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MK 1 MIN EMA 9 / EMA 21 CrossoverEMA 9 / EMA 21 Crossover Strategy (1-Minute Scalping) This strategy is a clean, fast, and reliable EMA crossover system designed specifically for 1-minute intraday scalping. It uses only EMA 9 and EMA 21, keeping the chart uncluttered while delivering clear BUY and SELL signals based on momentum shifts. 🔹 How It Works BUY Signal: When EMA 9 crosses above EMA 21, indicating bullish momentum. SELL Signal: When EMA 9 crosses below EMA 21, indicating bearish momentum. Signals are confirmed visually using: On-chart BUY / SELL text labels Dynamic EMA color highlighting Smart legend (top-right) that remembers the last active signal 🎨 Visual Features EMA 9 plotted in green (turns bright on bullish trend) EMA 21 plotted in red BUY and SELL labels displayed directly on crossover candles Dynamic legend: BUY row stays green after bullish cross SELL row stays red after bearish cross Makes trend direction instantly clear, even on fast charts ⏱ Best Use Timeframe: 1-minute Suitable for: Index scalping Options scalping High-liquidity stocks & ETFs Works best during high-volume market hours
Strategi Pine Script®
oleh murali_kolipaka1306
EMA Crossover with Pine Logs2We are exclusively licensed Austria Guides and count on smaller groups – this is how communication with the guests works best. Exciting facts and a large portion of humour are part of our tours, just like a lot of experience and knowledge off the beaten track. We even infect die-hard Vienna connoisseurs with our enthusiasm for the city! If you want to get to know Vienna differently than the average tourist, then we are your perfect partner: We make sure that your travel stories are nowhere to be found.
Strategi Pine Script®
oleh agodovanik
TSM 1987 RSI + Supertrend + High Volume StrategyRSI + Supertrend + High Volume Strategy is a rule-based trading strategy designed to capture high-probability trend reversals and continuations using a combination of trend, momentum, and volume confirmation. The strategy uses Supertrend to identify the primary market direction, RSI to confirm momentum strength, and High Volume to validate participation from strong market players. Trades are triggered only when all conditions align, helping to filter out low-quality signals. Each BUY and SELL signal is plotted on the chart along with the exact trade date, and the script is fully compatible with TradingView’s Strategy Tester for backtesting performance across different markets and timeframes. 🔑 Core Logic BUY Supertrend turns bullish RSI is above the defined trend level Volume is significantly higher than average SELL Supertrend turns bearish RSI is below the defined trend level Volume confirms strong selling pressure 🎯 Best Use Works well for intraday and swing trading Suitable for stocks, indices, crypto, and forex Designed for trend-following with confirmation ⚠️ Disclaimer This strategy is for educational purposes only. Always use proper risk management and stop-loss. Past performance does not guarantee future results.
Strategi Pine Script®
oleh SARAVANANTamilShareMarket
TSM RSI + Supertrend + High Volume Strategy (BACKTESTED) 1987RSI + Supertrend + High Volume Strategy is a rule-based trading strategy designed to capture high-probability trend reversals and continuations using a combination of trend, momentum, and volume confirmation. The strategy uses Supertrend to identify the primary market direction, RSI to confirm momentum strength, and High Volume to validate participation from strong market players. Trades are triggered only when all conditions align, helping to filter out low-quality signals. Each BUY and SELL signal is plotted on the chart along with the exact trade date, and the script is fully compatible with TradingView’s Strategy Tester for backtesting performance across different markets and timeframes. Core Logic BUY Supertrend turns bullish RSI is above the defined trend level Volume is significantly higher than average SELL Supertrend turns bearish RSI is below the defined trend level Volume confirms strong selling pressure 🎯 Best Use Works well for intraday and swing trading Suitable for stocks, indices, crypto, and forex Designed for trend-following with confirmation ⚠️ Disclaimer This strategy is for educational purposes only. Always use proper risk management and stop-loss. Past performance does not guarantee future results.
Strategi Pine Script®
oleh SARAVANANTamilShareMarket
AI Adaptive Trend Navigator Strategy Echo EditionAI Adaptive Trend Navigator Strategy This is a professional long-only automated strategy optimized for Taiwan Index Futures (TX). Based on the LuxAlgo clustering framework, this version features advanced logic iteration for institutional-grade backtesting and execution. 1. Realistic Cost Modeling To ensure backtest reliability, this strategy is pre-configured with: Slippage: 2 ticks (Approx. 400 TWD per side). Commission: 100 TWD per side. Total Cost: 500 TWD per side. This provides a rigorous stress test for real-world trading environments. 2. State Consistency & Logic Continuity Optimized the underlying array handling to ensure "State Persistence." This eliminates the logic gaps common in real-time script execution, ensuring that historical signals are 100% consistent with live alerts. 3. Adaptive AI Clustering Utilizes K-means clustering to dynamically select the optimal ATR factors based on current market volatility, allowing the strategy to "evolve" as market regimes shift. 🧠 開發理念：追求實戰一致性的量化策略 本策略旨在為台指期（TX）提供一套具備真實參考價值的自動化系統。 ✨ Echo 版核心優化點 數據連續性迭代：修正底層邏輯，確保訊號在即時盤勢中穩定不跳斷。 真實交易成本模擬：預設 2 點滑價 與 單邊 100 TWD 手續費，單邊總成本對標 500 TWD，拒絕虛假神單，挑戰最嚴苛的回測環境。 台指期專屬參數調校：融入針對台灣市場波動特性的預設參數與過濾邏輯。 🛡️ 進階實戰過濾 空間緩衝區 (Buffer Strategy)：價格需有效突破緩衝區才觸發，精準過濾盤整雜訊。 AI 信心評分系統：只有當動能穩定度達標時才會發進場訊號。 冷卻保護機制：有效抑制訊號在洗盤區間過度頻繁跳動。 ⚠️ Disclaimer: Backtest results do not guarantee future performance.
Strategi Pine Script®
oleh EchoQuan
5
Euro Day StrategyThis is a false breakout reversal strategy that fades short-term breakouts when they conflict with longer-term momentum. Here's the detailed breakdown: Strategy Overview Type: Counter-trend/Fade strategy disguised as breakout trading Core Logic: Enter against immediate breakouts when longer-term momentum suggests the move is exhausted. Strategy Classification This is a FADE/EXHAUSTION strategy, NOT a breakout-following strategy Enters against the immediate breakout direction Bets on mean reversion when short-term price action diverges from longer-term momentum Works best in ranging/choppy markets where breakouts frequently fail Will get hurt in strong trending markets where breakouts are genuine This strategy is designed for intraday mean-reversion trading on instruments that tend to range (likely forex or futures). It requires markets where false breakouts are common and price tends to snap back quickly.
Strategi Pine Script®
oleh trungnam2101998
Uptrend Pullback (High Winrate-ish) - RSI + EMA + ATR TrailUptrend Pullback Strategy (EMA Filter + RSI Reversal + ATR Trailing Stop) Description This strategy is designed for rising markets and trades long only. It uses a simple trend filter and a pullback entry: Trend filter: An uptrend is defined when EMA(50) > EMA(200) and price is above EMA(200). Trades are allowed only under these conditions. Entry (buy the dip): A long position is opened when RSI crosses up above a user-defined pullback level (default 40), suggesting a pullback is ending and momentum is recovering. Exits: Take profit: Close the position when RSI reaches an overbought level (default 70). Risk management: A dynamic ATR-based trailing stop follows price upward to lock in gains. Hard stop: An additional ATR-based stop acts as a safety net to limit downside risk. Notes Parameters (EMA lengths, RSI levels, ATR multipliers) are fully configurable. This is a demo/reference strategy for research and optimization; results depend strongly on the symbol and timeframe. If you want, I can also write a shorter “one-liner” description and a set of tag keywords for the publish page.
Strategi Pine Script®
oleh momomonga
SOFT Speed & Linearity Strategy (MTF) LIVE & BACKTESTSOFT Speed × Linearity Strategy (MTF – LIVE & BACKTEST) This strategy detects clean impulsive moves by combining real-time price speed with directional quality (linearity). It is designed for intraday markets such as Gold (XAUUSD), Nasdaq, and Crypto (ETH, BTC), where acceleration quality matters more than raw indicators. 🔹 Core Concepts 1️⃣ Speed ($ per second) Measures how fast price is moving Expressed in $/second, not points or ticks Two execution modes: LIVE → real-time intra-candle speed using elapsed seconds BACKTEST → historical approximation using (Close − Open) / candle duration 2️⃣ Linearity Score (1 → 5) Evaluates movement quality inside the candle: Net progress vs adverse excursion Identifies one-way impulses vs noisy back-and-forth moves Interpretation 1–2 → choppy / rotational 3 → acceptable 4–5 → clean impulse (higher continuation probability) 🔹 Visual Panel Histogram bars = Speed × Linearity Color reflects directional quality Optional info label displays: Execution mode (LIVE / BACKTEST) Analysis timeframe Linearity score Direction Speed ($/s) No drawings are placed on candles. 🔹 Entry Logic Configurable conditions: Minimum linearity score Minimum speed Direction aligned with candle movement Long / Short / Both modes Optional cooldown between signals ⚠️ Speed thresholds are separated for LIVE and BACKTEST to reflect their different nature. 🔹 Exit Modes (Selectable) A — Symmetric Exit when entry conditions are no longer valid. B — Hysteresis (default) Exit only after controlled degradation: Linearity falls below a lower threshold Or speed drops below a lower threshold C — Momentum Exit when speed no longer supports the trade direction (speed ≤ 0). Optional add-ons: Exit on opposite signal Exit on speed channel re-entry 🔹 Multi-Timeframe (MTF) Default analysis timeframe: 15 minutes Optional lock to chart timeframe Safety rule for public use: If chart timeframe < 15m, analysis remains on 15m Prevents misleading ultra-fast recalculations 🔹 LIVE vs BACKTEST (Important) LIVE mode uses true intra-candle acceleration BACKTEST mode uses an approximation to allow reproducible historical testing Results between LIVE and BACKTEST are not identical by design This is intentional and clearly separated. 🔹 Alerts Available alerts: BUY SELL EXIT Speed channel breakout ALL events Compatible with TradingView webhooks. 🔹 Intended Use This is not a trend indicator. This is not a prediction tool. It is a momentum quality detector, useful to: Validate breakouts Filter false accelerations Trade continuation, not anticipation ⚠️ Disclaimer This script is for educational and research purposes only. It does not constitute financial advice. Always test, adapt parameters to your market, and manage risk.
Strategi Pine Script®
oleh st_serreau
_mr_beach Liquidity Sweep + VWAP V2 Trend Filter, Presets_mr_beach Liquidity Sweep + VWAP Reversal V2 (Trend Filter, Presets) Overview This strategy models a common institutional market behavior: Liquidity is taken above the previous day’s high or below the previous day’s low, followed by a return toward fair value (VWAP) and a reversal in the direction of the dominant trend. The script is designed as a TradingView Strategy for systematic backtesting and optimization. ________________________________________ Core Logic • Liquidity Levels o Previous Day High o Previous Day Low Used as typical stop-liquidity zones. • Fair Value o VWAP is used as confirmation that price has returned to a fair value area. • Trend Filter o EMA-based trend direction filter to avoid counter-trend trades. ________________________________________ Trading Rules Trend Filter • Long trades only when price closes above EMA. • Short trades only when price closes below EMA. Liquidity Sweep • Bullish sweep: Price trades below Previous Day Low. • Bearish sweep: Price trades above Previous Day High. Entry Confirmation • Long o Sweep below Previous Day Low o Close back above Previous Day Low o Close above VWAP • Short o Sweep above Previous Day High o Close back below Previous Day High o Close below VWAP ________________________________________ Risk Management • Stop Loss: ATR-based • Take Profit: ATR-based • Risk automatically adapts to market volatility. • All multipliers are user-adjustable. ________________________________________ Preset Profiles The script includes ready-to-use preset profiles: • Index – conservative, session-based, one trade per day • Forex – session-filtered, moderate volatility settings • Crypto – higher volatility parameters, no session filter • Custom – fully manual configuration Presets control EMA length, ATR settings, SL/TP multipliers, session usage, and trade frequency. ________________________________________ Session & Trade Control • Optional session filter (default: US regular session) • Optional one trade per day limit to reduce overtrading and noise ________________________________________ Chart Elements • EMA (trend direction) • VWAP (fair value) • Previous Day High / Low (liquidity zones) ________________________________________ Alerts • Long setup: Liquidity sweep + VWAP reversal • Short setup: Liquidity sweep + VWAP reversal ________________________________________ Recommended Usage • Markets: Indices, liquid stocks, Forex majors, crypto • Timeframes: 5m and 15m • Parameters should be optimized per market and timeframe. ________________________________________ Disclaimer This script is for educational and backtesting purposes only. It does not constitute financial advice. Performance depends on market conditions, timeframe, fees, and execution. Tags: Liquidity, VWAP, EMA, Reversal, Sweep, Smart Money, ICT, ATR, Strategy
Strategi Pine Script®
oleh ReneHerkert
1
_mr_beach Liquidity Sweep + VWAP ReversalLiquidity Sweep + VWAP Reversal (Trend Filter, Session, 1 Trade per Day) Overview This strategy models a common institutional market behavior: liquidity is taken above the previous day’s high or below the previous day’s low, followed by a return toward fair value (VWAP) and a reversal in the direction of the prevailing trend. Designed as a TradingView strategy for structured backtesting in the Strategy Tester. Core Components Liquidity Levels: Previous Day High / Previous Day Low Fair Value Reference: VWAP Trend Filter: EMA (default: 200) Volatility-Based Risk: ATR Trading Rules Trend Filter Long only when price closes above EMA Short only when price closes below EMA Liquidity Sweep Bullish sweep: Low < Previous Day Low Bearish sweep: High > Previous Day High Entry Confirmation Long: After a sweep below the Previous Day Low, price closes back above the level and above VWAP Short: After a sweep above the Previous Day High, price closes back below the level and below VWAP Risk Management Stop Loss: ATR-based (slATR) Take Profit: ATR-based (tpATR) Automatically adapts to changing market volatility Session & Trade Frequency Optional session filter (default: 09:30–16:00 exchange time) Optional one trade per day limit to reduce overtrading Chart Elements EMA (trend direction) VWAP (fair value) Previous Day High / Low (liquidity zones) Alerts Long setup: Liquidity sweep + VWAP reversal Short setup: Liquidity sweep + VWAP reversal Recommended Usage Markets: Indices, liquid stocks, Forex majors, crypto Timeframes: 5m, 15m Note: Parameters such as ATR multipliers and session settings should be optimized per market Disclaimer This is a backtesting strategy, not financial advice. Results depend on market conditions, timeframe, fees, and slippage. Tags: Liquidity, VWAP, EMA, Reversal, Sweep, Smart Money, ICT, ATR, Strategy
Strategi Pine Script®
oleh ReneHerkert
Daily & Intraday Trend Alignment Strategy (KOSPI)This strategy is designed for the KOSPI market, focusing on the synergy between daily price action and intraday momentum. It is specifically backtested on KODEX 200 Leverage (122630) with a realistic capital of 10,000,000 KRW. Key Logic: Trend Alignment: The script identifies the daily trend by comparing the current price with the previous day's close. Execution: It enters a position only when the intraday candle (15M or 60M) aligns with the daily trend. LONG: Daily Bullish + Intraday Bullish Close. SHORT: Daily Bearish + Intraday Bearish Close. Risk Management: - Follows TradingView House Rules by limiting risk to 10% of equity per trade. Includes realistic 0.04% commission and 2-tick slippage. Features built-in Stop Loss and Take Profit levels. Intraday Focus: Automatically closes all positions at 14:50 KST to avoid overnight market gaps.
Strategi Pine Script®
oleh Lab106
Kill Zone Intraday Momentum Strategy"Re-published in full compliance with TradingView House Rules, featuring realistic risk management and backtesting parameters." This script is an intraday trend-following strategy optimized for the KOSPI market, specifically tested on KODEX 200 Leverage (122630). It utilizes the "Kill Zone" concept to determine the market's directional bias for the day. ### Strategy Logic The strategy focuses on the first hour of the Korean market opening (09:00 - 10:00 KST). Directional Identification: The script analyzes the 1-hour candle formed between 09:00 and 10:00. If the candle is Bullish (Close > Open), it establishes a LONG bias. If the candle is Bearish (Close < Open), it establishes a SHORT bias. Entry Timing: At exactly 10:00 AM, the strategy executes an entry based on the identified bias. Users can toggle between the 1H Close or the 15M Close for the entry price. Exit Strategy (EOD): To mitigate overnight gap risks, all positions are forcibly closed at a user-defined "End of Day" hour (Default: 15:00 KST). ### Realistic Backtesting Parameters To provide transparent and non-misleading results, this strategy adheres to strict risk management: Initial Capital: 10,000,000 KRW Risk Per Trade: 10% of total equity (Sustainable risk management). Cost Simulation: Includes a 0.04% commission and 2 ticks of slippage to reflect actual exchange conditions. Tested Symbol: Optimized for 122630 (KODEX 200 Leverage) on a 15-minute timeframe. ### How to Use Set your chart timezone to Asia/Seoul. Apply the script to a lower timeframe (e.g., 15 minutes) to see the Kill Zone highlights and labels. Use the Dashboard on the top right to monitor real-time statistics like Win Rate and Net Profit. ------- 본 스크립트는 KOSPI 시장의 개장 초기 변동성(Kill Zone)을 활용한 일중 추세 추종 전략입니다. KODEX 200 레버리지(122630) 종목에서 자본금 1,000만 원을 기준으로 최적화되었습니다. 9시부터 10시까지의 1시간봉 방향성을 바탕으로 당일의 매수/매도 우위를 판단하며, 장 마감 시점에 모든 포지션을 정리하여 오버나잇 리스크를 배제합니다. 하우스 룰 준수를 위해 자산의 10%만을 진입 수량으로 설정하고 수수료와 슬리피지를 반영하여 현실적인 백테스트 결과를 제공합니다.
Strategi Pine Script®
oleh Lab106
Mean Reversion Mirror📌 Mean Reversion Mirror — Multi‑Level Mean Reversion Strategy Mean Reversion Mirror is an advanced modular mean‑reversion strategy built around dynamic and static deviation levels from a moving average. The strategy automatically scales into positions across six levels (LONG and SHORT), using both dynamic MA‑based deviation levels and static levels that lock in after entry. 🔍 Core Concept Price tends to revert toward its mean. This strategy exploits that behavior by opening an initial base entry at the first deviation and adding positions as the imbalance grows. Each additional level improves the average entry price and increases the probability of exiting profitably. ⚙️ Key Features 📈 Six Dynamic Deviation Levels Levels are calculated as percentage deviations from a selected MA (WMA, SMA, EMA, RMA, HMA). This makes the strategy adaptive to volatility and market structure. 📉 Six Static Levels Once triggered, each level becomes fixed and no longer changes. This creates a stable averaging grid independent of future MA movement. 🎯 Flexible Take‑Profit System fixed take‑profit or trailing take‑profit with dynamic offset 🖐 Manual Entry Support You can manually set a price for LONG or SHORT, and the strategy will execute the base entry automatically. 📊 Rich Visualization dynamic deviation levels static levels dotted “last chance” levels average position price take‑profit line compact mini‑table with key position metrics 📦 Two Operating Modes STK Mode — fixed unit size Classic Mode — quantity calculated from USD value 🧠 Entry Logic The strategy uses sequences B1–B6 (LONG) and S1–S6 (SHORT): B1/S1 — base entry B2–B6 / S2–S6 — averaging entries as deviation increases L6/S6 — “last chance” level with its own size Each level activates only after the previous one. 📌 Who This Strategy Is For mean‑reversion traders grid/averaging system users pullback‑based investors traders who want clear visual levels users who prefer manual control over entry points ⚠️ Disclaimer This strategy is not financial advice. Always backtest and adjust parameters according to your risk tolerance before using it in live markets.
Strategi Pine Script®
oleh olegask68
Trade Manager + MOST RSI📌 Trade Manager + MOST RSI — Adaptive Position Management Strategy Overview This strategy combines the MOST‑RSI trend‑reversal model with a fully customizable position management system. It is designed for traders who want a flexible, visual, and systematic approach to scaling into positions, managing risk, and automating exits. The script supports both automatic entries (based on MOST‑RSI signals) and manual entries (user‑defined price levels), making it suitable for hybrid discretionary + algorithmic trading. ✨ Key Features MOST‑RSI Entry Logic Adaptive RSI‑based trend detection VAR‑smoothed moving average Automatic LONG/SHORT signal generation Configurable sensitivity through MOST Percent, MA Type, and RSI Length Smart Position Management Initial order + cascading Safety Orders (SO) Adjustable deviation, step scaling, and volume scaling Independent LONG and SHORT deviation settings Breakeven after N safety orders Automatic TP placement based on average entry price Clean Visual Structure TP lines visible only when a position is open NEXT SO level with dynamic labeling Average price line with subtle styling Transparent background zones for TP, SO, and AVG Real‑time mini‑table showing position metrics Manual Entry Mode Set custom LONG/SHORT entry levels Automatic line drawing One‑click reset Perfect for discretionary setups 📊 Recommended Timeframes 1H — balanced 4H — conservative MOST‑RSI adapts well across different market conditions. 🔧 Optimization Recommendations 1. Deviation (%) Trending markets: 4–7% Ranging markets: 2–3% Optimize LONG and SHORT separately 2. Safety Order Volume Scale Typical range: 1.3–1.6 Higher = faster averaging, higher risk 3. Safety Order Step Scale 1.4–1.7 for safer spacing 1.1–1.3 for tighter spacing 4. Take‑Profit Volatile assets: 2–5% Stable assets: 1.5–2% 5. Risk Management Max SO: 5–10 depending on volatility More SO = safer but more capital required 6. MOST‑RSI Parameters RSI Length: 14 MA Length: 5 MOST Percent: 7–12% 7. Backtesting Use at least 1 year of data Include high‑volatility periods 8. Drawdown Control If drawdown is too high: Lower SO volume scale Reduce max SO Increase SO step scale 📌 Disclaimer This script does not guarantee profits and is not financial advice. Always test strategies on historical data and use proper risk management.
Strategi Pine Script®
oleh olegask68
Uptrick: Price Memory Trend StrategyHere are clear, structured notes explaining the Pine Script code — the simplified "LSTM-like" trend predictor you were given earlier. Overall Purpose of the Script The script tries to imitate LSTM memory behavior (long-term memory + selective forgetting/updating) using only Pine Script's basic math and variables — because real LSTM neural networks (with matrices, multiple gates, backpropagation) are not possible in Pine. It creates a persistent memory line that: slowly forgets old information, selectively accepts new price information, tries to act as a trend-following / regime-detecting centerline. Then it uses momentum of this memory line + deviation size to decide whether the market is in an uptrend or downtrend. Key Sections Explained 1. Inputs (tunable parameters) pinescriptmemoryStrength = input.float(0.14, "Forget Gate strength (like 1-f)", step=0.01, minval=0.01, maxval=0.99) inputGate = input.float(0.22, "Input Gate strength", step=0.01, minval=0.01, maxval=1.0) cellDecay = input.float(0.965, "Cell state decay", step=0.001, minval=0.8, maxval=0.999) lookback = input.int(21, "Lookback for momentum", minval=5) sensitivity = input.float(1.35, "Trend sensitivity multiplier", step=0.05) ParameterWhat it controlsTypical effectHigher value means…memoryStrengthHow aggressively old memory is forgottenControls "forget gate" strengthForgets faster, more responsiveinputGateHow much new price is allowed into memoryControls how much price influences cellMemory follows price more closelycellDecayNatural fading of long-term memory per barPrevents memory from living foreverLower = memory fades fasterlookbackPeriod for momentum and deviation calculationSmoothness of trend detectionLonger = smoother, fewer signalssensitivityHow strong momentum must be to flip trendFinal trigger strictnessHigher = fewer but stronger signals 2. Memory Variables (the "LSTM core") pinescriptvar float cell = na // long-term memory ≈ cell state C var float hidden = na // short-term state ≈ hidden state h if bar_index == 0 cell := price hidden := price cell → tries to act like LSTM cell state (long memory) hidden → tries to act like LSTM hidden state (what we actually observe/use) 3. Simplified Gates pinescriptforget = math.tanh(hidden * memoryStrength) i_gate = math.tanh(price * inputGate) candidate = price - hidden forget — value between -1 and +1, but we treat higher positive = forget more i_gate — how much new info we want to accept candidate — the new information we could add (difference from current hidden) Very crude approximation — real LSTM uses sigmoid + learned weights. 4. Core LSTM-like Update Rule pinescriptcell := cell * (1 - forget) + candidate * i_gate cell := cell * cellDecay hidden := cell * 0.65 + price * 0.35 This is the heart of the "fake LSTM": Keep (1 – forget) of old cell Add a portion (i_gate) of the candidate change Apply slow exponential decay (cellDecay < 1) Hidden state = mix between long memory and current price → base = hidden becomes our smoothed, memory-aware centerline. 5. Trend Detection Logic pinescriptmom = ta.change(base, lookback) // how much did memory move in last N bars? dev = math.abs(price - base) // how far is price from memory center? avgDev = ta.ema(dev, lookback * 2) // smoothed deviation size trendScore = (mom / avgDev) * sensitivity // normalized momentum × sensitivity Normalizes momentum by current volatility/deviation High positive → strong upward memory movement → likely uptrend High negative → strong downward memory movement → likely downtrend 6. Trend State Machine (non-repainting flip) pinescriptvar int trend = 0 // 1 = Up, -1 = Down, 0 = Neutral bullCondition = trendScore > 1.0 and trendScore <= 1.0 bearCondition = trendScore < -1.0 and trendScore >= -1.0 if bullCondition trend := 1 else if bearCondition trend := -1 else trend := nz(trend ) Only changes trend when crossing the threshold from the other side Prevents flickering / frequent flipping Persistent until strong opposite signal appears 7. Visualization Summary Background tint (light green/red) Thick memory line (changes color with trend) Dashed ±1.6× deviation bands Big up/down labels on trend flips Alert conditions on every new trend direction Quick Tuning Guide GoalSuggestionFewer but stronger signals↑ sensitivity (1.6–2.2), ↑ lookback (30–60)More responsive / earlier entries↑ inputGate, ↓ cellDecay, ↓ memoryStrengthSmoother memory line↓ inputGate, ↑ cellDecay (0.98+)Better in choppy markets↑ lookback, ↑ sensitivityBetter in trending markets↓ lookback, moderate sensitivity (~1.2–1.5) Most Important Takeaway This is not a real LSTM — it's a hand-crafted, analog-style memory filter inspired by LSTM ideas. It tries to combine: slow-adapting memory (like EMA but with forgetting control) selective update depending on current deviation momentum-of-memory as trend strength Many traders find this kind of memory line more "intelligent" than simple moving averages when tuning the forget/input/decay parameters to match the market personality.
Strategi Pine Script®
oleh shravanreddy0808
London Breakout Optimized PFBest Practices: Only take trades in trend and above/below VWAP Avoid trading in low-volume or sideways markets Use it for intraday 5-min charts (15-min for trend confirmation) Track trades in a Trading Journal → improves discipline Entry Rules: Long (Buy): Price above EMA21 & VWAP → bullish trend EMA slope positive → strong trend confirmation Pullback to entry zone OR breakout above resistance Volume above 1.3× average → avoids weak moves Short (Sell): Price below EMA21 & VWAP → bearish trend EMA slope negative → strong downtrend Pullback to entry zone OR breakout below support Volume above 1.3× average Exit Rules: Stop-Loss: ATR-based, dynamic (tight for fewer losses) Take Profit: Risk × 3 (3:1 R:R) Automatically handled by the strategy (strategy.exit)
Strategi Pine Script®
oleh RamonBosch072
Trade Manager + DivergenceTrade Manager + Divergence — Smart Entry & Automated Risk Control Trade Manager + Divergence is a versatile trading strategy that combines automated RSI divergence detection, manual level entries, and a multi‑layered safety‑order system with advanced risk management. It is designed for traders who want precise technical entries supported by fully automated position handling. 🔍 Key Features 1. RSI Divergence Entry Module The strategy automatically detects: Bullish divergence (Higher Low on RSI + Lower Low on price) Bearish divergence (Lower High on RSI + Higher High on price) Additional options include: Divergence strength filtering MA200 trend filter Visual divergence markers on the chart 2. Manual Entry Levels You can define: A manual LONG entry price A manual SHORT entry price Automatic removal of the level after entry Perfect for traders who prefer to work from key zones they identify themselves. 3. Multi‑Level Safety Order System The strategy supports: Initial base order Up to 8 safety orders Volume scaling Step scaling All parameters are fully customizable: Order size Distance between orders Scaling coefficients Maximum number of safety orders 4. Automated Take Profit Take profit is calculated from the average position price: Separate TP settings for LONG and SHORT TP levels displayed directly on the chart 5. Breakeven Mechanism After a specified number of safety orders, the strategy can: Automatically close the position at breakeven Include exchange fees in the calculation 6. Mini Status Panel A compact table in the top‑right corner shows: Position size Position value Number of open trades Current PnL Equity This makes monitoring your position simple and intuitive. ⚙️ Clean and Organized Settings All inputs are grouped into clear sections: General Entry Mode Divergence Settings Manual Levels Risk Management Each parameter includes a tooltip explaining its purpose. 📌 Disclaimer This script does not guarantee profits and is not financial advice. Always test strategies on historical data and use proper risk management.
Strategi Pine Script®
oleh olegask68
ATR# ATR Trailing Stop Multi-Strategy v7 with Pivot & GST ## Overview A comprehensive multi-indicator trading strategy that combines multiple technical analysis approaches with sophisticated risk management. The strategy uses a confirmation-based system where trades are executed only when multiple indicators agree on the direction. ## Core Strategy Logic ### Signal Confirmation System - **Entry Condition**: Requires at least 3 confirmation points from different indicators - **Weighted Indicators**: - Dow Theory (Weight: 2 points) - ATR Trailing Stop (Weight: 2 points) - Gaussian Smooth Trend (Weight: 1 point) - KAMA (Weight: 1 point) - VWMA (Weight: 1 point) - Alligator (Weight: 1 point) ### Exit Conditions - **Profit Exit**: When opposite signals achieve 3+ confirmation points - **Stop Loss**: Fixed percentage stop loss (configurable) - **Filter-Based Exit**: Signals from individual indicators when filters are violated ## Technical Indicators ### 1. Dow Theory Filter - Analyzes volume and volatility conditions - Uses SMA 20/50 crossovers for trend direction - Volume must exceed MA by threshold (default: 1.5x) - NATR must exceed threshold (default: 1.0%) ### 2. ATR Trailing Stop System - Three ATR-based trailing lines (Fast/Medium/Slow) - Fast: ATR(5) × 0.5 multiplier - Medium: ATR(10) × 1.5 multiplier - Slow: ATR(20) × 3.0 multiplier - State changes when medium line crosses slow line ### 3. Gaussian Smooth Trend (GST) - Advanced smoothing using DEMA, Gaussian filter, and SMMA - Includes standard deviation bands for volatility filtering - Multiple color schemes available for visualization ### 4. KAMA (Kaufman Adaptive Moving Average) - Two KAMA lines with different lengths (10, 24) - Adaptive smoothing based on market volatility - Signals generated on crossovers ### 5. VWMA (Volume Weighted Moving Average) - Price weighted by volume - Signals on price crossing VWMA ### 6. Alligator Indicator - Three SMMA lines (Jaw/Teeth/Lips) - Standard Williams Alligator settings - Signals based on line alignment and price position ## Entry Block Filters ### ADX Filter (Optional) - Filters trades based on trend strength - Configurable min/max values for long and short positions - Default: ADX between 15-60 ### RSI Filter (Optional) - Additional RSI-based filtering - Separate ranges for long and short positions - Default Long: RSI 20-70, Short: RSI 30-80 ### NATR Filter (Optional) - Filters based on normalized ATR - Ensures minimum volatility for valid signals - Default Long/Short: NATR 0.5-5.0% ## Additional Filters ### CCI Filter - Filters signals based on CCI momentum - Oversold condition for longs: CCI > -100 and rising - Overbought condition for shorts: CCI < 100 and falling ### Volatility Filter - Minimum ATR percentage requirement - Default: 0.3% minimum ATR/price ratio ### Distance Filter - Minimum distance from Alligator lips in pips - Ensures sufficient movement before entry - Default: 10 pips minimum ## Pivot Points Support - Multiple pivot point calculation methods: - Traditional - Fibonacci - Woodie - Classic - DM - Camarilla - Multiple timeframe support (Daily, Weekly, Monthly, etc.) - Visual display of pivot levels and labels ## Risk Management ### Stop Loss - Configurable percentage-based stop loss - Default: 2.5% - Applied immediately on entry ### Position Management - Single position only (no pyramiding) - Position tracking with P/L calculation - Visual exit lines for individual indicator signals ## Visual Features ### Signal Display - Colored arrows for each indicator signal - Entry/Exit labels with price information - Horizontal exit lines for visual confirmation - All indicators can be toggled on/off ### Color Schemes - GST with multiple color modes - Customizable pivot point colors - Consistent color coding across indicators ## Alerts - Entry alerts for both long and short positions - Exit alerts for both profit and stop loss exits - Individual indicator alerts available ## Settings Overview ### Strategy Settings - Dow Theory thresholds (Volume, NATR) - Stop loss percentage - ATR Trailing parameters - Indicator toggles and weights ### Filter Settings - Entry block filters (ADX, RSI, NATR) - CCI parameters - Volatility and distance filters ### Visual Settings - Show/hide indicators - Arrow and label display - Color scheme selection ### Pivot Settings - Calculation method - Timeframe - Level colors and visibility ## Usage Recommendations ### Timeframes - Works on all timeframes - Pivot points automatically adjust to timeframe - Recommended: 15-minutes and above ### Market Conditions - Best in trending markets - Multiple filters help avoid choppy conditions - Volume confirmation adds reliability ### Customization - Adjust confirmation thresholds for more/less aggressive trading - Modify filters based on market volatility - Fine-tune stop loss based on risk tolerance ## Performance Notes - Strategy uses close prices for order execution - Maximum 500 labels to prevent chart clutter - All calculations in real-time - Historical backtesting supported ## Important Notes - Past performance doesn't guarantee future results - Test thoroughly before live trading - Adjust parameters for specific instruments - Consider commission and slippage in backtesting
Strategi Pine Script®
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