지금 시작

지수 이동 평균 (EMA)

EMA + RSI Autotrade Webhook - VarunOverview The EMA + RSI Autotrade Webhook is a powerful trend-following indicator designed for automated crypto futures trading. This indicator combines the reliability of Exponential Moving Average (EMA) crossovers with RSI momentum filtering to generate high-probability buy and sell signals optimized for webhook integration with crypto exchanges like Delta Exchange, Binance Futures, and Bybit.Key Features Simple & Effective: Uses proven EMA 9/21 crossover strategy RSI Momentum Filter: Eliminates low-probability trades in ranging markets Webhook Ready: Two clean alerts (LONG Entry, SHORT Entry) for seamless automation Exchange Compatible: Works with Delta Exchange, 3Commas, Alertatron, and other webhook platforms Zero Lag Signals: Real-time alerts on crossover confirmation Visual Clarity: Clean chart markers for easy signal identification How It Works Entry Signals: LONG Entry: Triggers when EMA 9 crosses above EMA 21 AND RSI is above 52 (bullish momentum confirmed) SHORT Entry: Triggers when EMA 9 crosses under EMA 21 AND RSI is below 48 (bearish momentum confirmed) Technical Components: Fast EMA: 9-period (tracks short-term price action) Slow EMA: 21-period (identifies primary trend) RSI: 14-period (confirms momentum strength) RSI Long Threshold: 52 (filters weak bullish signals) RSI Short Threshold: 48 (filters weak bearish signals) Best Use Cases Crypto Futures Trading: Bitcoin, Ethereum, Altcoin perpetual contracts Automated Trading Bots: Integration with Delta Exchange webhooks, TradingView alerts Timeframes: Optimized for 15-minute charts (works on 5min-1H) Markets: Trending crypto markets with clear directional moves Risk Management: Best used with 1-2% stop loss per trade (managed externally) Webhook Automation Setup Add indicator to your TradingView chart Create alerts for "LONG Entry" and "SHORT Entry" Configure webhook URL from your exchange (Delta Exchange, Binance, etc.) Use alert message: Entry LONG {{ticker}} @ {{close}} or Entry SHORT {{ticker}} @ {{close}} Exchange automatically reverses positions on opposite signals Advantages ✅ No manual trading required - fully automated ✅ Eliminates emotional trading decisions ✅ Catches trending moves early with EMA crossovers ✅ RSI filter reduces whipsaws in choppy markets ✅ Works 24/7 without monitoring ✅ Simple two-alert system (easy to manage) ✅ Compatible with multiple exchanges via webhooksStrategy Philosophy This indicator follows a trend-following with momentum confirmation approach. By waiting for both EMA crossover AND RSI confirmation, it ensures you're entering trades with genuine momentum behind them, not just random price noise. The tight RSI thresholds (52/48) keep you aligned with the prevailing trend.Recommended Settings Timeframe: 15-minute (primary), 5-minute (scalping), 1-hour (swing) Markets: BTC/USDT, ETH/USDT, high-liquidity altcoin perpetuals Position Sizing: 100% capital per signal (exchange manages reversals) Stop Loss: 2% (managed via exchange or external bot) Leverage: 1-2x for conservative approach, up to 5x for aggressive Important Notes ⚠️ This indicator generates entry signals only - position reversals are handled automatically by your exchange ⚠️ Always backtest on historical data before live trading ⚠️ Use proper risk management and position sizing ⚠️ Best performance in trending markets; may generate false signals in tight ranges ⚠️ Requires TradingView Premium or higher for webhook functionalityTags cryptocurrency futures automated-trading ema-crossover rsi webhook delta-exchange tradingview-alerts trend-following momentum bitcoin ethereum crypto-bot algo-trading 15-minute-strategy
Pine Script® 인디케이터
varuns_back의
Moving Average ProjectionDisplays 2-5 moving averages (solid lines) and projects their future trajectory (dashed lines) based on current trend momentum. This helps you anticipate where key MAs are heading and identify potential future support/resistance levels. Important: Projections show where MAs would move IF the current trend continues—they're not predictions. Market conditions change, so use projections as planning tools, not trading signals. General Settings Number of MAs (2-5) controls how many moving averages display on your chart. Start with 2-3 to avoid clutter. Projection Bars (1-100) determines how far into the future to project—use 10-20 for intraday charts and 20-40 for daily charts. Lookback for Slope (2-100) sets the number of bars used to calculate trend slope, where shorter lookbacks are more responsive and longer ones are smoother. The default of 20 works well for most situations. Individual MA Settings (MA 1-5) Each MA has four settings: Length sets the period for the MA (common values are 9, 20, 50, 100, and 200), Type lets you choose between SMA, EMA, WMA, HMA, VWMA, or RMA (EMA is most popular), Color sets the historical MA line color, and Projection Color sets the projected line color (usually a lighter or transparent version of the main color). MA Types Quick Reference: EMA is most popular and responsive to recent prices. SMA gives equal weight to all periods and is the smoothest. HMA is very responsive with low lag. VWMA incorporates volume data. Quick Setup Examples Day Trading: 3 MAs (9/21/50 EMA), 10-15 projection bars, 10-15 lookback Swing Trading: 2 MAs (50/200 EMA), 20-30 projection bars, 20 lookback Scalping: 2 MAs (9/20 EMA), 5-10 projection bars, 5-10 lookback How to Use Trend Identification: An uptrend shows price above rising MAs with projections pointing up. A downtrend shows price below falling MAs with projections pointing down. Consolidation appears as flat MAs with horizontal projections. Support & Resistance: Rising MA projections act as future dynamic support levels, while falling MA projections act as future dynamic resistance levels. Anticipating Changes: Watch for projected MA crossovers before they happen. When projections converge, expect volatility or consolidation. Steep projections suggest unsustainable trends, so be cautious. Flat projections indicate ranging markets. Trade Planning: Check the current trend using MA alignment, then look at projections to gauge trend continuation likelihood. Use projected MA levels for potential targets or stop placement. Important Tips When Projections Work Best: Projections are most reliable in stable trending markets with consistent momentum, low volatility environments, and away from major news events. When to Be Cautious: Use caution during high volatility or choppy price action, around major economic releases, when projections show extreme or parabolic angles, and during trend transitions. Combine With Other Analysis: Don't trade projections alone. Use them alongside price action, volume, support and resistance levels, and other indicators for confirmation. Best Practices Start with 2-3 MAs to avoid chart clutter. Match your projection and lookback bars to your trading timeframe. Use consistent color schemes for quick interpretation. Adjust settings as market conditions change. Always use proper risk management—projections are planning tools, not guarantees. Troubleshooting Projections not showing: Check that Projection Bars > 0 and you're viewing the most recent bar Chart too cluttered: Reduce number of MAs or increase projection color transparency Projections too volatile: Increase lookback bars or switch to EMA/SMA from HMA Can't see certain MAs: Verify "Number of MAs" setting includes them (MA 3 won't show if set to 2)
Pine Script® 인디케이터
LeafAlgo의
EMA 20/50/100/200 Trader IkkaEMA 20/50/100/200 📊 + Crossover Alerts 🔔 Trader Ikka This indicator plots four key Exponential Moving Averages (EMA 20, 50, 100, and 200) to help identify trends. It also detects and marks bullish 🟢 and bearish 🔴 crossovers between the EMA 20 and EMA 50, signaling potential trend reversals or continuations. ✨ Features: 📊 Plots EMA 20, 50, 100, and 200 with color-coded lines 🟢🔴 Highlights bullish and bearish crossovers between EMA 20 & EMA 50 🔔 Built-in alert conditions for automated notifications ⚡ Useful for identifying momentum shifts and entry/exit zones
Pine Script® 인디케이터
LunaPhoenix6241의
1
Analog Flow [KedArc Quant]Overview AnalogFlow is an advanced analogue based market projection engine that reconstructs future price tendencies by matching current price behavior to historical analogues in the same instrument. Instead of using traditional indicators such as moving averages, RSI, or regression, AnalogFlow applies pattern vector similarity analysis - a data driven technique that identifies historically similar sequences and aggregates their subsequent movements into a smooth, forward looking curve. Think of it as a market memory system: If the current pattern looks like one we have seen before, how did price move afterward? Why AnalogFlow Is Unique 1. Pattern centric - it does not rely on any standard indicator formula; it directly analyzes price movement vectors. 2. Adaptive - it learns from the same instrument's past behavior, making it self calibrating to volatility and regime shifts. 3. Non repainting - the projection is generated on the latest completed bar and remains fixed until new data is available. 4. Noise resistant - the EMA Blend engine smooths the projected trajectory, reducing random variance between analogues. Inputs and Configuration Pattern Bars Number of bars in the reference pattern window: 40 Projection Bars Number of bars forward to project: 30 Search Depth Number of bars back to look for matching analogues: 600 Distance Metric Comparison method: Euclidean, Manhattan, or Cosine (default Euclidean) Matches Number of top analogues to blend (1-5): Top 3 Build Mode Projection type: Cumulative, MeanStep, or EMA Blend (default EMA Blend) EMA Blend Length Smoothness of the projected path: 15 Normalize Pattern Enable Z score normalization for shape matching: true Dissimilarity Mode If true, finds inverse analogues for mean reversion analysis: false Line Color and Width Style settings for projection curve: Blue, width 2 How It Works with Past Data 1. The system builds a memory bank of patterns from the last N bars based on the scanDepth value. 2. It compares the latest Pattern Bars segment to each historical segment. 3. It selects the Top K most similar or dissimilar analogues. 4. For each analogue, it retrieves what happened after that pattern historically. 5. It averages or smooths those forward moves into a single composite forecast curve. 6. The forecast (blue line) is drawn ahead of the current candle using line.new with no repainting. Output Explained Blue Path The weighted mean future trajectory based on historical analogues. Smoother when EMA Blend mode is enabled. Flat Section Indicates low directional consensus or equilibrium across analogues. Upward or Downward Slope Represents historical tendency toward continuation or reversal following similar conditions. Recommended Timeframes Scalping / Short Term 1m - 5m : Short winLen (20-30), small ahead (10-15) Swing Trading 15m - 1h : Balanced settings (winLen 40-60, ahead 20-30) Positional / Multi Day 4h - 1D : Large windows (winLen 80-120, ahead 30-50) Instrument Compatibility Works seamlessly on: Stocks and ETFs Indices Cryptocurrency Commodities (Gold, Crude, etc.) Futures and F&O (both intraday and positional) Forex No symbol specific calibration needed. It self adapts to volatility. How Traders Can Use It Forecast Context Identify likely short term price path or drift direction. Reversal Detection Flip seekOpp to true for mean reversion pattern analysis. Scenario Comparison Observe whether the current regime tends to continue or stall. Momentum Confirmation Combine with trend tools such as EMA or MACD for directional bias. Backtesting Support Compare projected path versus realized price to evaluate reliability. FAQ Q1. Does AnalogFlow repaint? No. It calculates only once per completed bar and projects forward. The future path remains static until a new bar closes. Q2. Is it a neural network or AI model? Not in the machine learning sense. It is a deterministic analogue matching engine using statistical distance metrics. Q3. Why does the projection sometimes flatten? That means similar historical setups had no clear consensus in direction (neutral expectation). Q4. Can I use it for live trading signals? AnalogFlow is not a signal generator. It provides probabilistic context for upcoming movement. Q5. Does higher scanDepth improve accuracy? Up to a point. More depth gives more analogues, but too much can dilute recency. Try 400 to 800. Glossary Analogue A past pattern similar to the current price behavior. Distance Metric Mathematical formula for pattern similarity. Step Vector Difference between consecutive closing prices. EMA Blend Exponential smoothing of the projected path. Cumulative Mode Adds sequential historical deltas directly. Z Score Normalization Rescaling to mean 0 and variance 1 for shape comparison. Summary AnalogFlow converts the market's historical echoes into a structured, statistically weighted forward projection. It gives traders a contextual roadmap, not a signal, showing how similar past setups evolved and allowing better informed entries, exits, and scenario planning across all asset classes. Disclaimer This script is provided for educational purposes only. Past performance does not guarantee future results. Trading involves risk, and users should exercise caution and proper risk management when applying this strategy.
Pine Script® 인디케이터
kedarcquant의
ATR SL/TP Precision Zones (Dots)ATR SL/TP Precision Zones (Dots) is a volatility-based tool designed to help traders set accurate Stop Loss and Take Profit levels based on real market volatility — not fixed pips or emotion. This indicator uses ATR (Average True Range) multiplied by 1.2 to calculate dynamic distance bands. Instead of drawing a ribbon or channel, it places simple dots above and below each candle: Upper Dot (Green) → Suggested Take Profit / Price Stretch Zone Lower Dot (Red) → Suggested Stop Loss Cushion / Support Expansion Zone Because ATR measures market volatility, these dots expand during high volatility and tighten during slow markets, helping traders avoid stop-loss hunts and premature exits. Why This Works Most traders lose because: They set SL too close → stopped out by noise They set TP too far → price never reaches it This tool calibrates those distances automatically based on real price movement behavior. ATR = volatility Volatility = market breathing room This indicator ensures your trade has room to breathe, increasing win consistency. Best Use Cases Scalping Swing trading Trend continuation entries Reversal confirmations with support/resistance Works on Crypto / Forex / Stocks / Futures
Pine Script® 인디케이터
DevanshRaii의
KD-NewAutoTrade for Future Trading - Heikin Ashi candles The KD-NewAutoTrade strategy is a dynamic trend-following indicator designed for scalping and swing trading across crypto, forex, and index futures. It combines the precision of EMA crossovers, RSI momentum, and ADX trend strength to deliver clear Buy/Sell signals with high reliability. 🔹 Core Logic EMA Fast & Slow Crossover – Identifies short-term and long-term trend shifts. RSI Confirmation – Filters out false signals by requiring RSI to cross custom Buy/Sell thresholds. ADX Filter – Ensures trades only trigger when market trend strength exceeds your chosen ADX minimum. 🔹 Key Features Visual Buy/Sell triangles directly on the chart. Customizable inputs for EMA, RSI, and ADX lengths. Works efficiently on all timeframes and all markets (Crypto, Indices, Stocks, Commodities). Optional background highlights for active trade zones. Alert conditions for both BUY and SELL setups – ready to use in automated strategies or alert bots. 🔹 Recommended Usage Use Heikin Ashi candles Works best on 1M - 5M timeframes. Combine with volume or higher-timeframe trend confirmation for stronger signals.
Pine Script® 인디케이터
krish16887의
CDC BACKTEST (MACD) FIX AMOUNT $200k per trade This strategy implements an Exponential Moving Average (EMA) Crossover System designed for backtesting and performance evaluation. EMA 12,26 (MACD) The trading logic is based on the crossover between two EMAs — a short-term EMA (12) and a long-term EMA (26) — which serves as a momentum-based signal for trend identification. Buy Condition: A long (buy) position is entered when the 12-period EMA crosses above the 26-period EMA, indicating a potential upward trend or bullish momentum. Sell Condition: A position is closed, or a short (sell) position is opened, when the 12-period EMA crosses below the 26-period EMA, signaling a potential downward trend or bearish momentum. Position Sizing: Each trade with a fixed position size of 200,000 USD (default), while the starting account balance is set at 400,000 (USD). Both the fixed trade amount and the initial balance are user-adjustable parameters, allowing flexibility for different risk preferences and portfolio sizes.
Pine Script™ 전략
domesorawit의
ALMA & EMA Ribbon by zdmreThis indicator combines a unique trend-following signal with a classic EMA ribbon to provide a clear view of the market trend. The main signal line is not based on a typical ATR. Instead, it uses an Arnaud Legoux Moving Average (ALMA) as its baseline and calculates support/resistance bands using Standard Deviation. This creates a responsive trend line that adapts well to volatility. This is paired with a simple EMA Ribbon to help confirm momentum. What It Does ALMA + SD Trend Line: This is the core of the indicator. It uses an ALMA as the baseline (instead of a simple MA) and Standard Deviation for the bands. This tends to be more responsive than many traditional trend-following indicators. Buy/Sell Signals: Simple "B" and "S" labels appear on your chart when the trend is calculated to have changed direction. EMA Ribbon: A standard Fast/Slow EMA ribbon is plotted to give you a secondary confirmation of momentum. The fill between the EMAs changes color (green for bull, red for bear). On-Screen Dashboard: A clean info panel in the corner shows you the current status of all components at a glance: Current Signal (Long/Short) Price vs. Trend Line (Above/Below) Trend Strength (%) EMA Trend (Bullish/Bearish) Momentum Fully Customizable: You can toggle every visual element on or off (the signals, the ribbon, the bar coloring, the dashboard) to keep your chart clean. Settings Trend Settings: Factor: This is the main setting. It's the Standard Deviation multiplier. A higher value makes the line less sensitive (fewer signals). A lower value makes it more sensitive (more signals). SD Length: The lookback for the Standard Deviation. ALMA Settings: ALMA Length, Sigma, Offset: Standard controls for the ALMA's smoothness and responsiveness. EMA Ribbon: Fast EMA & Slow EMA: Set the lengths for your ribbon. Visual Settings: Checkboxes to toggle all visual components (signals, ribbon, dashboard, etc.). You can set up alerts in TradingView for the following events: 🟢 Long Signal: Triggers on a new "B" (Buy) signal. 🔴 Short Signal: Triggers on a new "S" (Sell) signal. ⚠️ Price Crossed Trend: Triggers any time the price closes across the main trend line. #DYOR
Pine Script® 인디케이터
zdmre의
1
SA_EMA Combo + UT BotEMA Combo + UT Bot is an indicator designed to make it easier to track trend direction and momentum reversals on the same chart. The indicator combines multiple EMA lines (50/100/150/200) with a short- and medium-term EMA cloud. This cloud visually shows whether the market is in a bullish or bearish trend through color changes. In addition, it uses the UT Bot algorithm to generate buy and sell signals adapted to market volatility. These signals are triggered when the price crosses the ATR-based trailing stop level. Users can choose to use Heikin Ashi candles and adjust signal sensitivity via the Key Value parameter. This allows traders to follow overall trends and potential reversal zones using a single tool. Disclaimer: This indicator is for technical analysis purposes only and should not be considered financial advice. Developed for Future Alpha Club.
Pine Script® 인디케이터
Selcukaktas06의
2
EMA6 or SMA6 Touch AlertThis script monitors the market and notifies you whenever the price touches either the 6-period EMA or the 6-period SMA. It helps identify potential pullbacks, reaction points, or entry zones, as price interaction with these moving averages often signals short-term market shifts. What the script does: Calculates the EMA 6 and SMA 6 Detects if price touches either moving average within the candle Plots both lines on the chart for visibility Allows you to set alerts to receive automatic notifications Best suited for: Scalping Day Trading Pullback Entries Short-term trend reactions
Pine Script® 인디케이터
gihontt의
Better DEMAThe Better DEMA is a new tool designed to recreate the classical moving average DEMA, into a smoother, more reliable tool. Combining many methodologies, this script offers users a unique insight into market behavior. How does it work? First, to get a smoother signal, we need to calculate the Gaussian filter. A Gaussian filter is a smoothing filter that reduces noise and detail by averaging data with weights following a Gaussian (bell-shaped) curve. Now that we have the source, we will calculate the following: n2 = n/2 (half of the user defined length) a = 2/(1+n) ns Now that we have that out of the way, it is time to get into the core. Now we calculate 2 EMAs: slow EMA => EMA over n fast EMA => EMA over n2 period Rather then now doing this: DEMA = fast EMA * 2 - slow EMA I found this to be better: DEMA = slow EMA * (1-a) + fast EMA * a As a last touch I took a little something from the HMA, and used a EMA with period of √n to smooth the entire the thing. The Trend condition at base is the following (but feel free to FAFO with it): Long = dema > dema yesterday and dema < src Short = dema < dema yesterday and dema > src Methodology While the DEMA is an amazing tool used in many great indicators, it can be far too noisy. This made me test out many filters, out of which the Gaussian performed best. Then I tried out the non subtractive approach and that worked too, as it made it smoother. Compacting on all I learned and smoothing it bit by bit, I think I can say this is worth looking into :). Use cases: Following Trends => classic, effective :) Smoothing sources for other indicators => if done well enough, could be useful :) Easy trend visualization => Added extra options for that. Strategy development => Yes Another good thing is it does not a high lookback period, so it should be better and less overfit. That is all for today Gs, Have fun and enjoy!
Pine Script® 인디케이터
MisinkoMaster의
Zero Lag Trend Signals (MTF) [Quant Trading] V7Overview The Zero Lag Trend Signals (MTF) V7 is a comprehensive trend-following strategy that combines Zero Lag Exponential Moving Average (ZLEMA) with volatility-based bands to identify high-probability trade entries and exits. This strategy is designed to reduce lag inherent in traditional moving averages while incorporating dynamic risk management through ATR-based stops and multiple exit mechanisms. This is a longer term horizon strategy that takes limited trades. It is not a high frequency trading and therefore will also have limited data and not > 100 trades. How It Works Core Signal Generation: The strategy uses a Zero Lag EMA (ZLEMA) calculated by applying an EMA to price data that has been adjusted for lag: Calculate lag period: floor((length - 1) / 2) Apply lag correction: src + (src - src ) Calculate ZLEMA: EMA of lag-corrected price Volatility bands are created using the highest ATR over a lookback period multiplied by a band multiplier. These bands are added to and subtracted from the ZLEMA line to create upper and lower boundaries. Trend Detection: The strategy maintains a trend variable that switches between bullish (1) and bearish (-1): Long Signal: Triggers when price crosses above ZLEMA + volatility band Short Signal: Triggers when price crosses below ZLEMA - volatility band Optional ZLEMA Trend Confirmation: When enabled, this filter requires ZLEMA to show directional momentum before entry: Bullish Confirmation: ZLEMA must increase for 4 consecutive bars Bearish Confirmation: ZLEMA must decrease for 4 consecutive bars This additional filter helps avoid false signals in choppy or ranging markets. Risk Management Features: The strategy includes multiple stop-loss and take-profit mechanisms: Volatility-Based Stops: Default stop-loss is placed at ZLEMA ± volatility band ATR-Based Stops: Dynamic stop-loss calculated as entry price ± (ATR × multiplier) ATR Trailing Stop: Ratcheting stop-loss that follows price but never moves against position Risk-Reward Profit Target: Take-profit level set as a multiple of stop distance Break-Even Stop: Moves stop to entry price after reaching specified R:R ratio Trend-Based Exit: Closes position when price crosses EMA in opposite direction Performance Tracking: The strategy includes optional features for monitoring and analyzing trades: Floating Statistics Table: Displays key metrics including win rate, GOA (Gain on Account), net P&L, and max drawdown Trade Log Labels: Shows entry/exit prices, P&L, bars held, and exit reason for each closed trade CSV Export Fields: Outputs trade data for external analysis Default Strategy Settings Commission & Slippage: Commission: 0.1% per trade Slippage: 3 ticks Initial Capital: $1,000 Position Size: 100% of equity per trade Main Calculation Parameters: Length: 70 (range: 70-7000) - Controls ZLEMA calculation period Band Multiplier: 1.2 - Adjusts width of volatility bands Entry Conditions (All Disabled by Default): Use ZLEMA Trend Confirmation: OFF - Requires ZLEMA directional momentum Re-Enter on Long Trend: OFF - Allows multiple entries during sustained trends Short Trades: Allow Short Trades: OFF - Strategy is long-only by default Performance Settings (All Disabled by Default): Use Profit Target: OFF Profit Target Risk-Reward Ratio: 2.0 (when enabled) Dynamic TP/SL (All Disabled by Default): Use ATR-Based Stop-Loss & Take-Profit: OFF ATR Length: 14 Stop-Loss ATR Multiplier: 1.5 Profit Target ATR Multiplier: 2.5 Use ATR Trailing Stop: OFF Trailing Stop ATR Multiplier: 1.5 Use Break-Even Stop-Loss: OFF Move SL to Break-Even After RR: 1.5 Use Trend-Based Take Profit: OFF EMA Exit Length: 9 Trade Data Display (All Disabled by Default): Show Floating Stats Table: OFF Show Trade Log Labels: OFF Enable CSV Export: OFF Trade Label Vertical Offset: 0.5 Backtesting Date Range: Start Date: January 1, 2018 End Date: December 31, 2069 Important Usage Notes Default Configuration: The strategy operates in its most basic form with default settings - using only ZLEMA crossovers with volatility bands and volatility-based stop-losses. All advanced features must be manually enabled. Stop-Loss Priority: If multiple stop-loss methods are enabled simultaneously, the strategy will use whichever condition is hit first. ATR-based stops override volatility-based stops when enabled. Long-Only by Default: Short trading is disabled by default. Enable "Allow Short Trades" to trade both directions. Performance Monitoring: Enable the floating stats table and trade log labels to visualize strategy performance during backtesting. Exit Mechanisms: The strategy can exit trades through multiple methods: stop-loss hit, take-profit reached, trend reversal, or trailing stop activation. The trade log identifies which exit method was used. Re-Entry Logic: When "Re-Enter on Long Trend" is enabled with ZLEMA trend confirmation, the strategy can take multiple long positions during extended uptrends as long as all entry conditions remain valid. Capital Efficiency: Default setting uses 100% of equity per trade. Adjust "default_qty_value" to manage position sizing based on risk tolerance. Realistic Backtesting: Strategy includes commission (0.1%) and slippage (3 ticks) to provide realistic performance expectations. These values should be adjusted based on your broker and market conditions. Recommended Use Cases Trending Markets: Best suited for markets with clear directional moves where trend-following strategies excel Medium to Long-Term Trading: The default length of 70 makes this strategy more appropriate for swing trading rather than scalping Risk-Conscious Traders: Multiple stop-loss options allow traders to customize risk management to their comfort level Backtesting & Optimization: Comprehensive performance tracking features make this strategy ideal for testing different parameter combinations Limitations & Considerations Like all trend-following strategies, performance may suffer in choppy or ranging markets Default 100% position sizing means full capital exposure per trade - consider reducing for conservative risk management Higher length values (70+) reduce signal frequency but may improve signal quality Multiple simultaneous risk management features may create conflicting exit signals Past performance shown in backtests does not guarantee future results Customization Tips For more aggressive trading: Reduce length parameter (minimum 70) Decrease band multiplier for tighter bands Enable short trades Use lower profit target R:R ratios For more conservative trading: Increase length parameter Enable ZLEMA trend confirmation Use wider ATR stop-loss multipliers Enable break-even stop-loss Reduce position size from 100% default For optimal choppy market performance: Enable ZLEMA trend confirmation Increase band multiplier Use tighter profit targets Avoid re-entry on trend continuation Visual Elements The strategy plots several elements on the chart: ZLEMA line (color-coded by trend direction) Upper and lower volatility bands Long entry markers (green triangles) Short entry markers (red triangles, when enabled) Stop-loss levels (when positions are open) Take-profit levels (when enabled and positions are open) Trailing stop lines (when enabled and positions are open) Optional ZLEMA trend markers (triangles at highs/lows) Optional trade log labels showing complete trade information Exit Reason Codes (for CSV Export) When CSV export is enabled, exit reasons are coded as: 0 = Manual/Other 1 = Trailing Stop-Loss 2 = Profit Target 3 = ATR Stop-Loss 4 = Trend Change Conclusion Zero Lag Trend Signals V7 provides a robust framework for trend-following with extensive customization options. The strategy balances simplicity in its core logic with sophisticated risk management features, making it suitable for both beginner and advanced traders. By reducing moving average lag while incorporating volatility-based signals, it aims to capture trends earlier while managing risk through multiple configurable exit mechanisms. The modular design allows traders to start with basic trend-following and progressively add complexity through ZLEMA confirmation, multiple stop-loss methods, and advanced exit strategies. Comprehensive performance tracking and export capabilities make this strategy an excellent tool for systematic testing and optimization. Note: This strategy is provided for educational and backtesting purposes. All trading involves risk. Past performance does not guarantee future results. Always test thoroughly with paper trading before risking real capital, and adjust position sizing and risk parameters according to your risk tolerance and account size. ================================================================================ TAGS: ================================================================================ trend following, ZLEMA, zero lag, volatility bands, ATR stops, risk management, swing trading, momentum, trend confirmation, backtesting ================================================================================ CATEGORY: ================================================================================ Strategies ================================================================================ CHART SETUP RECOMMENDATIONS: ================================================================================ For optimal visualization when publishing: Use a clean chart with no other indicators overlaid Select a timeframe that shows multiple trade signals (4H or Daily recommended) Choose a trending asset (crypto, forex major pairs, or trending stocks work well) Show at least 6-12 months of data to demonstrate strategy across different market conditions Enable the floating stats table to display key performance metrics Ensure all indicator lines (ZLEMA, bands, stops) are clearly visible Use the default chart type (candlesticks) - avoid Heikin Ashi, Renko, etc. Make sure symbol information and timeframe are clearly visible ================================================================================ COMPLIANCE NOTES: ================================================================================ ✅ Open-source publication with complete code visibility ✅ English-only title and description ✅ Detailed explanation of methodology and calculations ✅ Realistic commission (0.1%) and slippage (3 ticks) included ✅ All default parameters clearly documented ✅ Performance limitations and risks disclosed ✅ No unrealistic claims about performance ✅ No guaranteed results promised ✅ Appropriate for public library (original trend-following implementation with ZLEMA) ✅ Educational disclaimers included ✅ All features explained in detail ================================================================================
Pine Script™ 전략
Quant_Trading_Pro의
1
ema200 plus Description: This advanced indicator displays Exponential Moving Averages (EMA) across multiple timeframes to help traders identify trend direction and strength across different market perspectives. Key Features: Multi-Timeframe EMA Analysis: Plots 200-period EMA on four different timeframes: 30-minute, 1-hour, 4-hour, and Daily Each timeframe is displayed with distinct colors for easy visual identification Visual Elements: Chart Lines: Four colored EMA lines plotted directly on the price chart Price Labels: Clear labels showing each EMA's current value at the latest bar Color-coded Table: Comprehensive data table showing price position relative to each EMA Trend Identification: Bullish Signal: When price closes above an EMA (green background in table) Bearish Signal: When price closes below an EMA (dark background in table) Helps identify confluence when multiple timeframes align in direction Customizable Settings: Adjustable EMA length (default: 200 periods) Customizable line width and offset Flexible table positioning (top/middle/bottom, left/center/right) Configurable table cell size and text appearance Swing traders analyzing multiple timeframes Position traders looking for trend confirmation Technical analysts seeking confluence across time horizons This indicator provides a comprehensive view of market trends across different time perspectives, helping traders make more informed decisions based on multi-timeframe analysis. This indicator does not provide trading advice. It is for educational and informational purposes only. **指标名称：多时间框架200 EMA** **描述：** 这款高级指标在多个时间框架上显示指数移动平均线（EMA），帮助交易者识别不同市场视角下的趋势方向和强度。 **主要特点：** 1. **多时间框架EMA分析：** - 在四个不同时间框架上绘制200周期EMA：30分钟、1小时、4小时和日线 - 每个时间框架使用独特颜色显示，便于视觉识别 2. **视觉元素：** - **图表线：** 在价格图表上直接绘制四条彩色EMA线 - **价格标签：** 清晰显示最新K线处各EMA的当前值 - **颜色编码表格：** 综合数据表格显示价格相对于各EMA的位置 3. **趋势识别：** - **看涨信号：** 当价格收于EMA上方时（表格中显示绿色背景） - **看跌信号：** 当价格收于EMA下方时（表格中显示深色背景） - 帮助识别多个时间框架方向一致时的共振信号 4. **可自定义设置：** - 可调整EMA长度（默认：200周期） - 可自定义线宽和偏移量 - 灵活的表格定位（上/中/下，左/中/右） - 可配置表格单元格大小和文本外观 **适合人群：** - 分析多时间框架的摆动交易者 - 寻求趋势确认的头寸交易者 - 寻找不同时间维度共振信号的技术分析师
Pine Script® 인디케이터
Backspace1998의
MarketMonkey-Indicator-Set-1 - GMMA open 🧠 MarketMonkey-Indicator-Set-1 — GMMA Open GMMA (Guppy Multiple Moving Average) Toolkit for Trend Clarity & Timing The MarketMonkey GMMA Open indicators brings a clean, high-performance visual of trend strength and direction using multiple exponential moving averages (EMAs) across short- and long-term time frames. Designed for traders who want to see momentum shifts and market transitions as they happen, this version overlays directly on the price chart for quick and confident reads. 🔍 How It Works * Short-term EMAs (3–15) track trader sentiment and momentum. * Long-term EMAs (30–60) show investor trend commitment. * The indicator dynamically colors the long-term EMAs: * 🔵 Blue : Upward momentum * 🔴 Red : Downward momentum When the short-term group expands above the long-term group, it signals strength and potential continuation. Tightening or compression may warn of pauses or reversals. 💡 Features * 12 adjustable EMA periods (customize your GMMA spacing) * Automatic color shifts for trend clarity * Live price flag for easy reference * Compact ticker/date display in the top-right corner * Minimalist, overlay-based design — no clutter, just clarity 📈 Best Used For * Spotting early trend changes * Confirming continuation or breakout setups * Identifying compression zones before reversals * Overlaying on ASX, S&P, FX, Gold, or Crypto charts 🔔 Part of the MarketMonkey Indicator Set series — tools built for real-world trend recognition and momentum trading.
Pine Script® 인디케이터
Market_Monkey_AU의
EMA Cloud + AlertsThe only EMA indicator you'll ever need. - Flexible EMAs: Customize EMA lengths (e.g., 9, 21) to match your trading style. - Dynamic Cloud: Auto-shades bullish (green) or bearish (red) clouds between EMAs for clear trend signals. - Trend Change Alerts: Auto-alerts that signal when a trend change (EMA crossover) happens on the timeframe you're currently viewing. - Timeframe Lock: Lock EMAs to a specific timeframe (e.g., 5m on a 1m chart) for consistent analysis. - Personalized Design: Adjust EMA colors, thickness, and cloud transparency for optimal visibility. A friendly reminder that no tool or indicator guarantees success. Integrate this into a robust trading plan.
Pine Script® 인디케이터
VeroTradeX의
14
20 EMA Undercut Bounce - M4v3r1ck💎 The "EMA Undercut Bounce" Bullish Scanner This indicator is designed to identify high-conviction continuation patterns where price makes a temporary dip for liquidity before resuming a powerful, established uptrend. It specifically looks for a bullish rejection off the 20-period Exponential Moving Average (EMA). 🎯 Strategy Logic The signal is generated only on the Daily (1D) timeframe when the following five precise conditions are met on the most recent completed bar: 1. Price Action (The Undercut Bounce) • Undercut: The bar's low price must have touched or temporarily traded below the 20-Day EMA. • Rejection: The bar's close price must have fully recovered and closed above the 20-Day EMA. This is the classic sign of strong buying pressure defending a key support level. 2. Strong Trend Hierarchy (The Bullish Stack) The moving averages must be perfectly stacked, confirming a robust multi-timeframe uptrend structure: • 10-Day EMA > 20-Day EMA • 20-Day EMA > 50-Day SMA • 50-Day SMA > 200-Day SMA 3. Momentum Confirmation (The Upward Slope) Both the 10-Day EMA and the 20-Day EMA must be rising from the previous day. This ensures that the short-term trend momentum is positive, ruling out signals during flat or turning markets. 💡 How to Use This Indicator 1. Timeframe: Ensure your chart is set to the Daily (1D) timeframe for accurate results. 2. Signal: A Green Background highlight and an Up-Arrow below the bar mark a confirmed signal. 3. Alerts: Use the built-in alert condition to set up notifications for stocks on your watchlist, allowing you to catch these high-quality setups without constantly monitoring charts. This script is ideal for trend-following traders looking to enter a position after a healthy shakeout and confirmation of continued bullish commitment.
Pine Script® 인디케이터
M4v3r1ck_의
[LTS] Marubozu Candle StrategyOVERVIEW The Marubozu Candle Strategy identifies and trades wickless candles (Marubozu patterns) with dynamic take-profit and stop-loss levels based on market volatility. This indicator combines traditional Japanese candlestick pattern recognition with modern volatility-adjusted risk management and includes a comprehensive performance tracking dashboard. A Marubozu candle is a powerful continuation pattern characterized by the complete absence of wicks on one side, indicating strong directional momentum. This strategy specifically detects: - Bullish Marubozu: Close > Open AND Low = Open (no lower wick) - Bearish Marubozu: Close < Open AND High = Open (no upper wick) When price returns to test these levels, the indicator generates trading signals with predefined risk-reward parameters. CORE METHODOLOGY Detection Logic: The script scans each bar for Marubozu formations using precise price comparisons. When a wickless candle appears, a horizontal line extends from the opening price, marking it as a potential support (bullish) or resistance (bearish) level. These levels remain active until price touches them or until the maximum line limit is reached. EMA Filter (Optional): An exponential moving average filter enhances signal quality by requiring proper trend alignment. For bullish signals, price must be above the EMA when touching the level. For bearish signals, price must be below the EMA. This filter reduces counter-trend trades and improves win rates in trending markets. Users can disable this filter for range-bound conditions. Dynamic Risk Management: The strategy employs ATR-based (Average True Range) position sizing rather than fixed point values. This approach adapts to market volatility automatically: - In low volatility: Tighter stops and targets - In high volatility: Wider stops and targets proportional to market movement Default settings use a 2:1 reward-to-risk ratio (1x ATR for take-profit, 0.5x ATR for stop-loss), but users can adjust these multipliers to match their trading style. HOW IT WORKS Step 1 - Pattern Detection: On each bar, the indicator evaluates whether the candle qualifies as a Marubozu by comparing the high, low, open, and close prices. When detected, the opening price becomes the key level. Step 2 - Level Management: Horizontal lines extend from each Marubozu's opening price. The indicator maintains two separate arrays: one for unbroken levels (actively extending) and one for broken levels (historical reference). Users can configure how many of each type to display, preventing chart clutter while maintaining relevant context. Step 3 - Signal Generation: When price returns to touch a Marubozu level, the indicator evaluates the EMA filter condition. If the filter passes (or is disabled), the script draws TP/SL boxes showing the expected profit and loss zones based on current ATR values. Step 4 - Trade Tracking: Each valid signal enters the tracking system, which monitors subsequent price action to determine outcomes. The script identifies whether the take-profit or stop-loss was hit first (discarding trades where both trigger on the same candle to avoid ambiguous results). PERFORMANCE DASHBOARD The integrated dashboard provides real-time strategy analytics to automatically convert results to dollar values for any instrument: Tracked Metrics: - Total Trades: Complete count of closed positions - Wins/Losses: Individual counts with color coding - Win Rate: Success percentage with dynamic color (green >= 50%, red < 50%) - Total P&L: Cumulative profit/loss in dollars - Avg Win: Mean dollar amount per winning trade - Avg Loss: Mean dollar amount per losing trade NOTE: The dollar values shown in the dashboard are for trading only a single share/contract/etc. You will need to manually multiply those numbers by the amount of shares/contracts you are trading to get a true value. The dollar conversion works automatically across all markets: - Futures contracts (ES, NQ, CL, etc.) use their contract specifications - Forex pairs use standard lot calculations - Stocks and crypto use their respective point values This eliminates manual calculation and provides immediate performance feedback in meaningful currency terms. CUSTOMIZATION OPTIONS ATR Settings: - ATR Period: Lookback length for volatility calculation (default: 14) - TP Multiplier: Take-profit distance as multiple of ATR (default: 3.0) - SL Multiplier: Stop-loss distance as multiple of ATR (default: 1.5) EMA Settings: - EMA Length: Period for trend filter calculation (default: 9) - Use EMA Filter: Toggle trend confirmation requirement (default: enabled) Visual Settings: - Bullish Color: Color for long signals and wins (default: green) - Bearish Color: Color for short signals and losses (default: red) - EMA Color: Color for trend filter line (default: orange) - Line Width: Thickness of Marubozu level lines (1-5, default: 2) - EMA Width: Thickness of EMA line (1-5, default: 2) Line Management: - Max Unbroken Lines: Limit for active extending lines (default: 10) - Max Broken Lines: Limit for historical touched lines (default: 5) Dashboard Settings: - Show Dashboard: Toggle performance display on/off - Dashboard Position: Corner placement (4 options) - Dashboard Size: Text size selection (Tiny/Small/Normal/Large) HOW TO USE 1. Add the indicator to your chart 2. Adjust ATR multipliers based on your risk tolerance (higher values = more conservative) 3. Configure the EMA filter based on market conditions (enable for trending, disable for ranging) 4. Set line limits to match your visual preference and chart timeframe 5. Monitor the dashboard to track strategy performance in real-time 6. Use the TP/SL boxes as reference levels for manual trades or automation Best Practices: - Enable EMA filter in strongly trending markets - Disable EMA filter if you want more trade signals but at lower quality - Increase ATR multipliers in highly volatile markets - Decrease ATR multipliers for tighter, more frequent trades - Review avg win/loss ratio to ensure positive expectancy UNIQUE FEATURES Unlike basic Marubozu detectors, this strategy provides: 1. Automatic level tracking with memory management 2. Volatility-adjusted risk parameters instead of fixed values 3. Optional trend confirmation via EMA filter 4. Real-time performance analytics with automatic dollar conversion 5. Separate tracking of wins/losses with individual averages 6. Configurable visual display to prevent chart clutter 7. Complete transparency with all logic visible in open-source code
Pine Script® 인디케이터
LHAMA-Trading의