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9-EMA

BornInvestor MA CloudsBornInvestor MA Clouds The BornInvestor MA Clouds script is a powerful, multi-layered moving average cloud system designed to help traders visualize market trends, momentum shifts, and crossover signals in a clear, intuitive way. 🔑 Features Up to 5 customizable MA Clouds Choose between SMA or EMA for each moving average. Flexible input sources (Close, Open, High, Low, etc.). Adjustable lengths for full control over short-, medium-, and long-term trend analysis. Dynamic Cloud Coloring Clouds automatically change color to reflect bullish or bearish momentum. Customizable transparency and color schemes for each cloud. Crossover Signals Visual triangle markers appear when faster MAs cross above/below slower MAs. Bullish crossovers are shown below bars, bearish crossovers above bars. Alerts Ready 🚨 Built-in alert conditions for bullish and bearish crossovers (Cloud 1). Alerts trigger once per bar for cleaner signals. Clean Visuals Option to show/hide individual MA lines. Lightweight design optimized for clarity on any chart. 📊 How to Use Clouds act as dynamic support/resistance zones. Price above the cloud signals bullish momentum, while price below the cloud signals bearish conditions. Crossover signals help identify potential trend reversals or entry points. Use multiple clouds (short, medium, long-term) for multi-timeframe confluence. ⚠️ Disclaimer This script is for educational purposes only and not financial advice. Always combine with your own research and risk management before trading.
Pine Script®指標
由irishborninvestor提供
Neural Fusion Pro v2 — Adaptive Trend Strategy🔥 Neural Fusion Pro v2 — Adaptive Trend Strategy This strategy fuses trend, momentum, volatility, and multi-timeframe analysis into one powerful trading system. It adapts dynamically to market conditions with risk-based position sizing, ATR stop losses, and reward-target exits. ✅ Features: 📈 EMA + RSI Fusion → core entries with adaptive crossover filters. ⏱️ Multi-Timeframe Confirmation → confirm trades with higher timeframe EMA. 📊 ADX Trend Strength Filter → avoids chop, trades only strong trends. ⏰ Session Filter → restricts trading to your chosen market session. 🛡️ ATR-based Stop Loss + Risk/Reward TP. ⚖️ Dynamic Position Sizing → risk % per trade with max position cap. 💡 Equity Curve Display + Alerts → track performance and automate signals. 💡 Best Use Cases: Works across crypto, forex, indices, and stocks. Ideal for trend-followers who want risk-managed signals. Can be combined with manual confirmation for swing or intraday trading.
Pine Script®策略
由Jaxon007提供
EMA vs TMA Regime FilterEMA vs TMA Regime Filter This indicator is built as a visual study tool to compare the behavior of the Exponential Moving Average (EMA) and the Triangular Moving Average (TMA). The EMA applies an exponential weighting to price data, giving stronger importance to the most recent values. This makes it a faster, more responsive line that reflects short-term momentum. The TMA, by contrast, applies a double-smoothing process (or in the “True TMA” option, a split SMA sequence), which produces a much slower curve. The TMA emphasizes balance over reactivity, often used for filtering noise and observing longer-term structure. When both are plotted on the same chart, their differences become clear. The shaded region between them highlights times when short-term price dynamics diverge from longer-term smoothing. This is where the idea of “regime” comes in — not as a trading signal, but as a descriptive way of seeing whether market action is currently dominated by speed or by stability. Users can customize: Line styles, widths, and colors. Cloud transparency for visual clarity. Whether to color bars based on relative position (optional, purely visual). The goal is not to create a system, but to help traders experiment, observe, and learn how different smoothing techniques can emphasize different aspects of price. By switching between the legacy and true TMA, or adjusting lengths, users can study how each approach interprets the same data differently.
Pine Script®指標
由geneclash提供
DBG X WOLONG📊 USER GUIDE – DBG X WOLONG ALGORITHM 🎯 OVERVIEW The DBG X WOLONG Future Algorithm is a Pine Script v5 that integrates multiple advanced technical indicators, enabling traders to analyze markets and make precise trading decisions. ⚙️ MAIN SETTINGS 🔹 Sensitivity Value: 1–20 (Default: 6) Function: Adjusts the sensitivity of the SuperTrend signal Guidelines: Low value (1–5): Fewer signals, higher accuracy High value (15–20): More signals, but with possible noise 🎨 DISPLAY SETTINGS 🔹 Candle Colors Version 1: Based on MACD histogram Version 2: Based on SuperTrend 🔹 Color Themes Theme 1: Traditional Green/Red Theme 2: Gold/Purple Theme 3: Blue/Orange No Fill: No background color displayed 📊 TRADING SIGNALS 🔹 Buy/Sell Signals BUY 🚀 appears when: SuperTrend shifts from bearish to bullish Closing price > SMA 13 Braid Filter confirms SELL appears when: SuperTrend shifts from bullish to bearish Closing price < SMA 13 Braid Filter confirms 🔹 Reversal Signals ▲ (Up Arrow): Buy signal when RSI crosses above 30 ▼ (Down Arrow): Sell signal when RSI crosses below 70 🔹 Pullback Signals ▲ Purple: Pullback in bullish trend ▼ Purple: Pullback in bearish trend 🎯 TAKE PROFIT & STOP LOSS 🔹 TP Modes Version 1: TP based on pivot points Version 2: TP based on regression line Close Price: TP at candle close 🔹 TP/SL Settings TP Ratio: 2.0 (Default) TP Length: 150 (Default) ATR SL Length: 10 ATR SL Risk: 1.9 🔹 Labels Displayed ENTRY: Entry point STOP LOSS: Stop loss point TP 1/2/3: 3 take profit levels ☁️ MOVING AVERAGE CLOUD 🔹 Supported MA Types SMA – Simple Moving Average EMA – Exponential Moving Average WMA – Weighted Moving Average HMA – Hull Moving Average ALMA – Arnaud Legoux Moving Average McGinley – McGinley Dynamic FRAMA – Fractal Adaptive Moving Average 🔹 Cloud Cycles Default: 2, 6, 11, 18, 21, 24, 28, 34 Customizable: All 8 cycles 🔹 Ribbon Cycles Default: 6, 13, 20, 28, 36, 45, 55, 444 Customizable: All 8 cycles 🔧 BRAID FILTER 🔹 Function Filters out noise signals Confirms strong trends 🔹 Settings MA Filter: McGinley (Recommended) Filter Strength: 80% (Default) 📈 TRENDS & INDICATORS 🔹 SuperTrend Main trend indicator Generates primary buy/sell signals 🔹 Advanced Ichimoku Tenkan-Sen: Blue line Kijun-Sen: Orange line Senkou Span A/B: Ichimoku cloud 🔹 Trend Tracking Based on EMA 10 vs EMA 20 Candle colors follow trend direction 🔹 Trend Catcher Range Filter with multiple options Adjustable sensitivity 📊 MULTI-TIMEFRAME TREND PANEL 🔹 Displayed Timeframes 1m, 3m, 5m 15m, 30m, 1H 2H, 4H, 8H, Daily 🔹 Displayed Info Current Position: Bullish/Bearish Trend: Per timeframe Volume: Current trading volume 🔹 Panel Positioning 9 selectable positions Sizes: Large, Normal, Small, Extra Small 🚀 TRADE EXECUTION 📈 LONG ENTRY ✅ Entry Conditions BUY 🚀 signal appears SuperTrend turns from red to green Price > SMA 13 Braid Filter confirms (green) Trend Panel shows "Bullish" across multiple TFs 📊 Additional Confirmations MACD Histogram > 0 and rising RSI crosses above 30 (if reversal signal) EMA Pullback shows ▲ purple 🎯 Trade Management Entry: According to ENTRY label Stop Loss: According to STOP LOSS label Take Profit: TP1 → TP2 → TP3 📉 SHORT ENTRY ✅ Entry Conditions SELL signal appears SuperTrend turns from green to red Price < SMA 13 Braid Filter confirms (red) Trend Panel shows "Bearish" across multiple TFs 📊 Additional Confirmations MACD Histogram < 0 and declining RSI crosses below 70 (if reversal signal) EMA Pullback shows ▼ purple 🎯 Trade Management Entry: According to ENTRY label Stop Loss: According to STOP LOSS label Take Profit: TP1 → TP2 → TP3 🎛️ RECOMMENDED SETTINGS 👥 For Beginners Sensitivity: 6 Candle Colors: Version 1 Buy/Sell Signals: ON Reversal Signals: OFF Trend Panel: ON 🏆 For Experienced Traders Sensitivity: 4–8 (depending on market) Reversal Signals: ON Pullback: ON All indicators: ON ATR SL Risk: 1.5–2.0 ⚡ For Scalping Sensitivity: 8–12 Timeframes: 1m, 3m, 5m Use only: SuperTrend + Braid Filter Quick TP: Only TP1 📊 For Swing Trading Sensitivity: 4–6 Timeframes: 1H, 4H, 1D Use all: Full signals TP: All 3 levels (TP1, TP2, TP3) ⚠️ IMPORTANT NOTES 🔴 Avoid Trading When Signals conflict across timeframes Market is strongly ranging/sideways Abnormally low volume Price is at major support/resistance zones 🟢 Prefer Trading When At least 2–3 confirmations align Clear trend across multiple timeframes Strong volume surge Breakout from consolidation zone 💡 Usage Tips Always wait for confirmation: Never enter with just 1 signal Risk management: Place SL according to STOP LOSS label Follow trend panel: Prioritize overall trend Use multiple timeframes: Analyze top-down Backtest first: Test strategy on historical data 🛠️ TROUBLESHOOTING ❓ No signals appear Check if inputs are enabled Adjust sensitivity Try switching timeframe ❓ Too many false signals Lower sensitivity Increase Braid Filter strength Trade only with main trend ❓ Trend panel not showing Enable "Display Dashboard" Select proper panel position Adjust panel size 📞 SUPPORT If you encounter issues using this script, please: Carefully read this guide Practice on a demo account Backtest thoroughly before live trading 📈 Wishing you successful trading! 🚀
Pine Script®指標
由ionmarpie提供
3
EMA 1/8 Cross - Fixed Pip TP/SLEMA 1/8 Cross – Fixed Pip TP/SL This strategy is based on the crossover between EMA 8 and EMA 14 as trading signals: Long entry → when EMA 1 crosses above EMA 8 Short entry → when EMA 1 crosses below EMA 8 Features: Fixed pip Take Profit (TP) and Stop Loss (SL), fully adjustable in the settings. Customizable EMA Fast/Slow lengths for optimization. Pip size input to match different broker definitions (e.g., XAUUSD often uses 0.10 as one pip). Suitable for testing scalping or swing trading across multiple timeframes. ⚠️ Disclaimer: This script is intended for backtesting and educational purposes only. Please optimize parameters and apply proper risk management before using it on live accounts.
Pine Script®策略
由milikgroupy_tv提供
1
AltCoin & MemeCoin Index Correlation [Eddie_Bitcoin]🧠 Philosophy of the Strategy The AltCoin & MemeCoin Index Correlation Strategy by Eddie_Bitcoin is a carefully engineered trend-following system built specifically for the highly volatile and sentiment-driven world of altcoins and memecoins. This strategy recognizes that crypto markets—especially niche sectors like memecoins—are not only influenced by individual price action but also by the relative strength or weakness of their broader sector. Hence, it attempts to improve the reliability of trading signals by requiring alignment between a specific coin’s trend and its sector-wide index trend. Rather than treating each crypto asset in isolation, this strategy dynamically incorporates real-time dominance metrics from custom indices (OTHERS.D and MEME.D) and combines them with local price action through dual exponential moving average (EMA) crossovers. Only when both the asset and its sector are moving in the same direction does it allow for trade entries—making it a confluence-based system rather than a single-signal strategy. It supports risk-aware capital allocation, partial exits, configurable stop loss and take profit levels, and a scalable equity-compounding model. ✅ Why did I choose OTHERS.D and MEME.D as reference indices? I selected OTHERS.D and MEME.D because they offer a sector-focused view of crypto market dynamics, especially relevant when trading altcoins and memecoins. 🔹 OTHERS.D tracks the market dominance of all cryptocurrencies outside the top 10 by market cap. This excludes not only BTC and ETH, but also major stablecoins like USDT and USDC, making it a cleaner indicator of risk appetite across true altcoins. 🔹 This is particularly useful for detecting "Altcoin Season"—periods where capital rotates away from Bitcoin and flows into smaller-cap coins. A rising OTHERS.D often signals the start of broader altcoin rallies. 🔹 MEME.D, on the other hand, captures the speculative behavior of memecoin segments, which are often driven by retail hype and social media activity. It's perfect for timing momentum shifts in high-risk, high-reward tokens. By using these indices, the strategy aligns entries with broader sector trends, filtering out noise and increasing the probability of catching true directional moves, especially in phases of capital rotation and altcoin risk-on behavior. 📐 How It Works — Core Logic and Execution Model At its heart, this strategy employs dual EMA crossover detection—one pair for the asset being traded and one pair for the selected market index. A trade is only executed when both EMA crossovers agree on the direction. For example: Long Entry: Coin's fast EMA > slow EMA and Index's fast EMA > slow EMA Short Entry: Coin's fast EMA < slow EMA and Index's fast EMA < slow EMA You can disable the index filter and trade solely based on the asset’s trend just to make a comparison and see if improves a classic EMA crossover strategy. Additionally, the strategy includes: - Adaptive position sizing, based on fixed capital or current equity (compound mode) - Take Profit and Stop Loss in percentage terms - Smart partial exits when trend momentum fades - Date filtering for precise backtesting over specific timeframes - Real-time performance stats, equity tracking, and visual cues on chart ⚙️ Parameters & Customization 🔁 EMA Settings Each EMA pair is customizable: Coin Fast EMA: Default = 47 Coin Slow EMA: Default = 50 Index Fast EMA: Default = 47 Index Slow EMA: Default = 50 These control the sensitivity of the trend detection. A wider spread gives smoother, slower entries; a narrower spread makes it more responsive. 🧭 Index Reference The correlation mechanism uses CryptoCap sector dominance indexes: OTHERS.D: Dominance of all coins EXCLUDING Top 10 ones MEME.D: Dominance of all Meme coins These are dynamically calculated using: OTHERS_D = OTHERS_cap / TOTAL_cap * 100 MEME_D = MEME_cap / TOTAL_cap * 100 You can select: Reference Index: OTHERS.D or MEME.D Or disable the index reference completely (Don't Use Index Reference) 💰 Position Sizing & Risk Management Two capital allocation models are supported: - Fixed % of initial capital (default) - Compound profits, which scales positions as equity grows Settings: - Compound profits?: true/false - % of equity: Between 1% and 200% (default = 10%) This is critical for users who want to balance growth with risk. 🎯 Take Profit / Stop Loss Customizable thresholds determine automatic exits: - TakeProfit: Default = 99999 (disabled) - StopLoss: Default = 5 (%) These exits are percentage-based and operate off the entry price vs. current close. 📉 Trend Weakening Exit (Scale Out) If the position is in profit but the trend weakens (e.g., EMA color signals trend loss), the strategy can partially close a configurable portion of the position: - Scale Position on Weak Trend?: true/false - Scaled Percentage: % to close (default = 65%) This feature is useful for preserving profits without exiting completely. 📆 Date Filter Useful for segmenting performance over specific timeframes (e.g., bull vs bear markets): - Filter Date Range of Backtest: ON/OFF - Start Date and End Date: Custom time range OTHER PARAMETERS EXPLANATION (Strategy "Properties" Tab): - Initial Capital is set to 100 USD - Commission is set to 0.055% (The ones I have on Bybit) - Slippage is set to 3 ticks - Margin (short and long) are set to 0.001% to avoid "overspending" your initial capital allocation 📊 Visual Feedback and Debug Tools 📈 EMA Trend Visualization The slow EMA line is dynamically color-coded to visually display the alignment between the asset trend and the index trend: Lime: Coin and index both bullish Teal: Only coin bullish Maroon: Only index bullish Red: Both bearish This allows for immediate visual confirmation of current trend strength. 💬 Real-Time PnL Labels When a trade closes, a label shows: Previous trade return in % (first value is the effective PL) Green background for profit, Red for losses. 📑 Summary Table Overlay This table appears in a corner of the chart (user-defined) and shows live performance data including: Trade direction (yellow long, purple short) Emojis: 💚 for current profit, 😡 for current loss Total number of trades Win rate Max drawdown Duration in days Current trade profit/loss (absolute and %) Cumulative PnL (absolute and %) APR (Annualized Percentage Return) Each metric is color-coded: Green for strong results Yellow/orange for average Red/maroon for poor performance You can select where this appears: Top Left Top Right Bottom Left Bottom Right (default) 📚 Interpretation of Key Metrics Equity Multiplier: How many times initial capital has grown (e.g., “1.75x”) Net Profit: Total gains including open positions Max Drawdown: Largest peak-to-valley drop in strategy equity APR: Annualized return calculated based on equity growth and days elapsed Win Rate: % of profitable trades PnL %: Percentage profit on the most recent trade 🧠 Advanced Logic & Safety Features 🛑 “Don’t Re-Enter” Filter If a trade is closed due to StopLoss without a confirmed reversal, the strategy avoids re-entering in that same direction until conditions improve. This prevents false reversals and repetitive losses in sideways markets. 🧷 Equity Protection No new trades are initiated if equity falls below initial_capital / 30. This avoids overleveraging or continuing to trade when capital preservation is critical. Keep in mind that past results in no way guarantee future performance. Eddie Bitcoin
Pine Script®策略
由Eddie_Bitcoin提供
Daily High/Low (15m) + EMA Pre-Market H/L + ORBStraightforward: I built a swing-trading indicator with ChatGPT that plots 15-minute highs and lows, draws pre-market high/low lines, and adds a 15-minute opening-range breakout feature. Technical: Using ChatGPT, I developed a swing-trade indicator that calculates 15-minute highs/lows, overlays pre-market high and low levels, and includes a 15-minute Opening Range Breakout (ORB) module. Promotional: I created a ChatGPT-powered swing-trading indicator that maps 15-minute highs/lows, marks pre-market levels, and features a 15-minute Opening Range Breakout for clearer entries.
Pine Script®指標
由sheazadjiwani提供
Infinite EMA with Alpha Control♾️ Infinite EMA with Alpha Control What Makes This EMA "Infinite"? Unlike traditional EMA indicators that are limited to typical periods (1-5000), this Infinite EMA breaks all boundaries. You can create EMAs with periods of 1,000, 10,000, or even 1,000,000 bars - that's why it's called "infinite"! Also Infinite EMA starts working immediately from the very first bar on your chart Why This EMA is "Infinite": 1. Mathematically: When N → ∞, alpha → 0, meaning infinitely long "memory" 2. Practically: You can set any period - even 100,000 bars 3. Flexibility: Alpha allows precise control over the "forgetting speed" How Does It Work? The magic lies in the Alpha parameter. While regular EMAs use fixed formulas, this indicator gives you direct control over the EMA's "memory" through Alpha values: • High Alpha (0.1-0.2): Fast reaction, short memory • Medium Alpha (0.01-0.05): Balanced response • Low Alpha (0.0001-0.001): Extremely slow reaction, very long memory • Ultra-low Alpha (0.000001): Almost frozen in time The Mathematical Formula: Alpha = 2 / (Period + 1) This means you can achieve any EMA period by adjusting Alpha, giving you infinite flexibility! Expanded "Infinite EMA" Table: Period EMA (N) - Alpha (Rounded) - Alpha (Exact) - Description 10 - 0.1818 - 0.181818... - Fast EMA 20 - 0.0952 - 0.095238... - Short-term 50 - 0.0392 - 0.039215... - Medium-term 100 - 0.0198 - 0.019801... - Long-term 200 - 0.0100 - 0.009950... - Standard long-term 500 - 0.0040 - 0.003996... - Very long-term 1,000 - 0.0020 - 0.001998... - Super long-term 2,000 - 0.0010 - 0.000999... - Ultra long-term 5,000 - 0.0004 - 0.000399... - Mega long-term 10,000 - 0.0002 - 0.000199... - Giga long-term 25,000 - 0.00008 - 0.000079... - Century-scale EMA 50,000 - 0.00004 - 0.000039... - Practically motionless 100,000 - 0.00002 - 0.000019... - "Glacial" EMA 500,000 - 0.000004 - 0.000003... - Geological timescale 1,000,000 - 0.000002 - 0.000001... - Approaching constant 5,000,000 - 0.0000004 - 0.0000003... - Virtually static 10,000,000 - 0.0000002 - 0.0000001... - Nearly flat line 100,000,000 - 0.00000002 - 0.00000001... - Mathematical infinity Formula: Alpha = 2/(N+1) where N is the EMA period Key Features: Dual EMA System: Run fast and slow EMAs simultaneously Crossover Signals: Automatic buy/sell signals with customizable alerts Alpha Control: Direct mathematical control over EMA behavior Infinite Periods: From 1 to 100,000,000+ bars Visual Customization: Colors, fills, backgrounds, signal sizes Instant Start: Works accurately from the very first bar Update Intervals: Control calculation frequency for noise reduction Why Choose Infinite EMA? 1. Unlimited Flexibility: Any period you can imagine 2. Mathematical Precision: Direct alpha control for exact behavior 3. Professional Grade: Suitable for all trading styles 4. Easy to Use: Simple settings with powerful results 5. No Warm-up Period: Accurate values from bar #1 Simple Explanation: Think of EMA as a "memory system": • High Alpha = Short memory (forgets quickly, reacts fast) • Low Alpha = Long memory (remembers everything, moves slowly) With Infinite EMA, you can set the "memory length" to anything from seconds to centuries! ⚡ Instant Start Feature - EMA from First Bar Immediate Calculation from Bar #1 Unlike traditional EMA indicators that require a "warm-up period" of N bars before showing accurate values, Infinite EMA starts working immediately from the very first bar on your chart. How It Works: Traditional EMA Problem: • Standard 200-period EMA: Needs 200+ bars to become accurate • First 200 bars: Shows incorrect/unstable values • Result: Large portions of historical data are unusable Infinite EMA Solution: Bar #1: EMA = Current Price (perfect starting point) Bar #2: EMA = Alpha × Price + (1-Alpha) × Previous EMA Bar #3: EMA = Alpha × Price + (1-Alpha) × Previous EMA ...and so on Key Benefits: No Warm-up Period: Start trading signals from day one Full Chart Coverage: Every bar has a valid EMA value Historical Accuracy: Backtesting works on entire dataset New Markets: Works perfectly on newly listed assets Short Datasets: Effective even with limited historical data Practical Impact: Scenario Traditional EMA Infinite EMA New cryptocurrency Unusable for first 200 days ✅ Works from day 1 Limited data (< 200 bars) Inaccurate values ✅ Fully functional Backtesting Must skip first 200 bars ✅ Test entire history Real-time trading Wait for stabilization ✅ Trade immediately Technical Implementation: if barstate.isfirst EMA := currentPrice // Perfect initialization else EMA := alpha × currentPrice + (1-alpha) × previousEMA This smart initialization ensures mathematical accuracy from the very first calculation, eliminating the traditional EMA "ramp-up" problem. Why This Matters: For Backesters: Use 100% of available data For Live Trading: Get signals immediately on any timeframe For Researchers: Analyze complete datasets without gaps Bottom Line: Infinite EMA is ready to work the moment you add it to your chart - no waiting, no warm-up, no exceptions! Unlike traditional EMAs that require a "warm-up period" of 200+ bars before showing accurate values, Infinite EMA starts working immediately from bar #1. This breakthrough eliminates the common problem where the first portion of your chart shows unreliable EMA data. Whether you're analyzing a newly listed cryptocurrency, working with limited historical data, or backtesting strategies, every single bar provides mathematically accurate EMA values. No more waiting periods, no more unusable data sections - just instant, reliable trend analysis from the moment you apply the indicator to any chart. 🔄 Update Interval Bars Feature The Update Interval feature allows you to control how frequently the EMA recalculates, providing flexible noise filtering without changing the core mathematics. Set to 1 for standard behavior (updates every bar), or increase to 5-10 for smoother signals that update less frequently. Higher intervals reduce market noise and false signals but introduce slightly more lag. This is particularly useful on volatile timeframes where you want the EMA's directional bias without every minor price fluctuation affecting the calculation. Perfect for swing traders who prefer cleaner, more stable trend lines over hyper-responsive indicators. Conclusion The Infinite EMA transforms the traditional EMA from a fixed-period tool into a precision instrument with unlimited flexibility. By understanding the Alpha-Period relationship, traders can create custom EMAs that perfectly match their trading style, timeframe, and market conditions. The "infinite" nature comes from the ability to set any period imaginable - from ultra-fast 2-bar EMAs to glacially slow 10-million-bar EMAs, all controlled through a single Alpha parameter. ________________________________________ Whether you're a beginner looking for simple trend following or a professional researcher analyzing century-long patterns, Infinite EMA adapts to your needs. The power of infinite periods is now in your hands! 🚀 Go forward to the horizon. When you reach it, a new one will open up. - J. P. Morgan
Pine Script®指標
由Sesilya提供
2
Script_Algo - High Low Range MA Crossover Strategy🎯 Core Concept This strategy uses modified moving averages crossover, built on maximum and minimum prices, to determine entry and exit points in the market. A key advantage of this strategy is that it avoids most false signals in trendless conditions, which is characteristic of traditional moving average crossover strategies. This makes it possible to improve the risk/reward ratio and, consequently, the strategy's profitability. 📊 How the Strategy Works Main Mechanism The strategy builds 4 moving averages: Two senior MAs (on high and low) with a longer period Two junior MAs (on high and low) with a shorter period Buy signal 🟢: when the junior MA of lows crosses above the senior MA of highs Sell signal 🔴: when the junior MA of highs crosses below the senior MA of lows As seen on the chart, it was potentially possible to make 9X on the WIFUSDT cryptocurrency pair in just a year and a half. However, be careful—such results may not necessarily be repeated in the future. Special Feature Position closing priority ❗: if an opposite signal arrives while a position is open, the strategy first closes the current position and only then opens a new one ⚙️ Indicator Settings Available Moving Average Types EMA - Exponential MA SMA - Simple MA SSMA - Smoothed MA WMA - Weighted MA VWMA - Volume Weighted MA RMA - Adaptive MA DEMA - Double EMA TEMA - Triple EMA Adjustable Parameters Senior MA Length - period for long-term moving averages Junior MA Length - period for short-term moving averages ✅ Advantages of the Strategy 🛡️ False Signal Protection - using two pairs of modified MAs reduces the number of false entries 🔄 Configuration Flexibility - ability to choose MA type and calculation periods ⚡ Automatic Switching - the strategy automatically closes the current position when receiving an opposite signal 📈 Visual Clarity - all MAs are displayed on the chart in different colors ⚠️ Disadvantages and Risks 📉 Signal Lag - like all MA-based strategies, it may provide delayed signals during sharp movements 🔁 Frequent Switching - in sideways markets, it may lead to multiple consecutive position openings/closings 📊 Requires Optimization - optimal parameters need to be selected for different instruments and timeframes 💡 Usage Recommendations Backtest - test the strategy's performance on historical data Optimize Parameters - select MA periods suitable for the specific trading instrument Use Filters - add additional filters to confirm signals Manage Risks - always use stop-loss and take-profit orders. You can safely connect to the exchange via webhook and enjoy trading. Good luck and profits to everyone!!
Pine Script®策略
由Script_Algo提供
Script_Algo - Fibo Correction Strategy🔹 Core Concept The strategy is built on combining Fibonacci retracement levels, candlestick pattern confirmation, and trend filtering for trade selection. It performs well on the 1-hour timeframe across many cryptocurrency pairs. Particularly on LINKUSDT over the past year and a half, despite the not very optimal 1:1 risk/reward ratio. The logic is simple: after a strong impulse move, the price often retraces to key Fibonacci levels (specifically, the 61.8% level). If a confirming candlestick (pattern) appears at this moment, the strategy looks for an entry in the direction of the main trend. 🔹 Indicators Used in the Strategy ATR (Average True Range) — Used to calculate the stop-loss and take-profit levels. EMA (9 and 21) — Additional moving averages for assessing the direction of movement (not directly used in entry conditions, but the logic can be expanded to include them). SMA (Trend Filter, 20 by default) — The trend direction filter. Trades are only opened in its direction. Fibonacci Levels — The 61.8% retracement level is calculated based on the high and low of the previous candle. 🔹 Entry Conditions 🟢 Long (Buy): Previous Candle: Must be green (close higher than open). Must have a body not smaller than a specified minimum. The upper wick must not exceed 30% of the body size. → This filters out "weak" or "indecisive" candles. Current Candle: Price touches or breaches the Fibonacci 61.8% retracement level from the previous range. Closes above this level. Closes above the Trend Filter (SMA) line. A position is opened only if there are no other open trades at the moment. 🔴 Short (Sell): Previous Candle: Must be red (close lower than open). Must have a body not smaller than a specified minimum. The lower wick must not exceed 30% of the body size. Current Candle: Price touches or breaches the Fibonacci 61.8% retracement level from the previous range. Closes below this level. Closes below the Trend Filter (SMA) line. A trade is opened only if there are no other open positions. 🔹 Risk Management Stop-Loss = ATR × multiplier (default is 5). Take-Profit = ATR × the same multiplier. Thus, the default risk/reward ratio is 1:1, but it can be easily adjusted by changing the coefficient. Although, strangely enough, this ratio has shown the best results on some assets on the 1-hour timeframe. 🔹 Chart Visualization Fibonacci level for Long — Green line with circles. Fibonacci level for Short — Red line with circles. Trend Filter line (SMA) — Blue. 🔹 Strengths of the Strategy ✅ Utilizes a proven market pattern — retracement to the 61.8% level. ✅ Further filters entries using trend and candlestick patterns. ✅ Simple, transparent logic that is easy to expand (e.g., adding other Fib levels, an EMA filter, etc.). 🔹 Limitations ⚠️ Performs better in trending markets; can generate false signals during ranging (sideways) conditions. ⚠️ The fixed 1:1 risk/reward ratio is not always optimal and could be refined. ⚠️ Performance depends on the selected timeframe and ATR parameters. 📌 Summary: The strategy seeks corrective entries in the direction of the trend, confirmed by candlestick patterns. It is versatile and can be applied to forex pairs, cryptocurrencies, and stocks. ⚠️ Not financial advice. Pay close attention to risk management to avoid blowing your account. The strategy is not repainting — I have personally verified it through real testing — but it may not necessarily replicate the same results in the future, as the market is constantly changing. Test it, profit, and good luck to everyone!
Pine Script®策略
由Script_Algo提供
2