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K-macd

MACD Colored CandlesMACD Histogram Candle Colors Overview This indicator visualizes MACD momentum directly on your candlesticks by coloring them according to the MACD histogram's state. Instead of looking at a separate MACD panel, you can instantly see momentum changes right on your price chart. How It Works The indicator calculates the standard MACD (Moving Average Convergence Divergence) and applies the histogram's color logic directly to your candles: 🟢 **Teal (#26a69a)** - Bullish momentum increasing (histogram positive and rising) 🟢 **Light Teal (#b2dfdb)** - Bullish momentum weakening (histogram positive but falling) 🔴 **Light Red (#ffcdd2)** - Bearish momentum weakening (histogram negative but rising) 🔴 **Red (#ff5252)** - Bearish momentum increasing (histogram negative and falling) Features - **Pure MACD Logic**: Uses exact MACD histogram color calculations - **Clean Chart**: No additional plots or tables cluttering your view - **Customizable Inputs**: Adjust Fast length (default 12), Slow length (default 26), and Signal length (default 9) - **MA Type Selection**: Choose between EMA or SMA for both oscillator and signal calculations - **Overlay Display**: Works seamlessly with other indicators Settings - **Source**: Price source for MACD calculation (default: close) - **Fast Length**: Period for fast moving average (default: 12) - **Slow Length**: Period for slow moving average (default: 26) - **Signal Length**: Period for signal line (default: 9) - **Oscillator MA Type**: EMA or SMA - **Signal MA Type**: EMA or SMA Best Use Cases - Quick momentum identification without switching between panels - Combining with support/resistance levels for trade entries - Identifying divergences between price action and momentum - Multi-timeframe analysis with color-coded momentum Tips - Use in combination with traditional MACD for confirmation - Color changes often precede significant price movements - Works on all timeframes and instruments - Consider pairing with volume indicators for stronger signals Credits Based on the standard MACD indicator with histogram color visualization applied to candlesticks. --- *This is an open-source script. Feel free to use, modify, and share!*
Pine Script®指標
由theNotecrypto提供
Intuitive Predictive MACD TargetsThis indicator uses Reverse Engineering math to calculate the exact price the market needs to reach for specific MACD events to happen on the current bar. Standard MACD is a lagging indicator—you usually wait for the candle to close to confirm a signal. This script changes that by drawing "Finish Lines" on your chart, showing you exactly where price must go right now to trigger a Crossover or a Momentum Hook. The "Reverse Engineering" Concept Instead of calculating MACD from Price, we calculate the Required Price from the Target MACD. Q: "At what price will the MACD line cross the Signal line?" A: The script solves this and draws the Green/Red "Crossover" Line. Key Features 1. Three Distinct Targets Crossover Target (PCO/NCO): The exact price needed to trigger a Buy/Sell signal on the current candle. Dynamic Coloring: Turns Green if price needs to go UP to cross, Red if price needs to go DOWN. Settlement Target (The Hook): The exact price where the MACD momentum flattens out (Angle = 0). If price touches this Orange Dashed Line, the trend is likely pausing or preparing to reverse. Zero Cross Target: The price needed for MACD to reclaim the Zero Line. 2. Smart "Staggered" Labels (No Overlap) Unlike other scripts where text piles up and becomes unreadable, this indicator automatically spreads labels horizontally. Crossover info stays near the price. Settlement info is shifted to the right. Zero info is shifted further right. Result: You can read all three targets clearly, even if the prices are almost identical. 3. Full Customization Line Length: Choose "Infinite" to see targets as Support/Resistance levels across the screen, or "Short" to keep your chart background clean. Text Visibility: Option to force text to White or Black for high contrast on Dark/Light themes. Styles: Fully adjustable colors, line widths, and styles (Solid, Dashed, Dotted) for each target type. How to Use The "Finish Line" Strategy: If you are Long, and the Red NCO Line appears just below the current price, be cautious. It means a very small drop will confirm a Bearish Cross. Momentum Checks: Watch the Orange "Settlement" Line. If price is moving away from the Orange line, the trend is accelerating (Safe to hold). If price touches the Orange line, momentum has died (Consider taking profit). Settings Visual Settings: Change Line Length (Infinite/Short) and Text Color. MACD Settings: Standard inputs (Default 12, 26, 9). Toggles: Option to show/hide the Zero Line target.
Pine Script®指標
由PratikKharat1990提供
BTC Scalping 3m | Supertrend + MACD Squeeze (NY) [v6 FINAL]BTC 3-Minute Scalping Strategy Supertrend Bias + MACD Squeeze (New York Session) This is a fully mechanical BTC scalping strategy designed to capture short momentum bursts that occur when volatility expands in the direction of the higher-timeframe trend. The strategy combines trend confirmation, volatility compression/expansion, and strict session filtering to reduce noise and improve consistency. How It Works Trend Bias Uses a 15-minute Supertrend to define market direction. Trades are taken only in the direction of the higher-timeframe trend. Counter-trend signals are ignored. Timing & Entry Executes on the 3-minute chart. Waits for volatility compression using a LazyBear-style MACD Squeeze. Enters only when the squeeze releases and momentum turns positive. Entry occurs on candle close above the execution-timeframe Supertrend. Session Filter Trades only during the New York session (13:00–21:00 UTC). This avoids low-liquidity periods and reduces false breakouts. Risk & Exits Dynamic stop-loss placed at the execution-timeframe Supertrend. Risk is calculated using the actual filled entry price for accurate R-based exits. Primary profit target is 0.5R, optimized for scalping. Positions are exited immediately if: Price closes against Supertrend Supertrend flips direction Momentum (MACD histogram) turns negative Trades are typically short-lived (1–3 candles), keeping exposure minimal. Key Characteristics Non-repainting logic Fully rule-based (no discretion) High win-rate, low-RR scalping profile Designed for BTC futures/perpetuals Optimized for New York session volatility Usage Notes Run on BTC 3-minute charts Best results during active NY hours Performance will vary by exchange, fees, and slippage This strategy is intended for education and testing, not financial advice Summary This strategy focuses on trading volatility expansion aligned with trend, using Supertrend for structure and MACD Squeeze for timing. By restricting trades to high-liquidity hours and enforcing strict exits, it aims for consistent, repeatable scalps rather than large directional bets.
Pine Script®策略
由blood_doc提供
Digital MACD Divergences MTF [LUPEN]Digital MACD Divergences MTF V1.0 Overview: Digital MACD Divergences MTF is an advanced momentum oscillator based on digital signal processing techniques. Instead of relying on traditional moving-average smoothing, it applies Finite Impulse Response (FIR) digital filters to extract momentum more cleanly, reducing lag and short-term market noise. The indicator is designed to provide a clear visualization of momentum structure, divergence behavior, and multi-timeframe context, rather than discrete trading signals. Conceptual Architecture At its core, the indicator reinterprets the classic MACD framework through digital convolution logic: FIR filters are used to compute momentum in a more responsive and stable manner than standard EMA-based MACD. The resulting histogram represents momentum intensity and direction as a continuous state rather than binary conditions. A digitally smoothed signal line provides structural reference without introducing excessive delay. This approach emphasizes momentum quality and structure, not signal frequency. Divergence Detection Logic: The script includes automatic divergence detection based on pivot analysis: Regular bullish and bearish divergences are identified using confirmed pivot points. Divergences are visualized with explicit line structures and optional filled areas, highlighting the zone of disagreement between price behavior and momentum. The visualization is designed to remain readable without obscuring price action. Divergences are presented as contextual information, not as mandatory actions. Multi-Timeframe (MTF) Context Digital MACD Divergences MTF supports native multi-timeframe analysis through a dual-pane workflow: A lower-timeframe instance visualizes local momentum dynamics. A higher-timeframe instance visualizes the broader momentum regime within which lower-timeframe fluctuations occur. The higher-timeframe view is not intended as confirmation or filtering logic, but as a contextual background layer that helps interpret short-term momentum behavior inside a larger structural environment. This separation avoids decision compression and keeps each timeframe’s role conceptually distinct. Visual Design Gradient-based histogram fills represent momentum intensity in a continuous manner. Positive and negative momentum regions are clearly differentiated while remaining adaptable to both dark and light chart themes. All visual elements are designed to emphasize state and regime, not discrete events. Reliability No repainting: all divergences and momentum states are confirmed on candle close and remain fixed. Designed for consistency across instruments and timeframes. Customization Options Timeframe selection for MTF mode (leave empty to use the chart’s timeframe). Adjustable signal smoothing parameters. Divergence visibility controls, pivot sensitivity, and optional divergence fill. Fully customizable color palette. Usage Notes This indicator is a visual market analysis tool intended to support momentum interpretation and structural context. It does not provide investment advice, trading signals, or automated decision logic, and should be used as part of a broader analytical framework. Final quotes: "Trading is not about prediction, but about understanding momentum structure. Digital MACD removes noise to make that structure visible."
Pine Script®指標
由Horazio提供
RSI & BB Oversold Scalper with MACD Confirmation [DotGain]RSI & BB Oversold Scalper with MACD Confirmation The RSI & BB Oversold Scalper is a mean reversion / dip-buying indicator designed for traders who want to combine oversold conditions with momentum confirmation . It uses a multi-step logic: first detect an oversold setup, then wait for a MACD confirmation within a defined time window before issuing a buy signal. --- Core Concept 1. Detect an oversold setup using Bollinger Bands %b, RSI and an optional DSS filter 2. Keep the setup active for a limited number of candles 3. Trigger the entry using a MACD bullish crossover 4. Reset after entry to avoid multiple signals from the same setup --- Buy Signal Logic A buy signal is generated when the following conditions are met: 1. Oversold Setup (filters can be enabled/disabled individually) • Bollinger Bands %b Oversold (Lookback-based) The price has traded below the lower Bollinger Band at least once within the last `lookbackBB` candles. • RSI Oversold (Lookback-based) The RSI has dropped below 30 at least once within the last `lookbackRSI` candles. • DSS (Double Smoothed Stochastic) Reversal Filter A bullish crossover of the DSS line above its signal line while the DSS value is below 20 , indicating a potential momentum reversal from oversold conditions. Note: BB %b and RSI are lookback filters , while the DSS condition is a single-bar crossover event . --- 2. MACD Confirmation (Entry Timing) After the setup becomes active, the indicator waits for a bullish MACD crossover (`MACD line crosses above Signal line`) within a user-defined time window (`validWindow` candles). If the MACD confirmation occurs within this window, a buy signal is printed. If the window expires without confirmation, the setup is discarded automatically. --- Reset Logic • After a buy signal, the setup is reset immediately • Only one signal is allowed per setup • No late entries after the time window expires --- Inputs & Customization • Enable or disable BB, RSI and DSS filters individually • Adjust lookback periods to control how recent oversold conditions must be • Tune the MACD confirmation window to balance early vs. conservative entries Smaller windows = faster, more aggressive entries Larger windows = fewer but more confirmed signals Recommended Markets & Timeframes • Cryptocurrencies, Forex, Indices, liquid stocks • Best suited for 1m – 15m scalping • Also usable on 15m – 1h for slower mean-reversion trades Visuals • Buy signals are displayed as labels below the price candles Important Notes • This indicator is a signal and timing tool , not a complete trading system • Always combine with higher-timeframe trend, support/resistance or volume analysis • Backtesting and paper trading are strongly recommended Disclaimer: This "RSI & BB Oversold Scalper with MACD Confirmation" (Oversold Scalper) indicator is provided for informational and educational purposes only. It does not, and should not be construed as, financial, investment, or trading advice. The signal generated by this tool (Green) is the result of a specific set of algorithmic conditions. They are not a direct recommendation to buy or sell any asset. The indicator's purpose is to highlight possible weakness in the markets, not to provide infallible trade signals. All trading and investing in financial markets involves a substantial risk of loss. You can lose all of your invested capital. Past performance is not indicative of future results. Even an indicator designed to filter out "chop" may produce false, lagging, or losing signals. Markets can remain unpredictable longer than you can remain solvent. The creator DotGain assumes no liability for any financial losses or damages you may incur, directly or indirectly, as a result of using this indicator or the information it provides. You are solely responsible for your own trading and investment decisions. Always conduct your own research (DYOR), validate signals with other methods, and consider your personal risk tolerance before entering any trade.
Pine Script®指標
由DotGain提供
2
JRockets MACDThis is my favorite indicator, that I use as one of my conformations before entering a trade in the 15M timeframe This MACD is tailor made by me to work efficient, consistent, and effectively. I back tested tons of times, it helps if you're entering too early, late and even get faked out. The MACD is by far my favorite and one and only indicator, and here's why. The MACD contains 2 EMA lines where it gives me a signal on when to buy or sell. If the Blue line crosses the red line on the bottom of the indicator its giving buy signals as long as the blue line stays on top, and when the red line crosses the blue line on top of the indicator its giving sell signals as long as the redline stay on top. Be sure to pay attention to the candle stick patterns as well and has to be around key levels. What makes this a better signal as well, the MACD has a built-in momentum hologram, some see it as overbought/undersold, or volume indicator. By combining the momentum hologram with your buy/sell ema will prevent you from entering a trade in the wrong area. The momentum hologram is almost self-explanatory, when there is buying pressure, the hologram turns blue, the darker the blue the stronger the momentum as well as the length of the hologram, once is start losing momentum it starts to turn to a lighter blue. Eventually a light red to a solid red showing momentum for a strong sell, this works vice versa. Combing all that at once and built instincts it becomes very effective. You can also use the EMA signals as divergence, but I don't really trade with divergence but could possibly give you conformation. Using the MACD is like having 3-4 indicators in one with all of them working fluent together. I have the MACD locked on the 15M timeframe because that's where it works more accurately. You can make the EMA lines a bit thicker to be easier to see. I would change the MACD visible for the 15M timeframe only or 1M to 1H timeframe. I hope this indicator helps you, as it did for me. You can simply click add on your charts on the top left to get this free indicator. Peace out and enjoy! Be sure to share, this indicator with your friends as it may help someone out.
Pine Script®指標
由JRockets提供
15
RSI + MACD (RSI Divergence) V3.2 RSI + MACD (RSI Divergence) This indicator combines RSI divergence detection with a scaled MACD overlay to help traders visualize momentum structure and divergence more clearly in a single pane. Instead of using RSI and MACD as isolated signals, this script focuses on relative movement, swing structure, and divergence logic, making it especially useful for discretionary traders who analyze momentum behavior rather than fixed indicator levels. ________________________________________ Key Features RSI Divergence Engine • Detects Regular Bullish / Bearish Divergence • Optional Hidden Divergence (for trend continuation) • Uses confirmed pivot logic (left/right lookback) to avoid repainting • Adjustable divergence range to filter weak or overly distant signals RSI is shifted by -50 to center it around zero, allowing better visual alignment with MACD without affecting divergence logic. ________________________________________ Scaled MACD Overlay (Visual Momentum Only) • MACD, Signal, and Histogram are rescaled dynamically to match the RSI oscillator range • Designed for wave structure, phase comparison, and momentum timing • Not intended as a traditional MACD signal generator • Helps identify momentum agreement or disagreement with RSI divergence ________________________________________ Clean & Practical Design • Single pane display (no chart clutter) • Color warnings for RSI overbought / oversold zones • Adjustable scaling lookback for different markets and timeframes • Optimized for smooth performance and non-repainting behavior ________________________________________ How to Use • Best used on indices, crypto, and liquid forex pairs • Combine RSI divergence signals with: o Market structure o Support / resistance o Trend context • Use the MACD overlay to: o Confirm momentum shifts o Spot early loss of strength o Compare oscillator phase alignment This indicator is best suited for analysis and confirmation, not mechanical entry signals. ________________________________________ Notes • MACD values are scaled for visualization only and do not represent real MACD values • Divergence signals are confirmation-based, not predictive • No repainting once pivots are confirmed ________________________________________ Who Is This For? • Swing traders • Momentum & divergence traders • Traders who prefer structure-based confirmation over raw indicator signals • Anyone who wants RSI & MACD behavior in a single, readable oscillator Enjoy and happy trading! DISCLAIMER This script is intended for informational and educational purposes only. It does not constitute financial, investment, or trading advice. All trading decisions made based on its output are solely the responsibility of the user
Pine Script®指標
由MKhoa提供
RSI & MACD SuiteRSI & MACD Suite A professional combination of two essential momentum indicators - Relative Strength Index (RSI) and Moving Average Convergence Divergence (MACD) - designed to provide comprehensive market analysis in a single, clean interface. OVERVIEW This indicator combines the power of RSI and MACD to help traders identify potential overbought/oversold conditions, momentum shifts, and trend changes. Both indicators are displayed with enhanced visual elements including gradient fills, customizable bands, and clear signal lines. FEATURES RSI (Relative Strength Index) - Customizable Period: Adjustable RSI length (default: 14) - Visual Zones: Overbought zone (above 70) with green gradient, Oversold zone (below 30) with red gradient, Background fill between bands for easy reference - Key Levels: Clear horizontal lines at 30, 50, and 70 - Flexible Source: Choose any price source (close, open, high, low, etc.) MACD (Moving Average Convergence Divergence) - Customizable Parameters: Fast Length (default: 12), Slow Length (default: 26), Signal Length (default: 9) - MA Type Selection: Choose between EMA or SMA for both oscillator and signal line - Color-Coded Histogram: Green for bullish momentum, Red for bearish momentum - Clear Signal Lines: Blue MACD line and orange Signal line for easy identification ALERT CONDITIONS The indicator includes 7 built-in alert conditions: RSI Alerts: 1. RSI Overbought - Triggers when RSI crosses above 70 2. RSI Oversold - Triggers when RSI crosses below 30 3. RSI Midline Cross - Triggers when RSI crosses the 50 level MACD Alerts: 4. MACD Bullish Cross - Triggers when MACD line crosses above Signal line 5. MACD Bearish Cross - Triggers when MACD line crosses below Signal line 6. MACD Histogram Bullish - Triggers when histogram crosses above zero 7. MACD Histogram Bearish - Triggers when histogram crosses below zero CUSTOMIZATION Clean Organization - Inputs Tab: Separate groups for RSI and MACD settings - Style Tab: All visual elements clearly labeled with "RSI -" or "MACD -" prefixes for easy identification - Full Control: Customize colors, line widths, and visibility of all elements Visual Clarity - Professional color scheme optimized for both light and dark themes - Gradient fills for intuitive zone identification - Clear separation between RSI and MACD elements SETTINGS RSI Settings - Length: Lookback period for RSI calculation (default: 14) - Source: Price data to use for calculation (default: close) MACD Settings - Source: Price data to use for calculation (default: close) - Fast Length: Period for fast moving average (default: 12) - Slow Length: Period for slow moving average (default: 26) - Signal Length: Period for signal line (default: 9) - Oscillator MA Type: EMA or SMA for MACD calculation - Signal MA Type: EMA or SMA for signal line TECHNICAL DETAILS - Pine Script Version: v6 - Indicator Type: Oscillator (subplot) - Calculation Method: RSI uses Relative Strength Index with RMA smoothing, MACD uses Fast MA minus Slow MA with configurable MA types - Input Validation: Built-in checks to ensure valid parameter combinations NOTES - Default settings are industry-standard values (RSI: 14, MACD: 12/26/9) - All visual elements can be hidden/shown individually in the Style tab - Alerts must be manually created by users through TradingView's alert system - This indicator does not repaint - all signals are based on closed candles WHO SHOULD USE THIS - Day traders looking for momentum signals - Swing traders identifying trend changes - Technical analysts performing multi-indicator analysis - Traders who want a clean, all-in-one momentum solution DISCLAIMER This indicator is for educational and informational purposes only. It does not constitute financial advice. Always perform your own analysis and risk assessment before making trading decisions. Version: 1.0 Author: aaboomar License: Mozilla Public License 2.0
Pine Script®指標
由aaboomar提供
Ultimate MACD [captainua]Ultimate MACD - Comprehensive MACD Trading System Overview This indicator combines traditional MACD calculations with advanced features including divergence detection, volume analysis, histogram analysis tools, regression forecasting, strong top/bottom detection, and multi-timeframe confirmation to provide a comprehensive MACD-based trading system. The script calculates MACD using configurable moving average types (EMA, SMA, RMA, WMA) and applies various smoothing methods to reduce noise while maintaining responsiveness. The combination of these features creates a multi-layered confirmation system that reduces false signals by requiring alignment across multiple indicators and timeframes. Core Calculations MACD Calculation: The script calculates MACD using the standard formula: MACD Line = Fast MA - Slow MA, Signal Line = Moving Average of MACD Line, Histogram = MACD Line - Signal Line. The default parameters are Fast=12, Slow=26, Signal=9, matching the traditional MACD settings. The script supports four moving average types: - EMA (Exponential Moving Average): Standard and most responsive, default choice - SMA (Simple Moving Average): Equal weight to all periods - RMA (Wilder's Moving Average): Smoother, less responsive - WMA (Weighted Moving Average): Recent prices weighted more heavily The price source can be configured as Close (standard), Open, High, Low, HL2, HLC3, or OHLC4. Alternative sources provide different sensitivity characteristics for various trading strategies. Configuration Presets: The script includes trading style presets that automatically configure MACD parameters: - Scalping: Fast/Responsive settings (8,18,6 with minimal smoothing) - Day Trading: Balanced settings (10,22,7 with minimal smoothing) - Swing Trading: Standard settings (12,26,9 with moderate smoothing) - Position Trading: Smooth/Conservative settings (15,35,12 with higher smoothing) - Custom: Full manual control over all parameters Histogram Smoothing: The histogram can be smoothed using EMA to reduce noise and filter minor fluctuations. Smoothing length of 1 = raw histogram (no smoothing), higher values (3-5) = smoother histogram. Increased smoothing reduces noise but may delay signals slightly. Percentage Mode: MACD values can be converted to percentage of price (MACD/Close*100) for cross-instrument comparison. This is useful when comparing MACD signals across instruments with different price levels (e.g., BTC vs ETH). The percentage mode normalizes MACD values, making them comparable regardless of instrument price. MACD Scale Factor: A scale factor multiplier (default 1.0) allows adjusting MACD display size for better visibility. Use 0.3-0.5 if MACD appears too compressed, or 2.0-3.0 if too small. Dynamic Overbought/Oversold Levels: Overbought and oversold levels are calculated dynamically based on MACD's mean and standard deviation over a lookback period. The formula: OB = MACD Mean + (StdDev × OB Multiplier), OS = MACD Mean - (StdDev × OS Multiplier). This adapts to current market conditions, widening in volatile markets and narrowing in calm markets. The lookback period (default 20) controls how quickly the levels adapt: longer periods (30-50) = more stable levels, shorter (10-15) = more responsive. OB/OS Background Coloring: Optional background coloring can highlight the entire panel when MACD enters overbought or oversold territory, providing prominent visual indication of extreme conditions. The background colors are drawn on top of the main background to ensure visibility. Divergence Detection Regular Divergence: The script uses the MACD line (not histogram) for divergence detection, which provides more reliable signals. Bullish divergence: Price makes a lower low while MACD line makes a higher low. Bearish divergence: Price makes a higher high while MACD line makes a lower high. Divergences often precede reversals and are powerful reversal signals. Pivot-Based Divergence: The divergence detection uses actual pivot points (pivotlow/pivothigh) instead of simple lowest/highest comparisons. This provides more accurate divergence detection by identifying significant pivot lows/highs in both price and MACD line. The pivot-based method compares two recent pivot points: for bullish divergence, price makes a lower low while MACD makes a higher low at the pivot points. This method reduces false divergences by requiring actual pivot points rather than just any low/high within a period. The pivot lookback parameters (left and right) control how many bars on each side of a pivot are required for confirmation. Higher values = more conservative pivot detection. Hidden Divergence: Continuation patterns that signal trend continuation rather than reversal. Bullish hidden divergence: Price makes a higher low but MACD makes a lower low. Bearish hidden divergence: Price makes a lower high but MACD makes a higher high. These patterns indicate the trend is likely to continue in the current direction. Zero-Line Filter: The "Don't Touch Zero Line" option ensures divergences occur in proper context: for bullish divergence, MACD must stay below zero; for bearish divergence, MACD must stay above zero. This filters out divergences that occur in neutral zones. Range Filtering: Minimum and maximum lookback ranges control the time window between pivots to consider for divergence. This helps filter out divergences that are too close together (noise) or too far apart (less relevant). Volume Confirmation System Volume threshold filtering requires current volume to exceed the volume SMA multiplied by the threshold factor. The formula: Volume Confirmed = Volume > (Volume SMA × Threshold). If the threshold is set to 1.0 or lower, volume confirmation is effectively disabled (always returns true). This allows you to use the indicator without volume filtering if desired. Volume confirmation significantly increases divergence and signal reliability. Volume Climax and Dry-Up Detection: The script can mark bars with extremely high volume (volume climax) or extremely low volume (volume dry-up). Volume climax indicates potential reversal points or strong momentum continuation. Volume dry-up indicates low participation and may produce unreliable signals. These markers use standard deviation multipliers to identify extreme volume conditions. Zero-Line Cross Detection MACD zero-line crosses indicate momentum shifts: above zero = bullish momentum, below zero = bearish momentum. The script includes alert conditions for zero-line crosses with cooldown protection to prevent alert spam. Zero-line crosses can provide early warning signals before MACD crosses the signal line. Histogram Analysis Tools Histogram Moving Average: A moving average applied to the histogram itself helps identify histogram trend direction and acts as a signal line for histogram movements. Supports EMA, SMA, RMA, and WMA types. Useful for identifying when histogram momentum is strengthening or weakening. Histogram Bollinger Bands: Bollinger Bands are applied to the MACD histogram instead of price. The calculation: Basis = SMA(Histogram, Period), StdDev = stdev(Histogram, Period), Upper = Basis + (StdDev × Deviation Multiplier), Lower = Basis - (StdDev × Deviation Multiplier). This creates dynamic zones around the histogram that adapt to histogram volatility. When the histogram touches or exceeds the bands, it indicates extreme conditions relative to recent histogram behavior. Stochastic MACD (StochMACD): Stochastic MACD applies the Stochastic oscillator formula to the MACD histogram instead of price. This normalizes the histogram to a 0-100 scale, making it easier to identify overbought/oversold conditions on the histogram itself. The calculation: %K = ((Histogram - Lowest Histogram) / (Highest Histogram - Lowest Histogram)) × 100. %K is smoothed, and %D is calculated as the moving average of smoothed %K. Standard thresholds are 80 (overbought) and 20 (oversold). Regression Forecasting The script includes advanced regression forecasting that predicts future MACD values using mathematical models. This helps anticipate potential MACD movements and provides forward-looking context for trading decisions. Regression Types: - Linear: Simple trend line (y = mx + b) - fastest, works well for steady trends - Polynomial: Quadratic curve (y = ax² + bx + c) - captures curvature in MACD movement - Exponential Smoothing: Weighted average with more weight on recent values - responsive to recent changes - Moving Average: Uses difference between short and long MA to estimate trend - stable and smooth Forecast Horizon: Number of bars to forecast ahead (default 5, max 50 for linear/MA, max 20 for polynomial due to performance). Longer horizons predict further ahead but may be less accurate. Confidence Bands: Optional upper/lower bands around forecast show prediction uncertainty based on forecast error (standard deviation of prediction vs actual). Wider bands = higher uncertainty. The confidence level multiplier (default 1.5) controls band width. Forecast Display: Forecast appears as dotted lines extending forward from current bar, with optional confidence bands. All forecast values respect percentage mode and scale factor settings. Strong Top/Bottom Signals The script detects strong recovery from extreme MACD levels, generating "sBottom" and "sTop" signals. These identify significant reversal potential when MACD recovers substantially from overbought/oversold extremes. Strong Bottom (sBottom): Triggered when: 1. MACD was at or near its lowest point in the bottom period (default 10 bars) 2. MACD was in or near the oversold zone 3. MACD has recovered by at least the threshold amount (default 0.5) from the lowest point 4. Recovery persists for confirmation bars (default 2 consecutive bars) 5. MACD has moved out of the oversold zone 6. Volume is above average 7. All enabled filters pass 8. Minimum bars have passed since last signal (reset period, default 5 bars) Strong Top (sTop): Triggered when: 1. MACD was at or near its highest point in the top period (default 7 bars) 2. MACD was in or near the overbought zone 3. MACD has declined by at least the threshold amount (default 0.5) from the highest point 4. Decline persists for confirmation bars (default 2 consecutive bars) 5. MACD has moved out of the overbought zone 6. Volume is above average 7. All enabled filters pass 8. Minimum bars have passed since last signal (reset period, default 5 bars) Label Placement: sTop/sBottom labels appear on the historical bar where the actual extreme occurred (not on current bar), showing the exact MACD value at that extreme. Labels respect the unified distance checking system to prevent overlaps with Buy/Sell Strength labels. Signal Strength Calculation The script calculates a composite signal strength score (0-100) based on multiple factors: - MACD distance from signal line (0-50 points): Larger separation indicates stronger signal - Volume confirmation (0-15 points): Volume above average adds points - Secondary timeframe alignment (0-15 points): Higher timeframe agreement adds points - Distance from zero line (0-20 points): Closer to zero can indicate stronger reversal potential Higher scores (70+) indicate stronger, more reliable signals. The signal strength is displayed in the statistics table and can be used as a filter to only accept signals above a threshold. Smart Label Placement System The script includes an advanced label placement system that tracks MACD extremes and places Buy/Sell Strength labels at optimal locations: Label Placement Algorithm: - Labels appear on the current bar at confirmation (not on historical extreme bars), ensuring they're visible when the signal is confirmed - The system tracks pending signals when MACD enters OB/OS zones or crosses the signal line - During tracking, the system continuously searches for the true extreme (lowest MACD for buys, highest MACD for sells) within a configurable historical lookback period - Labels are only finalized when: (1) MACD exits the OB/OS zone, (2) sufficient bars have passed (2x minimum distance), (3) MACD has recovered/declined by a configurable percentage from the extreme (default 15%), and (4) tracking has stopped (no better extreme found) Label Spacing and Overlap Prevention: - Minimum Bars Between Labels: Base distance requirement (default 5 bars) - Label Spacing Multiplier: Scales the base distance (default 1.5x) for better distribution. Higher values = more spacing between labels - Effective distance = Base Distance × Spacing Multiplier (e.g., 5 × 1.5 = 7.5 bars minimum) - Unified distance checking prevents overlaps between all label types (Buy Strength, Sell Strength, sTop, sBottom) Strength-Based Filtering: - Label Strength Minimum (%): Only labels with strength at or above this threshold are displayed (default 75%) - When multiple potential labels are close together, the system automatically compares strengths and keeps only the strongest one - This ensures only the most significant signals are displayed, reducing chart clutter Zero Line Polarity Enforcement: - Enforce Zero Line Polarity (default enabled): Ensures labels follow traditional MACD interpretation - Buy Strength labels only appear when the tracked extreme MACD value was below zero (negative territory) - Sell Strength labels only appear when the tracked extreme MACD value was above zero (positive territory) - This prevents counter-intuitive labels (e.g., Buy labels above zero line) and aligns with standard MACD trading principles Recovery/Decline Confirmation: - Recovery/Decline Confirm (%): Percent move away from the extreme required before finalizing (default 15%) - For Buy labels: MACD must recover by at least this percentage from the tracked bottom - For Sell labels: MACD must decline by at least this percentage from the tracked top - Higher values = more confirmation required, fewer but more reliable labels Historical Lookback: - Historical Lookback for Label Placement: Number of bars to search for true extremes (default 20) - The system searches within this period to find the actual lowest/highest MACD value - Higher values analyze more history but may be slower; lower values are faster but may miss some extremes Cross Quality Score The script calculates a MACD cross quality score (0-100) that rates crossover quality based on: - Cross angle (0-50 points): Steeper crosses = stronger signals - Volume confirmation (0-25 points): Volume above average adds points - Distance from zero line (0-25 points): Crosses near zero line are stronger This score helps identify high-quality crossovers and can be used as a filter to only accept signals meeting minimum quality threshold. Filtering System Histogram Filter: Requires histogram to be above zero for buy signals, below zero for sell signals. Ensures momentum alignment before generating signals. Signal Strength Filter: Requires minimum signal strength score for signals. Higher threshold = only strongest signals pass. This combines multiple confirmation factors into a single filter. Cross Quality Filter: Requires minimum cross quality score for signals. Rates crossover quality based on angle, volume, momentum, and distance from zero. Only signals meeting minimum quality threshold will be generated. All filters use the pattern: filterResult = not filterEnabled OR conditionMet. This means if a filter is disabled, it always passes (returns true). Filters can be combined, and all must pass for a signal to fire. Multi-Timeframe Analysis The script can display MACD from a secondary (higher) timeframe and use it for confirmation. When secondary timeframe confirmation is enabled, signals require the higher timeframe MACD to align (bullish/bearish) with the signal direction. This ensures signals align with the larger trend context, reducing counter-trend trades. Secondary Timeframe MACD: The secondary timeframe MACD uses the same calculation parameters (fast, slow, signal, MA type) as the main MACD but from a higher timeframe. This provides context for the current timeframe's MACD position relative to the larger trend. The secondary MACD lines are displayed on the chart when enabled. Noise Filtering Noise filtering hides small histogram movements below a threshold. This helps focus on significant moves and reduces chart clutter. When enabled, only histogram movements above the threshold are displayed. Typical threshold values are 0.1-0.5 for most instruments, depending on the instrument's price range and volatility. Signal Debounce Signal debounce prevents duplicate MACD cross signals within a short time period. Useful when MACD crosses back and forth quickly, creating multiple signals. Debounce ensures only one signal per period, reducing signal spam during choppy markets. This is separate from alert cooldown, which applies to all alert types. Background Color Modes The script offers three background color modes: - Dynamic: Full MACD heatmap based on OB/OS conditions, confidence, and momentum. Provides rich visual feedback. - Monotone: Soft neutral background but still allows overlays (OB/OS zones). Keeps the chart clean without overpowering candles. - Off: No MACD background (only overlays and plots). Maximum chart cleanliness. When OB/OS background colors are enabled, they are drawn on top of the main background to ensure visibility. Statistics Table A real-time statistics table displays current MACD values, signal strength, distance from zero line, secondary timeframe alignment, volume confirmation status, and all active filter statuses. The table dynamically adjusts to show only enabled features, keeping it clean and relevant. The table position can be configured (Top Left, Top Right, Bottom Left, Bottom Right). Performance Statistics Table An optional performance statistics table shows comprehensive filter diagnostics: - Total buy/sell signals (raw crossover count before filters) - Filtered buy/sell signals (signals that passed all filters) - Overall pass rates (percentage of signals that passed filters) - Rejected signals count - Filter-by-filter rejection diagnostics showing which filters rejected how many signals This table helps optimize filter settings by showing which filters are most restrictive and how they impact signal frequency. The diagnostics format shows rejections as "X B / Y S" (X buy signals rejected, Y sell signals rejected) or "Disabled" if the filter is not active. Alert System The script includes separate alert conditions for each signal type: - MACD Cross: MACD line crosses above/below Signal line (with or without secondary confirmation) - Zero-Line Cross: MACD crosses above/below zero - Divergence: Regular and hidden divergence detections - Secondary Timeframe: Higher timeframe MACD crosses - Histogram MA Cross: Histogram crosses above/below its moving average - Histogram Zero Cross: Histogram crosses above/below zero - StochMACD: StochMACD overbought/oversold entries and %K/%D crosses - Histogram BB: Histogram touches/breaks Bollinger Bands - Volume Events: Volume climax and dry-up detections - OB/OS: MACD entry/exit from overbought/oversold zones - Strong Top/Bottom: sTop and sBottom signal detections Each alert type has its own cooldown system to prevent alert spam. The cooldown requires a minimum number of bars between alerts of the same type, reducing duplicate alerts during volatile periods. Alert types can be filtered to only evaluate specific alert types (All, MACD Cross, Zero Line, Divergence, Secondary Timeframe, Histogram MA, Histogram Zero, StochMACD, Histogram BB, Volume Events, OB/OS, Strong Top/Bottom). How Components Work Together MACD crossovers provide the primary signal when the MACD line crosses the Signal line. Zero-line crosses indicate momentum shifts and can provide early warning signals. Divergences identify potential reversals before they occur. Volume confirmation ensures signals occur with sufficient market participation, filtering out low-volume false breakouts. Histogram analysis tools (MA, Bollinger Bands, StochMACD) provide additional context for signal reliability and identify significant histogram zones. Signal strength combines multiple confirmation factors into a single score, making it easy to filter for only the strongest signals. Cross quality score rates crossover quality to identify high-quality setups. Multi-timeframe confirmation ensures signals align with higher timeframe trends, reducing counter-trend trades. Usage Instructions Getting Started: The default configuration shows MACD(12,26,9) with standard EMA calculations. Start with default settings and observe behavior, then customize settings to match your trading style. You can use configuration presets for quick setup based on your trading style. Customizing MACD Parameters: Adjust Fast Length (default 12), Slow Length (default 26), and Signal Length (default 9) based on your trading timeframe. Shorter periods (8,17,7) for faster signals, longer (15,30,12) for smoother signals. You can change the moving average type: EMA for responsiveness, RMA for smoothness, WMA for recent price emphasis. Price Source Selection: Choose Close (standard), or alternative sources (HL2, HLC3, OHLC4) for different sensitivity. HL2 uses the midpoint of the high-low range, HLC3 and OHLC4 incorporate more price information. Histogram Smoothing: Set smoothing to 1 for raw histogram (no smoothing), or increase (3-5) for smoother histogram that reduces noise. Higher smoothing reduces false signals but may delay signals slightly. Percentage Mode: Enable percentage mode when comparing MACD across instruments with different price levels. This normalizes MACD values, making them directly comparable. Dynamic OB/OS Levels: The dynamic thresholds automatically adapt to volatility. Adjust the multipliers (default 1.5) to fine-tune sensitivity: higher values (2.0-3.0) = more extreme thresholds (fewer signals), lower (1.0-1.5) = more frequent signals. Adjust the lookback period to control how quickly levels adapt. Enable OB/OS background colors for visual indication of extreme conditions. Volume Confirmation: Set volume threshold to 1.0 (default, effectively disabled) or higher (1.2-1.5) for standard confirmation. Higher values require more volume for confirmation. Set to 0.1 to completely disable volume filtering. Filters: Enable filters gradually to find your preferred balance. Start with histogram filter for basic momentum alignment, then add signal strength filter (threshold 50+) for moderate signals, then cross quality filter (threshold 50+) for high-quality crossovers. Combine filters for highest-quality signals but expect fewer signals. Divergence: Enable divergence detection and adjust pivot lookback parameters. Pivot-based divergence provides more accurate detection using actual pivot points. Hidden divergence is useful for trend-following strategies. Adjust range parameters to filter divergences by time window. Zero-Line Crosses: Zero-line cross alerts are automatically available when alerts are enabled. These provide early warning signals for momentum shifts. Histogram Analysis Tools: Enable Histogram Moving Average to see histogram trend direction. Enable Histogram Bollinger Bands to identify extreme histogram zones. Enable Stochastic MACD to normalize histogram to 0-100 scale for overbought/oversold identification. Multi-Timeframe: Enable secondary timeframe MACD to see higher timeframe context. Enable secondary confirmation to require higher timeframe alignment for signals. Signal Strength: Signal strength is automatically calculated and displayed in the statistics table. Use signal strength filter to only accept signals above a threshold (e.g., 50 for moderate, 70+ for strong signals only). Smart Label Placement: Configure label placement settings to control label appearance and quality: - Label Strength Minimum (%): Set threshold (default 75%) to show only strong signals. Higher = fewer, stronger labels - Label Spacing Multiplier: Adjust spacing (default 1.5x) for better distribution. Higher = more spacing between labels - Recovery/Decline Confirm (%): Set confirmation requirement (default 15%). Higher = more confirmation, fewer labels - Enforce Zero Line Polarity: Enable (default) to ensure Buy labels only appear when tracked extreme was below zero, Sell labels only when above zero - Historical Lookback: Adjust search period (default 20 bars) for finding true extremes. Higher = more history analyzed Cross Quality: Cross quality score is automatically calculated for crossovers. Use cross quality filter to only accept high-quality crossovers (threshold 50+ for moderate, 70+ for high quality). Alerts: Set up alerts for your preferred signal types. Enable alert cooldown (default enabled, 5 bars) to prevent alert spam. Use alert type filter to only evaluate specific alert types (All, MACD Cross, Zero Line, Divergence, Secondary Timeframe, Histogram MA, Histogram Zero, StochMACD, Histogram BB, Volume Events, OB/OS, Strong Top/Bottom). Each signal type has its own alert condition, so you can be selective about which signals trigger alerts. Visual Elements and Signal Markers The script uses various visual markers to indicate signals and conditions: - MACD Line: Green when above signal (bullish), red when below (bearish) if dynamic colors enabled. Optional black outline for enhanced visibility - Signal Line: Orange line with optional black outline for enhanced visibility - Histogram: Color-coded based on direction and momentum (green for bullish rising, lime for bullish falling, red for bearish falling, orange for bearish rising) - Zero Line: Horizontal reference line at MACD = 0 - Fill to Zero: Green/red semi-transparent fill between MACD line and zero line showing bullish/bearish territory - Fill Between OB/OS: Blue semi-transparent fill between overbought/oversold thresholds highlighting neutral zone - OB/OS Background Colors: Background coloring when MACD enters overbought/oversold zones - Background Colors: Dynamic or monotone backgrounds indicating MACD state, or custom chart background - Divergence Labels: "🐂" for bullish, "🐻" for bearish, "H Bull" for hidden bullish, "H Bear" for hidden bearish - Divergence Lines: Colored lines connecting pivot points when divergences are detected - Volume Climax Markers: ⚡ symbol for extremely high volume - Volume Dry-Up Markers: 💧 symbol for extremely low volume - Buy/Sell Strength Labels: Show signal strength percentage (e.g., "Buy Strength: 75%") - Strong Top/Bottom Labels: "sTop" and "sBottom" for extreme level recoveries - Secondary MACD Lines: Purple lines showing higher timeframe MACD - Histogram MA: Orange line showing histogram moving average - Histogram BB: Blue bands around histogram showing extreme zones - StochMACD Lines: %K and %D lines with overbought/oversold thresholds - Regression Forecast: Dotted blue lines extending forward with optional confidence bands Signal Priority and Interpretation Signals are generated independently and can occur simultaneously. Higher-priority signals generally indicate stronger setups: 1. MACD Cross with Multiple Filters - Highest priority: Requires MACD crossover plus all enabled filters (histogram, signal strength, cross quality) and secondary timeframe confirmation if enabled. These are the most reliable signals. 2. Zero-Line Cross - High priority: Indicates momentum shift. Can provide early warning signals before MACD crosses the signal line. 3. Divergence Signals - Medium-High priority: Pivot-based divergence is more reliable than simple divergence. Hidden divergence indicates continuation rather than reversal. 4. MACD Cross with Basic Filters - Medium priority: MACD crosses signal line with basic histogram filter. Less reliable alone but useful when combined with other confirmations. Best practice: Wait for multiple confirmations. For example, a MACD crossover combined with divergence, volume confirmation, and secondary timeframe alignment provides the strongest setup. Chart Requirements For proper script functionality and compliance with TradingView requirements, ensure your chart displays: - Symbol name: The trading pair or instrument name should be visible - Timeframe: The chart timeframe should be clearly displayed - Script name: "Ultimate MACD " should be visible in the indicator title These elements help traders understand what they're viewing and ensure proper script identification. The script automatically includes this information in the indicator title and chart labels. Performance Considerations The script is optimized for performance: - Calculations use efficient Pine Script functions (ta.ema, ta.sma, etc.) which are optimized by TradingView - Conditional execution: Features only calculate when enabled - Label management: Old labels are automatically deleted to prevent accumulation - Array management: Divergence label arrays are limited to prevent memory accumulation The script should perform well on all timeframes. On very long historical data with many enabled features, performance may be slightly slower, but it remains usable. Known Limitations and Considerations - Dynamic OB/OS levels can vary significantly based on recent MACD volatility. In very volatile markets, levels may be wider; in calm markets, they may be narrower. - Volume confirmation requires sufficient historical volume data. On new instruments or very short timeframes, volume calculations may be less reliable. - Higher timeframe MACD uses request.security() which may have slight delays on some data feeds. - Stochastic MACD requires the histogram to have sufficient history. Very short periods on new charts may produce less reliable StochMACD values initially. - Divergence detection requires sufficient historical data to identify pivot points. Very short lookback periods may produce false positives. Practical Use Cases The indicator can be configured for different trading styles and timeframes: Swing Trading: Use MACD(12,26,9) with secondary timeframe confirmation. Enable divergence detection. Use signal strength filter (threshold 50+) and cross quality filter (threshold 50+) for higher-quality signals. Enable histogram analysis tools for additional context. Day Trading: Use MACD(8,17,7) or use "Day Trading" preset with minimal histogram smoothing for faster signals. Enable zero-line cross alerts for early signals. Use volume confirmation with threshold 1.2-1.5. Enable histogram MA for momentum tracking. Trend Following: Use MACD(12,26,9) or longer periods (15,30,12) for smoother signals. Enable secondary timeframe confirmation for trend alignment. Hidden divergence signals are useful for trend continuation entries. Use cross quality filter to identify high-quality crossovers. Reversal Trading: Focus on divergence detection (pivot-based for accuracy) combined with zero-line crosses. Enable volume confirmation. Use histogram Bollinger Bands to identify extreme histogram zones. Enable StochMACD for overbought/oversold identification. Multi-Timeframe Analysis: Enable secondary timeframe MACD to see context from larger timeframes. For example, use daily MACD on hourly charts to understand the larger trend context. Enable secondary confirmation to require higher timeframe alignment for signals. Practical Tips and Best Practices Getting Started: Start with default settings and observe MACD behavior. The default configuration (MACD 12,26,9 with EMA) is balanced and works well across different markets. After observing behavior, customize settings to match your trading style. Consider using configuration presets for quick setup. Reducing Repainting: All signals are based on confirmed bars, minimizing repainting. The script uses confirmed bar data for all calculations to ensure backtesting accuracy. Signal Quality: MACD crosses with multiple filters provide the highest-quality signals because they require alignment across multiple indicators. These signals have lower frequency but higher reliability. Use signal strength scores to identify the strongest signals (70+). Use cross quality scores to identify high-quality crossovers (70+). Filter Combinations: Start with histogram filter for basic momentum alignment, then add signal strength filter for moderate signals, then cross quality filter for high-quality crossovers. Combining all filters significantly reduces false signals but also reduces signal frequency. Find your balance based on your risk tolerance. Volume Filtering: Set volume threshold to 1.0 (default, effectively disabled) or lower to effectively disable volume filtering if you trade instruments with unreliable volume data or want to test without volume confirmation. Standard confirmation uses 1.2-1.5 threshold. MACD Period Selection: Standard MACD(12,26,9) provides balanced signals suitable for most trading. Shorter periods (8,17,7) for faster signals, longer (15,30,12) for smoother signals. Adjust based on your timeframe and trading style. Consider using configuration presets for optimized settings. Moving Average Type: EMA provides balanced responsiveness with smoothness. RMA is smoother and less responsive. WMA gives more weight to recent prices. SMA gives equal weight to all periods. Choose based on your preference for responsiveness vs. smoothness. Divergence: Pivot-based divergence is more reliable than simple divergence because it uses actual pivot points. Hidden divergence indicates continuation rather than reversal, useful for trend-following strategies. Adjust pivot lookback parameters to control sensitivity. Dynamic Thresholds: Dynamic OB/OS thresholds automatically adapt to volatility. In volatile markets, thresholds widen; in calm markets, they narrow. Adjust the multipliers to fine-tune sensitivity. Enable OB/OS background colors for visual indication. Zero-Line Crosses: Zero-line crosses indicate momentum shifts and can provide early warning signals before MACD crosses the signal line. Enable alerts for zero-line crosses to catch these early signals. Alert Management: Enable alert cooldown (default enabled, 5 bars) to prevent alert spam. Use alert type filter to only evaluate specific alert types. Signal debounce (default enabled, 3 bars) prevents duplicate MACD cross signals during choppy markets. Technical Specifications - Pine Script Version: v6 - Indicator Type: Non-overlay (displays in separate panel below price chart) - Repainting Behavior: Minimal - all signals are based on confirmed bars, ensuring accurate backtesting results - Performance: Optimized with conditional execution. Features only calculate when enabled. - Compatibility: Works on all timeframes (1 minute to 1 month) and all instruments (stocks, forex, crypto, futures, etc.) - Edge Case Handling: All calculations include safety checks for division by zero, NA values, and boundary conditions. Alert cooldowns and signal debounce handle edge cases where conditions never occurred or values are NA. Technical Notes - All MACD values respect percentage mode conversion when enabled - Volume confirmation uses cached volume SMA for performance - Label arrays (divergence) are automatically limited to prevent memory accumulation - Background coloring: OB/OS backgrounds are drawn on top of main background to ensure visibility - All calculations are optimized with conditional execution - features only calculate when enabled (performance optimization) - Signal strength calculation combines multiple factors into a single score for easy filtering - Cross quality calculation rates crossover quality based on angle, volume, and distance from zero - Secondary timeframe MACD uses request.security() for higher timeframe data access - Histogram analysis features (Bollinger Bands, MA, StochMACD) provide additional context beyond basic MACD signals - Statistics table dynamically adjusts to show only enabled features, keeping it clean and relevant - Divergence detection uses MACD line (not histogram) for more reliable signals - Configuration presets automatically optimize MACD parameters for different trading styles - Smart label placement: Labels appear on current bar at confirmation, using strength from tracked extreme point - Label spacing uses effective distance (base distance × spacing multiplier) for better distribution - Zero line polarity enforcement ensures Buy labels only appear when tracked extreme MACD < 0, Sell labels only when tracked extreme MACD > 0 - Label finalization requires MACD exit from OB/OS zone, sufficient bars passed, and recovery/decline percentage confirmation - Strength-based filtering automatically compares and keeps only the strongest label when multiple signals are close together - Enhanced visualization: Line outlines drawn behind main lines for superior visibility (black default, configurable) - Enhanced visualization: Fill between MACD and zero line provides instant visual feedback (green above, red below) - Enhanced visualization: Fill between OB/OS thresholds highlights neutral zone when dynamic levels are active - Custom chart background overrides background mode when enabled, allowing theme-consistent indicator panels
Pine Script®指標
由captain_ua提供
2
HaP MACDHaP MACD - Advanced DEMA Assisted Signal Indicator Overview The HaP MACD is an evolution of the classic MACD, designed for traders who demand faster response times and clearer trend visualisations. By integrating DEMA (Double Exponential Moving Average) logic into the standard MACD framework, this indicator filters out noise and highlights momentum shifts with a unique color-coded dot system. How It Works The indicator calculates two types of MACD: a standard one for the main lines and a DEMA-based one for signal generation. This dual approach ensures you stay in the trend while being alerted the moment the momentum starts to fade. Visual Guide & Color Logic The signal dots are placed directly on the MACD line to guide your decisions: 🔵 Blue Dot: The Entry Signal. Appears when DEMA conditions first align for a bullish move. 🟢 Green Dot: Strong Momentum. The trend is active and the MACD value is increasing. 🟠 Orange Dot: Warning Signal. The bullish trend is still active, but the momentum is slowing down (MACD is lower than the previous bar). 🔴 Red Dot: Exit Signal. The bullish condition has ended. It’s time to consider closing the position or tightening stops. Key Features Reduced Lag: DEMA integration provides earlier signals than standard EMA-based MACDs. Trend Monitoring: Easily distinguish between a healthy trend (Green) and a tiring trend (Orange). Customizable: Choose between EMA and SMA for both the oscillator and signal calculations. Crossover Markers: Optional triangle markers for classic MACD crossovers (can be enabled in settings).
Pine Script®指標
由agahakanaga提供
24
SCOTTGO Advanced MACD🌟 Custom MACD: Enhanced Visuals & Crossover Signals This indicator is a highly customized version of the traditional Moving Average Convergence Divergence (MACD) oscillator, designed to provide clear, immediate visual confirmation of signal line crossovers and zero-line crossings. Core Features: MACD Crossover Shadow Fill: The area between the MACD line and the Signal line is filled with a customizable shadow. This instantly visualizes whether the MACD is above (bullish crossover) or below (bearish crossover) the Signal line. Signal Crossover Markers (Arrows & Dots): Crossover Dot: A small, configurable solid dot is plotted exactly at the point where the MACD and Signal lines intersect, providing pinpoint accuracy for the crossover event. Crossover Arrows: Customizable up (green) and down (red) arrows are plotted using a small numerical offset from the crossover point, ensuring visibility without cluttering the indicator lines. Zero-Line Crossing Markers: Distinct, small markers (circles/diamonds) are used to signal when the MACD line crosses the zero line, indicating a shift in momentum relative to the baseline. Customizable MA Type: The user can select either Exponential Moving Average (EMA) or Simple Moving Average (SMA) for both the MACD oscillator calculation and the signal line calculation. This indicator is ideal for traders who rely on MACD crossovers and require precise, configurable visual feedback directly on the chart.
Pine Script®指標
由SCOTTGO提供
VWAP-Anchored MACD [BOSWaves]VWAP-Anchored MACD - Volume-Weighted Momentum Mapping With Zero-Line Filtering Overview The VWAP-Anchored MACD delivers a refined momentum model built on volume-weighted price rather than raw closes, giving you a more grounded view of trend strength during sessions, weeks, or months. Instead of tracking two EMAs of price like a standard MACD, this tool reconstructs the MACD engine using anchored VWAP as the core input. The result is a momentum structure that reacts to real liquidity flow, filters out weak crossovers near the zero line, and visualizes acceleration shifts with clear, high-contrast gradients. This indicator acts as a precise momentum map that adapts in real time. You see how weighted price is accelerating, where valid crossovers form, and when trend conviction is strong enough to justify execution. It uses gradient line coloring to show bullish or bearish momentum, histogram shading to highlight energy shifts, cross dots to mark valid crossovers, optional buy/sell diamonds for execution cues, and candle coloring to display trend strength at a glance. Theoretical Foundation Traditional MACD compares the difference between two exponential moving averages of price. This variant replaces price with anchored VWAP, making the calculation sensitive to actual traded volume across your chosen period (Session, Week, or Month). Three principles drive the logic: Anchored VWAP Momentum : Price is weighted by volume and aggregated across the selected anchor. The fast and slow VWAP-EMAs then expose how liquidity-corrected momentum is expanding or contracting. Zero-Line Distance Filtering : Crossover signals that occur too close to the zero line are removed. This eliminates the common MACD problem of generating weak, directionless signals in choppy phases. Directional Visualization : MACD line, signal line, histogram, candle colors, and optional diamond markers all react to shifts in VWAP-momentum, giving you a clean structural read on market pressure. Anchoring VWAP to session, weekly, or monthly resets creates a systematic framework for tracking how capital flow is driving momentum throughout each trading cycle. How It Works The core engine processes momentum through several mapped layers: VWAP Aggregation : Price × volume is accumulated until the anchor resets. This creates a continuous, liquidity-corrected VWAP curve. MACD Construction : Fast and slow VWAP-EMAs define the MACD line, while a smoothed signal line identifies edges where momentum shifts. Zero-Line Distance Filter : MACD and signal must both exceed a threshold distance from zero for a crossover to count as valid. This prevents fake crossovers during compression. Visual Momentum Layers : It uses gradient line coloring to show bullish or bearish momentum, histogram shading to highlight energy shifts, cross dots to mark valid crossovers, optional buy/sell diamonds for execution cues, and candle coloring to display trend strength at a glance. This layered structure ensures you always know whether momentum is strengthening, fading, or transitioning. Interpretation You get a clean, structural understanding of VWAP-based momentum: Bullish Phases : MACD > Signal, histogram expands, candles turn bullish, and crossovers occur above the threshold. Bearish Phases : MACD < Signal, histogram drives lower, candles shift bearish, and downward crossovers trigger below the threshold. Neutral/Compression : Both lines remain near the zero boundary, histogram flattens, and signals are suppressed to avoid noise. This creates a more disciplined version of MACD momentum reading - less noise, more conviction, and better alignment with liquidity. Strategy Integration Trend Continuation : Use VWAP-MACD crossovers that occur far from the zero line as higher-conviction entries. Zero-Line Rejection : Watch for histogram contractions near zero to anticipate flattening momentum and potential reversal setups. Session/Week/Month Anchors : Session anchor works best for intraday flows. Weekly or monthly anchor structures create cleaner macro momentum reads for swing trading. Signal-Only Execution : Optional buy/sell diamonds give you direct points to trigger trades without overanalyzing the chart. This indicator slots cleanly into any momentum-following system and offers higher signal quality than classic MACD variants due to the volume-weighted core. Technical Implementation Details VWAP Reset Logic : Session (D), Week (W), or Month (M) Dynamic Fast/Slow VWAP EMAs : Fully configurable lengths, smoothing and anchor settings MACD/Signal Line Framework : Traditional structure with volume-anchored input Zero-Line Filtering : Adjustable threshold for structural confirmation Dual Visualization Layers : MACD body + histogram + crosses + candle coloring Optimized Performance : Lightweight, fast rendering across all timeframes Optimal Application Parameters Timeframes: 1- 15 min : Short-term momentum scalping and rapid trend shifts 30- 240 min : Balanced momentum mapping with clear structural filtering Daily : Macro VWAP regime identification Suggested Configuration: Fast Length : 12 Slow Length : 26 Signal Length : 9 Zero Threshold : 200 - 500 depending on asset range These suggested parameters should be used as a baseline; their effectiveness depends on the asset volatility, liquidity, and preferred entry frequency, so fine-tuning is expected for optimal performance. Performance Characteristics High Effectiveness: Assets with strong intraday or session-based volume cycles Markets where volume-weighted momentum leads price swings Trend environments with strong acceleration Reduced Effectiveness: Ultra-choppy markets hugging the VWAP axis Sessions with abnormally low volume Ranges where MACD naturally compresses Disclaimer The VWAP-Anchored MACD is a structural momentum tool designed to enhance directional clarity - not a guaranteed predictor. Performance depends on market regime, volatility, and disciplined execution. Use it alongside broader trend, volume, and structural analysis for optimal results.
Pine Script®指標
由BOSWaves提供
20
FTPM - Institutional Trend Pressure Suite @darshaksscThis indicator provides an informational view of market trend pressure using fractal-based momentum events, smoothed pressure calculations, higher timeframe confirmation, and divergence analysis. It does not produce buy or sell signals. Instead, it presents market context to help traders interpret trend conditions in a structured and data-driven way. The indicator includes the following components: 1). Non-repainting Trend Pressure Engine The pressure line is derived from confirmed fractal events, body-to-range ratios, displacement strength, and a controlled decay factor. The value is normalized to a 0 to 100 scale. A rising pressure value suggests increasing trend strength, while a declining value indicates weakening strength. This is informational only. 2). Pressure Shifts The tool highlights transitions where pressure crosses above or below key thresholds. These labels do not represent entries or exits, but simply indicate contextual changes in momentum. 3). Higher Timeframe Pressure Confirmation Users can compare current timeframe pressure to a selected higher timeframe. When both pressures align in similar regions, it may indicate agreement in broader market structure. This feature is informational only and does not generate trading signals. 4). Divergence Detection Identifies confirmed bullish or bearish divergences between price pivots and pressure pivots. Divergences are simply analytical tools and should not be interpreted as actionable trading signals. 5). Institutional Dashboard A multi-line dashboard summarizes current pressure, regime classification, higher timeframe regime, pressure direction, divergence status, and alignment conditions. The dashboard is informational only. No part of the dashboard should be interpreted as a trade instruction. 6). Dashboard Size Selector Users may switch between Full, Medium, or Thin dashboard layouts to match their screen preferences. This affects only display, not indicator logic. Important Notes This indicator does not forecast future price movement. It does not generate buy, sell, long, or short signals. It does not guarantee profitable outcomes. It is intended purely for visual analysis and market context. All information is derived from confirmed historical data. No part of this script is designed to automate trading decisions. This tool is suitable for traders who want a clear, non-repainting visualization of pressure conditions and structural behavior without violating TradingView House Rules. ====================================================================== HOW TO USE The indicator helps traders observe whether pressure is increasing or decreasing, whether higher timeframe conditions agree with the current chart, and whether divergences are present. All outputs are informational and should be combined with the user's preferred strategy or manual analysis. The indicator is not intended to signal trades or provide recommendations. ====================================================================== DISCLAIMERS This indicator is for educational and informational purposes only. It does not constitute financial advice. It does not provide buy, sell, long, or short signals. It does not predict future price movement. Past performance does not guarantee future results. ======================================================================
Pine Script®指標
由darshakssc提供
KENW Liq Sweep 17This indicator is designed to alert on potential liquidity sweep events: - In uptrends, it tracks Sell-Side Liquidity (SSL) by marking swing lows that occur during negative MACD histogram periods. It generates a long entry alert when price makes a lower low in SSL (i.e., the most recent SSL level is below the prior one), suggesting a sweep of sell-side liquidity before a potential bullish continuation. - In downtrends, it tracks Buy-Side Liquidity (BSL) by marking swing highs that occur during positive MACD histogram periods. It generates a short entry alert when price makes a higher high in BSL (i.e., the most recent BSL level is above the prior one), indicating a sweep of buy-side liquidity before a potential bearish continuation.
Pine Script®指標
由KENWWW提供
MACD_RDMACD_RD - Moving Average Convergence Divergence (Ryan DeBraal) This indicator plots a standard MACD along with a color-adaptive histogram and integrated momentum-shift alerts. It preserves the normal MACD structure while improving visual clarity and signal recognition. FEATURES ----------------------------------------------------------------------------- • Standard MACD Calculation - Fast MA (12 by default) - Slow MA (26) - Signal line (9) - Choice between SMA/EMA for both MACD and Signal smoothing • Color-Changing Histogram - Green shades for positive momentum - Red shades for negative momentum - Lighter/darker tones depending on whether momentum is increasing or fading - 50% opacity for improved readability • Crossover-Based MACD Line Coloring - MACD line turns green on bullish cross (MACD > Signal) - MACD line turns red on bearish cross (MACD < Signal) - Default blue when no crossover occurs • Momentum-Shift Alerts - Alerts when histogram flips direction PURPOSE ----------------------------------------------------------------------------- This MACD version emphasizes momentum shifts and trend transitions by highlighting subtle histogram changes and providing clean crossover visuals. Ideal for: • Identifying early momentum reversals • Filtering breakout/trend setups • Confirming trend continuation vs exhaustion
Pine Script®指標
由ryandebraal提供
MACD Momentum Structure & Volume Profile Sniper [MTF]**Description and Methodology** This script offers a unique approach to Market Structure by moving away from traditional fractal-based highs and lows (which can be noisy). Instead, it utilizes **MACD Momentum Swings** to identify significant structural points, combined with an automated Fixed Range Volume Profile to pinpoint high-probability entry zones. **1. Why MACD Structure? (The Core Concept)** Traditional "ZigZag" or Fractal indicators rely solely on price action, often leading to fake-outs during low-volume consolidation. * This script defines a "Swing High" only when the MACD Histogram crosses below zero (Momentum shifts Bearish). * This script defines a "Swing Low" only when MACD crosses above zero (Momentum shifts Bullish). By linking structure to momentum, we filter out weak price movements and focus on the true "heartbeat" of the trend. **2. The "Mashup" Synergy: Structure + Volume + Logic** This is not a random combination of indicators. Each component serves a specific step in the trading execution sequence: * **Step 1 (Structure):** The script identifies a Change of Character (CHoCH) based on the MACD peaks described above. * **Step 2 (Liquidity/Value):** When a CHoCH occurs, the script *automatically* draws a **Fixed Range Volume Profile (FRVP)** specifically covering the impulse leg that caused the break. This reveals the "Point of Control" (POC)—the hidden price level where the most volume occurred during the move. * **Step 3 (The Sniper Entry):** The script creates a "Zone" around that POC. It then waits for Price to retrace into this zone. * **Step 4 (Confirmation):** Once the zone is touched, the script monitors a lower timeframe (User selectable, default M1) for a fresh MACD crossover to trigger the final entry signal. **Features** * **Multi-Timeframe Dashboard:** Monitor the MACD Trend direction across 4 different timeframes simultaneously. * **Dynamic Trendlines:** Automatically connects confirmed MACD peaks to visualize trend integrity. * **Fibo Time Zones:** Projects potential future pivot points based on the duration of the previous swing. * **Alert System:** Integrated alerts for Zone Touches and "Sniper" entries (Zone Touch + LTF Momentum Confirmation). **How to Use** 1. **Identify Trend:** Look for the CHoCH labels. Green indicates a shift to Bullish, Red to Bearish. 2. **Wait for Pullback:** Do not chase the break. Wait for price to return to the Yellow POC Zone generated by the Volume Profile. 3. **Entry Trigger:** Watch for the "BUY" or "SELL" marks. These appear only when price hits the zone AND the lower-timeframe momentum aligns with the trade direction. **Settings & Inputs** * **Global MACD:** Adjust the sensitivity of the swing detection (Default 12, 26, 9). * **Sniper Entry:** Select the timeframe used for the final confirmation (e.g., use M1 confirmation for an H1 chart structure). * **VP Settings:** Customize how the Volume Profile looks on the chart. *Disclaimer: This script is intended for educational purposes and market analysis. It does not provide financial advice.*
Pine Script®指標
由Csmile_提供
6
MACD Forecast Colorful [DiFlip]MACD Forecast Colorful The Future of Predictive MACD — is one of the most advanced and customizable MACD indicators ever published on TradingView. Built on the classic MACD foundation, this upgraded version integrates statistical forecasting through linear regression to anticipate future movements — not just react to the past. With a total of 22 fully configurable long and short entry conditions, visual enhancements, and full automation support, this indicator is designed for serious traders seeking an analytical edge. ⯁ Real-Time MACD Forecasting For the first time, a public MACD script combines the classic structure of MACD with predictive analytics powered by linear regression. Instead of simply responding to current values, this tool projects the MACD line, signal line, and histogram n bars into the future, allowing you to trade with foresight rather than hindsight. ⯁ Fully Customizable This indicator is built for flexibility. It includes 22 entry conditions, all of which are fully configurable. Each condition can be turned on/off, chained using AND/OR logic, and adapted to your trading model. Whether you're building a rules-based quant system, automating alerts, or refining discretionary signals, MACD Forecast Colorful gives you full control over how signals are generated, displayed, and triggered. ⯁ With MACD Forecast Colorful, you can: • Detect MACD crossovers before they happen. • Anticipate trend reversals with greater precision. • React earlier than traditional indicators. • Gain a powerful edge in both discretionary and automated strategies. • This isn’t just smarter MACD — it’s predictive momentum intelligence. ⯁ Scientifically Powered by Linear Regression MACD Forecast Colorful is the first public MACD indicator to apply least-squares predictive modeling to MACD behavior — effectively introducing machine learning logic into a time-tested tool. It uses statistical regression to analyze historical behavior of the MACD and project future trajectories. The result is a forward-shifted MACD forecast that can detect upcoming crossovers and divergences before they appear on the chart. ⯁ Linear Regression: Technical Foundation Linear regression is a statistical method that models the relationship between a dependent variable (y) and one or more independent variables (x). The basic formula for simple linear regression is: y = β₀ + β₁x + ε Where: y  = predicted variable (e.g., future MACD value) x  = independent variable (e.g., bar index) β₀ = intercept β₁ = slope ε   = random error (residual) The regression model calculates β₀ and β₁ using the least squares method, minimizing the sum of squared prediction errors to produce the best-fit line through historical values. This line is then extended forward, generating a forecast based on recent price momentum. ⯁ Least Squares Estimation The regression coefficients are computed with the following formulas: β₁ = Σ((xᵢ - x̄)(yᵢ - ȳ)) / Σ((xᵢ - x̄)²) β₀ = ȳ - β₁x̄ Where: Σ denotes summation; x̄ and ȳ are the means of x and y; and i ranges from 1 to n (number of observations). These equations produce the best linear unbiased estimator under the Gauss–Markov assumptions — constant variance (homoscedasticity) and a linear relationship between variables. ⯁ Regression in Machine Learning Linear regression is a foundational model in supervised learning. Its ability to provide precise, explainable, and fast forecasts makes it critical in AI systems and quantitative analysis. Applying linear regression to MACD forecasting is the equivalent of injecting artificial intelligence into one of the most widely used momentum tools in trading. ⯁ Visual Interpretation Picture the MACD values over time like this: Time  → MACD → A regression line is fitted to recent MACD values, then projected forward n periods. The result is a predictive trajectory that can cross over the real MACD or signal line — offering an early-warning system for trend shifts and momentum changes. The indicator plots both current MACD and forecasted MACD, allowing you to visually compare short-term future behavior against historical movement. ⯁ Scientific Concepts Used Linear Regression: models the relationship between variables using a straight line. Least Squares Method: minimizes squared prediction errors for best-fit. Time-Series Forecasting: projects future data based on past patterns. Supervised Learning: predictive modeling using labeled inputs. Statistical Smoothing: filters noise to highlight trends. ⯁ Why This Indicator Is Revolutionary First open-source MACD with real-time predictive modeling. Scientifically grounded with linear regression logic. Automatable through TradingView alerts and bots. Smart signal generation using forecasted crossovers. Highly customizable with 22 buy/sell conditions. Enhanced visuals with background (bgcolor) and area fill (fill) support. This isn’t just an update — it’s the next evolution of MACD forecasting. ⯁ Example of simple linear regression with one independent variable This example demonstrates how a basic linear regression works when there is only one independent variable influencing the dependent variable. This type of model is used to identify a direct relationship between two variables. ⯁ In linear regression, observations (red) are considered the result of random deviations (green) from an underlying relationship (blue) between a dependent variable (y) and an independent variable (x) This concept illustrates that sampled data points rarely align perfectly with the true trend line. Instead, each observed point represents the combination of the true underlying relationship and a random error component. ⯁ Visualizing heteroscedasticity in a scatterplot with 100 random fitted values using Matlab Heteroscedasticity occurs when the variance of the errors is not constant across the range of fitted values. This visualization highlights how the spread of data can change unpredictably, which is an important factor in evaluating the validity of regression models. ⯁ The datasets in Anscombe’s quartet were designed to have nearly the same linear regression line (as well as nearly identical means, standard deviations, and correlations) but look very different when plotted This classic example shows that summary statistics alone can be misleading. Even with identical numerical metrics, the datasets display completely different patterns, emphasizing the importance of visual inspection when interpreting a model. ⯁ Result of fitting a set of data points with a quadratic function This example illustrates how a second-degree polynomial model can better fit certain datasets that do not follow a linear trend. The resulting curve reflects the true shape of the data more accurately than a straight line. ⯁ What is the MACD? The Moving Average Convergence Divergence (MACD) is a technical analysis indicator developed by Gerald Appel. It measures the relationship between two moving averages of a security’s price to identify changes in momentum, direction, and strength of a trend. The MACD is composed of three components: the MACD line, the signal line, and the histogram. ⯁ How to use the MACD? The MACD is calculated by subtracting the 26-period Exponential Moving Average (EMA) from the 12-period EMA. A 9-period EMA of the MACD line, called the signal line, is then plotted on top of the MACD line. The MACD histogram represents the difference between the MACD line and the signal line. Here are the primary signals generated by the MACD: • Bullish Crossover: When the MACD line crosses above the signal line, indicating a potential buy signal. • Bearish Crossover: When the MACD line crosses below the signal line, indicating a potential sell signal. • Divergence: When the price of the security diverges from the MACD, suggesting a potential reversal. • Overbought/Oversold Conditions: Indicated by the MACD line moving far away from the signal line, though this is less common than in oscillators like the RSI. ⯁ How to use MACD forecast? The MACD Forecast is built on the same foundation as the classic MACD, but with predictive capabilities. Step 1 — Spot Predicted Crossovers: Watch for forecasted bullish or bearish crossovers. These signals anticipate when the MACD line will cross the signal line in the future, letting you prepare trades before the move. Step 2 — Confirm with Histogram Projection: Use the projected histogram to validate momentum direction. A rising histogram signals strengthening bullish momentum, while a falling projection points to weakening or bearish conditions. Step 3 — Combine with Multi-Timeframe Analysis: Use forecasts across multiple timeframes to confirm signal strength (e.g., a 1h forecast aligned with a 4h forecast). Step 4 — Set Entry Conditions & Automation: Customize your buy/sell rules with the 20 forecast-based conditions and enable automation for bots or alerts. Step 5 — Trade Ahead of the Market: By preparing for future momentum shifts instead of reacting to the past, you’ll always stay one step ahead of lagging traders. 📈 BUY 🍟 Signal Validity: The signal will remain valid for X bars. 🍟 Signal Sequence: Configurable as AND or OR. 🍟 MACD > Signal Smoothing 🍟 MACD < Signal Smoothing 🍟 Histogram > 0 🍟 Histogram < 0 🍟 Histogram Positive 🍟 Histogram Negative 🍟 MACD > 0 🍟 MACD < 0 🍟 Signal > 0 🍟 Signal < 0 🍟 MACD > Histogram 🍟 MACD < Histogram 🍟 Signal > Histogram 🍟 Signal < Histogram 🍟 MACD (Crossover) Signal 🍟 MACD (Crossunder) Signal 🍟 MACD (Crossover) 0 🍟 MACD (Crossunder) 0 🍟 Signal (Crossover) 0 🍟 Signal (Crossunder) 0 🔮 MACD (Crossover) Signal Forecast 🔮 MACD (Crossunder) Signal Forecast 📉 SELL 🍟 Signal Validity: The signal will remain valid for X bars. 🍟 Signal Sequence: Configurable as AND or OR. 🍟 MACD > Signal Smoothing 🍟 MACD < Signal Smoothing 🍟 Histogram > 0 🍟 Histogram < 0 🍟 Histogram Positive 🍟 Histogram Negative 🍟 MACD > 0 🍟 MACD < 0 🍟 Signal > 0 🍟 Signal < 0 🍟 MACD > Histogram 🍟 MACD < Histogram 🍟 Signal > Histogram 🍟 Signal < Histogram 🍟 MACD (Crossover) Signal 🍟 MACD (Crossunder) Signal 🍟 MACD (Crossover) 0 🍟 MACD (Crossunder) 0 🍟 Signal (Crossover) 0 🍟 Signal (Crossunder) 0 🔮 MACD (Crossover) Signal Forecast 🔮 MACD (Crossunder) Signal Forecast 🤖 Automation All BUY and SELL conditions can be automated using TradingView alerts. Every configurable condition can trigger alerts suitable for fully automated or semi-automated strategies. ⯁ Unique Features Linear Regression: (Forecast) Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Table of Conditions: BUY/SELL Conditions Label: BUY/SELL Plot Labels in the graph above: BUY/SELL Automate & Monitor Signals/Alerts: BUY/SELL Background Colors: "bgcolor" Background Colors: "fill" Linear Regression (Forecast) Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Table of Conditions: BUY/SELL Conditions Label: BUY/SELL Plot Labels in the graph above: BUY/SELL Automate & Monitor Signals/Alerts: BUY/SELL Background Colors: "bgcolor" Background Colors: "fill"
Pine Script®指標
由DiFlip提供
2
REMS - Deep SynergyThis is a more flexible version of the REMS Synergy indicator. Like other indicators in the REMS family, it builds upon the foundations assessing the relationships between RSI, EMAs, MACDs, and Stochastic RSI across multiple timeframes. Designed to help traders identify less frequent, but high probability entries across 2 time frames. Uses 3 levels of confluence indicators for both long and short moves. Features 3 levels of confluence across 2 timeframes. All 3 levels allow filtering of any combination of REMS filters. Features more options and customization than previous REMS Synergy. Includes VWAP and 4 EMAs as optional visual representations. Includes 'Enhanced Candles' than can colour code candlesticks for better visual identification. (off by default) Originally designed with 5 minute and 2 minute timeframes in mind, and pairs well with REMS First Strike and/or REMS Snap Shot indicators. This version features no hard-coded inputs and allows for more freedom than previous version. With the added flexibility comes the ability for the indicator to be more easily stacked.
Pine Script®指標
由KodiakMarket提供
Renko ScalperWhat it is- A lightweight Renko Scalper that combines Renko brick direction with an internal EMA trend filter and MACD confirmation to signal high-probability short-term entries. EMAs are used internally (hidden from the chart) so the visual remains uncluttered. Signals- Buy arrow: Renko direction turns bullish AND EMA trend up AND MACD histogram positive. Sell arrow: Renko direction turns bearish AND EMA trend down AND MACD histogram negative. Consecutive same-direction signals are suppressed (only one arrow per direction until opposite signal). Visuals- Buy / Sell arrows (large) above/below bars. Chart background tints green/red after the respective signal for easy glance recognition. Inputs:- Renko Box Size (points) EMA Fast / EMA Slow MACD fast/slow/signal lengths How to use- Add to chart Use smaller Renko box sizes for scalping, larger for swing-like entries. Confirm signal with price action and volume—this indicator is a signal generator, not a full automated system. Use alerts (built in) to receive Buy / Sell arrow notifications. Alerts- Buy Arrow — buySignal Sell Arrow — sellSignal Buy Background / Sell Background — background-color state alerts Recommended settings- Timeframes: 1m–15m for scalping, 5m for balanced intraday. Symbols: liquid futures/currency pairs/major crypto. Disclaimer This script is educational and not financial advice. Backtest and forward test on a demo account before live use. Past performance is not indicative of future results. Use proper risk management.
Pine Script®指標
由ChandraBose2002提供
1
Smart MACD Divergence ScannerOriginal Base Indicator: "CM_MacD_Ult_MTF" by ChrisMoody This indicator builds upon ChrisMoody's excellent multi-timeframe MACD foundation and transforms it into a professional divergence scanner with advanced quality assessment and filtering capabilities. The original MACD visualization and MTF functionality have been preserved while adding completely new divergence detection, scoring, and filtering systems. 🎯 What Makes This Indicator Unique: Smart MACD Divergence Scanner is a professional tool for detecting MACD-based divergences with an advanced filtering system and signal quality assessment. Unlike standard divergence indicators, this version includes innovative features: Adaptive Quality Scoring System — each signal receives a score from 0 to 100 based on multiple factors Volatility Filter — automatic signal suppression during low market volatility periods Multi-Timeframe Confirmation — divergence verification on higher timeframe for increased reliability Divergence Strength Analysis — calculation of percentage difference between price and indicator movement Information Dashboard — detailed real-time signal statistics Cooldown System — prevention of multiple consecutive signals 💡 How It Works: The indicator uses the classic divergence concept — the divergence between price movement and the MACD oscillator. However, instead of simple pivot detection, the algorithm: Scans the market for local extremes (pivots) on price and MACD histogram Searches for divergences — when price updates low/high while MACD shows opposite movement Assesses quality — analyzes divergence strength, volatility, higher timeframe confirmation Filters noise — eliminates weak signals through threshold system and cooldown Generates signal — only when all quality criteria are met 🔧 Key Parameters: MACD Settings: Fast Length (12), Slow Length (26), Signal Length (9) Divergence Detection: Pivot Lookback (5), Max Lookback Range (60), Min Divergence Strength (15%) Quality Filters: Min Quality Score (60), Volatility Filter, MTF Confirmation, Signal Cooldown (5) 📊 How to Use: Add indicator to chart — it will automatically start scanning Configure filters — start with default settings, then adapt to your trading style Watch for signals: 🟢 Green "BUY" label = bullish divergence, 🔴 Red "SELL" label = bearish divergence Check quality score on labels (Q: XX) Use information panel to monitor statistics and current market conditions ⚙️ Settings Guide: For swing trading (4H-Daily): Increase Pivot Lookback to 7-10, set Min Quality Score to 70+ For day trading (15m-1H): Keep default settings, enable all filters For scalping (1m-5m): Decrease Min Quality Score to 50, disable MTF Confirmation For volatile markets (crypto): Increase Min Divergence Strength to 20-25%, enable Volatility Filter ⚠️ Important Notes: Divergences are probabilistic signals, not guaranteed reversals Use additional confirmation (support/resistance levels, volume, price action) Adjust parameters for specific asset and timeframe Signals appear with Pivot Lookback bars delay (retrospective confirmation) On volatile markets, increase Min Quality Score to reduce false signals
Pine Script®指標
由Smart-Day-Trader提供