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Indicatori e strategie

Two Consecutive Candles Alert - Toggle Alerts🔹 Overview: This indicator identifies when two consecutive candles of the same color appear on the chart—bullish (green) or bearish (red). It highlights the second candle of the streak and optionally triggers an alert, helping traders spot short-term momentum shifts or continuation patterns. 🔹 How It Works: Candle Detection: The script checks the last three candles. The second candle in a pair is marked only if it follows a candle of the same color and is not part of a longer streak. Marking: Bullish second candles are marked with a green triangle below the bar. Bearish second candles are marked with a red triangle above the bar. Alerts (Optional): Traders can enable or disable alerts independently for bullish or bearish setups using checkboxes in the settings. Alerts are triggered only on the second candle of a two-candle streak. 🔹 Inputs / Settings: Enable Bullish Candle Alerts ✅ Enable Bearish Candle Alerts ✅ 🔹 Use Case: Identify short-term trend momentum. Spot potential continuation setups after two consecutive candles of the same type. Combine with other indicators for confirmation (e.g., support/resistance, moving averages). 🔹 Notes: The indicator marks only the second candle in a two-candle streak to avoid marking longer streaks multiple times. Alerts are fully optional and can be toggled on or off.
Indicatore Pine Script®
di toniofficial2024
Orby McOrb Face - DST Auto Adjust📊 Opening Range Breakout Indicator 📊 Created by Debz n Darwin Finely Tuned by Farasol (aka Steph) An advanced Opening Range Breakout (ORB) indicator that automatically adjusts for Daylight Saving Time changes in London and New York markets. Perfect for intraday traders who rely on session opens for trade setups. 🌍 KEY FEATURES: ✅ Automatic DST Detection - London: Automatically switches between GMT (winter) and BST (summer) - New York: Automatically switches between EST (winter) and EDT (summer) - No manual adjustment needed throughout the year 📈 Three Major Trading Sessions: - Asia Session: Midnight Singapore Time (00:00 UTC+8) - London Session: 8:00am London local time - New York Session: 9:30am NY local time (market open) ⚙️ Customizable Settings: - Opening Range: 15 or 30 minutes - Toggle sessions on/off individually - Take Profit levels: 1:1, 1:2, 1:3, 1:4, 1:5 (Risk:Reward ratios) - Custom colour schemes for each session 🎯 How It Works: The indicator captures the high and low of the first 15 or 30 minutes of each session, then projects these levels forward. These Opening Range levels act as key support/resistance zones and potential breakout points. 📊 Visual Elements: - White lines: Opening Range High/Low - White dots: Range Midpoint - Green lines: Bullish Take Profit targets - Fluro Green line: Triggers Bullish Breakout = Long - Red lines: Bearish Take Profit targets - Orange line: Triggers Bearish Breakout = Short 🔔 Built-in Alerts: - Bullish breakout (price breaks above range high) - Bearish breakout (price breaks below range low) - Separate alerts for each session 💡 Best Used For: - Scalping and day trading - Session-based strategies - Breakout trading - Range-bound trading - Multi-timeframe analysis ⏰ DST Dates (Auto-Configured): - London DST: Last Sunday of March to Last Sunday of October - New York DST: 2nd Sunday of March to 1st Sunday of November Works on all timeframes but optimized for 5m and 30m charts. Created by Debz with the assist of Farasol | Version 2
Indicatore Pine Script®
di Debz_n_Darwin
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.
Indicatore Pine Script®
di BullishBullRising
MTF Dual Supertrend with Bands and PivotSUPERTREND WITH UPPER AND LOWER BANDS + PIVOT POINTS + MULTI-TIMEFRAME - INDICATOR DESCRIPTION OVERVIEW: This Pine Script indicator combines the SuperTrend technical analysis tool with visible upper and lower bands, standard daily pivot points, AND a second SuperTrend from a different timeframe. SuperTrend is a trend-following indicator that helps traders identify the current market direction and potential entry/exit points, while pivot points provide key support and resistance levels. The multi-timeframe feature allows you to see trends from different time perspectives simultaneously. HOW IT WORKS: The indicator uses the Average True Range (ATR) to calculate dynamic support and resistance bands around the price: 1. BASIC BANDS CALCULATION: - Upper Band = HL2 + (ATR × Multiplier) - Lower Band = HL2 - (ATR × Multiplier) - HL2 = (High + Low) / 2 2. FINAL BANDS ADJUSTMENT: - Bands are adjusted based on price movement to create a trailing stop mechanism - Upper band only moves down or stays flat when price is above it - Lower band only moves up or stays flat when price is below it 3. SUPERTREND LINE: - Switches between upper and lower bands based on price crossovers - When price is above the SuperTrend line = UPTREND (green) - When price is below the SuperTrend line = DOWNTREND (red) 4. STANDARD PIVOT POINTS: - Calculated based on previous day's High, Low, and Close - Pivot Point (PP) = (High + Low + Close) / 3 - Resistance levels: R1, R2, R3 (calculated above PP) - Support levels: S1, S2, S3 (calculated below PP) - These levels act as potential support/resistance zones 5. SECOND SUPERTREND (MULTI-TIMEFRAME): - Displays a second SuperTrend from a different timeframe (default: 60 minutes/1 hour) - Customizable timeframe - choose from 1min, 5min, 15min, 30min, 60min, 240min, Daily, Weekly, etc. - Independent ATR period and multiplier settings - Shows its own upper and lower bands (purple color) - Color-coded SuperTrend line (lime for uptrend, orange for downtrend) - Helps identify alignment between different timeframes - Can be enabled/disabled via settings - Bands can be toggled separately KEY FEATURES: ✓ Visual upper and lower bands showing the ATR-based zones (blue) ✓ Color-coded SuperTrend line (green for uptrend, red for downtrend) ✓ Second SuperTrend from custom timeframe with its own bands (purple) ✓ Second SuperTrend line (lime/orange colors) ✓ Buy/Sell signals when trend changes ✓ Optional signals for second SuperTrend (small triangles) ✓ Daily Pivot Points with 3 resistance and 3 support levels ✓ Customizable ATR period and multiplier for both SuperTrends ✓ Background color indication of current trend ✓ Built-in alerts for both SuperTrend trend changes ✓ Toggle options for all bands, signals, pivot lines, and second SuperTrend DEFAULT PARAMETERS: - ATR Period: 10 - ATR Multiplier: 3.0 - Second SuperTrend: Enabled - Second SuperTrend Timeframe: 60 minutes (1 hour) - Second SuperTrend ATR Period: 10 - Second SuperTrend ATR Multiplier: 3.0 USAGE: - Lower multiplier (1.5-2.5) = More sensitive, more signals, more noise - Higher multiplier (3.5-5.0) = Less sensitive, fewer signals, filters noise - Use pivot points as additional confirmation for entries/exits - When price approaches R1/R2/R3, expect potential resistance - When price approaches S1/S2/S3, expect potential support - MULTI-TIMEFRAME STRATEGY: Best signals occur when both SuperTrends align * Both green (uptrend) = Strong bullish confirmation * Both red (downtrend) = Strong bearish confirmation * Conflicting trends = Caution, potential consolidation or reversal - Combine SuperTrend signals with pivot levels for high-probability trades - Best suited for trending markets TRADING SIGNALS: - BUY: When price closes above the upper band (trend changes from down to up) * Extra confirmation if near a support level (S1, S2, S3) * STRONGEST SIGNAL: When both SuperTrends are green AND price is above PP - SELL: When price closes below the lower band (trend changes from up to down) * Extra confirmation if near a resistance level (R1, R2, R3) * STRONGEST SIGNAL: When both SuperTrends are red AND price is below PP MULTI-TIMEFRAME EXAMPLES: - Chart timeframe: 5min, Second SuperTrend: 1 hour * Enter long when 5min shows buy signal AND 1hr is already in uptrend * This filters out counter-trend trades - Chart timeframe: 15min, Second SuperTrend: 4 hour * Higher timeframe provides overall trend direction * Lower timeframe provides precise entry timing - Recommended combinations: * Scalping: 1min chart + 15min second ST * Day trading: 5min chart + 1hr second ST * Swing trading: 1hr chart + Daily second ST PIVOT POINT STRATEGY: - PP (Pivot Point) = Main level, acts as support in uptrend, resistance in downtrend - Price above PP = Bullish bias, look for longs near S1/S2 - Price below PP = Bearish bias, look for shorts near R1/R2 - Breakout of R3 or S3 indicates strong momentum Note: This indicator is based on the classic SuperTrend algorithm and should be used as part of a comprehensive trading strategy, not as a standalone signal.
Indicatore Pine Script®
di maravinthkumar
ATR + BJ Signal V3ATR + BJ Signal (Optimized for GOLD) This indicator is designed for mean-reversion scalping on GOLD, focusing on volatility expansion and momentum exhaustion. Key features: ATR-based candle expansion filter to detect abnormal moves RSI overbought / oversold confirmation Optional Bollinger Band deviation filter Clear BUY / SELL signals for reversal entries Automatic SL / TP projection lines and price labels (individually toggleable) Best suited for short-term reversal and scalp trades during high-volatility conditions. All visual components can be enabled or disabled independently. be enabled or disabled independently.
Indicatore Pine Script®
di masato19810122
Squeeze Marker (by beardsnbarbs)This indicator is meant to help with long-trend identification and potential reversals, by comparing historical price data, detecting price squeezes and creating an easy-to-follow color scheme. ***This is a reading guide — not a trading strategy.*** Chart Elements: 1. Yellow boxes: price squeeze zones. 2. Blue gradient lines: fast-medium moving price. 3. Red/Green lines: slow moving price. How to read: 1. When all lines are above the green line, bullish momentum dominates. 2. When all lines are above the red line, bearish momentum dominates. 3. When the blue lines compress, a momentum shift could initiate; use red/green lines as confluence. 4. Watch for the body of the squeeze boxes: is the body favors to the upper side, a bullish momentum is likely; if the body favors to the down side, a bearish is likely. 5. Blue and orange arrows: these appear when the price direction is strong. Notes: 1. This indicator uses the Arnaud Legoux Moving Average, ATR and Price squeeze calculations. 2. The current values are set to favor longer timeframes, feel free to lower the values for lower timeframes. 3. This indicator will find more value when combined with Resistance/Support levels and/or trend Indicators. Disclaimer: this indicator does not provide certainty but rather provides information, which is subject to the user’s interpretation. All trades have a certain level of risk, make sure to always have a robust risk management system.
Indicatore Pine Script®
di Beardsnbarbs
Trappp's Advanced Multi-Timeframe Trading ToolkitTrappp's Advanced Multi-Timeframe Trading Toolkit This comprehensive trading script by Trappp provides a complete market analysis framework with multiple timeframe support and resistance levels. The indicator features: Key Levels: · Monthly (light blue dashed) and Weekly (gold dashed) levels for long-term context · Previous day high/low (yellow) with range display · Pivot-based support/resistance (pink dashed) · Premarket levels (blue) for pre-market activity Intraday Levels: · 1-minute opening candle (red) · 5-minute (white), 15-minute (green), and 30-minute (purple) session levels · All intraday levels extend right throughout the trading day Technical Features: · EMA 50/200 cross detection with alert labels · Candlestick pattern recognition near key levels · Smart proximity detection using ATR · Automatic daily/weekly/monthly updates Trappp's script is designed for traders who need immediate visual reference of critical price levels across multiple timeframes, helping identify potential breakouts, reversals, and pattern-based setups with clear, color-coded visuals for quick decision-making.
Indicatore Pine Script®
di AntonioUA
Advanced Trading ToolkitTrappp's Advanced Multi-Timeframe Trading Toolkit This comprehensive trading script by Trappp provides a complete market analysis framework with multiple timeframe support and resistance levels. The indicator features: Key Levels: · Monthly (light blue dashed) and Weekly (gold dashed) levels for long-term context · Previous day high/low (yellow) with range display · Pivot-based support/resistance (pink dashed) · Premarket levels (blue) for pre-market activity Intraday Levels: · 1-minute opening candle (red) · 5-minute (white), 15-minute (green), and 30-minute (purple) session levels · All intraday levels extend right throughout the trading day Technical Features: · EMA 50/200 cross detection with alert labels · Candlestick pattern recognition near key levels · Smart proximity detection using ATR · Automatic daily/weekly/monthly updates Trappp's script is designed for traders who need immediate visual reference of critical price levels across multiple timeframes, helping identify potential breakouts, reversals, and pattern-based setups with clear, color-coded visuals for quick decision-making.
Indicatore Pine Script®
di AntonioUA
Lot Size & Risk Calculator All Pairs NEWLot Size & Risk Calculator All Pairs NEW Description Professional risk and position size calculator for traders working with various financial instruments. Main difference from standard indicators: Standard risk calculators only show basic Risk/Reward for the entire position. But in real trading, we often close positions partially at different take-profit levels, and the final Risk/Reward changes significantly with this approach! This indicator calculates weighted Risk/Reward taking into account position distribution across multiple take-profit levels. Main features: - Support for 4 instrument types: Forex, XAUUSD (gold), BTCUSD (bitcoin), US100 (NASDAQ index) - Automatic position size calculation based on risk and stop-loss distance - Multiple take-profit levels with customizable closing percentages - Weighted Risk/Reward calculation considering position distribution - Ability to adjust position distribution between take-profits to optimize final profit - Display of total percentage growth of deposit from all take-profit levels - 2 visualization options: colored fill between levels or lines - Informative results panel in table format Settings by groups: Core Settings - Currency: select instrument type (Forex, XAUUSD, BTCUSD, US100) - Account Balance: trading account size in dollars - Risk %: risk percentage from deposit (0.1-100%) - Use Custom Contract Sizes: manual contract size configuration Point Value Settings - Use automatic point value calculation: automatic point value calculation - Manual point value: manual point value input (for non-standard contracts) Levels - Entry Price: entry price (confirmation required on first use) - Stop Price: stop-loss price - Take-Profit Prices: take-profit prices (up to 3 levels) - TP Close %: percentage of position closed at each take-profit level Dashboard - Show Targets Profit: display profit from take-profit levels - Label Size: text size in the table - Dashboard Position: table position on the chart How to use: Step 1: Initial setup (when first adding) 1. Enter entry price (Entry Price) - confirmation window will appear (click on desired bar) 2. Then enter stop-loss price (Stop Price) (click on desired bar) 3. Add first take-profit (TP1) (click on desired bar) 4. Second and third take-profits are added through checkboxes (click on the settings gear icon to open them) Step 2: Instrument selection and risk configuration 1. In "Core" group, select your instrument type 2. Set account balance and risk percentage Step 3: Position distribution configuration 1. Set TP Close % for each take-profit level (e.g.: TP1 - 33%, TP2 - 33%, TP3 - 34%) 2. Experiment with distribution! By changing closing percentages, you can: - Increase/decrease final Risk/Reward - Optimize risk/profit ratio - Find the most comfortable position distribution for you Step 4: Results analysis 1. Results table will show: - Calculated position size (lots/contracts) - Risk in monetary terms - Risk/Reward for each take-profit level - Weighted R:R considering position distribution - Total potential profit from all take-profits - Percentage growth of deposit - total profit percentage from all take-profit levels Key features: Position distribution adjustment You can easily find optimal position distribution between take-profits: - Aggressive approach: higher percentage on distant take-profit (higher profit potential) - Conservative approach: higher percentage on near take-profit (faster profit taking) - Balanced: even distribution for risk reduction Weighted Risk/Reward The indicator calculates not just simple R:R for the entire position, but weighted value that considers: - Position distribution between take-profits - Different distances to each take-profit level - Closing percentage at each level Results visualization - Colored fill shows risk and profit zones - Labels at levels display specific profit/loss values - Results table contains all key metrics Creation story This indicator was created based on the original calculator by @Algoryze As a trader, I lacked the ability to see real Risk/Reward when partially closing positions and a convenient tool for selecting optimal position distribution between take-profit levels. I improved the indicator by adding: - Weighted Risk/Reward calculation - Ability to adjust closing percentage at each take-profit - Display of total percentage growth of deposit - Improved interface and visualization I hope this tool will be useful to other traders who use strategies with partial position closing! Important notes: 1. When first adding the indicator, be sure to enter prices in order: Entry → Stop → TP1 2. TP2 and TP3 are added through input fields (no confirmation required) 3. Closing percentages are automatically normalized if the sum is not 100% 4. Experiment with position distribution to find optimal risk/profit ratio 5. For different instruments, add separate copies of the indicator in different tabs Support For questions and suggestions, leave comments in the indicator publication on TradingView. --- Important: All calculations are provided for informational purposes only. Trading involves risks, trade responsibly. The indicator helps with calculations but does not guarantee profit.
Indicatore Pine Script®
di Upscale888
cg - Absorption + High Volume + CVDThis indicator is designed to assist traders in identifying potential limit entry zones along with confirmation signals based on price behavior and technical conditions. It highlights areas where price may react, helping traders plan entries with a structured and disciplined approach. The indicator provides both Buy Limit and Sell Limit levels, as well as confirmation signals to improve timing and trade confidence. Users can select from four different signal options, allowing flexibility for conservative or aggressive trading styles. All signals are generated using predefined logic based on historical price data and market structure. This indicator does not predict future price movement and should be used as a decision-support tool, not as a standalone system. Key features include multi-timeframe compatibility, customizable signal options, and broad market support including Forex, Crypto, Indices, and Stocks. It is suitable for scalping, day trading, and swing trading when combined with proper risk management. ⚠️ This indicator is intended for educational and analytical purposes only and does not provide financial advice. Trading involves risk, and users are responsible for their own trading decisions.
Indicatore Pine Script®
di syN33awgK
Supertrend with BandsSUPERTREND WITH UPPER AND LOWER BANDS - INDICATOR DESCRIPTION OVERVIEW: This Pine Script indicator implements the SuperTrend technical analysis tool with visible upper and lower bands. SuperTrend is a trend-following indicator that helps traders identify the current market direction and potential entry/exit points. HOW IT WORKS: The indicator uses the Average True Range (ATR) to calculate dynamic support and resistance bands around the price: 1. BASIC BANDS CALCULATION: - Upper Band = HL2 + (ATR × Multiplier) - Lower Band = HL2 - (ATR × Multiplier) - HL2 = (High + Low) / 2 2. FINAL BANDS ADJUSTMENT: - Bands are adjusted based on price movement to create a trailing stop mechanism - Upper band only moves down or stays flat when price is above it - Lower band only moves up or stays flat when price is below it 3. SUPERTREND LINE: - Switches between upper and lower bands based on price crossovers - When price is above the SuperTrend line = UPTREND (green) - When price is below the SuperTrend line = DOWNTREND (red) KEY FEATURES: ✓ Visual upper and lower bands showing the ATR-based zones ✓ Color-coded SuperTrend line (green for uptrend, red for downtrend) ✓ Buy/Sell signals when trend changes ✓ Customizable ATR period and multiplier ✓ Background color indication of current trend ✓ Built-in alerts for trend changes ✓ Toggle options for bands and signals DEFAULT PARAMETERS: - ATR Period: 10 - ATR Multiplier: 3.0 USAGE: - Lower multiplier (1.5-2.5) = More sensitive, more signals, more noise - Higher multiplier (3.5-5.0) = Less sensitive, fewer signals, filters noise - Use in conjunction with other indicators for confirmation - Best suited for trending markets TRADING SIGNALS: - BUY: When price closes above the upper band (trend changes from down to up) - SELL: When price closes below the lower band (trend changes from up to down) Note: This indicator is based on the classic SuperTrend algorithm and should be used as part of a comprehensive trading strategy, not as a standalone signal.
Indicatore Pine Script®
di maravinthkumar
Eccodax Robust k-NN Machine Learning LorentzianHere is the complete, final, corrected, and clean code, already including: ✅ Fixed shadowing of the variable d ✅ No compilation warnings ✅ No temporal leaks ✅ Target = real future return ✅ Robust Lorentzian distance ✅ Correct Matrix structure ✅ Consistent feature engineering ✅ Min-Max normalization ✅ Weighted k-NN inference ✅ Correct price reconstruction 1. What this code is It is a predictive indicator based on classic Machine Learning (k-Nearest Neighbors), fully implemented in PineScript v6, designed to: Learn historical market patterns Compare the current state with similar past states Estimate the expected future price movement Reconstruct a projected price consistent with the current level It is not an oscillator, it is not a traditional technical indicator, and it does not react only to the immediate past. 2. What the Model Learns (Supervised Learning) 2.1 Features (Input Variables) The model uses three dimensions of information, all normalized by Z-score: Return Measures the percentage change in price Captures the immediate momentum of the market Momentum (ROC) Measures acceleration or deceleration of the movement Differentiates trends from consolidations Volatility Measures the degree of market uncertainty Adjusts the weight of strong movements vs. noise These three variables form a market state vector. 2.2 Normalization (Z-Score) Each feature is converted to: Mean ≈ 0 Standard deviation ≈ 1 This ensures that: No variable dominates the distance The statistical comparison is valid The model is stable in different price regimes 2.3 Target (Predicted Variable) The model does not predict absolute price. It learns: Observed future return after forecastBars That is: Learns movement, not level Eliminates historical bias Avoids predictions inconsistent with the current price 3. How the model makes the prediction 3.1 Search for similar patterns (k-NN) For each current candle, the model: Analyzes the last lookback candles Calculates the Euclidean distance between the current state and each past state Selects the k most similar states Observes what happened after them 3.2 Inference The predicted return is calculated as: Weighted average of the future returns of the neighbors Weights inversely proportional to the distance More similar states → greater influence. 4. Price Reconstruction (Key Information) From the predicted return, the model reconstructs: Predicted Price = Current Close × (1 + Predicted Return) Predicted Price = Current Close × (1 + Predicted Return) This ensures that: The forecast respects the current market level The output is visually interpretable There is no regression to past regimes 5. Relevant Information the Indicator Delivers 5.1 Predicted Price (Green Line) What it is: Estimated price after forecastBars. How to use: Above the current price → bullish bias Below → bearish bias Large distance → expectation of strong movement 5.2 Predicted Return (Implicit) Even though not plotted directly, it is the most important information in the model. Positive → expectation of appreciation Negative → expectation of decline Negative → expectation of decline Near zero → sideways market 5.3 Directional Classification (optional) The model also acts as a binary classifier: High if expected return > 0 Low if expected return < 0 This is used as: Noise filter Trend confirmation False signal reduction 5.4 Implicit statistical context The indicator carries information that is not visual, but is fundamental: Market regime (trending vs. sideways) Statistical similarity with the past Relative confidence (via distance from neighbors) 6. What this indicator does NOT do It is important to align expectations: ❌ Does not predict exogenous events ❌ Does not anticipate gaps ❌ Does not work well on illiquid assets ❌ Does not extrapolate long trends k-NN replicates patterns, does not create scenarios Unprecedented. 7. Where this model works best Markets with repetitive structure Medium timeframes (5m – 1D) Liquid assets Environments with alternating regimes 8. How to use it in practice (professional recommendation) Ideal use: k-NN direction → bias Technical indicator → timing Risk management → execution Never use it in isolation for entry. 9. Executive summary This code delivers: A functional supervised ML model in Pine Prediction consistent with the current price Statistical market direction Reduction of historical bias Solid foundation for quantitative strategies
Indicatore Pine Script®
di marciolincoln
Flexible S/R Channels🟩 Flexible S/R Channels is a visualization tool that draws curved support and resistance boundaries through user-defined anchor points. Unlike traditional trendlines and channels that force linear interpretation onto price action, this indicator captures the curved structures that markets frequently form—rounded tops and bottoms, parabolic advances and declines, arcing rallies and pullbacks. Three anchor points per curve define the shape; the indicator fits a smooth mathematical curve through these points and projects it forward. The approach is simple: draw what you see. Curved market structure that resists precise definition with traditional tools can now be rendered with mathematical accuracy. The indicator bridges the gap between static drawing tools and programmable indicators. TradingView's arc tool draws curves but produces only visual pixels with no analytical value. Flexible S/R Channels creates live data series that integrate with other analysis tools. Four curve-fitting methods—Quadratic, Quadratic-Linear, Weighted Linear, and Natural Cubic Spline—accommodate different market structures. The curved levels naturally lend themselves to breakout and reversion strategies—applications left to the trader's discretion. The open-source code invites experimentation and customization. 💡 THEORY AND CONCEPT 💡 Traders have long relied on horizontal levels and diagonal trendlines to define support and resistance. Linear tools assume constant slope—a property rarely exhibited by actual market movement. When momentum accelerates or decelerates, price trajectories curve rather than hold to fixed angles. The resulting structures—parabolic advances during expansion phases, arcing pullbacks during consolidation, rounded formations at reversal points—represent changes in the rate of change itself. Traditional drawing tools cannot accommodate this variable geometry without sacrificing mathematical precision.. Flexible S/R Channels extends familiar support and resistance concepts into curved space. The approach is simple: draw what you see. When the eye recognizes a curved boundary in price action, this indicator provides the means to define it precisely. Three anchor points per curve—an initial point, an intermediate point, and a recent point—are all that is required. The indicator fits a smooth mathematical curve through these points and extends it forward as a projection. This indicator represents a blend of human pattern recognition and algorithmic precision. Fully automated indicators make decisions without user input—efficient but detached from trader discretion. Manual drawing tools rely entirely on freehand skill—expressive but imprecise. Flexible S/R Channels occupies the middle ground. The trader identifies the curved structure; the algorithm renders it mathematically. The result is human insight expressed with computational accuracy—for traders who recognize curved structure in price action but lack precise tools to define it. This projection is not a prediction. It is a visual hypothesis—a structured way of asking "if this trajectory continues, where would price be?" The underlying assumption is simple: like Newton's first law of motion, a trajectory in motion tends to continue unless acted upon by an external force. Future price action validates or invalidates the projection, just as it does with any trendline or channel. TradingView offers an arc drawing tool for freehand curved lines, but these are purely visual—static pixels on a screen with no programmable value. Flexible S/R Channels bridges this gap. The fitted curves exist as data series that can generate alerts, trigger signals, and interact with other analysis tools. The visual drawing becomes operational structure. 🔁 CURVE METHODS 🔁 The indicator offers four curve-calculation methods, each producing different shapes suited to different market structures: Quadratic — Fits a parabolic arc through the three anchor points. Best for smooth, continuous curves such as rounded tops and bottoms. It captures the natural "swing" of the market, assuming the momentum will maintain its current rate of acceleration or deceleration. Quadratic-Linear — Uses a parabolic curve through the anchor points, then transitions to a straight line after the final anchor. Useful when curved structure gives way to linear trend continuation. This is the "bridge" between a turning market and a steady, directed move, preventing the projection from curving back on itself when the price begins to run. Weighted Linear — Connects anchor points with straight line segments rather than a smooth curve. Suited for angular market structures with distinct inflection points. It treats the market as a series of rigid shifts, providing a clear "corridor" when the price is bouncing between sharp, diagonal levels. Natural Cubic Spline — Produces the smoothest curve by minimizing abrupt directional changes. Ideal for organic, flowing market movements. It acts as a flexible spine that adapts to complex transitions without the rigid constraints of a fixed geometric shape. Quadratic Fitting : A smooth, parabolic arc defines a curved resistance boundary. By fitting a mathematical path through three anchor points, the curve captures rounded structures and arcing price action that traditional linear trendlines fail to represent. Weighted Linear Fitting : This method produces an angular, segmented path by connecting anchor points with distinct linear slopes. Unlike the continuous smoothness of a quadratic arc, the weighted linear approach creates a more jointed geometry, allowing for a precise match to market structures that exhibit sharp, localized changes in trajectory. Natural Cubic Spline Fitting : This method creates a highly fluid, elastic curve that can accommodate complex price oscillations. In this instance, the curves define a narrowing range as support and resistance converge, highlighting the volatility compression that often precedes a significant breakout or breakdown from established structures. 🖱️ HOW IT WORKS 🖱️ 1️⃣ Initial Setup Unlike traditional indicators that calculate values automatically from price data, Flexible S/R Channels requires user-defined anchor points. This is intentional. The trader's eye is the pattern recognition engine—no algorithm can see the curved structure that experience and intuition reveal. The indicator waits for this input, then applies mathematical precision to render what the trader has identified. The Recognition of Natural Structure : Effective analysis begins when a curved rhythm becomes visible within price action that traditional trendlines cannot satisfy. Identifying the specific swing highs and swing lows that define these boundaries is the first step in organizing a chart. By isolating three key pivots for resistance and three for support, the underlying framework of the market's trajectory is established, providing the necessary coordinates to accurately map the path. Interactive Setup Workflow : Upon loading, the indicator prompts for the sequential selection of six points—three swing highs and three swing lows—to serve as the raw data for the calculation. While the chart remains blank during this initial phase, the curves generate instantly once the final anchor is confirmed. These points are not permanent; they appear as interactive grips that can be dragged in real time to refine the boundaries as the market structure evolves. The indicator prompts for six sequential selections—three for resistance, three for support. The first three selections define the resistance boundary; the final three define support. This sequential grouping is distinct from zigzag-style selection patterns. Within each group, clicking order is flexible—the algorithm automatically sorts points chronologically, allowing traders to select visually prominent pivots in whatever sequence feels natural. Structural Anchor Identification : Identifying three key swing highs and three key swing lows provides the foundation for the dual-curve geometry. These specific structural peaks and troughs serve as the coordinates for the mathematical models, ensuring that the resulting boundaries accurately reflect the underlying skeleton of the market action. 2️⃣ Interactive Adjustment After the initial setup, all six anchor points are fully adjustable: Points are automatically sorted chronologically regardless of selection order Grip handles appear at each anchor location Any point can be repositioned by clicking and dragging its grip handle The curves recalculate instantly as points are adjusted The algorithm produces a mathematically perfect curve based on the anchor points provided. If the result does not match the trader's vision, adjustments are immediate. This iterative refinement—see, adjust, refine—continues until the rendered curve represents what the trader sees in the price action. The user remains in control; the algorithm remains in service. Interactive Channel Boundaries : Six user-defined anchor points—three for resistance and three for support —establish a non-linear range that moves beyond the constraints of a flat, horizontal channel. This configuration captures the arcing trajectory of the market while showing price action respecting the curved boundaries in a classic reversion pattern. By manually positioning these anchors, a dynamic dimension is added to the chart that maintains structural integrity even as the price follows a rounded path. 🛠️ SETTINGS 🛠️ Customizable Visual Feedback : Beyond the core geometry, the visualization offers various user-defined settings to tailor the chart's information density. From identifying specific price targets to toggling structural labels, these options allow the trader to adjust the level of detail to suit their personal analysis style while maintaining a clear view of the non-linear boundaries. Configuration Options Curve Method — Select the curve-fitting algorithm: Quadratic, Quadratic-Linear, Weighted Linear, or Natural Cubic Spline. Projection Length — Number of bars to project the curves beyond current price action. Projections appear as dashed lines. Visual Settings Grip Size — Size of the draggable handles displayed at each anchor point. Set to zero to hide grips entirely. Line Width — Thickness of the support and resistance curves. Support Color / Resistance Color — Color settings for each curve. Show Info Table — Toggle display of the info table showing the current curve method in the chart corner. Advanced: Time/Price Coordinates The settings panel includes precise time and price values for each of the six anchor points, grouped under Resistance Time/Price and Support Time/Price. These values are populated automatically when points are selected on the chart. Adjusting anchor points by dragging the grip handles directly on the chart is faster and more intuitive. The time/price fields are available for situations requiring exact coordinate entry—such as aligning an anchor to a specific candle timestamp or a precise price level. These fields can be safely ignored unless fine-tuning is necessary. 🖼️ CHART EXAMPLES 🖼️ The Flexible S/R Channels indicator adapts to diverse market structures across multiple timeframes and instruments. Curved boundaries can define subtle momentum shifts in near-linear trends, dramatic reversals in rounding formations, or volatility compression as channels converge toward breakout points. The four curve-fitting methods accommodate different geometries—smooth parabolic arcs for continuous momentum changes, segmented linear paths for angular structures, and elastic splines for complex oscillations. Each anchor point adjustment instantly recalculates the curves, allowing iterative refinement until the rendered boundaries align with the trader's interpretation of market structure. Forward projections extend these mathematical relationships into future territory, providing visual context for hypothetical support and resistance levels if current trajectories persist. Subtle Curve Alignment : Even in structures that appear linear, subtle curvature allows the channel boundaries to breathe with the market’s internal momentum. By utilizing three anchor points rather than two, the channel adapts to the slight acceleration of a trend, providing a more precise fit than a rigid, straight corridor. Decelerating Momentum and Convergence : This classic rounding structure illustrates a transition where the initial wide oscillations between highs and lows begin to contract. As the boundaries converge, the curve captures the diminishing volatility and the shift in market energy, providing a clear visual representation of a trend losing its expansive momentum as it approaches a potential turning point. Organic Trend Modeling : In an accelerating uptrend, the Natural Cubic Spline provides a highly adaptable boundary that mirrors the organic flow of momentum. This non-traditional approach allows the channel to follow complex price pulses that a standard linear trendline would likely cut through, maintaining a precise fit even as the angle of the trend shifts over time. Non-Linear Projections : Unlike standard trendlines that converge at a fixed rate, curved projections adapt to the historical momentum of the move. This allows the indicator to map a dynamic squeeze, capturing the subtle nuances of how price action tightens toward an apex. It provides a more sophisticated view of future convergence points that traditional linear channels often fail to anticipate. The "Draw What You See" Philosophy : Market structures are rarely perfect, and this example highlights the indicator’s ability to map unconventional rhythms. Rather than forcing price into a predefined category, the tool remains flexible enough to define any structural path the trader identifies. If you can see a trend's trajectory, the indicator can provide the mathematical framework to support it. Comparative Projection Modeling : Using identical anchor points as above, this example demonstrates how selecting a different calculation method can alter the projected path. While the historical fit remains precise, the variation in the forward-looking trajectory allows traders to explore multiple mathematical interpretations of the same market structure, choosing the model that best aligns with the current volatility and trend behavior. Extended Timeframe Channel Definition : This multi-year perspective demonstrates the indicator's ability to define curved channel boundaries across extended timeframes spanning hundreds of bars and multiple market cycles. The resistance curve captures the rounded distribution of swing highs while the support curve follows the accelerating base formation, creating a non-linear channel that frames long-term structural trends more precisely than traditional parallel channels or static trendlines. Rounding Bottom Reversal and Channel Convergence : This example captures a classic rounding bottom formation—a reversal pattern that linear tools cannot adequately define. The Quadratic method produces a smooth parabolic arc through the resistance anchors, tracing the deceleration of the downtrend, the capitulation low, and the subsequent re-acceleration upward as a single continuous curve. The support boundary mirrors this momentum shift from below, creating a curved channel that narrows toward current price. This convergence represents structural compression—the boundaries tightening as volatility contracts and directional resolution approaches. Price action oscillates within these non-linear boundaries, demonstrating that channel behavior persists even when the geometry is curved rather than parallel. The projection extends both curves forward, mapping the hypothetical trajectory if the current momentum structure continues, providing visual context for potential breakout or breakdown levels as the channel reaches its apex. Built-in Precision vs. Algorithmic Power : While TradingView offers basic curve drawing tools (shown here as dashed lines), the Flexible S/R Channels indicator elevates this concept into a functional analytical framework. By converting manual observations into mathematical models, it moves beyond mere drawing to provide a data-driven structure that can be utilized for advanced technical analysis and future Pine Script trading logic. ⚙️ TECHNICAL DETAILS ⚙️ Curve Fitting vs. Overfitting: The term curve fitting often carries negative connotations in quantitative analysis due to its association with overfitting—the practice of adjusting a model until it perfectly matches historical data, producing an illusion of accuracy that fails when applied to new data. The application here is fundamentally different. Flexible S/R Channels does not optimize parameters to maximize historical fit; it constructs a mathematical curve through user-selected anchor points, then projects that curve into unknown territory. The curve is not fitted to price data—it is fitted to structural pivots identified by the trader. The projection represents a hypothesis about trajectory continuation, not a prediction derived from statistical optimization. Future price action validates or invalidates this hypothesis in real time, exactly as it does with any trendline or channel. The anchor points remain fixed unless manually adjusted, ensuring the curve does not adapt to new data retroactively. Non-Repainting Behavior: The indicator does not repaint historical bars. The mathematical coefficients that define each curve are calculated once—when the final anchor point is set—and stored as fixed values. These coefficients remain constant unless an anchor point is manually repositioned. The backfit polyline is drawn once using these coefficients, spanning the known range from the first to last anchor point. The plot() function applies the same coefficients to each subsequent bar, updating in real-time as new bars form but never altering previously plotted values. The projection polyline extends forward from the current bar using the same fixed coefficients, projecting a user-defined number of future bars (maximum 500). This projection redraws on each tick to maintain its position relative to the moving current bar, but the mathematical trajectory remains constant—only the starting point advances. The current bar's curve value will update tick-by-tick as price develops, which is standard real-time behavior, not repainting. Once a bar closes, all curve values on that bar are permanent. The hybrid architecture (backfit polyline for known history, plot() for unlimited real-time range, projection polyline for controlled forward extension) prevents overflow errors while maintaining non-repainting integrity across all components. 🗒️ NOTES 🗒️ The indicator renders curves based on any anchor points provided without validation. Unusual anchor placement produces mathematically accurate but potentially non-useful results. Adjustment is iterative—if the curve doesn't match expectations, reposition the anchors. Because anchor points are stored as specific time and price coordinates, a new instance of the indicator should be added when analyzing a different chart or timeframe. Grip handles can be hidden by setting Grip Size to zero in the settings. This is useful for clean chart screenshots or presentations where interactive elements are not needed. Projection length can be set to zero if forward-looking curves are not desired. The indicator will still render the backfit curves through the anchor points and continue plotting in real-time without the dotted projection extensions. Anchor points remain fixed at their selected time-price coordinates as new bars form. The curves extend forward automatically from these historical anchors, allowing observation of how projected trajectories align with developing price action. ⚠️ DISCLAIMER ⚠️ The Flexible S/R Channels indicator is a visual analysis tool designed to illustrate geometric market inertia and serve as a framework for understanding dynamic support and resistance. While the indicator generates structural channels and projected paths, no guarantee is made regarding the accuracy or profitability of these projections. Like all technical indicators, the curves and boundaries generated by this tool may appear to align with favorable trading opportunities in hindsight. However, these visualizations are not intended as standalone recommendations for trading decisions. This indicator is intended for educational and analytical purposes, complementing other tools and methods of market analysis. 🧠 BEYOND THE CODE 🧠 Flexible S/R Channels is part of a broader collection of tools designed to provide structured market analysis. This includes the Grid Bot Simulator , the Grid Bot Auto , the Grid Bot Parabolic , and the Gridbot Ping Pong . While each tool serves a distinct purpose, they all utilize dynamic anchor mechanics and non-linear boundaries to adapt to evolving market conditions. This indicator shares the same educational philosophy as the Fibonacci Time-Price Zones and the Fibonacci Geometry Series - providing frameworks for understanding market concepts through visualization and experimentation rather than black-box signals. The Flexible S/R Channels indicator, like other xxattaxx indicators , is designed to encourage both education and community engagement. Feedback and insights are invaluable to refining and enhancing this tool. We look forward to the creative applications, observations, and discussions this indicator inspires within the trading community.
Indicatore Pine Script®
di xxattaxx
SK Zones 🚀 SK System Professional SK System Professional is a high-precision sequence trading indicator designed to identify, grade, and trade the authentic 0-A-B-C market structure. Built strictly on SK System principles, this tool goes beyond simple geometry by integrating Multi-Timeframe Trend Filtering, Momentum Analysis, and a proprietary Wave Strength Scoring Engine. Unlike standard Fibonacci tools, SK ZONES dynamically validates pullback zones ("Golden Zones") and ensures strictly confirmed entries, filtering out low-probability setups before they form. 🌟 Key Features 1. 📐 Authentic SK Logic (0-A-B-C) Automatically detects the initial Impulse Wave (0-A). Projects the Golden Zone (50% - 66.7% Retracement). Waits for price to tap the zone and form a valid Point B. Projects high-probability Target C (Extension). 2. 🛡️ Smart Filters & Confirmation MTF Trend Filter: Aligns signals with the Higher Timeframe Trend (e.g., 4H EMA 200), preventing counter-trend trades. RSI Momentum Lock: Ensures the pullback to Point B is accompanied by momentum exhaustion (RSI Oversold/Overbought). Decisive Breakout: Requires a strong candle body breakout from the zone to confirm Point B, ignoring weak wicks/sweeps. 3. 📊 Proprietary Quality Metrics (NEW) Wave Strength Score (0-100): Grades every impulse wave based on speed, angle, and trend alignment. Grade A: High Probability (Strong Impulse). Grade B/C: Moderate/Weak Impulse. Zone Grading (⭐): Rates the Golden Zone quality based on structure tightness and confluence using a 3-star system. Auto R:R Calculator: Instantly displays the potential Risk-to-Reward Ratio (e.g., "3.5R") for every confirmed setup. 4. 🧠 Dynamic Sequence Tracking Smart Point B: If price pushes deeper into the zone after an initial touch, the indicator updates Point B to the new extreme, ensuring you always get the best entry price. Lookback Logic: Detects if a zone was touched before the sequence was fully confirmed, ensuring no missed entries. 🛠️ How to Use Wait for Sequence: Look for the 0-A Impulse line and the projected blue Golden Zone. Check Quality: Look at the Label near Point A. Is it Grade A or B? Check the Strength Label: Does it have ⭐⭐⭐? Is the R:R attractive (e.g., > 2.0R)? Wait for "B" Confirmation: Do NOT enter on the first touch. Wait for the "B" label to appear. This confirms price has rejected the zone and closed outside with strength. Trade Management: Entry: On the open of the next candle after "B" appears. Stop Loss: Just below Point 0 (Invalidation Point). Target: The black line marked "Target C". ⚙️ Settings Overview Trend Filter: Enable/Disable MTF filtering (default: 4H Trend). RSI Filter: Require RSI exhaustion at Point B. Confirmation %: Minimum candle body size required to confirm a breakout (default: 30%). Visuals: Toggle Labels, Watermark, and History. Developed by @ODAYCHART | Premium Grade Trading Tools
Indicatore Pine Script®
di oday_mohammad
Phantom MA's Free Version 🔥 PhantomMA's - The Ultimate Free Multi-Timeframe Moving Average System 🔥 Revolutionary Smart Moving Averages That Only Show When They Matter Tired of cluttered charts with dozens of moving averages? Frustrated by missing key MA bounces and breakouts? PhantomMA's is the game-changing indicator that intelligently displays only the moving averages that are relevant to current price action across multiple timeframes. 🎯 What Makes PhantomMA's Revolutionary? Intelligent Proximity Detection Only shows MAs when price is near them - No more chart clutter! Customizable proximity percentage (1-100%) - You control the sensitivity Clean, organized display that adapts to market conditions in real-time Comprehensive MA Coverage 33 Different Moving Averages across 3 timeframes SMA, EMA, and VWMA - All major MA types covered Periods: 20, 50, 100, 200 - Every institutional level included Multi-Timeframe Mastery 4-Hour MAs: Perfect for swing trading setups Daily MAs: Catch major institutional levels Weekly MAs: Identify long-term trend direction All timeframes work together for complete market analysis 🚀 Key Features That Give You The Edge Smart Touch Detection Precision alerts when price touches any moving average Adjustable touch sensitivity (0.1-2.0%) prevents false signals Never miss another MA bounce or breakout again! Dynamic Visual System MAs appear and disappear based on price proximity Color-coded system for instant identification Professional labels show exact MA type and timeframe Comprehensive Alert System 34 different alert types - One for each MA plus combined alerts Get notified the moment price touches any significant MA Perfect for confluence trading and multi-timeframe analysis 💰 How This Transforms Your Trading For Day Traders: 4-hour MAs provide perfect intraday support/resistance Quick identification of trend direction and reversal points Clean charts without unnecessary visual noise For Swing Traders: Daily MAs show institutional support/resistance levels Multi-timeframe confluence for high-probability setups Perfect for trend-following and mean-reversion strategies For Position Traders: Weekly MAs reveal long-term trend direction Major institutional levels for position sizing Complete market structure analysis at a glance 📊 Complete Moving Average Arsenal 4-Hour Timeframe (11 MAs): VWMA: 50, 100, 200 EMA: 20, 50, 100, 200 SMA: 20, 50, 100, 200 Daily Timeframe (11 MAs): VWMA: 50, 100, 200 EMA: 20, 50, 100, 200 SMA: 20, 50, 100, 200 Weekly Timeframe (9 MAs): VWMA: 50, 100, 200 EMA: 50, 100, 200 SMA: 50, 100, 200 ⚡ Intelligent Features Proximity-Based Display 20% default proximity - Only shows relevant MAs Adjustable from 1-100% to match your trading style Keeps charts clean while missing nothing important Touch Sensitivity Control 0.5% default sensitivity for precise touch detection Prevents noise while catching every significant interaction Perfect balance between accuracy and reliability Professional Labeling Clear identification of each MA type and timeframe Positioned to avoid chart clutter Toggle on/off based on preference 🎛️ Fully Customizable Source Selection: Choose price source (close, open, high, low) Timeframe Control: Enable/disable any timeframe Visual Settings: Adjust label positioning and display Sensitivity Tuning: Fine-tune proximity and touch detection 🏆 Why Professional Traders Choose PhantomMA's ✅ Eliminates chart clutter - Only see what matters ✅ Never miss MA interactions - Comprehensive alert system ✅ Multi-timeframe analysis - Complete market picture ✅ Institutional-grade MAs - All the levels pros watch ✅ Works on any market - Forex, Crypto, Stocks, Futures ✅ Suitable for all styles - Scalping to position trading 🎯 Perfect For: Moving average bounce strategies Trend following systems Multi-timeframe confluence trading Support/resistance identification Trend direction analysis Mean reversion setups 💡 Trading Applications Trend Following Use 200-period MAs to identify major trend direction Trade pullbacks to 20/50 period MAs in trending markets Multi-timeframe alignment for high-probability entries Mean Reversion Identify oversold/overbought conditions at key MAs Trade bounces off major institutional levels Perfect for range-bound market conditions Breakout Trading Monitor price action around clustered MAs Trade breakouts through significant MA levels Use MA touches as entry triggers Stop guessing where the important moving averages are. Start trading with precision. PhantomMA's gives you institutional-level moving average analysis, intelligently displayed and perfectly organized for maximum trading effectiveness. Clean charts. Smart alerts. Professional results. "The difference between profitable MA trading and everyone else? Knowing which moving averages matter and when. Now you will too."
Indicatore Pine Script®
di PHANT0M