈** TradingView — Track All Markets Where the world charts, chats, and trades markets. We're a supercharged super-charting platform and social network for traders and investors. Free to sign up.
Pine Script® Strategie
von D4V3YZ
***CILGIN INDIKATOR***ÇILGIN INDICATOR – User Guide OVERVIEW ÇILGIN INDICATOR is a multi-layer trend and momentum confirmation tool designed for discretionary traders. It combines Relative RSI, EMA structure, SuperTrend logic, Momentum, and optional CCI & ADX filters into a single visual system. Purpose: Filter market noise, confirm trend strength, and highlight high-probability Buy / Sell zones. The indicator works on all symbols and all timeframes. RELATIVE RSI & MOMENTUM The indicator can work in two modes: NORMAL MODE (Formula OFF) RSI is calculated directly from the chart symbol. FORMULA MODE (Formula ON) RSI is calculated from a relative price formula: Base Symbol / Denominator 1 / Denominator 2 This allows relative strength analysis against indices, sectors, or benchmarks. RSI SIGNAL LOGIC RSI Signal Line = SMA of RSI RSI 50 Level = Trend bias reference BUY SIGNAL RSI crosses above the signal line Optional: RSI must also cross above 50 (Double Confirmation) SELL SIGNAL RSI crosses below the signal line Optional: RSI must also cross below 50 Small arrows on the chart represent RSI-based Buy and Sell signals. EMA STRUCTURE Five adaptive EMAs are plotted: EMA 1 EMA 5 EMA 21 EMA 50 EMA 100 EMA lengths automatically adapt to timeframe speed. EMA BUY LOGIC Fast EMA crosses above any slower EMA. EMA SELL LOGIC Fast EMA crosses below any slower EMA. EMAs define: Trend direction Dynamic support and resistance Momentum shifts SUPERTREND SYSTEM A custom ATR-based SuperTrend is used. Features: Optional candle wick usage Dynamic trailing stop Visual Buy / Sell labels SUPERTREND BUY Trend flips from bearish to bullish. SUPERTREND SELL Trend flips from bullish to bearish. Colored zones visualize the active trend direction. STRONG BUY & STRONG SELL SIGNALS A Strong Signal is generated only when multiple conditions agree. STRONG BUY RSI Buy Signal SuperTrend Buy Signal Optional CCI Filter confirmation Optional ADX Filter confirmation STRONG SELL RSI Sell Signal SuperTrend Sell Signal Optional CCI Filter confirmation Optional ADX Filter confirmation Strong signals are displayed as large labeled markers: “STRONG BUY” “STRONG SELL” Designed for trend-following entries, not market noise. CCI & ADX FILTERS (OPTIONAL) CCI FILTER Buy allowed only if CCI > 0 Sell allowed only if CCI < 0 ADX FILTER ADX must be above minimum level Direction confirmed using +DI and -DI These filters help avoid sideways markets and weak trends. INFORMATION PANELS PANEL A (Top Right) Daily percentage change Weekly percentage change Monthly percentage change Daily volume (millions) PANEL B (Bottom Right) Relative RSI value RSI signal value Relative momentum Market status (Bull / Bear) Provides instant market context without extra indicators. ALERTS Built-in alerts are available for: STRONG BUY STRONG SELL Suitable for automation and watchlist monitoring. BEST PRACTICES Use Formula Mode for relative strength analysis Enable CCI & ADX filters on higher timeframes Combine signals with price action and key levels Do not use as a standalone trading system DISCLAIMER This indicator is a decision-support tool and does not provide financial advice. Always manage risk and confirm signals with your own analysis.
Pine Script® Indikator
von metinnitem
Momentum Status Tracker by VKKScript Coder: Vivek K. Disclaimer : Use this indicator at your own risk. Do proper back testing to make sure it works for you. I am not responsible for any losses you may have. Indicator may give false signals during consolidation state. Make sure to use other indicators for correct momentum or directional confirmations. Bullish: Price is above the 5, 13, 20 EMAs AND the VWAP. Bearish: Price is below the 5, 13, 20 EMAs AND the VWAP. Cautious: This triggers when the "stack" is broken. For example, if you are in a clear uptrend but the price closes below the 5 EMA, the table will flip to Cautious to warn you of a potential slowdown. Neutral: Used as a fallback if the price is chopping directly inside the EMA cluster.
Pine Script® Indikator
von katakwar
Multi Cycles Predictive System ML - GBM IntegratedMulti-Cycle Predictive System: The Gradient Boosting Machine (GBM) Revolution Introduction: The Death of Static Analysis The financial markets are not static; they are a living, breathing, and chaotic system. Yet, for decades, traders have relied on static indicators—using the same RSI settings, the same MACD parameters, and the same Moving Averages regardless of whether the market is trending, chopping, or crashing. The Multi-Cycle Predictive System (MCPS) represents a paradigm shift. It is not just an indicator; it is an Adaptive Machine Learning Engine running directly on your chart. By integrating a fully functional Gradient Boosting Machine (GBM), this script does not guess—it learns. It monitors 13 distinct algorithmic models, calculates their real-time accuracy against future price action, and dynamically reallocates influence to the "winning" models using gradient descent. This is Survival of the Fittest applied to technical analysis. 1. The Core Engine: Gradient Boosting & Adaptive Learning At the heart of the MCPS is a custom-coded Gradient Boosting Machine. While most "ML" scripts on TradingView simply average a few indicators, this system replicates the architecture of advanced data science models. How the GBM Works: Ensemble Prediction: The system aggregates signals from 13 different mathematical models. Residual Calculation: It compares the ensemble's previous predictions against the actual price movement (Price Return) to calculate the error (Residual). Gradient Descent: It calculates the gradient of the loss function. We utilize a Huber Loss Gradient, which is robust against outliers (market spikes), ensuring the model doesn't overreact to volatility. Weight Optimization: Using a configurable learning rate, the system updates the weights of each sub-algorithm. Models that predicted correctly gain weight; models that failed lose influence. Softmax Normalization: Finally, weights are passed through a Softmax function (with Temperature control) to convert them into probabilities that sum to 1.0. The "Winner-Takes-All" Philosophy A common failure in ensemble systems is "Signal Dilution"—where good signals are drowned out by bad ones. The MCPS solves this with Aggressive Weight Concentration: Top 3 Logic: The script identifies the top 3 performing algorithms based on historical accuracy. The 90% Rule: It forces the system to allocate up to 90% of the total decision weight to these top 3 performers. Result: If Ehlers and Schaff are reading the market correctly, but MACD is failing, MACD is effectively silenced. The system listens only to the winners. 2. The 13 Algorithmic Pillars The MCPS draws from a diverse library of Digital Signal Processing (DSP), Statistical, and Momentum algorithms. It does not rely on simple moving averages. Ehlers Bandpass Filter: Isolates the dominant cycle in price data, removing trend and noise. Zero-Lag EMA (ZLEMA): Reduces lag to near-zero to track momentum shifts instantly. Coppock Curve: A classic long-term momentum indicator, modified here for adaptive responsiveness. Detrended Price Oscillator (DPO): Eliminates the trend to identify short-term cycles. Schaff Trend Cycle (STC): A double-smoothed stochastic of the MACD, excellent for identifying cycle turns. Fisher Transform: Converts price into a Gaussian normal distribution to pinpoint turning points. MESA Adaptive: Uses Maximum Entropy Spectral Analysis to detect the current dominant cycle period. Goertzel Algorithm: A DSP technique used to identify the magnitude of specific frequency components in the price wave. Hilbert Transform: Extracts the instantaneous amplitude and phase of the price action. Autocorrelation: Measures the similarity between the price series and a lagged version of itself to detect periodicity. Singular Spectrum Analysis (SSA): Decomposes the time series into trend, seasonal, and noise components (Simplified). Wavelet Transform: Analyzes data at different scales (frequencies) simultaneously. Empirical Mode Decomposition (EMD): Splits data into Intrinsic Mode Functions (IMFs) to isolate pure cycles. 3. The Dashboard: Total Transparency Black-box algorithms are dangerous. You need to know why a signal is being generated. The MCPS features two detailed dashboards (tables) located at the bottom of your screen. The Weight & Accuracy Table (Bottom Right) This is your "Under the Hood" view. It displays: Algorithm: The name of the model. Accuracy: The rolling historical accuracy of that specific model over the lookback period (e.g., 58.2%). Weight: The current influence that model has on the final signal. Watch this change in real-time. You will see the system "giving up" on bad models and "betting heavy" on good ones. Prob/Sig: The raw probability and directional signal (Up/Down). The GBM Stats Table (Bottom Left) Tracks the health of the Machine Learning engine: Iterations: How many learning cycles have occurred. Entropy: A measure of market confusion. High entropy means weights are spread out (models disagree). Low entropy means the models are aligned. Top 3 Weight: Shows how concentrated the decision power is. If this is >80%, the system is highly confident in specific models. Confidence & Agreement: Statistical measures of the signal strength. 4. How to Trade with MCPS This system outputs a single, composite Cycle Line (oscillating between -1 and 1) and a background Regime Color. Strategy A: The Zero-Cross (Trend Reversal) Bullish: When the Cycle Line crosses above 0. This indicates that the weighted average of the top-performing algorithms has shifted to a net-positive expectation. Bearish: When the Cycle Line crosses below 0. Strategy B: Probability Extremes (Mean Reversion) Strong Buy: When the Cycle Line drops below -0.5 (Oversold) and turns up. This indicates a high-probability cycle bottom. Strong Sell: When the Cycle Line rises above +0.5 (Overbought) and turns down. Strategy C: Regime Filtering The background color changes based on the aggregate consensus: Green/Lime: Bullish Regime. Look primarily for Long entries. Ignore weak sell signals. Red/Orange: Bearish Regime. Look primarily for Short entries. Gray: Neutral/Choppy. Reduce position size or wait. 5. Configuration & GBM Settings The script is highly customizable for advanced users who want to tune the Machine Learning hyperparameters. Prediction Horizon: How many days into the future are we trying to predict? (Default: 3). Accuracy Lookback: How far back does the model check to calculate "Accuracy"? GBM Learning Rate: Controls how fast the model adapts. High (0.2+): Adapts instantly to new market conditions but may be "jumpy." Low (0.05): Very stable, long-term adaptation. Temperature: Controls the "Softmax" function. Higher temperatures allow for softer, more distributed weights. Lower temperatures force a "Winner Takes All" outcome. Max Top 3 Weight: The cap on how much power the top 3 models can hold (Default: 90%). 6. Technical Nuances (For the Geeks) Huber Gradient: We use Huber loss rather than MSE (Mean Squared Error) for the gradient descent. This is crucial for financial time series because price spikes (outliers) can destroy the learning process of standard ML models. Huber loss transitions from quadratic to linear error, making the model robust. Regularization: L2 Regularization is applied to prevent overfitting, ensuring the model doesn't just memorize past noise. Memory Decay: The model has a "fading memory." Recent accuracy is weighted more heavily than accuracy from 200 bars ago, allowing the system to detect Regime Shifts (e.g., transitioning from a trending market to a ranging market). Disclaimer: This tool is a sophisticated analytical instrument, not a crystal ball. Machine Learning attempts to optimize probabilities based on historical patterns, but no algorithm can predict black swan events or fundamental news shocks. Always use proper risk management. The "Warmup Period" is required. The script needs to process 50 bars of history before the GBM engine initializes and produces signals. Author's Note: I built the MCPS because I was tired of indicators that stopped working when the market "personality" changed. By integrating GBM, this script adapts to the market's personality in real-time. If the market is cycling, Ehlers and Goertzel take over. If the market is trending, Coppock and ZLEMA take the lead. You don't have to choose—the math chooses for you. Please leave a boost and a comment if you find this helpful!
Pine Script® Indikator
von jaydesaigu
Ultimate Futures Daytrade Suite v1 - The Strategy GuideHere is the complete **Strategy Guide** translated into English. --- # 📘 Ultimate Futures Daytrade Suite – The Strategy Guide ### 1. The Visual Legend (What is what?) Before you trade, you need to understand the hierarchy of your lines. Not every line has the same importance. * **🟣 Daily EMA 50 (Neon Violet):** The **"Big Boss"**. It determines the **Macro Trend**. * *Price above:* We are primarily looking for Longs. * *Price below:* We are primarily looking for Shorts. * **🟢 4h EMA 50 (Neon Green):** The **"Swing Trend"**. Your most important level for **Pullback Entries** (Re-entries). * **🟡 POC (Gold) & TPO:** The **"Magnet"**. Price often returns here. * *Rule:* Never open a trade directly *on* the POC (Risk of "Chop"). Use it as a **Target** (Take Profit). * **🟠 IB High/Low (Orange Lines):** The **"Daily Structure"**. * A breakout from the IB (Initial Balance) often indicates the trend direction for the day. * **🟥/🟩 Boxes (Supply/Demand):** Resistance and Support zones from the 1h timeframe. * **⬜ FVG Boxes:** "Gaps" in the market that are often filled. --- ### 2. The Trading Workflow (Top-Down Method) Go through this mental checklist before every trade: #### Step 1: Trend Check (The Traffic Light) Look at the **Violet Line (Daily)** and the **Green Line (4h)**. * **Bullish:** Price is above Violet AND above Green. -> *Focus: Buy dips.* * **Bearish:** Price is below Violet AND below Green. -> *Focus: Sell rallies.* * **Mixed:** Price is between Violet and Green. -> *Caution! Market is undecided (Range Trading).* #### Step 2: Location (The Context) Where is the price currently located? * Are we at a **Green Demand Zone**? * Are we testing the **4h EMA 50 (Green)** from above? * Are we at the **VWAP**? * *Never trade in "No Man's Land"!* Wait until the price touches one of your lines. #### Step 3: Trigger (The Execution) Now zoom into your lower timeframe (e.g., 5min or 15min). * Wait for a reaction at the zone. * Use the **EMA 9 (Yellow)** as a momentum trigger. If price breaks the EMA 9 and closes above/below it, that is your "Go". --- ### 3. The Setup Blueprints Here are the two most profitable scenarios you can trade with this script: #### A) The "Golden Trend" Setup (Long) * **Context:** Price > **Daily EMA (Violet)**. * **Preparation:** Price corrects (drops) back to the **4h EMA 50 (Green)** or to the **VWAP**. * **Confluence:** Ideally, there is also a **Demand Zone (Green Box)** or an **FVG** at that level. * **Entry:** As soon as a candle touches the zone and closes bullish again (or reclaims the EMA 9). * **Stop-Loss:** Below the 4h EMA 50. * **Take-Profit:** Next **Supply Zone (Red)** or the **IB High (Orange)**. #### B) The "Daytrade Breakout" (Intraday) * **Context:** Price opens inside yesterday's Value Area. * **Signal:** Price breaks through the **IB High (Orange)** with momentum. * **Filter:** Price must be above the **VWAP**. * **Entry:** On the retest of the IB High or directly on the breakout. * **Target:** Price often trends in that direction for the rest of the day. --- ### 4. Warning Signals (When NOT to trade) 1. **The "Concrete Ceiling":** If you want to go Long, but the **Violet Daily EMA 50** is running directly above you. This is massive resistance. Better wait until it is broken. 2. **The "POC Dance":** If price is dancing sideways around the **Gold Line (POC)**. This is a "No-Trade Zone". Day traders lose the most money here due to fees and whipsaws. 3. **Overextension:** If price is extremely far away from the **4h EMA 50 (Green)** (Rubber Band Effect). Do not enter in the trend direction here; wait for a pullback to the line. ### Summary Your chart is now telling you a story: * **Violet** tells you the Direction. * **Green** gives you the Entry. * **Red/Green Boxes** show you the Obstacles. * **Yellow (EMA 9)** gives you the Timing. Good luck with the Suite! This is a setup similar to what institutional traders use.
Pine Script® Indikator
von socke1986
RSI Divergence Pro Price Overlay High-Prob v6RSI Divergence Pro — Comprehensive Usage Guide 1) What This Indicator Does (in plain English) Goal: Detect high-probability reversal (and optionally continuation) points using RSI divergences, then draw clean visual lines on price (red/bearish, green/bullish) and attach a % Strength label to help you quickly decide if it’s worth trading. Core logic: • Finds confirmed peaks and valleys using ta.pivothigh and ta.pivotlow. • Bearish: Price makes Higher High while RSI makes Lower High. • Bullish: Price makes Lower Low while RSI makes Higher Low. • Filters for high probability: RSI near OB/OS, min RSI diff, ATR scaling, pivot spacing. • Draws lines on price chart and attaches % Strength label. • Alerts trigger only when a new divergence line is drawn. 2) Inputs & What Each One Means • RSI Period: Shorter = more reactive; longer = smoother. • Pivot Left/Right: Controls peak/valley confirmation. • RSI Overbought/Oversold: Default 60/40; tighten for lower TFs. • Min RSI Divergence: Minimum difference between RSI pivots. • ATR Length & Min Price Move vs ATR: Ensures structural change. • Bars Between Pivots: Avoid micro noise and stale signals. • Hidden Divergence toggle: OFF for reversal; ON for continuation. 3) The % Strength Label — What It Represents Combines RSI divergence magnitude (60%), Price move vs ATR (30%), OB/OS proximity (10%). Interpretation: • 80–100%: A-grade signals. • 60–79%: Good, tradable with confirmation. • 40–59%: Caution. • <40%: Usually skip. 4) High-Probability Trading Workflow (H1) 1. Step 1: Scan & identify the signal. 2. Step 2: Confirm with price action (structure break or engulfing). 3. Step 3: Entry (conservative or aggressive). 4. Step 4: Stop placement (pivot ±0.5×ATR). 5. Step 5: Take profit & management (TP1 1×ATR, TP2 2×ATR, trail). 5) Confluence & Filters • EMA slope confirmation. • Structure alignment with S/R zones. • Volatility regime check. 6) Example Scenarios • A) Bearish Classic Divergence: HH price + LH RSI, Strength 83%. • B) Bullish Classic Divergence: LL price + HL RSI, Strength 68%. • C) Hidden Bullish Divergence: HL price + LL RSI, Strength 75%. 7) Common Pitfalls & How to Avoid Them • Forcing signals in dead volatility. • Taking divergences in strong trends without confirmation. • Ignoring pivot spacing. 8) Tuning for Your Style • H1 defaults: RSI 10, pivots 5/5, thresholds 60/40. • M15/M5: thresholds 65/35, min RSI diff 10–12. • H4/D1: thresholds 58/42, ATR multiple 0.4–0.6. 9) Multi-Asset Notes • FX majors: overlap session ideal. • Indices: require engulfing confirmation. • Crypto: use ATR multiple ≥0.7. 10) Alerts — How to Use Them • Set alerts Once per bar close. • Alert names: Bearish RSI Divergence, Bullish RSI Divergence. 11) Backtesting & Forward Testing • Define rules: entry, stop, TP. • Track Strength % bins. 12) Troubleshooting & Diagnostics • No lines? Loosen thresholds. • Too many lines? Tighten thresholds. 13) Quick Operator’s Checklist • Signal present? • Location near S/R? • Confirmation present? 14) Future Upgrade Options • Session filter (London–NY overlap). • EMA slope confirmation. • Structure-break confirmation. • Alert text enhancements.
Pine Script® Indikator
von DayTraderz365
2