Mulai

Stochastic RSI (STOCH RSI)

RSI / Stoch RSI Combo (Overlay)RSI + Stoch RSI Overlay combines two of TradingView’s most-used momentum tools into a single clean oscillator pane: Relative Strength Index (RSI) for broader momentum/strength and Stochastic RSI (K/D) for faster timing signals. What you see RSI line (classic momentum/strength) Stoch RSI K & D lines (fast momentum/timing) Optional RSI zones (70/50/30) with gradient fills Optional Stoch RSI zones (80/50/20) with background fill Why it’s useful RSI is great to judge the “bigger” momentum regime, while Stoch RSI is great for entries/exits timing inside that regime. Overlaying both helps you quickly answer: Is momentum bullish/bearish overall (RSI)? Is price stretched or resetting (Stoch RSI 80/20 + K/D crosses)? Are reversals supported by RSI structure or just a quick Stoch RSI fluctuation? How it’s calculated RSI is calculated from the selected source (default: close) and length. Stoch RSI is calculated using the RSI values (not price), then smoothed into: - K = SMA of Stoch(RSI) over “K” smoothing - D = SMA of K over “D” smoothing Optional features RSI Smoothing: Add an RSI-based moving average (SMA/EMA/SMMA/WMA/VWMA) to reduce noise. Bollinger Bands on RSI MA: If “SMA + Bollinger Bands” is selected, bands are plotted around the smoothing MA. Divergence (optional): Enable classic regular bullish/bearish divergence detection on RSI (hidden by default to keep the UI clean) and use alert conditions. Signals traders often look for Trend bias: RSI above 50 = bullish pressure; below 50 = bearish pressure. Overbought/oversold: -> RSI 70/30 zones for broader momentum extremes -> Stoch RSI 80/20 zones for faster “stretch / reset” Timing: Stoch RSI K/D crosses near 20 or 80 can help time pullbacks or reversals—best when aligned with RSI context. Alerts Regular Bullish Divergence Regular Bearish Divergence (Enable “Calculate Divergence” in settings to activate.) Notes This is an oscillator tool, not a standalone trading system. Works on any market/timeframe; consider combining with structure/trend confirmation.
Indikator Pine Script®
oleh d_jaeger
MTF StochRSI Confluence + Box (1m/3m/9m signals, +1H/3H display)This indicator is a multi-timeframe Stochastic RSI confluence tool designed to help identify high-probability BUY and SELL zones using short-term momentum alignment, while also providing higher-timeframe context at a glance. Multi-timeframe StochRSI confluence indicator that triggers BUY/SELL signals only when 1m, 3m, and 9m align, with 1H and 3H shown for higher-timeframe context at a glance.
Indikator Pine Script®
oleh robt21
ALL-IN-ONE RSI System (Cloud Divergence Stoch RSI CM WVF)This indicator combines RSI Cloud structure, original RSI divergence logic, Stochastic RSI timing, and the original CM Williams Vix Fix into a single clean framework. It is designed to identify momentum shifts, divergences, and fear-based dip zones without repainting or overfitting. Key features: RSI Cloud with customizable overbought / oversold zones Original RSI divergence logic (regular & hidden) Stochastic RSI for timing confirmation Original CM Williams Vix Fix behavior (panic detection) Optional BUY / SELL labels with filters Fully customizable colors and visibility Best used as a decision-support system, not as a standalone signal generator. Not financial advise
Indikator Pine Script®
oleh ethem11
Multi Asset & Multi Timeframe Trend DashboardOverview The Multi-Asset & Multi-Timeframe Trend Dashboard is a comprehensive visual data terminal designed to provide a bird's-eye view of market sentiment across five different assets and seven distinct timeframes simultaneously. By consolidating 10 core technical indicators into a single table, it eliminates the need for "chart hopping" and helps traders identify high-probability trend alignment. How It Works The dashboard evaluates each asset based on a Scoring System ($-10$ to $+10$). For every timeframe, the script analyzes the following 10 conditions: Trend: EMA 20 > EMA 50Macro Trend: EMA 50 > EMA 200 Position: Price > EMA 200 MACD: MACD Line > Signal Line MACD Momentum: MACD Histogram > 0 RSI Momentum: RSI(14) > RSI SMA(14) RSI Level: RSI(14) > 50 Stochastics: Stoch K > D CCI: Commodity Channel Index > 0 Awesome Oscillator: AO > 0 Visual Logic & Features Indicator Dots (■): Represent the 10 individual technical conditions. Green indicates a bullish state; Red indicates a bearish state. Trend Arrows (▲/▼): Displays the aggregate directional bias of a timeframe based on the sum of the 10 dots. Neutral State (✖): If indicators are split 50/50 (Score of 0), a grey cross is displayed to indicate total market indecision. "ALL" Column: A macro-summary that aggregates scores across all four primary timeframes. Volatility Marker (•): A dot appearing next to the symbol name indicates that current ATR is higher than the historical average (user-defined threshold). Market Status Color: The symbol name background turns Green if the market is currently open and active, and Red if it is closed or stagnant. Technical Implementation This script utilizes request.security calls to fetch data across timeframes. To ensure performance and prevent repainting issues, all security calls are handled using the barstate.islast flag to only render the dashboard on the most recent bar. How to Use Alignment Trading: Look for "Full House" scenarios where all arrows (15m through Daily) are the same color. Scalping Bias: Use the "Mini Timeframes" (1m, 3m, 5m) to find entries that align with the higher timeframe trend shown in the main table. Volatility Filter: Only take trades when the volatility marker (•) is active to ensure there is enough "power" in the move.
Indikator Pine Script®
oleh realmacgyver77
5
Vix FIX dotsDescription Vix FIX Dots is a momentum and volatility-based trend-following tool. It combines the classic Williams VIX Fix logic with Stochastic and RSI filters to identify high-probability reversal points and trend exhaustion. Unlike the standard VIX Fix which is often displayed in a separate pane, this script overlays signals directly onto your chart as colorful dots to simplify the decision-making process. How it Works The script calculates the "Synthetic VIX" (Williams VIX Fix) to find market bottoms and volatility peaks. To reduce noise and false signals, it incorporates price action filters and trend-strength lookbacks. Signal Guide The indicator plots four distinct types of dots: Green Circle (Below Bar): Filtered Long Entry. This represents a standard buy signal where volatility has peaked and price action confirms a move up. Blue Circle (Below Bar): Aggressive Long Entry. A faster signal for traders looking to catch a move earlier, based on multi-candle lookbacks. Red Circle (Above Bar): Filtered Exit/Short. Indicates a standard trend exhaustion point. Orange Circle (Above Bar): Aggressive Exit/Short. A faster signal indicating the trend may be rolling over. Key Features Volatility Bands: Uses Bollinger Bands and Percentile calculations on the VIX Fix to identify extreme exhaustion. Price Action Filter: Signals only trigger if the current close outperforms a user-defined number of previous bars. Customizable Lookbacks: Fully adjustable settings for Stochastic and RSI filters to match your specific timeframe (M5, H1, D1, etc.).
Indikator Pine Script®
oleh ecowolfrb
Multi Asset + Multi Timeframe DashboardMulti Asset + Multi Timeframe Dashboard Overview This indicator is a multi-asset, multi-timeframe trend dashboard designed to provide a fast, structured overview of market direction across several instruments and timeframes at once. It combines five major assets with four configurable higher timeframes, evaluating each using a fixed set of 10 widely used technical indicators. The results are aggregated into a clear overall trend arrow, allowing traders to quickly assess alignment or divergence without chart clutter. What This Indicator Does For each symbol and timeframe, the script evaluates the following technical components: EMA trend structure (20 / 50 / 200) MACD line direction MACD histogram polarity RSI relative to its moving average RSI above/below 50 Stochastic K vs D Commodity Channel Index (CCI) Awesome Oscillator (AO) Each component contributes a bullish (+1), bearish (−1), or neutral (0) score. All scores are aggregated into a single overall trend direction, displayed as: ▲ Uptrend ▼ Downtrend ✖ Neutral / Mixed This process is repeated across four independent timeframes, giving a compact, multi-timeframe trend overview per asset. Key Features Multi-Asset Dashboard Monitor multiple markets simultaneously from a single table. Multi-Timeframe Analysis Four independently selectable timeframes per symbol. Indicator Aggregation Logic Combines multiple classic indicators into a single directional signal. Non-Intrusive Display Table-based output keeps the chart clean and readable. Who This Indicator Is For This tool is designed for traders who want: A high-level trend overview across assets Multi-timeframe confirmation Clear directional signals without stacking many indicators Immediate notification of meaningful trend changes It is not a standalone trading system, but a decision-support and market-context tool. Usage Notes The table display is optimized for 1-minute to 5-minute charts due to TradingView table rendering limits. The indicator is intended for analysis and alerting, not automated execution. All logic is transparent and based on well-known technical indicators. Disclaimer This indicator is provided for educational and informational purposes only. It does not constitute financial advice. Always combine it with proper risk management and independent analysis.
Indikator Pine Script®
oleh realmacgyver77
1
RSI + MACD (RSI Divergence) V3.2 RSI + MACD (RSI Divergence) This indicator combines RSI divergence detection with a scaled MACD overlay to help traders visualize momentum structure and divergence more clearly in a single pane. Instead of using RSI and MACD as isolated signals, this script focuses on relative movement, swing structure, and divergence logic, making it especially useful for discretionary traders who analyze momentum behavior rather than fixed indicator levels. ________________________________________ Key Features RSI Divergence Engine • Detects Regular Bullish / Bearish Divergence • Optional Hidden Divergence (for trend continuation) • Uses confirmed pivot logic (left/right lookback) to avoid repainting • Adjustable divergence range to filter weak or overly distant signals RSI is shifted by -50 to center it around zero, allowing better visual alignment with MACD without affecting divergence logic. ________________________________________ Scaled MACD Overlay (Visual Momentum Only) • MACD, Signal, and Histogram are rescaled dynamically to match the RSI oscillator range • Designed for wave structure, phase comparison, and momentum timing • Not intended as a traditional MACD signal generator • Helps identify momentum agreement or disagreement with RSI divergence ________________________________________ Clean & Practical Design • Single pane display (no chart clutter) • Color warnings for RSI overbought / oversold zones • Adjustable scaling lookback for different markets and timeframes • Optimized for smooth performance and non-repainting behavior ________________________________________ How to Use • Best used on indices, crypto, and liquid forex pairs • Combine RSI divergence signals with: o Market structure o Support / resistance o Trend context • Use the MACD overlay to: o Confirm momentum shifts o Spot early loss of strength o Compare oscillator phase alignment This indicator is best suited for analysis and confirmation, not mechanical entry signals. ________________________________________ Notes • MACD values are scaled for visualization only and do not represent real MACD values • Divergence signals are confirmation-based, not predictive • No repainting once pivots are confirmed ________________________________________ Who Is This For? • Swing traders • Momentum & divergence traders • Traders who prefer structure-based confirmation over raw indicator signals • Anyone who wants RSI & MACD behavior in a single, readable oscillator Enjoy and happy trading! DISCLAIMER This script is intended for informational and educational purposes only. It does not constitute financial, investment, or trading advice. All trading decisions made based on its output are solely the responsibility of the user
Indikator Pine Script®
oleh MKhoa
[RoyalNeuron] RSI-SMA [WidowMaker v1.0]Hey everyone,👋 This is WidowMaker v1.0 — my free take on a really clean, zero-lag smoothed RSI that actually helps you see momentum without all the noise. What makes it different: - Smoothed RSI (you pick SMA or EMA) so it doesn’t whipsaw as much as the default one - Green line when momentum is rising, red when it’s falling — super easy to read at a glance - Histogram turns solid green for strong upward push, solid red when things are fading - Very faint green background in oversold (buy zone) and faint red in overbought (caution zone) Quick way to use it: - Green line + solid green histogram near the bottom (oversold) → good spot for longs - Red line + solid red histogram near the top (overbought) → time to think about shorts or taking profit I made it because I was tired of cluttered indicators that look cool but don’t help much in real trading. I am thinking of an updated version, still thinking of what to add so that to add value. Would love your honest feedback — like it, use it, tell me what you’d add. More free tools on the way! Cheers, RoyalNeuron 👑 RSI, Smoothed RSI, Momentum, Oscillator, Overbought, Oversold, Histogram, Green Red, Free, Alerts
Indikator Pine Script®
oleh RoyalNeuron
EMA RSI Adaptive (v6) [Joy]I have taken Glaz's code and converted to V6. The main logic is not mine but taken from Glaz's code The EMA RSI Adaptive indicator smooths price with an EMA whose speed adjusts to RSI’s distance from its midpoint (50). When RSI strays far from 50 (higher momentum/volatility), the effective EMA period shrinks so the line hugs price. When RSI stays near 50 (quieter conditions), the period lengthens to filter noise. The target of the EMA update is an SMA of price (matching the original design), so you get a smoothed, adaptive trend line rather than a raw EMA of closes. Key mechanics (what’s happening under the hood): RSI distance: |RSI - 50| + 1 measures how “charged” momentum is. Bigger distance → faster adaptation. Dynamic period: a nonlinear mapping turns that RSI distance into an adjusted smoothing length. Adaptive EMA: ema = emaPrev + alpha * (SMA - emaPrev), where alpha = 2 / (1 + dynamicPeriod). Visuals: optional color shift—blue when the line is rising, magenta when falling. Practical use: Trend filter: rising line = bullish bias; falling line = bearish bias. Pullback tool: in trends, price tags or minor pierces of the adaptive line can mark pullback zones. Volatility-aware: it tightens in fast moves (tracks closer) and relaxes in chop (filters more). On very low timeframes or illiquid symbols, expect more whipsaw; lengthen the base EMA or RSI period to calm it. The color toggle is cosmetic; the adaptive line itself carries the signal.
Indikator Pine Script®
oleh Joy_Bangla
Multiple Time Frame Stoch-RSIThis indicator is designed to show users the values for default stochastic RSI and default RSI settings across multiple time frames. I have made many bad trades focusing too closely on one particular time frame and indicators that suggest the price will move one way, to be superseded by a higher timeframe pushing price in another direction. The timeframes are customisable so you can select your own timeframes, but the default timeframes chosen here are part of the BareNaked Crypto or Naked Nation strategy, looking at timeframes in multiples of 3 for lower timeframes. The idea in its simplest form is that when timeframes like the 3/6/9m are all over sold or over bought (coloured red or green) then it could be a suitable time to place an order. Or at least be more favourable for your trade. This indicator as with all indicators is designed as a tool to add to whatever arsenal of strategy or tools you are already using and does not constitute financial advice, just be cause 3/6/9m is in red or green does not guarantee that the trade will go your way. The orange on the timeframes are generally designed to show users where price can reverse so for example if the stochastic 3m is at 10 and in green, but the 9m is at 65 in orange, it could be that a push up is not finished and the 9m drop from oversold to 65 could be reversed due to a low 3m stochastic number and then 9m goes from 65 back up to 100, and vice versa. The arrows for direction also allow you to quickly deduce the direction of the stochastic RSI, ^ up, V down, and stable -. this should allow you to see if the stochastic has been rising and is beginning to turn around or not.
Indikator Pine Script®
oleh Rogmantrades
[SM-021] Gaussian Trend System [Optimized]This script is a comprehensive trend-following strategy centered around a Gaussian Channel. It is designed to capture significant market movements while filtering out noise during consolidation phases. This version (v2) introduces code optimizations using Pine Script v6 Arrays and a new Intraday Time Control feature. 1. Core Methodology & Math The foundation of this strategy is the Gaussian Filter, originally conceptualized by @DonovanWall. Gaussian Poles: Unlike standard moving averages (SMA/EMA), this filter uses "poles" (referencing signal processing logic) to reduce lag while maintaining smoothness. Array Optimization: In this specific iteration, the f_pole function has been refactored to utilize Pine Script Arrays. This improves calculation efficiency and rendering speed compared to recursive variable calls, especially when calculating deep historical data. Channel Logic: The strategy calculates a "Filtered True Range" to create High and Low bands around the main Gaussian line. Long Entry: Price closes above the High Band. Short Entry: Price closes below the Low Band. 2. Signal Filtering (Confluence) To reduce false signals common in trend-following systems, the strategy employs a "confluence" approach using three additional layers: Baseline Filter: A 200-period (customizable) EMA or SMA acts as a regime filter. Longs are only taken above the baseline; Shorts only below. ADX Filter (Volatility): The Average Directional Index (ADX) is used to measure trend strength. If the ADX is below a user-defined threshold (default: 20), the market is considered "choppy," and new entries are blocked. Momentum Check: A Stochastic RSI check ensures that momentum aligns with the breakout direction. 3. NEW: Intraday Session Filter Per user requests, a time-based filter has been added to restrict trading activity to specific market sessions (e.g., the New York Open). How it works: Users can toggle a checkbox to enable/disable the filter. Configuration: You can define a specific time range (Default: 09:30 - 16:00) and a specific Timezone (Default: New York). Logic: The strategy longCondition and shortCondition now check if the current bar's timestamp falls within this window. If outside the window, no new entries are generated, though existing trades are managed normally. 4. Risk Management The strategy relies on volatility-based exits rather than fixed percentage stops: ATR Stop Loss: A multiple of the Average True Range (ATR) is calculated at the moment of entry to set a dynamic Stop Loss. ATR Take Profit: An optional Reward-to-Risk (RR) ratio can be set to place a Take Profit target relative to the Stop Loss distance. Band Exit: If the trend reverses and price crosses the opposite band, the trade is closed immediately to prevent large drawdowns. Credits & Attribution Original Gaussian Logic: Developed by @DonovanWalll. This script utilizes his mathematical formula for the pole filters. Strategy Wrapper & Array Refactor: Developed by @sebamarghella. Community Request: The Intraday Session Filter was added to assist traders focusing on specific liquidity windows. Disclaimer: This strategy is for educational purposes. Past performance is not indicative of future results. Please use the settings menu to adjust the Session Time and Risk parameters to fit your specific asset class.
Strategi Pine Script®
oleh sebamarghella
Ehlers Dominant Cycle Stochastic RSIEhlers Enhanced Cycle Stochastic RSI OVERVIEW The Ehlers Enhanced Cycle Stochastic RSI is a momentum oscillator that automatically adjusts its lookback periods based on the dominant market cycle. Unlike traditional Stochastic RSI which uses fixed periods, this indicator detects the current cycle length and scales its calculations—making it responsive in fast markets and stable in slow ones. The indicator combines John Ehlers' digital signal processing research with the classic Stochastic RSI indicator, then adds a confirmation system to ensure cycle measurements are reliable. THE THEORY Traditional oscillators use fixed lookback periods (ie, 14-bar RSI). This creates a fundamental problem: markets don't move in fixed cycles. A 14-period RSI might capture the rhythm perfectly during one market phase, then completely miss it when conditions change. Ehlers' research demonstrated that price data contains measurable cyclical components. If you can detect the dominant cycle length, you can tune your indicators to match it—like tuning a radio to the right frequency. This indicator takes that concept further by using three independent cycle detection methods and only trusting the measurement when they agree: Hilbert Transform — A mathematical technique from signal processing that extracts cycle period from the phase relationship between price and its derivative. It is fast but can be noisy. Autocorrelation Periodogram — Measures how similar the price series is to lagged versions of itself. The lag with highest correlation reveals the dominant cycle. More stable than Hilbert, but slightly slower to adapt. Goertzel Algorithm (DFT) — A frequency-domain approach that calculates spectral power at each candidate period. Identifies which frequencies contain the most energy. When all three methods converge on similar period estimates, confidence is high. When they disagree, the market may be in a non-cyclical or in transition. HOW IT CHANGES THE STOCHASTIC RSI Standard Stochastic RSI: 1. Calculate RSI with fixed period (14 bars) 2. Apply Stochastic formula over fixed period (14 bars) 3. Smooth with fixed periods Ehlers Enhanced Cycle Stochastic RSI: 1. Detect dominant cycle using three methods 2. Confirm cycle measurement (methods must agree) 3. Calculate RSI with period scaled to the detected cycle 4. Apply Stochastic formula with cycle-scaled lookback 5. Smooth adaptively The result: when the market is cycling quickly (say, 15-bar cycles), the indicator uses shorter periods and responds faster. When the market stretches into longer cycles (such as 40-bar cycles), it automatically extends its lookback to avoid whipsaws. The Period Multipliers let you fine-tune this relationship: • 1.0 = Use the full detected cycle (smoother, fewer signals) • 0.5 = Use half the cycle (more responsive, catches turns earlier) INTERPRETATION Reading the Oscillator: • K Line (Blue) — The main signal line. Moves between 0 and 100. • D Line (Orange) — Smoothed version of K. Use for confirmation. • Above 80 — Overbought. Momentum stretched to upside. • Below 20 — Oversold. Momentum stretched to downside. • Crossovers — K crossing above D suggests bullish momentum shift; K crossing below D suggests bearish. Spectral Dilation (optional): When enabled, applies a bandpass filter before cycle detection. This isolates the frequency band of interest and reduces noise. Useful for: • Very noisy instruments • Lower timeframes • When confidence stays persistently low
Indikator Pine Script®
oleh B3AR_Trades
Stochastic BTC OptimizedEnhanced Stochastic for Bitcoin (BTC) – Optimized for Daily Timeframe This enhanced Stochastic oscillator is specifically fine-tuned for BTC/USD on the 1D timeframe, leveraging historical data from Bitstamp (2011–2025) to minimize false signals and maximize reliability in Bitcoin's volatile swings. Unlike the classic Stochastic (14, 3, 3), this version uses optimized parameters: - K Period = 21 – smoother reaction, better suited for BTC’s macro cycles - D Period = 3, Smooth K = 3 – reduces noise while preserving responsiveness - Overbought = 85, Oversold = 15 – accounts for BTC’s tendency to trend strongly within extreme zones without immediate reversal ✅ Smart Signal Logic: Buy/sell signals appear only when %K crosses %D inside the oversold (≤15) or overbought (≥85) zones, and only the first signal is shown to avoid whipsaws. Visual Enhancements: - Thick lines when %K/%D are in overbought/oversold zones - Green/red background highlights on valid signals - Optional up/down arrows for clear entry visualization - Customizable colors, line widths, and transparency 🔒 No alerts included – clean, focused on price action and momentum. 💡 Pro Tip: For even higher accuracy, use this indicator in combination with a long-term trend filter (e.g., EMA 200). The oscillator excels in ranging or retracement phases but should not be used alone in strong parabolic moves. Based on Mozilla Public License v2.0 – feel free to use, modify, and share. Perfect for swing traders and long-term Bitcoin analysts seeking high-probability reversal zones. перевод на русский Улучшенный Stochastic для Bitcoin (BTC) — оптимизирован для дневного таймфрейма Этот улучшенный осциллятор Stochastic специально настроен под BTC/USD на дневном графике, с учётом исторических данных Bitstamp (2011–2025), чтобы минимизировать ложные сигналы и повысить надёжность в условиях высокой волатильности биткоина. В отличие от классического Stochastic (14, 3, 3), эта версия использует оптимизированные параметры: - Период K = 21 — более плавная реакция, лучше соответствует макроциклам BTC - Период D = 3, Сглаживание K = 3 — снижает шум, сохраняя отзывчивость - Уровень перекупленности = 85, перепроданности = 15 — учитывает склонность BTC к сильным трендам в экстремальных зонах без немедленного разворота ✅ Интеллектуальная логика сигналов: Покупка/продажа отображается только при пересечении %K и %D внутри зоны перепроданности (≤15) или перекупленности (≥85), и только первый сигнал фиксируется, чтобы избежать «хлыстов». Улучшенная визуализация: - Жирные линии, когда %K/%D находятся в экстремальных зонах - Зелёный/красный фон при появлении сигналов - Опциональные стрелки для чёткого отображения точек входа - Настройка цветов, толщины линий и прозрачности 🔒 Без алертов — чистый инструмент, сфокусированный на цене и импульсе. 💡 Совет профессионала: для ещё большей точности используйте этот индикатор вместе с трендовым фильтром (например, EMA 200). Осциллятор лучше всего работает в фазах консолидации или отката, но не стоит применять его в одиночку во время сильных параболических движений. На основе Mozilla Public License v2.0 — свободно используйте, модифицируйте и делитесь. Идеален для свинг-трейдеров и аналитиков Bitcoin, ищущих зоны с высокой вероятностью разворота.
Indikator Pine Script®
oleh indexrate
Stochastic Hash Strat [Hash Capital Research]# Stochastic Hash Strategy by Hash Capital Research ## 🎯 What Is This Strategy? The **Stochastic Slow Strategy** is a momentum-based trading system that identifies oversold and overbought market conditions to capture mean-reversion opportunities. Think of it as a "buy low, sell high" approach with smart mathematical filters that remove emotion from your trading decisions. Unlike fast-moving indicators that generate excessive noise, this strategy uses **smoothed stochastic oscillators** to identify only the highest-probability setups when momentum truly shifts. --- ## 💡 Why This Strategy Works Most traders fail because they: - **Chase prices** after big moves (buying high, selling low) - **Overtrade** in choppy, directionless markets - **Exit too early** or hold losses too long This strategy solves all three problems: 1. **Entry Discipline**: Only trades when the stochastic oscillator crosses in extreme zones (oversold for longs, overbought for shorts) 2. **Cooldown Filter**: Prevents revenge trading by forcing a waiting period after each trade 3. **Fixed Risk/Reward**: Pre-defined stop-loss and take-profit levels ensure consistent risk management **The Math Behind It**: The stochastic oscillator measures where the current price sits relative to its recent high-low range. When it's below 25, the market is oversold (time to buy). When above 70, it's overbought (time to sell). The crossover with its moving average confirms momentum is shifting. --- ## 📊 Best Markets & Timeframes ### ⭐ OPTIMAL PERFORMANCE: **Crude Oil (WTI) - 12H Timeframe** - **Why it works**: Oil markets have predictable volatility patterns and respect technical levels **AAVE/USD - 4H to 12H Timeframe** - **Why it works**: DeFi tokens exhibit strong momentum cycles with clear extremes ### ✅ Also Works Well On: - **BTC/USD** (12H, Daily) - Lower frequency but high win rate - **ETH/USD** (8H, 12H) - Balanced volatility and liquidity - **Gold (XAU/USD)** (Daily) - Classic mean-reversion asset - **EUR/USD** (4H, 8H) - Lower volatility, requires patience ### ❌ Avoid Using On: - Timeframes below 4H (too much noise) - Low-liquidity altcoins (wide spreads kill performance) - Strongly trending markets without pullbacks (Bitcoin in 2021) - News-driven instruments during major events --- ## 🎛️ Understanding The Settings ### Core Stochastic Parameters **Stochastic Length (Default: 16)** - Controls the lookback period for price comparison - Lower = faster reactions, more signals (10-14 for volatile markets) - Higher = smoother signals, fewer trades (16-21 for stable markets) - **Pro tip**: Use 10 for crypto 4H, 16 for commodities 12H **Overbought Level (Default: 70)** - Threshold for short entries - Lower values (65-70) = more trades, earlier entries - Higher values (75-80) = fewer but higher-conviction trades - **Sweet spot**: 70 works for most assets **Oversold Level (Default: 25)** - Threshold for long entries - Higher values (25-30) = more trades, earlier entries - Lower values (15-20) = fewer but stronger bounce setups - **Sweet spot**: 20-25 depending on market conditions **Smooth K & Smooth D (Default: 7 & 3)** - Additional smoothing to filter out whipsaws - K=7 makes the indicator slower and more reliable - D=3 is the signal line that confirms the trend - **Don't change these unless you know what you're doing** --- ### Risk Management **Stop Loss % (Default: 2.2%)** - Automatically exits losing trades - Should be 1.5x to 2x your average market volatility - Too tight = death by a thousand cuts - Too wide = uncontrolled losses - **Calibration**: Check ATR indicator and set SL slightly above it **Take Profit % (Default: 7%)** - Automatically exits winning trades - Should be 2.5x to 3x your stop loss (reward-to-risk ratio) - This default gives 7% / 2.2% = 3.18:1 R:R - **The golden rule**: Never have R:R below 2:1 --- ### Trade Filters **Bar Cooldown Filter (Default: ON, 3 bars)** - **What it does**: Forces you to wait X bars after closing a trade before entering a new one - **Why it matters**: Prevents emotional revenge trading and overtrading in choppy markets - **Settings guide**: - 3 bars = Standard (good for most cases) - 5-7 bars = Conservative (oil, slow-moving assets) - 1-2 bars = Aggressive (only for experienced traders) **Exit on Opposite Extreme (Default: ON)** - Closes your long when stochastic hits overbought (and vice versa) - Acts as an early profit-taking mechanism - **Leave this ON** unless you're testing other exit strategies **Divergence Filter (Default: OFF)** - Looks for price/momentum divergences for additional confirmation - **When to enable**: Trending markets where you want fewer but higher-quality trades - **Keep OFF for**: Mean-reverting markets (oil, forex, most of the time) --- ## 🚀 Quick Start Guide ### Step 1: Set Up in TradingView 1. Open TradingView and navigate to your chart 2. Click "Pine Editor" at the bottom 3. Copy and paste the strategy code 4. Click "Add to Chart" 5. The strategy will appear in a separate pane below your price chart ### Step 2: Choose Your Market **If you're trading Crude Oil:** - Timeframe: 12H - Keep all default settings - Watch for signals during London/NY overlap (8am-11am EST) **If you're trading AAVE or crypto:** - Timeframe: 4H or 12H - Consider these adjustments: - Stochastic Length: 10-14 (faster) - Oversold: 20 (more aggressive) - Take Profit: 8-10% (higher targets) ### Step 3: Wait for Your First Signal **LONG Entry** (Green circle appears): - Stochastic crosses up below oversold level (25) - Price likely near recent lows - System places limit order at take profit and stop loss **SHORT Entry** (Red circle appears): - Stochastic crosses down above overbought level (70) - Price likely near recent highs - System places limit order at take profit and stop loss **EXIT** (Orange circle): - Position closes either at stop, target, or opposite extreme - Cooldown period begins ### Step 4: Let It Run The biggest mistake? **Interfering with the system.** - Don't close trades early because you're scared - Don't skip signals because you "have a feeling" - Don't increase position size after a big win - Don't revenge trade after a loss **Follow the system or don't use it at all.** --- ### Important Risks: 1. **Drawdown Pain**: You WILL experience losing streaks of 5-7 trades. This is mathematically normal. 2. **Whipsaw Markets**: Choppy, range-bound conditions can trigger multiple small losses. 3. **Gap Risk**: Overnight gaps can cause your actual fill to be worse than the stop loss. 4. **Slippage**: Real execution prices differ from backtested prices (factor in 0.1-0.2% slippage). --- ## 🔧 Optimization Guide ### When to Adjust Settings: **Market Volatility Increased?** - Widen stop loss by 0.5-1% - Increase take profit proportionally - Consider increasing cooldown to 5-7 bars **Getting Too Few Signals?** - Decrease stochastic length to 10-12 - Increase oversold to 30, decrease overbought to 65 - Reduce cooldown to 2 bars **Getting Too Many Losses?** - Increase stochastic length to 18-21 (slower, smoother) - Enable divergence filter - Increase cooldown to 5+ bars - Verify you're on the right timeframe ### A/B Testing Method: 1. **Run default settings for 50 trades** on your chosen market 2. Document: Win rate, profit factor, max drawdown, emotional tolerance 3. **Change ONE variable** (e.g., oversold from 25 to 20) 4. Run another 50 trades 5. Compare results 6. Keep the better version **Never change multiple settings at once** or you won't know what worked. --- ## 📚 Educational Resources ### Key Concepts to Learn: **Stochastic Oscillator** - Developed by George Lane in the 1950s - Measures momentum by comparing closing price to price range - Formula: %K = (Close - Low) / (High - Low) × 100 - Similar to RSI but more sensitive to price movements **Mean Reversion vs. Trend Following** - This is a **mean reversion** strategy (price returns to average) - Works best in ranging markets with defined support/resistance - Fails in strong trending markets (2017 Bitcoin, 2020 Tech stocks) - Complement with trend filters for better results **Risk:Reward Ratio** - The cornerstone of profitable trading - Winning 40% of trades with 3:1 R:R = profitable - Winning 60% of trades with 1:1 R:R = breakeven (after fees) - **This strategy aims for 45% win rate with 2.5-3:1 R:R** ### Recommended Reading: - *"Trading Systems and Methods"* by Perry Kaufman (Chapter on Oscillators) - *"Mean Reversion Trading Systems"* by Howard Bandy - *"The New Trading for a Living"* by Dr. Alexander Elder --- ## 🛠️ Troubleshooting ### "I'm not seeing any signals!" **Check:** - Is your timeframe 4H or higher? - Is the stochastic actually reaching extreme levels (check if your asset is stuck in middle range)? - Is cooldown still active from a previous trade? - Are you on a low-liquidity pair? **Solution**: Switch to a more volatile asset or lower the overbought/oversold thresholds. --- ### "The strategy keeps losing money!" **Check:** - What's your win rate? (Below 35% is concerning) - What's your profit factor? (Below 0.8 means serious issues) - Are you trading during major news events? - Is the market in a strong trend? **Solution**: 1. Verify you're using recommended markets/timeframes 2. Increase cooldown period to avoid choppy markets 3. Reduce position size to 5% while you diagnose 4. Consider switching to daily timeframe for less noise --- ### "My stop losses keep getting hit!" **Check:** - Is your stop loss tighter than the average ATR? - Are you trading during high-volatility sessions? - Is slippage eating into your buffer? **Solution**: 1. Calculate the 14-period ATR 2. Set stop loss to 1.5x the ATR value 3. Avoid trading right after market open or major news 4. Factor in 0.2% slippage for crypto, 0.1% for oil --- ## 💪 Pro Tips from the Trenches ### Psychological Discipline **The Three Deadly Sins:** 1. **Skipping signals** - "This one doesn't feel right" 2. **Early exits** - "I'll just take profit here to be safe" 3. **Revenge trading** - "I need to make back that loss NOW" **The Solution:** Treat your strategy like a business system. Would McDonald's skip making fries because the cashier "doesn't feel like it today"? No. Systems work because of consistency. --- ### Position Management **Scaling In/Out** (Advanced) - Enter 50% position at signal - Add 50% if stochastic reaches 10 (oversold) or 90 (overbought) - Exit 50% at 1.5x take profit, let the rest run **This is NOT for beginners.** Master the basic system first. --- ### Market Awareness **Oil Traders:** - OPEC meetings = volatility spikes (avoid or widen stops) - US inventory reports (Wed 10:30am EST) = avoid trading 2 hours before/after - Summer driving season = different patterns than winter **Crypto Traders:** - Monday-Tuesday = typically lower volatility (fewer signals) - Thursday-Sunday = higher volatility (more signals) - Avoid trading during exchange maintenance windows --- ## ⚖️ Legal Disclaimer This trading strategy is provided for **educational purposes only**. - Past performance does not guarantee future results - Trading involves substantial risk of loss - Only trade with capital you can afford to lose - No one associated with this strategy is a licensed financial advisor - You are solely responsible for your trading decisions **By using this strategy, you acknowledge that you understand and accept these risks.** --- ## 🙏 Acknowledgments Strategy development inspired by: - George Lane's original Stochastic Oscillator work - Modern quantitative trading research - Community feedback from hundreds of backtests Built with ❤️ for retail traders who want systematic, disciplined approaches to the markets. --- **Good luck, stay disciplined, and trade the system, not your emotions.**
Strategi Pine Script®
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