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PSAR with ATR Trailing Stop + SMA Filter📈 Strategy Overview: PSAR + 6×ATR Trailing Stop with SMA Filter This strategy is built around the principle of “Cut the losers, let the winners run” — a disciplined, trend-following approach that combines the Parabolic SAR indicator with dynamic risk management and a Simple Moving Average (SMA) trend filter. 🔍 Strategy Logic Trend Filter Trades are only taken in the direction of the prevailing trend, defined by a user-selected SMA (default: 100). ✅ Long trades only when price is above the SMA ✅ Short trades only when price is below the SMA Entry Signal: A trade is triggered when the Parabolic SAR flips to the opposite side of the price bars, signaling a potential trend reversal. Stop Loss: The stop loss is dynamically set at 6×ATR from the entry price. This adapts to market volatility and is recalculated every bar — effectively acting as a trailing stop. Exit Logic: There is no fixed take profit. The trade remains open until the trailing stop is hit — allowing winners to run and losers to be cut quickly. Risk Management: Each trade risks 0.5% of total equity, ensuring consistent position sizing and capital preservation. 📊 Visual Elements PSAR dots mark trend direction changes SMA line shows the broader trend filter Trailing stop crosses (with 50% opacity) indicate the current stop level without cluttering the chart ⚙️ Customizable Inputs PSAR parameters: Start, Increment, Maximum ATR length and multiplier SMA length Risk percentage per trade This strategy is ideal for traders who want to stay aligned with the trend, automate disciplined exits, and avoid emotional decision-making. Clean, simple, and powerful. Wishing you calm and successful trades!
Pine Script® stratejisi
kostastrovas tarafından
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® stratejisi
domesorawit tarafından
HEK Dinamik Fiyat Kanalı Stratejisi v1HEK Dynamic Price Channel Strategy Concept The HEK Dynamic Price Channel provides a channel structure that expands and contracts according to price momentum and time-based equilibrium. Unlike fixed-band systems, it evaluates the interaction between price and its balance line through an adaptive channel width that dynamically adjusts to changing market conditions. How It Works When the price reacts to the midline, the channel bands automatically reposition themselves. Touching the upper band indicates a strengthening trend, while touching the lower band signals weakening momentum. This adaptive mechanism helps filter out false signals during sudden directional changes, enhancing overall signal quality. Advantages ✅ Maintains trend continuity while avoiding overtrading. ✅ Automatically adapts to changing volatility conditions. ✅ Detects early signals of short- and mid-term trend reversals. Applications Directional confirmation in spot and futures markets. A supporting tool in channel breakout strategies. Identifying price consolidation and equilibrium zones. Note This strategy is intended for educational and research purposes only. It should not be considered financial advice. Always consult a professional financial advisor before making investment decisions. © HEK — Adaptive Channel Approach on Dynamic Market Structures 6 gün önce Sürüm Notları HEK Dynamic Price Channel Strategy Concept The HEK Dynamic Price Channel provides a channel structure that expands and contracts according to price momentum and time-based equilibrium. Unlike fixed-band systems, it evaluates the interaction between price and its balance line through an adaptive channel width that dynamically adjusts to changing market conditions. How It Works When the price reacts to the midline, the channel bands automatically reposition themselves. Touching the upper band indicates a strengthening trend, while touching the lower band signals weakening momentum. This adaptive mechanism helps filter out false signals during sudden directional changes, enhancing overall signal quality. Advantages ✅ Maintains trend continuity while avoiding overtrading. ✅ Automatically adapts to changing volatility conditions. ✅ Detects early signals of short- and mid-term trend reversals. Applications Directional confirmation in spot and futures markets. A supporting tool in channel breakout strategies. Identifying price consolidation and equilibrium zones. Note This strategy is intended for educational and research purposes only. It should not be considered financial advice. Always consult a professional financial advisor before making investment decisions. © HEK — Adaptive Channel Approach on Dynamic Market Structures
Pine Script® stratejisi
hekorucuklu tarafından
Option Buying Strategy By Raj PandyaThis strategy is designed for intraday trading on BankNifty using a powerful confluence of trend, structure and momentum. It combines the 9-period Exponential Moving Average (EMA) with Daily Traditional Pivot Points to identify high-probability breakout trades. A Long (CALL) signal is generated when price crosses and closes above both the 9 EMA and the Daily Pivot Point (PP), confirming upward trend strength. A Short (PUT) signal triggers when price crosses and closes below the 9 EMA and PP, signaling downside momentum. To reduce false signals, the strategy uses RSI with a moving average filter to ensure momentum aligns with price action. Risk management is built-in with previous candle high/low stop-loss, a fixed 50-point target, and an automatic trailing stop system to protect profits on trending days. This helps capitalize on strong momentum while managing risk effectively. This strategy works best on the 5-minute timeframe and is optimized for BankNifty futures/options. It aims to capture clean directional moves around key intraday value levels used by institutional traders.
Pine Script® stratejisi
rajpandya18477 tarafından
💻 RSI Dual-Band Reversal Strategy (Hacker Mode)This 💻 RSI Dual-Band Reversal Strategy (Hacker Mode) is a mean-reversion trading strategy built on the Relative Strength Index (RSI) indicator. It identifies potential trend reversals when price momentum reaches extreme overbought or oversold levels — then enters trades expecting the price to revert. ⚙️ Strategy Concept The RSI measures market momentum on a scale of 0–100. When RSI is too low, it signals an oversold market → potential buy. When RSI is too high, it signals an overbought market → potential sell. This strategy sets two reversal zones using dual RSI bands: Zone RSI Range Meaning Action Upper Band 80–90 Overbought Prepare to Sell Lower Band 10–20 Oversold Prepare to Buy 🧩 Code Breakdown 1. Input Parameters rsiLength = input.int(14) upperBandHigh = input.float(90.0) upperBandLow = input.float(80.0) lowerBandLow = input.float(10.0) lowerBandHigh = input.float(20.0) You can adjust: RSI Length (default 14) → sensitivity of the RSI. Upper/Lower Bands → control when buy/sell triggers occur. 2. RSI Calculation rsi = ta.rsi(close, rsiLength) Calculates the RSI of the closing price over 14 periods. 3. Signal Logic buySignal = ta.crossover(rsi, lowerBandHigh) sellSignal = ta.crossunder(rsi, upperBandLow) Buy Signal: RSI crosses up through 20 → market rebounding from oversold. Sell Signal: RSI crosses down through 80 → market turning from overbought. 4. Plotting RSI line (lime green) Bands: 🔴 80–90 (Sell Zone) 🟢 10–20 (Buy Zone) Gray midline at 50 for reference. Triangle markers for signals: 🟢 “BUY” below chart 🔴 “SELL” above chart 5. Trading Logic if (buySignal) strategy.entry("Buy", strategy.long) if (sellSignal) strategy.entry("Sell", CRYPTO:BTCUSD strategy.short OANDA:XAUUSD ) Opens a long position on a buy signal. Opens a short position on a sell signal. No explicit stop loss or take profit — positions reverse when an opposite signal appears. 🧠 How It Works (Step-by-Step Example) RSI drops below 20 → oversold → buy signal triggers. RSI rises toward 80 → overbought → sell signal triggers. Strategy flips position, always staying in the market (either long or short). 📈 Visual Summary Imagine the RSI line oscillating between 0 and 100: 100 ──────────────────────────────── 90 ───── Upper Band High (Sell Limit) 80 ───── Upper Band Low (Sell Trigger) 50 ───── Midline 20 ───── Lower Band High (Buy Trigger) 10 ───── Lower Band Low (Buy Limit) 0 ──────────────────────────────── When RSI moves above 80 → SELL When RSI moves below 20 → BUY ⚡ Strategy Profile Category Description Type Mean Reversion Entry Rule RSI crosses up 20 → Buy Exit/Reverse Rule RSI crosses down 80 → Sell Strengths Simple, effective in sideways/range markets, minimal lag Weaknesses Weak in strong trends, no stop-loss or take-profit logic 💡 Suggested Improvements You can enhance this script by adding: Stop loss & take profit levels (e.g., % or ATR-based). Trend filter (e.g., trade only in direction of 200 EMA). RSI smoothing to reduce noise.
Pine Script® stratejisi
TheCleverTraders tarafından
Trend Pullback System```{"variant":"standard","id":"36492","title":"Trend Pullback System Description"} Trend Pullback System is a price-action trend continuation model that looks to enter on pullbacks, not breakouts. It’s designed to find high-quality long/short entries inside an already established trend, place the stop at meaningful structure, trail that stop as structure evolves, and warn you when the trade thesis is no longer valid. Developed by: Mohammed Bedaiwi --------------------------------- HOW IT WORKS --------------------------------- 1. Trend Detection • The strategy defines overall bias using moving averages. • Bullish environment (“uptrend”): price above the slower MA, fast MA above slow MA, and the slow MA is sloping up. • Bearish environment (“downtrend”): price below the slower MA, fast MA below slow MA, and the slow MA is sloping down. This prevents trading against chop and focuses on continuation moves in the dominant direction. 2. Pullback + Re-entry Logic • The script waits for price to pull back into structure (support in an uptrend, resistance in a downtrend), and then push back in the direction of the main trend. • That “push back” is the setup trigger. We don’t chase the first breakout candle — we buy/sell the retest + resume. 3. Structural Levels (“Diamonds”) • Green diamond (below bar): bullish pivot low formed while the trend is bullish. This marks defended support. - Use it as a re-entry zone for longs. - Use it to trail a stop higher when you’re already long. - Shorts can take profit here because buyers stepped in. • Red diamond (above bar): bearish pivot high formed while the trend is bearish. This marks defended resistance. - Use it as a re-entry zone for shorts. - Use it to trail a stop lower when you’re already short. - Longs can take profit here because sellers stepped in. 4. Entry Signals • BUY arrow (green triangle up under the candle, text like “BUY” / “BUY Zone”): - LongSetup is true. - Trend is bullish or turning bullish. - Price just bounced off recent defended support (green diamond) and reclaimed short-term momentum. Meaning: enter long here or cover/exit shorts. • SELL arrow (red triangle down above the candle): - ShortSetup is true. - Trend is bearish or turning bearish. - Price just rolled down from defended resistance (red diamond) and lost short-term momentum. Meaning: enter short here or take profit on longs. These are the primary trade entries. They are meant to be actionable. 5. Weak Setups (“W” in yellow) • Yellow triangle with “W”: - A possible long/short idea is trying to form, BUT the higher-timeframe confirmation is not fully there yet. - Think of it as early pressure / early caution, not a full signal. • You usually watch these areas rather than jumping in immediately. 6. Exit Warning (orange “EXIT” label above a bar) • The strategy will raise an EXIT marker when you’re in a trade and the *opposite* side just produced a confirmed setup. - You’re short and a valid longSetup appears → EXIT. - You’re long and a valid shortSetup appears → EXIT. • This is basically: “Close or reduce — the other side just took control.” • It’s not just a trailing stop hit; it’s a regime flip warning. 7. Stop, Target, and Trailing • On every new setup, the script records: - Initial stop: recent swing beyond the defended level (below support for longs, above resistance for shorts). - Initial target: recent opposing swing. • While you’re in position, if new confirming diamonds print in your favor, the stop can trail toward the new defended level. • This creates structure-based risk management (not just fixed % or ATR). 8. Reference Levels • The strategy also plots prior higher-timeframe closes (last week’s close, last month’s close, last year’s close). These can behave as magnets or stall points. • They’re helpful for take-profit timing and for reading “are we trading above or below last month’s close?” 9. Momentum Panel (hidden by default) • Internally, the script calculates an SMI-style momentum oscillator with overbought/oversold zones. • This is optional visual confirmation and does not drive the core entry/exit logic. --------------------------------- WHAT A TRADE LOOKS LIKE IN REAL PRICE ACTION --------------------------------- Early warning • Yellow W + red diamonds + red down arrows = “This is getting weak. Short setups are here.” • You may also see something like “My Short Entry Id.” That’s where the short side actually engages. Bearish follow-through, then exhaustion • Price bleeds down. • Then the orange EXIT appears. → Translation: “If you’re still short, close it. Buyers are stepping in hard. Risk of reversal is now high.” Regime flip • Right after EXIT, multiple green BUY arrows fire together (“BUY”, “BUYZone”). • That’s the true long trigger. → This is where you either enter long or flip from short to long. Expansion leg • After that flip, price rips up for multiple candles / days / weeks. • While it runs: - Green diamonds appear under pullbacks → “dip buy zones / trail stop up here.” - More BUY arrows show on minor pullbacks → continuation long / scale adds. Distribution / topping • Later, you start seeing new yellow W triangles again near local highs. That’s your “careful, this might be topping” warning. • You finally get a hard red candle, and green diamonds stop stacking. → That’s where you tighten risk, scale out, or assume the move is mature. In plain terms, the model is doing the following for you: • It puts you short during weakness. • It tells you when to get OUT of the short. • It flips you long right as control changes. • It gives you a structure-based trail the whole way up. • It warns you again when momentum at the top starts cracking. That is exactly how the logic was designed. --------------------------------- QUICK INTERPRETATION CHEAT SHEET --------------------------------- 🔻 Red triangle + “Short Entry” near a red diamond → Short entry zone (or take profit on a long). 🟥 Red diamond above bar → Sellers defended here. Treat it as resistance. Good place to trail short stops just above that level. Avoid chasing longs straight into it. 🟨 Yellow W → Attention only. Early pressure / possible turn. Not fully confirmed. 🟧 EXIT (orange label) → The opposite side just printed a real setup. Close the old idea (cover shorts if you’re short, exit longs if you’re long). Thesis invalid. 🟩 Burst of green BUY triangles after EXIT → Long entry. Also a “cover shorts now” alert. This is the core money entry in bullish reversals. 💎 Green diamond below bar → Bulls defended that level. Good for trailing your long stop up, and good “buy the dip in trend” locations. 📈 Blue / teal MAs stacked and rising → Confirmed bullish structure. You’re in trend continuation mode, so dips are opportunities, not automatic exits. --------------------------------- COLOR / SHAPE KEY --------------------------------- • Green triangle up (“BUY”, “BUY Zone”): Long entry / cover shorts / continuation long trigger. • Red triangle down: Short entry / take profit on longs / continuation short trigger. • Orange “EXIT” label: Opposite side just fired a real setup. The previous trade thesis is now invalid. • Green diamond below price: Bullish defended support in an uptrend. Use for dip buys, trailing stops on longs, and objective cover zones for shorts. • Red diamond above price: Bearish defended resistance in a downtrend. Use for re-entry shorts, trailing stops on shorts, and objective scale-out zones for longs. • Yellow “W”: Weak / early potential setup. Watch it, don’t blindly trust it. • Moving average bands (fast MA, slow MA, Hull MA): When stacked and rising, bullish control. When stacked and falling, bearish control. --------------------------------- INTENT --------------------------------- This system is built to: • Trade with momentum, not against it. • Enter on pullbacks into proven structure, not chase stretched breakouts. • Automate stop/target logic around actual defended swing levels. • Warn you when the other side takes over so you don’t give back gains. Typical usage: 1. In an uptrend, wait for price to pull back, print a green diamond (support proved), then take the first BUY arrow that fires. 2. In a downtrend, wait for a bounce into resistance, print a red diamond (sellers proved), then take the first SELL arrow that fires. 3. Respect EXIT when it appears — that’s the model saying “this trade is done.” --------------------------------- DISCLAIMER --------------------------------- This script is for educational and research purposes only. It is not financial advice, investment advice, or a recommendation to buy or sell any security, cryptoasset, or derivative. Markets carry risk. Past performance does not guarantee future results. You are fully responsible for your own decisions, position sizing, risk management, and compliance with all applicable laws and regulations.
Pine Script® stratejisi
mbedaiwi2 tarafından
Iriza4 -DAX EMA+HULL+ADX TP40 SL205 MIN SKALP. Additional filters improve accuracy: the strategy blocks trades after too many consecutive bullish or bearish candles (streak filter) and ignores signals when price is too far from the EMA (measured by ATR distance). Each position uses a fixed risk-to-reward ratio of 1 : 2 with clear stop-loss and take-profit targets, without partial exits or breakevens. The goal is to identify clean pullbacks inside strong trends and filter out late or exhausted entries
Pine Script® stratejisi
Radoje1984 tarafından
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® stratejisi
Quant_Trading_Pro tarafından
Bollinger Bands Breakout StrategyHey guys check out this strategy script. Chart plotting: I use a classic plot of Bollinger Bands to define a consolidation zone, I also use a separate Trend Filter (SMA). Logic: When the price is above the SMA and above the Bollinger Upper Band the strategy goes Long. When the price is below the SMA and below the Bollinger Lower Band the strategy goes Short. Simple. Exits: TP and SL are a percentage of the price. Notes: This simple strategy can be used at any timeframe (I prefer the 15min for day trading). It avoids consolidation, when the price is inside the Bollinger Bands, and has a good success rate. Adjust the Length of the BB to suit your style of trading (Lower numbers=more volatile, Higher numbers=more restrictive). Also you can adjust the Trend Filter SMA, I presonally chose the 50 SMA. Finally the SL/TP can be also adjusted from the input menu. Test it for yourself! Have great trades!
Pine Script® stratejisi
kostastrovas tarafından
Golden Cross 50/200Simplicity characterizes each of my trading systems and methods. On this occasion, I present a trend-following strategy with simple rules and high profitability. System Rules: -Long entries when the 50 EMA crosses above the 200 EMA. -Stop Loss (SL) placed at the low of 15 candles prior to the entry candle. -Take Profit (TP) triggered when the 50 EMA crosses below the 200 EMA. As with any trend-following system, we sacrifice win rate for profitability, and of course, we will focus on traditional markets with a consistent trend-following nature over time. Recommended Markets and Timeframes: BTCUSDT H6 August 17, 2017 - October 20, 2025 Total trades: 30 Profitability: +1,682.99% Win rate: 40% Outperforms Buy & Hold BTCUSDT H4 August 17, 2017 - October 20, 2025 Total trades: 42 Profitability: +12,213.49% (high and stable performance curve) Win rate: 40% Outperforms Buy & Hold BTCUSDT H2 August 17, 2017 - October 20, 2025 Total trades: 95 Profitability: +2,363.80% Win rate: 24.21% Matches Buy & Hold BTCUSDT H1 August 17, 2017 - October 20, 2025 Total trades: 203 Profitability: +1,045% (stable performance curve) Win rate: 25.62% BTCUSDT 30M August 17, 2017 - October 20, 2025 Total trades: 393 Profitability: +4,205.51% (high and stable performance curve) Win rate: 27.74% Outperforms Buy & Hold BTCUSDT 15M August 17, 2017 - October 20, 2025 Total trades: 821 Profitability: +1,311.97% Win rate: 23.14% Timeframes such as Daily, 12-hour, 8-hour, and even 5-minute charts are profitable with this system, so feel free to experiment. Other markets and timeframes to observe include: -XAUUSD (H1, H4, H6, H8, Daily) -SPX (Daily: +21,302% profitability since 1871 in 40 trades) -Tesla (H1, H2, H4, H6, especially M30 and M15) -Apple (M5, M15, M30, H1, H2, H4…) -Warner Bros (M5, M15, M30…) -GOOGL (M5, M15, M30, H1, H2, H4, H6…) -AMZN (M5, M15, M30, H2, H4, H6…) -META (M5, M15, M30, H1, H2, H4…) -NVDA (M5, M15, M30, H1, H2, H4…) This system not only generates significant profitability but also performs very well in traditional markets, even on lower timeframes like 5-minute charts. In many cases, the returns far exceed Buy & Hold. I hope this strategy is useful to you. Follow my Spanish-speaking profile if you want to see my market analyses, and send me your good vibes!
Pine Script® stratejisi
Especulador96 tarafından
Moving Average Trend Strategy V4.1 — Revised Version (Selectable✅ **Version Notes (V4.0)** | Feature | Description | | --------------------------------------- | -------------------------------------------------------- | | 🧠 **Moving Average Type Options** | Choose from EMA / SMA / HMA / WMA | | 🧱 **Take-Profit / Stop-Loss Switches** | Can be enabled or disabled independently | | ⚙️ **Add Position Function** | Can be enabled or disabled independently | | 🔁 **Add Position Signal Source** | Selectable between MA Crossover / MACD / RCI / RSI | | 💹 **Adjustable Parameters** | All periods and percentages are customizable in settings | --- ✅ **Update Summary:** | Function | Description | | -------------------------------------- | --------------------------------------------------------------------- | | **MA Type Selection** | Choose EMA / SMA / HMA / WMA in chart settings | | **Take-Profit / Stop-Loss Percentage** | Configurable in the “Take-Profit & Stop-Loss” group | | **Add / Reduce Position Percentage** | Adjustable separately in the “Add/Reduce Position” group | | **MA Periods** | Customizable in the “Moving Average Parameters” section | | **Code Structure** | Logic unchanged — only parameterization and selection functions added | --- ### **Strategy Recommendations:** * **Trending Market:** Prefer EMA trend tracking or SAR indicators * **Range-Bound Market:** Use ATR-based volatility stop-loss * **Before Major Events:** Consider option hedging * **Algorithmic Trading:** Recommend ATR + partial take-profit combination strategy --- ### **Key Parameter Optimization Logic:** * Backtest different **ATR multipliers** (2–3× ATR) * Test **EMA periods** (10–50 periods) * Optimize **partial take-profit ratios** * Adjust **maximum drawdown tolerance** (typically 30–50% of profit) --- ### **Risk Control Tips:** * Avoid overly tight stop-losses that trigger too frequently * During strong trends, consider widening take-profit targets * Confirm trend continuation with **volume analysis** * Adjust parameters based on **timeframe** (e.g., Daily vs Hourly) --- ### **Practical Example (Forex: EUR/USD):** * **Entry:** Go long on breakout above 1.1200 * **Initial Stop-Loss:** 1.1150 (50 pips) * **When profit reaches 1.1300:** * Close 50% of position * Move stop-loss to 1.1250 (lock in 50 pips profit) * **When price rises to 1.1350:** * Move stop-loss to 1.1300 (lock in 100 pips profit) * **Final Outcome:** * Price retraces to 1.1300, triggering take-profit This method secured over **80% of trend profits** during the 2023 EUR rebound, capturing **23% more profit** compared to fixed take-profit strategies (based on backtest results).
Pine Script® stratejisi
shuan789 tarafından
Turtle Strategy - Triple EMA Trend with ADX and ATRDescription The Triple EMA Trend strategy is a directional momentum system built on the alignment of three exponential moving averages and a strong ADX confirmation filter. It is designed to capture established trends while maintaining disciplined risk management through ATR-based stops and targets. Core Logic The system activates only under high-trend conditions, defined by the Average Directional Index (ADX) exceeding a configurable threshold (default: 43). A bullish setup occurs when the short-term EMA is above the mid-term EMA, which in turn is above the long-term EMA, and price trades above the fastest EMA. A bearish setup is the mirror condition. Execution Rules Entry:  • Long when ADX confirms trend strength and EMA alignment is bullish.  • Short when ADX confirms trend strength and EMA alignment is bearish. Exit:  • Stop Loss: 1.8 × ATR below (for longs) or above (for shorts) the entry price.  • Take Profit: 3.3 × ATR in the direction of the trade. Both parameters are configurable. Additional Features  • Start/end date inputs for controlled backtesting.  • Selective activation of long or short trades.  • Built-in commission and position sizing (percent of equity).  • Full visual representation of EMAs, ADX, stop-loss, and target levels. This strategy emphasizes clean trend participation, strict entry qualification, and consistent reward-to-risk structure. Ideal for swing or medium-term testing across trending assets.
Pine Script® stratejisi
cyatophilum tarafından
SPY200SMA (+4%/-3%) TQQQ/QQQ STRATEGYSummary of the Improved Strategy: When the price of AMEX:SPY is +4% above the 200SMA BUY NASDAQ:TQQQ and when the price of SPY drops to -3% under the SPY 200SMA SELL everything and slowly DCA into NASDAQ:QQQ over the next 6-12 months or until price returns to +4% above the SPY 200SMA at which point you will go back into 100% TQQQ. Note: (if the price of QQQ goes 30% above the 200SMA of QQQ deleverage to QQQ or Sell to protect yourself from dot com level event) More info and stats -https://www.reddit.com/r/LETFs/comments/1nhye66/spy_200sma_43_tqqqqqq_long_term_investment/
Pine Script® stratejisi
freefighter07 tarafından
2
EMA Trend Buy sell strategyThis strategy is built to help investors get into a trend safely and smartly — without rushing and without getting in and out too often. When to Buy: First Signal – Small Step In (50% Buy) When the short-term trend (EMA 18) turns positive and goes above the medium trend (EMA 33), 👉 we buy half of our planned position. This is an early warning that a new upward trend might be starting. Second Signal – Full Confidence (Buy other 50%) If the medium-term trend (EMA 33) also crosses above the long-term (EMA 50), 👉 we buy the other half of the position. Now we’re more confident that the trend is real. When to Sell: First Warning – Reduce Position (Sell 50%) If EMA 33 falls below EMA 50, 👉 we sell half of the position to reduce risk. Trend Reversal – Exit Completely (Sell the rest) If EMA 18 also falls below EMA 33, 👉 we sell the remaining half and leave the trade fully. Why This Strategy? 📉 We don’t jump in all at once. → We wait for confirmation before going full in. ⏳ We stay in the trade as long as the trend is healthy. → No overtrading or reacting to small moves. 📊 We get out slowly, not suddenly. → This helps protect profits and avoid emotional decisions.
Pine Script® stratejisi
BULLBEARFL tarafından
BTC 5-MA Multi Cross Strategy By Hardik Prajapati Ai TradelabThis strategy is built around the five most powerful and commonly used moving averages in crypto trading — 5, 20, 50, 100, and 200-period SMAs (Simple Moving Averages) — applied on a 1-hour Bitcoin chart. Core Idea: The strategy aims to identify strong bullish trends by confirming when the price action crosses above all key moving averages. This alignment of multiple MAs indicates momentum shift and helps filter out false breakouts. ⸻ ⚙️ How It Works: 1. Calculates 5 Moving Averages: • 5 MA → Short-term momentum (fastest signal) • 20 MA → Near-term trend confirmation • 50 MA → Mid-term trend filter • 100 MA → Long-term trend foundation • 200 MA → Macro-trend direction (strongest support/resistance) 2. Buy Condition (Entry): • A Buy is triggered when: • The price crosses above the 5 MA, and • The closing price remains above all other MAs (20, 50, 100, 200) This signals that momentum is aligned across all time horizons — a strong uptrend confirmation. 3. Sell Condition (Exit): • The position is closed when price crosses below the 20 MA, showing weakness in short-term momentum. 4. Visual Signals: • 🟢 BUY triangle below candles → Entry signal • 🔴 SELL triangle above candles → Exit signal • Colored MAs plotted for trend clarity. ⸻ 📈 Recommended Usage: • Chart: BTC/USDT • Timeframe: 1 Hour • Type: Trend-following crossover strategy • Ideal for: Identifying major breakout moves and confirming trend reversals. ⸻ ⚠️ Notes: • This script is meant for educational and backtesting purposes only. • Always apply additional confirmation tools (like RSI, Volume, or VIX-style filters) before live trading. • Works best during trending markets; may produce whipsaws in sideways zones.
Pine Script® stratejisi
hpstudio3d tarafından
PG DMean & Price Sync ver 9.4 - ConsolidatedPG DMean & Price Sync Strategy (SD Filter) This strategy combines the momentum-oscillator properties of the Detrended Mean (DMean) with a Standard Deviation (SD) Price Filter for confirming trend direction, aiming to isolate high-conviction trades while actively managing risk. 🔑 Core Logic DMean Momentum Signal: The strategy's primary engine is the DMean, which measures the percentage difference between the current closing price and a longer-term Moving Average (price_ma). It is then smoothed by a DMean Signal line (MA of the DMean). Entry Signal: A trade is triggered when the DMean line crosses above (for Long) or below (for Short) its Signal Line, but it must clear a user-defined Dead Zone Threshold to confirm momentum commitment. SD Filter Confirmation (Price Sync): A Standard Deviation Channel, based on a separate user-defined price source and period, is used to filter trades. Long Filter: Allows Long entries only when the price is trading above the lower SD band, suggesting the current price action is stronger than the recent average volatility to the downside. Short Filter: Allows Short entries only when the price is currently below the Filter Basis (SMA), confirming a bearish stance within the SD channel. 🛡️ Risk & Exit Management Primary Exit: All trades are exited by reverse DMean Crossover/Crossunder, meaning the position is closed when the DMean momentum reverses against the open trade (e.g., DMean crosses under the Signal to exit a Long). Hard Stop Loss (Short Trades): A mandatory percentage-based Hard Stop Loss is implemented only for short positions to protect against sudden upward price spikes, closing the trade if the loss exceeds the set percentage. (Note: This version does not include a Hard SL for Long trades). 📊 Performance Dashboard A custom Performance Dashboard Table is displayed at the bottom right of the chart to provide real-time, at-a-glance comparison of the strategy's equity performance versus a simple Buy & Hold over the selected backtesting date range.
Pine Script® stratejisi
ipuneet tarafından
Not Your Daddy's EMA CrossoverNot Your Daddy's EMA Crossover - Quick Guide What It Does This isn't your typical 50/200 EMA crossover. It uses academically-proven, optimized EMA periods specifically backtested for crypto markets. Instead of generic settings, it adapts to different trading styles with research-backed parameter combinations that have demonstrated real returns. Core Logic Enters when fast EMA crosses slow EMA in the trend direction (confirmed by 200 SMA filter) Exits either on opposite EMA cross (trend-following) or at fixed profit targets (scalping) Uses a 200 SMA to filter trades - only longs above it, only shorts below it Key Settings & Toggles 1. Trading Style (Auto-adjusts EMA periods): "15 Min Scalping": 9/21 EMA - Fast-paced, frequent signals "1 Hour Swing": 13/48 EMA - For swing trading "Daily Trend": 15/150 MA - Captured +97.87% in bull runs 2. Entry Method: "Crossover Entry": Enters immediately on EMA cross "Pullback to EMA Entry": Waits for first pullback to slow EMA (better risk/reward) 3. Exit Method: "EMA Cross Exit": Trend-following, lets winners run until EMAs reverse "Fixed % Target (Scalping)": Quick 0.5-1% profits with tight stops 4. Optional Features: MACD Confirmation: Adds 6-15-1 MACD filter for higher-probability setups Periodic Compounding: Compounds every 30 hours (research shows 1-30 hour compounding is optimal) Recommended Timeframes 📊 Match your chart to your selection: Select "15 Min Scalping" → Use 15-minute chart Select "1 Hour Swing" → Use 1-hour chart Select "Daily Trend" → Use daily chart I personally like this on the daily, which coincidentally is printing a long signal today on Bitcoin. Enjoy!
Pine Script® stratejisi
MonkeyPhone tarafından