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ค่าเฉลี่ยเคลื่อนที่แบบเอกซ์โพเนนเชียล (EMA)

W/D/4HR OTE Aligner (V6) - Alerts This indicator is a multi-timeframe (MTF) alignment and Optimal Trade Entry (OTE) alert tool designed for discretionary manual trading on the 15-minute timeframe. Here is a description of its core functionality: W/D/4HR OTE Aligner (V6) - Alerts This custom TradingView indicator assists manual traders by identifying high-probability trading setups that meet specific structural and momentum criteria across multiple timeframes. It does not place trades automatically but generates a "Trade Signal" used for setting up reliable alerts. Key Features: Multi-Timeframe Bias Confirmation: The indicator uses a 50-period Exponential Moving Average (EMA) to confirm that the Weekly, Daily, and 4-Hour timeframes are all aligned in the same direction (all above for bullish, all below for bearish). This provides a strong directional bias. OTE Zone Identification: It dynamically calculates recent swing highs and lows on the 4-hour chart (using reliable pivot detection) and highlights the Optimal Trade Entry (OTE) zone, typically centered around the 0.618 Fibonacci Retracement level. 15-Minute Entry Signal: Once price enters the OTE zone within the aligned trend direction, the indicator looks for a confirmation entry signal on the 15-minute chart, specifically a 9-period EMA crossing the 20-period EMA. Manual Alert System: A transparent "Trade Signal" plot provides the trigger source for a manual TradingView alert, notifying the user exactly when all criteria are met for a potential long or short trade entry. This indicator is a tool for finding precise entry points within dominant, confirmed trends. for clarity i built this using Google AI to help with being away from the charts it reflects how i wish to progress on my journey so any tips or feed back with me much appreciated
อินดิเคเตอร์ Pine Script®
โดย andy17784
2
Kalman Exponential SuperTrendThe Kalman Exponential SuperTrend is a new, smoother & superior version of the famous "SuperTrend". Using Kalman smoothing, a concept from the EMA (Exponential Moving Average), this script leverages the best out of each and combines it into a single indicator. How does it work? First, we need to calculate the Kalman smoothed source. This is a kind of complex calculation, so you need to study it if you want to know how it works precisely. It smooths the source of the SuperTrend, which helps us smooth the SuperTrend. Then, we calculate "a" where: n = user defined ATR length a = 2/(n+1) Now we calculate the ATR over "n" period. Classical calculation, nothing changed here. Now we calculate the SuperTrend using the Kalman smoothed source & ATR where: kalman = kalman smoothed source ATR = Average True Range m = Factor chosen by user. Upper Band = kalman + ATR * m Lower Band = kalman - ATR * m Now we just smooth it a bit further using the "a" and a concept from the EMA. u1 = Upper Band a bar ago l1 = Lower Band a bar ago u = Upper Band l = Lower Band Upper = u1 * (1-a) + u * a Lower = l1 * (1-a) + u * a When the classical (not Kalman) source crosses above the Upper, it indicates an uptrend. When it crosses below the Lower, it indicates a downtrend. Methodology & Concepts When I took a look at the classical SuperTrend => It was just far too slow, and if I made it faster it was noisy as hell. So I decided I would try to make up for it. I tried the gaussian, bilateral filter, but then I tried kalman and that worked the best, so I added it. Now it was still too noisy and unconsistent, so I revisited my knowledge of concepts and picked the one from the EMA, and it kinda solved it. In the core of the indicator, all it does is combine them in a really simple way, but if you go more deeply you see how it fits the puzzlé really well. It is not about trying out random things´=> but about seeking what it is missing and trying to lessen its bad side. That is the entire point of this indicator => Offer a unique approach to the SuperTrend type, that lessen the bad sides of it. I also added different plotting types, this is so everyone can find their favorite Enjoy Gs! Thanks @BackQuant for making a open source Kalman code <3
อินดิเคเตอร์ Pine Script®
โดย MisinkoMaster
JRockets MACDThis is my favorite indicator, that I use as one of my conformations before entering a trade in the 15M timeframe This MACD is tailor made by me to work efficient, consistent, and effectively. I back tested tons of times, it helps if you're entering too early, late and even get faked out. The MACD is by far my favorite and one and only indicator, and here's why. The MACD contains 2 EMA lines where it gives me a signal on when to buy or sell. If the Blue line crosses the red line on the bottom of the indicator its giving buy signals as long as the blue line stays on top, and when the red line crosses the blue line on top of the indicator its giving sell signals as long as the redline stay on top. Be sure to pay attention to the candle stick patterns as well and has to be around key levels. What makes this a better signal as well, the MACD has a built-in momentum hologram, some see it as overbought/undersold, or volume indicator. By combining the momentum hologram with your buy/sell ema will prevent you from entering a trade in the wrong area. The momentum hologram is almost self-explanatory, when there is buying pressure, the hologram turns blue, the darker the blue the stronger the momentum as well as the length of the hologram, once is start losing momentum it starts to turn to a lighter blue. Eventually a light red to a solid red showing momentum for a strong sell, this works vice versa. Combing all that at once and built instincts it becomes very effective. You can also use the EMA signals as divergence, but I don't really trade with divergence but could possibly give you conformation. Using the MACD is like having 3-4 indicators in one with all of them working fluent together. I have the MACD locked on the 15M timeframe because that's where it works more accurately. You can make the EMA lines a bit thicker to be easier to see. I would change the MACD visible for the 15M timeframe only or 1M to 1H timeframe. I hope this indicator helps you, as it did for me. You can simply click add on your charts on the top left to get this free indicator. Peace out and enjoy! Be sure to share, this indicator with your friends as it may help someone out.
อินดิเคเตอร์ Pine Script®
โดย JRockets
15
Evil's Two Legged IndicatorA pullback strategy indicator designed for scalping. This attempts to Identify classic 2-leg pullback patterns and filters out signals during choppy market conditions for better signals. How It Works: The indicator detects when price forms two pullback legs (swing lows in an uptrend or swing highs in a downtrend) near key support/resistance zones, then signals when reversal confirmation occurs. Equal-level pullbacks (double bottoms/tops) are marked as stronger signals. Features: Channel Options: Donchian (default), Linear Regression, or ATR Bands Configurable EMA: For trend confirmation (default 21) Adjustable Leg Detection: Swing lookback period for different timeframes Equal Level Detection: Highlights stronger setups where both legs terminate at similar prices Three Chop Filters (can be combined): ADX Filter — suppresses signals when ADX is below threshold (default 25) EMA Slope Filter — suppresses signals when EMA is flat Chop Index Filter — suppresses signals when Chop Index indicates ranging conditions Signal Types: Standard signals: 2-leg pullback detected with trend confirmation Strong signals (highlighted): 2-leg pullback with equal highs/lows — higher probability setup Recommended Use: Best suited for scalping on 1-5 minute chart. Designed for 1.5:1 risk/reward setups. Settings Guide: Increase "Swing Lookback" for fewer, higher-quality signals Adjust "Equal Level Threshold" to fine-tune what counts as a double bottom/top Enable/disable chop filters based on your market and timeframe Use "Show Strong Signals Only" to filter for highest conviction setups
อินดิเคเตอร์ Pine Script®
โดย evilTexan
Momentum Trend & Ignition DashboardDescription Rationale & Originality Traders often struggle with chart clutter, needing separate indicators for Moving Averages, Volume anomalies, and Fundamental stats (like 52-week highs or Float). This script solves this problem by creating a unified "Momentum Dashboard." It is not just a collection of averages; it is a purpose-built tool for Breakout and Trend Following strategies (such as CAN SLIM or VCP). The uniqueness of this script lies in its "Confluence Logic": it allows a trader to instantly validate a setup by checking three pillars simultaneously without changing tabs: Trend: Are the key MAs (20, 50, 100, 200) stacked correctly? Ignition: Is there a "Power Play" (Big Price Move + Heavy Volume) occurring right now? Stats: Is the stock near its 52-week high, and does it have a supportive Up/Down Volume Ratio? How It Works (Detailed Calculations) 1. Custom Trend Ribbon (4x MA Mix): The script plots 4 independent Moving Averages. Innovation: Unlike standard inputs, each MA can be individually toggled between SMA (Simple) or EMA (Exponential). This allows traders to mix "Fast" trend lines (e.g., 10 or 20 EMA) with "Slow" institutional lines (e.g., 50 or 200 SMA) in one overlay. 2. "Purple Dot" Ignition Detection: This features a custom detection algorithm for "Ignition Bars." Logic: It compares the current candle's Close to the previous Close. If the move exceeds a user-defined threshold (default 5%) AND the Volume exceeds a fixed liquidity threshold (default 500k), a Purple Dot is plotted. This filters out "low volume drift" and highlights true institutional participation. 3. Relative Volume (RVol) Engine: Calculates the ratio of Current Volume to the 50-period SMA of Volume. Visuals: If the ratio exceeds the user threshold (e.g., 1.5x average), the dashboard highlights the data, and optionally the chart bars, alerting the trader to unusual activity. 4. Statistical Dashboard (Data Panel): Using request.security, the panel fetches daily timeframe data regardless of the chart view. 52-Week & 13-Week H/L: Calculates the percentage distance from these key levels to gauge overhead supply. U/D Ratio: Calculates the sum of volume on "Up Days" vs. "Down Days" over 50 periods. A value > 1.0 suggests institutional accumulation. Float %: (Stocks Only) Fetches financial data to show the percentage of shares available for trading. How to Use This Script This script is designed for Trend Following and Breakout Trading: The Setup: Use the Data Panel to find stocks with a U/D Ratio > 1.0 and price within 15% of the 52-Week High. The Trend: Ensure price is above the MA 2 (set to 50 SMA) and MA 4 (set to 200 SMA) to confirm a Stage 2 uptrend. The Trigger: Watch for the Purple Dot. If a Purple Dot appears as price breaks out of a consolidation (base), it confirms institutional buying. Use the RVol panel to confirm that volume is at least 1.5x normal levels. Risk Management: Use the MA 1 (set to 20 EMA) as a trailing stop-loss during strong trends. Settings & Configuration MAs: Fully adjustable Length and Type (SMA/EMA). Big Move (Purple Dot): Adjust the % Move based on asset volatility (e.g., use 3% for Large Caps, 10% for Crypto). Table: The data panel is fully dynamic. You can toggle specific rows (like Float or SMA distance) On/Off to save screen space, and position it anywhere on the chart. Credits & References The concept of Relative Volume (RVol) and U/D Ratio is derived from standard Volume Analysis used by William O'Neil. The "Big Move" combined with Volume thresholds is based on standard Volume Spread Analysis (VSA) concepts regarding "Effort vs. Result." Financial data fetch (Float) utilizes TradingView's built-in financial() library.
อินดิเคเตอร์ Pine Script®
โดย atticsalt
EMA Slope - RSI Indicator# EMA Slope - RSI Indicator ## Script Description (for Publishing Page) **EMA Slope - RSI Indicator** combines normalized EMA slope momentum analysis with RSI divergence detection and momentum comparison to create a visual signal indicator with five distinct signal types. The indicator's originality lies in its unique "No Trade Zone" (NTZ) concept applied to slope momentum, combined with centered RSI format for direct comparison, and multiple complementary signal methods that work together to identify both trend-following and reversal opportunities across different market conditions. **Core Concept - EMA Slope Normalization:** Calculates rate of change of long MA (default 160 EMA) by comparing current value to N bars ago (default 3 bars). Raw slope difference normalized to -100 to +100 scale using 500-bar rolling range: normalizedSlope = 100 * (longMA - longMA ) / (highest(maDF, 500) - lowest(maDF, 500)). Creates consistent momentum oscillator comparable across price levels and timeframes. **No Trade Zone (NTZ) Logic:** NTZ (±8 default) creates neutral zone where slope momentum is too weak for reliable signals. Indicator only triggers NTZ Cross signals when slope crosses out of threshold zone, ensuring signals occur only when momentum is sufficiently strong. **Centered RSI Format (RSI-50):** Traditional RSI (0-100 range) difficult to compare with slope. This indicator uses centered RSI = (RSI - 50), creating -50 to +50 range zero-centered on same scale as normalized slope. Enables direct visual and mathematical comparison between RSI and slope momentum, enabling Slope-RSI exhaustion detection and RSI-Slope Oscillator signals. **Component Integration:** Five signal types target different market conditions. NTZ Cross and Acceleration target trend-following when momentum strong. RSI Divergence and Slope-RSI Divergence target reversals when price/momentum diverge. RSI-Slope Oscillator targets momentum alignment when RSI and slope converge. Multi-method approach provides signals across trending, reversing, and ranging markets. ### 📊 Technical Calculations **Slope Normalization:** maDF = longMA - longMA , normalized: maDf = 100 * maDF / (highest(maDF, 500) - lowest(maDF, 500)), ranges -100 to +100. **Acceleration Detection:** maAcce = abs(maDf - maDf ) * smoothBars * 2, normalized: maAcc = 50 * maAcce / highest(maAcce, 200). Values above threshold (35 display, 40 signals) indicate sudden momentum shifts. Visualized as colored circles: cyan (bullish), red (bearish). **RSI Calculation:** rsi = sma(rsi(source, length), smoothing), centered: cRsi = rsi - 50 (ranges -50 to +50). Smoothed using SMA (default 3 bars) to reduce noise. **RSI Divergence:** Uses pivot high/low detection on smoothed RSI. Pivot lookback = 16 - sensitivityInput (inverse: sensitivity 6 = 10-bar lookback, sensitivity 10 = 6-bar lookback). Compares price pivots (actual high/low including wicks) against RSI pivots. Bullish: priceLowerLow AND rsiHigherLow. Bearish: priceHigherHigh AND rsiLowerHigh. Stores multiple previous pivots (default 8 max) for comparison. **Slope-RSI Exhaustion:** Compares normalized slope against centered RSI on same scale. Bearish: slope accelerating up (delta > 0, slope > NTZ) BUT RSI declining (cRsi < cRsi AND cRsi < cRsi ). Bullish: slope accelerating down (delta < 0, slope < -NTZ) BUT RSI rising. Gap threshold (default 10.0 points) filters noise. Visualized with dashed lines and gap labels. **RSI-Slope Oscillator:** State machine tracks cross events (rsiSlopeCrossUp = cRsi > maDf AND cRsi <= maDf ), waits for confirmation: both RSI and slope heading same direction. Long: RSI crosses above slope AND both heading UP. Short: RSI crosses below slope AND both heading DOWN. Useful for range-bound markets. **Stretch Filter:** maPercentDiff = (longMA - shortMA) / shortMA * 100. Blocks long signals if longMA > shortMA by threshold (overextended up). Blocks short signals if shortMA > longMA by threshold (overextended down). Default 0.45% prevents signals when MAs too far apart. **Delta Calculation:** Measures change in normalized slope between bars. Timeframe mode: compares current confirmed slope with previous confirmed (more reliable, slight delay). Standard mode: compares current with previous bar (faster, may use unconfirmed). Minimum threshold (default 3.4) filters weak momentum changes. **Trailing Stop (Blackflag FTS Swingarm):** Uses Wilder's MA of true range. Modified mode: trueRange = max(HiLo, HRef, LRef) with enhanced gap handling. Unmodified: standard true range. Trailing stop calculated based on ATR factor and price trend direction. Separate settings for divergence signals (wider stops, grace periods). ### 🚀 Signal Types and Conditions **1. NTZ Cross Signals:** Long: Slope crosses above +NTZ (default +8) AND positive delta ≥ threshold (default 3.4) AND stretch filter allows AND optional trend confirmation (short MA > long MA). Short: Slope crosses below -NTZ AND negative delta ≥ threshold AND filters allow. Exit: Slope re-enters NTZ OR reverses direction for confirmation bars OR trailing stop. **2. Acceleration Signals:** Long: Acceleration ≥ threshold (default 40) AND slope above NTZ AND positive delta sufficient AND filters allow. Short: Acceleration ≥ threshold AND slope below -NTZ AND negative delta sufficient AND filters allow. Visual: Colored circles (cyan bullish, red bearish). Works independently to catch sudden momentum bursts. **3. RSI Divergence Signals:** Bullish: Price lower low while smoothed RSI higher low, detected via pivot comparison (default up to 8 pivots). Bearish: Price higher high while RSI lower high. Optional Slope-RSI confirmation. Visual: Purple lines (bearish), lime lines (bullish). Exit: Divergence-specific trailing stop (wider ATR, grace period). **4. Slope-RSI Divergence Signals:** Bullish: Slope accelerating down (negative delta, slope < -NTZ) BUT RSI rising over lookback AND gap exceeds threshold (default 10.0 points). Bearish: Slope accelerating up (positive delta, slope > NTZ) BUT RSI declining AND gap exceeds threshold. Visual: Orange triangles (bullish exhaustion), yellow triangles (bearish exhaustion) with dashed lines. Exit: Divergence-specific trailing stop. **5. RSI-Slope Oscillator Signals:** Long: RSI crosses above slope AND both heading upward. Short: RSI crosses below slope AND both heading downward. State machine tracks cross then confirms direction. Exit: Opposite oscillator condition (allows reversal) OR trailing stop after grace period. ### 📖 How to Use **Adding to Chart:** TradingView → Indicators → Search "EMA Slope - RSI Indicator" → Add (displays in separate pane below price). **Visual Elements:** Colored area = normalized EMA slope (Green = bullish above NTZ, Red = bearish below -NTZ, Gray = NTZ zone). Blue line = Centered RSI (-50 to +50). Colored circles = Acceleration (Cyan = bullish, Red = bearish). Green triangles (↑) = Long signals (bottom). Red triangles (↓) = Short signals (top). Orange X = Exit signals. Dashed lines = NTZ boundaries. Purple/Lime lines = RSI divergences. Orange/Yellow triangles = Slope-RSI exhaustion. Table (top-right) = Current Slope, RSI, Gap values. **Parameter Configuration:** MA Settings: Short 40 (stretch filter), Long 160 (slope), Types: SMA/EMA/DEMA/TEMA/WMA/VWMA/SMWMA/SWMA/HMA. Ratios: 20/80 (fast), 40/160 (standard), 50/200 (slow). Core: NTZ Threshold 8 (5-6 more signals, 10-12 stronger), Min Delta 3.4 (5-10 stronger, 1-3 sensitive), Max Stretch 0.45% (0.3% conservative, 1.0% permissive, 0 disable), Use Timeframe Delta true (confirmed bar vs previous bar). RSI: Length 14, Smoothing 3, Source close. Divergence: Sensitivity 6 (higher = more sensitive, 6 = 10-bar lookback, 10 = 6-bar lookback), Max Peaks 8 (2-15 range), Show Divergences true. Slope-RSI: Lookback 4 (2-10, higher = conservative), Min Gap 10.0 pts (0-100, higher = strong only, 0 disable), Show Exhaustion true. Signal Enables: NTZ Cross true, Acceleration true, RSI Divergence false, Slope-RSI Divergence true, RSI-Slope Oscillator true, Require Slope-RSI Confirmation false. Exit: Confirmation Bars 4 (0-10, 0 immediate, 2-4 filters false), Show Trailing Stop true, Trail Type Modified/Unmodified, ATR Period 10, ATR Factor 4.0 (2-3 tight, 4 standard, 5-6 wide), Divergence Grace 3 bars, Divergence ATR 4.0 (recommend 5-8), Oscillator Grace 3 bars, Oscillator ATR 4.0. **Alerts:** Right-click indicator pane → Add Alert → Choose condition (Long/Short Entry/Exit) → Configure notifications. **Interpreting Signals:** Trending Markets: Focus NTZ Cross and Acceleration, higher NTZ (10-12) for stronger signals, use trend confirmation. Reversal Opportunities: Enable RSI Divergence and Slope-RSI Divergence, look for exhaustion markers and divergence lines, use wider stops. Range-Bound: Enable RSI-Slope Oscillator, signals when RSI and slope align, allows position reversal. Multi-Timeframe: Higher TF for trend, lower TF for timing, stronger when aligned. Market Adjustments: Crypto 20/80 MA, NTZ 6-7, Delta 4-5 | Forex 40/160 MA, NTZ 8, Delta 3.4 | Stocks 50/200 MA, NTZ 10-12, Delta 2-3. ### 📈 Use Cases Day Trading (5m-15m, fast MAs 20/80), Swing Trading (1h-4h, standard 40/160), Position Trading (4h-Daily, slow 50/200), Trend Following (NTZ Cross/Acceleration in trends), Reversal Trading (RSI Divergence/Slope-RSI at reversals), Range Trading (RSI-Slope Oscillator in choppy markets), Momentum Analysis (Centered RSI and normalized slope comparison), Trend Exhaustion Detection (Slope-RSI exhaustion markers). ### ⚠️ Important Disclaimer **THIS IS NOT FINANCIAL ADVICE** This indicator is for educational and informational purposes only. Trading involves substantial risk of loss and is not suitable for all investors. Past performance does not guarantee future results. No guarantee of accuracy - signals may be false. Not professional financial advice - consult a qualified advisor. Use only as part of comprehensive analysis. Always use proper risk management. Combine with other analysis techniques before making trading decisions. Indicator signals don't guarantee profitable trades. You are solely responsible for trading decisions and risk management. By using this indicator, you acknowledge understanding the risks and that you use it at your own risk. Never invest more than you can afford to lose. Works on all markets: Crypto, Forex, Stocks, Commodities, Futures ## Short Description (for Script Header - 200-300 chars) Visual signal indicator combining normalized EMA slope momentum (No Trade Zone concept) with centered RSI format for direct comparison. Five signal types: NTZ momentum crosses, acceleration bursts, price-RSI divergences, slope-RSI exhaustion reversals, and RSI-slope oscillator alignment. Includes stretch filter, exit confirmation bars, and trailing stop exits with separate settings per signal type. ## Tags (for Publishing) EMA, Moving Average, Slope, Momentum, No Trade Zone, NTZ, Indicator, Technical Analysis, RSI, Relative Strength Index, Centered RSI, RSI-50, Divergence, Slope-RSI, Exhaustion, RSI-Slope Oscillator, Normalized Comparison, Stretch Filter, Trend Confirmation, Exit Confirmation, Trailing Stop, Alerts, Signals, Visual Signals, Entry Signals, Exit Signals, Crypto, Forex, Stocks, Futures, Swing Trading, Day Trading, Reversal Trading, Range Trading, Momentum Analysis ## Category **Indicators** → **Momentum**
อินดิเคเตอร์ Pine Script®
โดย xvelox_
Zero Lag Moving Average Convergence Divergence (ZLMACD) [EVAI]Zero Lag Moving Average Convergence Divergence (ZLMACD) ZLMACD is a MACD-style momentum oscillator that keeps the standard MACD structure while adding a practical “zero-lag” option through ZLEMA. It is intended for traders who like the familiar MACD workflow but want an oscillator that can respond earlier during transitions without turning into an overly noisy trigger. The indicator plots the MACD line, the signal line, and the histogram around a zero baseline. If you already understand MACD, you already understand how to read this. The difference is that you can choose whether the oscillator and signal are driven by EMA, SMA, or ZLEMA, which changes the responsiveness and smoothness of the indicator. Default behavior This script defaults to the preset mode “ZLEMA osc + EMA signal.” In this configuration, the fast and slow oscillator averages are computed using ZLEMA, while the signal line remains an EMA of the MACD line. The reason for this mix is simple: ZLEMA tends to reduce lag in the oscillator, while EMA on the signal line helps keep crossovers readable and avoids excessive micro-signals. In practice, this default preset often behaves like a “faster MACD” that still feels like MACD. It can highlight momentum turns earlier than a traditional EMA MACD while keeping the signal line stable enough to use for timing and confirmation. Custom mode and MA selection If you switch Mode to “Custom,” the indicator will use your selected moving average types for both the oscillator and the signal line. In Custom mode, the oscillator type applies to both fast and slow averages, and the signal type applies to the smoothing of the MACD line. If you are in the default preset mode, the custom MA dropdowns will not change the calculations. This is intentional: the preset locks the MA types so the default behavior remains consistent and reproducible across charts and users. Reading the indicator The histogram reflects the distance between the MACD line and the signal line. When the histogram is above zero, the MACD line is above the signal line and momentum is biased upward; when it is below zero, the MACD line is below the signal line and momentum is biased downward. Changes in histogram height help visualize strengthening versus weakening momentum, while the zero baseline provides regime context by indicating whether the fast average is above or below the slow average. Crossovers between MACD and signal behave exactly as they do in standard MACD, but the timing and “feel” will vary depending on the MA choices. ZLEMA on the oscillator typically makes turns appear earlier; SMA typically smooths more but can be slower; EMA tends to be the balanced baseline. Alerts Two alert conditions are included to detect histogram polarity shifts. One triggers when the histogram switches from non-negative to negative, and the other triggers when it switches from non-positive to positive. These are useful if you want simple notifications for momentum regime flips without staring at the chart continuously. Notes This indicator is provided for informational and educational purposes only and is not financial advice. Always test settings per instrument and timeframe and use risk management.
อินดิเคเตอร์ Pine Script®
โดย evaiinvesting
EMA and Dow Theory Strategies V2 DOGE Current Optimum Value 📘 Overview These are the current optimal values for DOGE. They are intended for use on the 2‑hour timeframe. This script requires complex configuration, but there is an optimal set of values somewhere. Here, I’m sharing the settings that I personally use at the moment. Turning Take Profit off can lead to higher profits, but it also increases risks such as a lower win rate. With Take Profit on, you can adjust the settings by increasing the values. I have been trading using Dow Theory for many years. Trading with Dow Theory and EMA has been my main strategy. Although it has been profitable, I have long struggled with its low win rate. The issue lies in the immaturity of the exit strategy, and I’m currently experimenting to see if I can solve that. In V2, I added three take‑profit lines, securing 30% of the profit at each level to ensure a minimum level of gain. Additionally, when the trend weakens, half of the position is closed. In all scenarios, the remaining position is held until the trend reverses. The system provides precise entries, adaptive exits, and highly visual guidance that helps traders understand trend structure at a glance. 🧠 Key Features 🔹 1. Dual‑EMA Trend Logic (Symbol + External Index) Both the chart symbol and an external index (OTHERS.D) are evaluated using fast/slow EMAs to determine correlation‑based trend bias. 🔹 2. Dow Theory Swing Detection (Real‑time) The script identifies swing highs/lows and updates trend direction when price breaks them. This creates a structural trend model that reacts faster than EMAs alone. 🔹 3. Gradient Trend Zones (Visual Trend Strength) When trend is up or down, the area between price and the latest swing level is filled with a multi‑step gradient. This makes trend strength and distance-to-structure visually intuitive. 🔹 4. Higher‑Timeframe Swing Trend (htfTrend) Swing highs/lows from a higher timeframe (e.g., 4H) are plotted to show macro structure. Used only for visual context, not for filtering entries. 🔹 5. RSI‑Based Entry Protection RSI prevents entries during extreme overbought/oversold conditions. 🔹 6. Dynamic Exit System Includes: Custom stop‑loss (%) Partial take‑profit (TP1/TP2/TP3) Automatic scale‑out when trend color weakens “Color‑change lockout” to prevent immediate re‑entry Real‑time PnL tracking and labels 🔹 7. Alerts for All Key Events Entry, stop‑loss, partial exits, and trend‑change exits all generate structured JSON alerts. 🔹 8. Visual PnL Labels & Equity Tracking PnL for the latest trade is displayed directly on the chart, including scale‑out adjustments. ⚙️ Input Parameters Parameter Description Fast EMA / Slow EMA EMAs used for symbol trend detection Index Fast / Slow EMA EMAs applied to external index StopLoss (%) Custom stop‑loss threshold Scale‑Out % Portion to exit when trend color weakens RSI Period / Levels Overbought/oversold filters Swing Detection Length Bars used to detect swing highs/lows Stats Display Position of statistics table 🧭 About htfTrend (Higher Timeframe Trend) The higher‑timeframe swing trend is displayed visually but not used for entry logic. Why? Strict HTF filtering reduces trade frequency and often removes profitable setups. By keeping it visual‑only, traders retain flexibility while still benefiting from macro structure awareness. Use it as a contextual guide, not a constraint. 📘 概要 DOGEの現在の最適値です。 2時間足での使用を想定しています。 このスクリプトは複雑な設定が必要ですが、どこかに最適値が存在します。 今回は現在私が個人的に使っている設定値の公開です。 Take ProfitをOFFにするとさらなる利益が望めますが、勝率が下がるなどのリスクが上がります。 ONにした状態で数値を上げることによって調整することが可能です。 私はダウ理論を使ったトレードを長年続けてきました。 ダウ理論とEMAを使ったトレードが私の主力です。 しかし利益は出るものの、長年その勝率の低さに悩んでいました。 問題は出口戦略が未熟なためで、現在はそれらの解決ができないかと試行錯誤を続けています。 V2では3本の利益確定ラインを引き、それぞれ30%ずつ利益を確定し、最低限の利益がでるようにしました。 それ以外にはトレンドが弱まったタイミングで半分の利益確定をし、どのパターンでも残ったポジションはトレンド転換まで持ち続けます。 🧠 主な機能 🔹 1. 銘柄＋外部インデックスの EMA クロス判定 対象銘柄と OTHERS.D の EMA を比較し、相関を考慮したトレンド方向を判定します。 🔹 2. ダウ理論に基づくスイング高値・安値の自動検出 スイング更新によりトレンド方向を切り替える、構造ベースのトレンド判定を採用。 🔹 3. グラデーション背景によるトレンド強度の可視化 スイングラインから現在価格までを段階的に塗り分け、 「どれだけトレンドが伸びているか」を直感的に把握できます。 🔹 4. 上位足スイングトレンド（htfTrend）の表示 4H などの上位足でのスイング高値・安値を表示し、 大局的なトレンド構造を視覚的に把握できます（ロジックには未使用）。 🔹 5. RSI による過熱・売られすぎフィルター 極端な RSI 状態でのエントリーを防止。 🔹 6. 動的イグジットシステム カスタム損切り（％） TP1/TP2/TP3 の段階的利確 トレンド色の弱まりによる自動スケールアウト 色変化後の再エントリー制限（waitForColorChange） リアルタイム PnL の追跡とラベル表示 🔹 7. アラート完備（JSON 形式） エントリー、損切り、部分利確、トレンド反転などすべてに対応。 🔹 8. 損益ラベル・統計表示 直近トレードの損益をチャート上に表示し、視覚的に把握できます。 ⚙️ 設定項目 設定項目名 説明 Fast / Slow EMA 銘柄の EMA 設定 Index Fast / Slow EMA 外部インデックスの EMA 設定 損切り（％） カスタム損切りライン 部分利確割合 トレンド弱化時のスケールアウト割合 RSI 期間・水準 過熱/売られすぎフィルター スイング検出期間 スイング高値・安値の検出に使用 統計表示位置 テーブルの表示位置 🧭 上位足トレンド（htfTrend）について 上位足スイングの更新に基づくトレンド判定を表示しますが、 エントリー条件には使用していません。 理由： 上位足を厳密にロジックへ組み込むと、トレード機会が大幅に減るためです。 本ストラテジーでは、 「大局の把握は視覚で、エントリーは柔軟に」 という設計思想を採用しています。 → 裁量で利確判断や逆張り回避に活用できます。
กลยุทธ์ Pine Script®
โดย mm_mitsuya
3
Price % Distance from 52 Weeks High, and EMAs"Stop guessing how far extended the price is—measure it instantly." As a swing trader, knowing the exact distance between the current price and your key moving averages is critical. It tells you if a stock is overextended (too far) or offering a low-risk pullback entry (near 0%). This lightweight utility script calculates the real-time percentage distance of the closing price from three critical levels: 10 EMA (Short-term momentum) 20 EMA (Swing trend baseline) 52-Week High (Major structural resistance) It displays this data in a single, clean Smart Label attached to the latest candle, keeping your chart clutter-free. Key Features 📊 Instant Calculation: See exactly how far (%) the price is from the 10 EMA, 20 EMA, and 52-Week High without using a measuring tool. 🧠 Intelligent Trend Coloring: The text color changes dynamically based on the immediate trend: 🟢 Green Text: Price is ABOVE both 10 & 20 EMAs (Bullish / Buy-the-dip zone). 🔴 Red Text: Price is BELOW both 10 & 20 EMAs (Bearish / Caution). ⚪ White Text: Price is mixed/choppy (between the EMAs). 👁️ High Contrast Design: Uses a semi-transparent dark background that ensures the data is clearly visible on both Light and Dark mode charts. How to Use for Swing Trading Pullback Entries: In a strong uptrend (Green Text), watch for the 10 EMA or 20 EMA % value to drop near 0.0% to 0.5%. This indicates a pullback to the average—often a high-probability entry point. Overextension Warning: If the % distance becomes unusually large (e.g., Price is +5% above the 10 EMA), the move may be overextended, signaling to tighten stops or take profit. 52-Week Breakouts: Monitor the 52W % distance. As it approaches 0.0%, the stock is challenging its yearly high, alerting you to potential breakout plays. Settings EMA Lengths: Fully customizable (Default: 10 & 20). Lookback: Adjust the high lookback period (Default: 260 bars for 52 Weeks). Position: Toggle the label to appear Above or Below the candle.
อินดิเคเตอร์ Pine Script®
โดย bhanubisen1
THE ELVINATORTHE ELVINATOR is my trend-following momentum indicator built on the 20 EMA, 50 EMA, and 200 EMA, designed for trading **XAUUSD during the New York session (9:30–17:00 NY time), Monday through Friday**. **How to trade it:** * **Trend filter:** Only take **longs above the 200 EMA** and **shorts below the 200 EMA**. This keeps trades aligned with Gold’s dominant direction. * **Long setups:** A **20 EMA cross above the 50 EMA** signals bullish momentum. Best entries come after a pullback into the 20–50 EMA zone followed by strong continuation candles. * **Short setups:** A **20 EMA cross below the 50 EMA** signals bearish momentum. Look for pullbacks into the EMA zone and rejection before continuation lower. * **Timing:** Focus on NY open and high-volume moves. Avoid choppy conditions and late-session exhaustion. * **Risk & exits:** Place stops beyond recent swings or EMA structure. Targets can be prior highs/lows or scaled with trend continuation. THE ELVINATOR is built for **structure, patience, and disciplined execution**, allowing traders to capitalize on Gold’s volatility without chasing noise.
อินดิเคเตอร์ Pine Script®
โดย ElvinLing
Simple ema and sma cross A simple EMA and SMA cross is an indicator that uses alpha from two moving averages: SMA (simple moving average) and EMA (exponential moving average). The point where the EMA and SMA cross is usually a good place to enter a position. The indicator includes smoothing settings to help you find the right calibration for your trading needs. It also marks signals with triangles for easier use and includes alerts so you never miss a cross.
อินดิเคเตอร์ Pine Script®
โดย Zaimop
Quality-Controlled Trend Strategy v2 (Expectancy Focused)This script focuses on quality control rather than curve-fitting. No repainting, no intrabar tricks, no fake equity curves. It uses confirmed-bar entries, ATR-based risk, and clean trend logic so backtests reflect what could actually be traded live. If you publish scripts, this is the minimum structure worth sharing. Why this script exists TradingView’s public scripts are flooded with: repainting indicators no stop-loss logic curve-fit entries that collapse live strategies that look good only in hindsight This script is intentionally boring but honest. No repainting. No intrabar tricks. No fake equity curves The goal is quality control, not hype. What this strategy enforces ✔ Confirmed bars only ✔ Single source of truth for indicators ✔ Fixed risk structure ✔ No signal repainting ✔ Clean exits with unique IDs ✔ Works on any liquid market Trading Logic (simple & auditable) Trend filter EMA 50 vs EMA 200 Entry Pullback to EMA 50 RSI confirms momentum (not oversold/overbought) Risk ATR-based stop Fixed R:R One position at a time This is the minimum bar for a strategy to be considered publish-worthy. Why this helps TradingView quality Most low-value scripts fail because they: hide repainting logic skip exits entirely use inconsistent calculations rely on hindsight candles This strategy forces discipline: every signal is confirmed every trade has defined risk behavior is repeatable across symbols & timeframes If more scripts followed this baseline, TradingView’s public library would be far more usable.
กลยุทธ์ Pine Script®
โดย AIScripts
Bar Countdown ClockBar Countdown Clock Description: Displays the remaining time for the current bar on the chart. The countdown label follows the previous EMA5 price to stay stable during high-volatility markets. Font size and label position are fully customizable. Works well on BTC, Gold, Forex, and other trading instruments. How to Use: Add the indicator to your chart. Adjust Clock Color, Font Size, and X Offset to suit your preference. The label will automatically track the previous EMA5 price. The countdown updates in real-time until the current bar closes. Tips: Increase X Offset if the label overlaps the current bar. For high-volatility instruments, the label remains stable by following EMA5. EMA Length can be adjusted to change the anchor point for the label.
อินดิเคเตอร์ Pine Script®
โดย beidou_123
Options Liquidity Meter (OLM)❓ The question behind this indicator When trading options, it is common to experience situations where price moves in the expected direction, yet the option contract does not increase in value as anticipated. This typically happens when one or more of the following conditions is missing: Insufficient liquidity participation Lack of volatility expansion Weak or passive order flow Options Liquidity Meter (OLM) was created to address this specific question: “If price moves from here, are there conditions for option premiums to actually expand?” 🎯 What this indicator does Options Liquidity Meter is a context tool, not a trading system. It evaluates whether the current market environment is favorable for option premium expansion , based on three core engines: Liquidity (Relative Volume) Measures whether price movement is supported by meaningful participation. Volatility State Identifies compression, release, and expansion phases, where options tend to respond differently. Order Flow Activity (OBV-based) Acts as a proxy for active vs. passive participation, helping filter hollow moves. These components are combined into a single, easy-to-read options context. 🟢🟡🔴 Options Context Output The indicator displays one consolidated state: RED — NO EXPANSION Price may move, but option premiums often do not respond. YELLOW — BUILDING Liquidity or volatility is developing. Conditions are improving but not fully aligned. GREEN — EXPANSION LIKELY Liquidity, volatility expansion, and active flow are aligned. This is a favorable environment for option premium expansion. The same logic is reflected visually through the background color and summarized in the dashboard. 📊 How to read the dashboard The dashboard shows: Liquidity: LOW / OK / HIGH Volatility: COMPRESSED / RELEASED / EXPANDING Order Flow: FLAT / ACTIVE Options Context: NO EXPANSION / BUILDING / EXPANSION LIKELY Below, a Background Color Meaning section explains what each color represents, making the indicator intuitive and educational. 📍 Where to apply this indicator Options Liquidity Meter must be applied to the underlying asset chart, such as: Indices (SPY, SPX, QQQ, etc.) Stocks Futures ETFs It is not designed to be applied to option contracts themselves. The indicator evaluates the market conditions of the underlying, which are the drivers that influence option premium behavior. Contract selection (strike, delta, gamma, expiration) remains the trader’s responsibility. 🧠 How to use it Use your own methodology to define: Direction Structure Entries and exits Use Options Liquidity Meter to evaluate: Whether the current environment supports option premium expansion If the context is RED, be cautious — price may move without rewarding options. If the context is GREEN, the environment is statistically more favorable for options responsiveness. 🔗 Complementary tools Options Liquidity Meter is designed to complement, not replace, other tools. It works well alongside: Opening Path Selector (EMA200 Context Tool) For deciding which asset offers the cleanest directional context. Multi-Tool VWAP + EMAs (Multi-Timeframe) + Key Levels For in-chart structure, bias, and reference levels. Each tool addresses a different stage of the decision process and can be used independently. ⚠️ Important notes This indicator provides context only It does not generate trading signals No indicator guarantees results Use at your own risk.
อินดิเคเตอร์ Pine Script®
โดย mlicero
2
Opening Path Selector (EMA200 Context Tool)📝 Description Opening Path Selector is a context-based indicator designed to help traders quickly identify which asset may offer the cleanest directional path at the market open. This tool does not generate entry or exit signals. Its purpose is to reduce decision fatigue during the first minutes of the session by ranking a small set of high-liquidity assets based on higher-timeframe EMA200 structure. 🔍 What this indicator evaluates The dashboard compares a predefined group of major symbols and ranks them according to: • Proximity to the nearest EMA200 • Relative position versus higher-timeframe EMA200 levels • Directional context inferred from EMA structure The result is a priority-based list that highlights which asset may present: • Less immediate EMA resistance • Clearer directional context • Lower probability of early-session chop 📊 How to read the dashboard • Priority – Ranking based on opening context • Symbol – Evaluated instrument • Nearest EMA200 – Distance and side relative to price • Possible Path – Direction with less immediate EMA resistance • Bias – Strength of the higher-timeframe context Colored markers are used to provide fast visual identification of the highest-priority assets. ⚠️ Important notes • This is a context and selection tool, NOT a trading system • No buy/sell signals, alerts, TP, or SL logic are included • Designed to be used alongside your own execution methodology 🔧 Compatibility Due to Pine Script multi-symbol and multi-timeframe constraints, this public version is intentionally limited to a small set of symbols. TradingView Pro / Premium or higher is recommended for consistent performance. 🔗 Complementary tools This indicator can be complemented with Multi-Tool VWAP + EMAs (Multi-Timeframe) + Key Levels , which provides detailed visibility of multiple EMA levels, VWAP structure, and higher-timeframe reference zones directly on the chart. While Opening Path Selector helps decide which asset to focus on at the open, the complementary tool can assist with in-chart context and confirmation once an asset has been selected. Both tools are designed to serve different stages of the decision process and can be used independently.
อินดิเคเตอร์ Pine Script®
โดย mlicero
2
Commodity Channel Index CCI + EMA strategy ================================================================================ COMMODITY CHANNEL INDEX CCI + EMA STRATEGY - STRATEGY GUIDE 📊 ================================================================================ 💡 COLLABORATION & SUPPORT --------------------------- If you want to collaborate, have an idea for a strategy, or need help writing or customizing code, send an email to burdytrader@gmail.com or send me a message. Suggestions, ideas, and comments are always welcome! 🤝 I also develop automated trading codes for other trading platforms including: - CTrader (C#) - MetaTrader 4 (MQL4) - MetaTrader 5 (MQL5) If you need a strategy converted or developed for any of these platforms, feel free to contact me! ================================================================================ ⚠️ IMPORTANT: INSTRUMENT SELECTION 📈 ------------------------------------- This strategy performs BEST with currency pairs (forex). The CCI indicator works particularly well in the forex market due to the nature of currency movements and the effectiveness of the CCI in identifying overbought and oversold conditions in trending markets. Why Currency Pairs? 🎯 - CCI is highly effective in identifying reversals in forex markets - Currency pairs show clear overbought/oversold patterns - EMA filter (50/200) aligns well with major forex trends - High liquidity ensures reliable signal execution Performance Highlights: In specific currency pairs, when properly configured, this strategy can achieve: - Profit Factor: Over 2.0 - Win Rate: Up to 70% - Particularly effective pairs: USDCAD, EURUSD, GBPJPY While the strategy can work with other instruments (stocks, indices, commodities), currency pairs provide the most consistent and reliable results. For optimal performance, focus on major forex pairs with good liquidity and clear trending characteristics. ================================================================================ WHAT DOES THIS STRATEGY DO? 🎯 --------------------------- This strategy combines the Commodity Channel Index (CCI) with Exponential Moving Averages (EMA) to identify high-probability trading opportunities. The strategy uses CCI crossovers with a smoothing moving average and filters signals using EMA trend confirmation. The strategy automatically enters trades when CCI crosses the smoothing MA in specific zones, indicating potential trend reversals or continuations. HOW IT WORKS? ⚙️ --------------- 1. CCI CALCULATION 📈 The strategy calculates the Commodity Channel Index using: - CCI = (Price - SMA(Price, length)) / (0.015 × Deviation(Price, length)) - Default length: 20 periods - Source: HLC3 (typical price) The CCI shows: - Values above +100 = Overbought conditions - Values below -100 = Oversold conditions - Values around 0 = Neutral conditions 2. SMOOTHING MOVING AVERAGE 📊 A moving average is applied to the CCI to smooth out fluctuations: - Types available: SMA, EMA, SMMA (RMA), WMA, VWMA - Default: SMA with length 14 - Can be disabled (set to "None") This smoothed line acts as a reference for crossover signals. 3. EMA TREND FILTER 🎯 Two EMAs are calculated on the CCI: - EMA 50 (fast EMA) - EMA 200 (slow EMA) When the EMA filter is enabled: - LONG signals only occur when EMA50 > EMA200 (uptrend confirmation) - SHORT signals only occur when EMA50 < EMA200 (downtrend confirmation) This filter can be enabled/disabled via the "Use EMA Filter" option. 4. ENTRY CONDITIONS 🎲 LONG ENTRY (Buy Signal): - CCI crosses ABOVE the Smoothing MA (crossover) - CCI is between Lower Level (-100) and Middle Level (0) - EMA Filter: EMA50 > EMA200 (if filter enabled) - No existing positions (or close opposite positions first) SHORT ENTRY (Sell Signal): - CCI crosses BELOW the Smoothing MA (crossunder) - CCI is between Middle Level (0) and Upper Level (+100) - EMA Filter: EMA50 < EMA200 (if filter enabled) - No existing positions (or close opposite positions first) 5. POSITION MANAGEMENT 💰 The strategy uses a simple position management approach: - Only ONE position at a time (no pyramiding) - If a signal occurs in the opposite direction, closes existing position first - Then opens new position in the new direction - This prevents overexposure and simplifies risk management 6. TAKE PROFIT & STOP LOSS SETTINGS 🎯 The strategy uses percentage-based TP/SL: - Take Profit: 1.0% (default, configurable) - Stop Loss: 0.5% (default, configurable) - Risk/Reward Ratio: 2:1 (TP is double the SL) TP/SL are calculated once when the position opens and remain fixed. AVAILABLE PARAMETERS ⚙️ ----------------------- CCI SETTINGS: 1. CCI Length (Default: 20) - Period for CCI calculation - Lower values = More sensitive to recent price action - Higher values = More smoothed, less sensitive 2. CCI Source (Default: HLC3) - Price source for CCI calculation - Options: close, open, high, low, hlc3, hlcc4, ohlc4 3. CCI Lower Level (Default: -100) - Lower boundary for LONG entry zone - Typically -100 for oversold conditions 4. CCI Middle Level (Default: 0) - Neutral level separating LONG and SHORT zones 5. CCI Upper Level (Default: +100) - Upper boundary for SHORT entry zone - Typically +100 for overbought conditions SMOOTHING MA: 6. Type (Default: SMA) - Moving average type: None, SMA, EMA, SMMA (RMA), WMA, VWMA - Set to "None" to disable smoothing 7. Length (Default: 14) - Period for smoothing MA - Range: 7-28, step 7 EMA FILTER: 8. EMA 1 Length (Default: 50) - Fast EMA period applied to CCI 9. EMA 2 Length (Default: 200) - Slow EMA period applied to CCI 10. Use EMA Filter (Default: true) - Enable/disable EMA trend filter - When enabled: LONG only if EMA50 > EMA200, SHORT only if EMA50 < EMA200 RISK MANAGEMENT: 11. Take Profit (%) (Default: 1.0%) - Profit target as percentage of entry price - For LONG: Entry × (1 + TP%) - For SHORT: Entry × (1 - TP%) 12. Stop Loss (%) (Default: 0.5%) - Stop loss as percentage of entry price - For LONG: Entry × (1 - SL%) - For SHORT: Entry × (1 + SL%) VISUALIZATION 📊 --------------- The strategy displays in a separate panel below the price chart: 1. CCI LINE - Blue line showing the CCI value - Oscillates around zero 2. SMOOTHING MA LINE - Yellow line showing the smoothed CCI - Reference line for crossover signals 3. CCI LEVEL LINES - Red dashed line: Upper Level (+100) - Green dashed line: Lower Level (-100) - Yellow dashed line: Middle Level (0) 4. ENTRY SIGNALS - Green cross: LONG entry signal (when CCI crosses above MA) - Red cross: SHORT entry signal (when CCI crosses below MA) RECOMMENDED SETTINGS 🎯 ----------------------- To get started, you can use these settings: CCI SETTINGS: - CCI Length: 20 (default) - CCI Source: HLC3 (default) - CCI Lower Level: -100 (default) - CCI Middle Level: 0 (default) - CCI Upper Level: +100 (default) SMOOTHING MA: - Type: SMA (default) or EMA for faster response - Length: 14 (default) EMA FILTER: - EMA 1 Length: 50 (default) - EMA 2 Length: 200 (default) - Use EMA Filter: true (recommended for better signal quality) RISK MANAGEMENT: - Take Profit (%): 1.0% (adjust based on your risk/reward preference) - Stop Loss (%): 0.5% (adjust based on your risk tolerance) For more aggressive trading: - Reduce CCI Length to 14-16 - Reduce Smoothing MA Length to 7 - Disable EMA Filter For more conservative trading: - Increase CCI Length to 24-30 - Increase Smoothing MA Length to 21-28 - Keep EMA Filter enabled RECOMMENDED CURRENCY PAIRS 💱 ------------------------------ This strategy is optimized for currency pairs and performs exceptionally well on the following pairs when properly configured: TOP PERFORMING PAIRS: - USDCAD: Can achieve Profit Factor > 2.0 and Win Rate up to 70% - EURUSD: Excellent performance with consistent signals - GBPJPY: Strong results with proper EMA filter configuration These pairs have shown the best historical performance due to: - Clear trending characteristics - Good response to CCI overbought/oversold levels - Strong alignment with EMA 50/200 trend filter - High liquidity ensuring reliable execution When trading these pairs, use the default settings or slightly adjusted parameters based on the pair's volatility. Always backtest on historical data before using real money to find the optimal configuration for each specific pair. PRACTICAL EXAMPLE 📝 -------------------- Scenario: LONG Entry on EUR/USD 1. Market conditions: - Price: 1.1000 - CCI: -80 (in oversold zone) - Smoothing MA: -90 - CCI crosses above Smoothing MA (crossover occurs) - EMA50: -50, EMA200: -70 (EMA50 > EMA200, uptrend confirmed) 2. Strategy checks conditions: ✓ Smoothing MA enabled: Yes ✓ Crossover: Yes (CCI crosses above MA) ✓ CCI in range: Yes (-100 <= -80 <= 0) ✓ EMA Filter: Yes (EMA50 > EMA200) ✓ No existing position: Yes 3. Strategy opens position: - Direction: LONG (Buy) - Entry: 1.1000 (current close) - Take Profit: 1.1110 (1.0% above entry) - Stop Loss: 1.0945 (0.5% below entry) - Risk/Reward: 2:1 4. Outcome scenarios: - If price rises to 1.1110 → Take Profit hit (profit) - If price falls to 1.0945 → Stop Loss hit (loss limited) IMPORTANT NOTE ⚠️ ----------------- This strategy is a technical analysis tool based on CCI and EMA indicators. Like all trading strategies, it does NOT guarantee profits. Trading involves significant risks and you can lose money, including your entire investment. Past performance does not guarantee future results. Always: - Use appropriate risk management - Never risk more than you can afford to lose - Test the strategy on historical data (backtesting) before using real money - Start with small position sizes or paper trading - Understand that no strategy works 100% of the time - Consider market conditions, news events, and other factors - Keep a trading journal to learn and improve The author and contributors are NOT responsible for any losses incurred from using this strategy. Trading decisions are your own responsibility. Profits are NOT guaranteed, and losses are possible. LICENSE 📄 ---------- This code is open source and available for modification. You are free to use, modify, and distribute this strategy. If you republish or share a modified version, please kindly mention the original author. ================================================================================
กลยุทธ์ Pine Script®
โดย Burdiga84
RRR EMA Ignition BUY & SELL (Sideways-Proof)🔹 Description RRR EMA Ignition Buy & Sell is a trend-following, non-repainting indicator designed to capture high-probability trend ignition points while filtering out sideways market noise. Unlike basic EMA crossover systems that generate frequent false signals, this indicator uses a state-based trend engine, volatility filters, and trend strength confirmation to ensure signals appear only when a real directional move is underway. It is optimized for swing trading and positional trading on stocks and indices. 🔹 Core Logic 🔼 BUY Signal (Bullish Ignition) A BUY signal is generated only when all of the following conditions are met: EMA 21 confirms bullish regime above EMA 55 EMA 9 shows momentum above EMA 21 Price is trading above EMA 55 Candle closes bullish (confirmation) Trend strength is validated using ADX EMA 55 is sloping upward Price is sufficiently far from EMA 55 (ATR-based distance filter) Only one BUY per bullish trend leg (no repeated signals) 🔽 SELL Signal (Bearish Ignition) A SELL signal is the exact reverse of the BUY logic: EMA 21 confirms bearish regime below EMA 55 EMA 9 shows bearish momentum below EMA 21 Price is trading below EMA 55 Candle closes bearish ADX confirms trend strength EMA 55 is sloping downward ATR distance filter blocks sideways chop Only one SELL per bearish trend leg 🔹 Key Features ✅ Non-repainting (signals appear only after candle close) ✅ Sideways-market protection using ATR + ADX ✅ State-based logic (prevents repeated BUY/SELL spam) ✅ Handles strong V-reversals using trend re-arm logic ✅ Clean signals suitable for alerts and automation ✅ Works across stocks, indices, and ETFs 🔹 Best Use Cases 📈 Swing trading on Daily / 4H charts 📊 Large-cap stocks and indices (Nifty, Bank Nifty, SPX, NASDAQ) 🚫 Not intended for low-timeframe scalping 🎯 Designed for trend capture, not range trading 🔹 Recommended Settings Indian Stocks ADX Minimum: 18 ATR Multiplier: 0.6 – 0.8 US Indices ADX Minimum: 22 ATR Multiplier: 0.5 (Default settings work well for most instruments.) 🔹 How to Trade (Simple Guide) Use BUY signals to enter or add to long positions Use SELL signals to enter short positions or exit longs Combine with: Support/resistance Higher-timeframe bias Position sizing & risk management 🔹 Disclaimer This indicator is a decision-support tool, not financial advice. Always apply proper risk management and confirm signals with your own analysis.
อินดิเคเตอร์ Pine Script®
โดย RAGSTER123
Mag 7 EMA Trend MonitorDashboard Layout: 1. Symbol Column: The Mag 7 tickers. 2. Trend Column: Visual Bull/Bear status. 3. Strength Column: Percentage distance from the mean (EMA 21). 4. Aggregate Row: Summary of market breadth and average sector pull/push. How to Interpret the Trend Strength: • Positive %: The stock is trading above its 21 EMA. A very high number (e.g., $+15\%$) might suggest the stock is "overbought" or overextended. • Negative %: The stock is trading below its 21 EMA. A very low number (e.g., $-10\%$) might suggest it is "oversold." • Avg Strength: This gives you a bird's-eye view of the sector. If the aggregate is "5 Up / 2 Down" but the Avg Strength is only $+0.5\%$, the trend is weak and might be exhausting. "Pro-tips" for tool: • Multi-Timeframe Correlation: Try setting the Dashboard Timeframe to "D" (Daily) while trading on a "5m" or "15m" chart. This allows you to see if your intraday trade is aligned with the "Big Money" trend of the week. • The 4/7 Rule: Watch for that Aggregate row to hit 4 out of 7. In the Mag 7, since these stocks carry so much weight in the SPY and QQQ, a shift to a majority (4+) often precedes a move in the overall market indices.
อินดิเคเตอร์ Pine Script®
โดย j2m2t2
5x Multi-Timeframe Moving AveragesSince I use EMA lines a lot and I typically want them based on one timeframe - say: D1 - while looking into higher or lower timeframes, I made this simple indicator: - Up to 5 moving averages (SMA, EMA, ...) - on chart timeframe or any defined timeframe (W, D, H4, H1, 30min, ...) - each with user defined length / number of periods of calculation - each in user defined line style, width and color. Straight forward but very handy. Enjoy. Juergen
อินดิเคเตอร์ Pine Script®
โดย juergenbitz
Multi-MA SuiteMulti-MA Suite - Customizable Moving Averages Indicator Overview Multi-MA Suite is a comprehensive moving average indicator that combines both Exponential Moving Averages (EMAs) and Simple Moving Averages (SMAs) in a single, highly customizable tool. Designed for traders who rely on multiple timeframe analysis, this indicator provides up to 9 moving averages (5 EMAs + 4 SMAs) with full control over visibility, color schemes, and parameters. Key Features ✓ Dual MA Types: 5 Exponential Moving Averages (EMAs) - Responsive to recent price action, ideal for short to medium timeframes 4 Simple Moving Averages (SMAs) - Slow and stable, specifically designed for long timeframe analysis ✓ Full Customization: Individual toggle switches to show/hide each moving average Custom color picker for each MA line Adjustable length and source for all moving averages Progressive line width (thicker lines for longer periods) ✓ Pre-configured Defaults: EMA: 9, 21, 50, 100, 200 (common swing trading periods) SMA: 50, 100, 200, 300 (institutional reference levels for long-term trends) Color-coded scheme: Warm colors (yellow-orange) for EMAs, Cool colors (blue-purple) for SMAs ✓ Clean Interface: Organized input groups for easy navigation Clear labeling and logical parameter ordering Minimal chart clutter with toggle controls Key Difference - Speed & Timeframe: EMAs: Fast and reactive → Best for short to medium timeframes (1-min to 4-hour charts) SMAs: Slow and smooth → Best for long timeframes (daily, weekly, monthly charts) Recommended Settings Day Trading (Short Timeframes): Focus on EMAs: 9, 21, 50 Use 1-minute to 15-minute charts SMAs react too slowly for intraday timeframes Swing Trading (Medium Timeframes): Use all EMAs with SMA 50 and 200 1-hour to daily charts work best Mix of EMAs for entries, SMAs for trend context Position Trading (Long Timeframes): Focus primarily on SMAs: 50, 100, 200, 300 Daily to weekly charts recommended SMAs excel here due to their slow, stable nature Can add EMA 200 for comparison Investment Analysis (Very Long Timeframes): SMAs only: 100, 200, 300 Weekly to monthly charts SMA's slow calculation filters noise perfectly for long-term trends EMA Timeframe-Specific Recommendations 📌 Important Notes on EMA Usage by Timeframe: Small Timeframes (5-minute and 15-minute charts): Use 9 EMA and 21 EMA These fast EMAs respond quickly to price changes Perfect for scalping and day trading The 9/21 EMA crossover is a popular day trading strategy Medium Timeframes (1-hour to 4-hour charts): Use 21 EMA and 50 EMA Balances responsiveness with trend reliability Ideal for swing trading and intraday position holding The 21/50 EMA combination filters out noise while staying responsive Long Timeframes (Daily and Weekly charts): Use 50 EMA and 200 EMA The classic trend-following combination 50 EMA for medium-term trend, 200 EMA for major trend The 50/200 EMA crossover is known as the "Golden Cross" (bullish) or "Death Cross" (bearish) For very long-term analysis on these timeframes, consider using SMAs instead Quick Reference Guide: 5m / 15m: EMA 9 & 21 1h / 4h: EMA 21 & 50 1D / 1W: EMA 50 & 200 (or switch to SMAs for even smoother signals) Practical Trading Strategy with EMAs 📌 Why Use EMAs for Active Trading: For active trading, use EMAs because they have faster movement compared to SMAs. This faster response to price changes allows you to catch trends earlier and exit trades before major reversals occur. Three-EMA Trading System: 1. 9 EMA - Quick Trend Recognition: Use the 9 EMA to understand the trend quickly When price is above 9 EMA = Short-term uptrend When price is below 9 EMA = Short-term downtrend The 9 EMA reacts immediately to price momentum changes Perfect for entry timing and quick trend identification 2. 21 EMA - Exit Signal and Trend Confirmation: When the 21 EMA breaks (price crosses it), exit your trade This is critical because when the 21 EMA breaks, the trend will likely reverse The 21 EMA acts as your "stop-loss line" Breaking the 21 EMA signals that the short-term momentum has shifted Example: In an uptrend, when price crosses below 21 EMA, exit longs immediately Example: In a downtrend, when price crosses above 21 EMA, exit shorts immediately 3. 50 EMA - Full Correction Understanding: Use the 50 EMA to understand the complete correction The 50 EMA shows where the full pullback or correction might end When price reaches the 50 EMA, it often bounces (in a strong trend) Breaking the 50 EMA indicates a deeper correction or potential trend reversal Use it to gauge the strength of the overall trend Customization Tips Toggle unnecessary MAs off to reduce chart clutter based on your trading style and timeframe For the 3-EMA trading strategy, enable only 9, 21, and 50 EMAs For long timeframes (daily+), disable EMAs and use only SMAs to avoid over-reactive signals Match your EMA selection to your timeframe using the guide above Adjust colors to match your chart theme or to highlight specific MAs Modify lengths to fit specific market conditions or asset volatility Change source from close to high/low/HL2 for alternative perspectives Use thicker lines for key decision MAs (edit linewidth in settings) Color Scheme Rationale EMAs (Warm Colors): Yellow → Orange progression represents increasing timeframes while maintaining visual cohesion. The warm palette signals "active" or "fast-reacting" nature of EMAs, perfect for shorter timeframes and active trading. SMAs (Cool Colors): Blue → Purple progression provides clear visual distinction from EMAs. The cool palette suggests "stable," "slow," and "smooth" characteristics of SMAs, ideal for long timeframe analysis. What Makes This Different? Unlike basic MA indicators, Multi-MA Suite provides: Both EMA and SMA in one indicator (saves indicator slots) Optimized MA selection based on speed characteristics - fast EMAs for short timeframes, slow SMAs for long timeframes Clear timeframe-specific EMA recommendations for immediate use Practical trading strategy included - 9 EMA for trend, 21 EMA for exit, 50 EMA for corrections Individual control over each MA (toggle, color, parameters) Thoughtful default settings based on widely-used trading periods Color-coded system for instant visual differentiation Clean, organized interface for efficient workflow Installation & Usage Add the indicator to your chart Open indicator settings to customize For active trading: Enable 9, 21, and 50 EMAs (the recommended trading system) Select appropriate MAs for your timeframe (use the EMA timeframe guide above) Toggle MAs on/off based on your analysis needs Adjust colors if desired to match your chart theme Modify lengths and sources as needed for your strategy ⚠️ IMPORTANT DISCLAIMER EDUCATIONAL AND INFORMATIONAL PURPOSES ONLY This indicator and its accompanying documentation are provided for educational and informational purposes only. The content does not constitute financial advice, investment advice, trading advice, or any other sort of advice, and you should not treat any of the indicator's content as such. NO GUARANTEE OF RESULTS Past performance is not indicative of future results. The strategies, techniques, and concepts discussed herein are provided "as is" without any warranty of any kind. Trading and investing in financial markets involves substantial risk of loss and is not suitable for every investor. RISK ACKNOWLEDGMENT You can lose money trading: Trading stocks, forex, futures, options, cryptocurrencies, and other financial instruments carries a high level of risk and may not be suitable for all investors. You may sustain a total loss of your investment. No guaranteed profits: The use of moving averages or any technical indicator does not guarantee profitable trades. Markets can remain irrational longer than you can remain solvent. Lagging indicators: All moving averages are lagging indicators based on historical price data and may not predict future price movements. False signals: Moving averages can produce false signals, especially in choppy, sideways, or low-volume market conditions. YOUR RESPONSIBILITY Do your own research: Before making any trading or investment decision, you should conduct your own research and due diligence. Consult professionals: Consider seeking advice from qualified financial advisors, certified public accountants, or licensed professionals before making financial decisions. Risk management: Always use proper risk management, including stop-losses, position sizing, and diversification. Demo trading: Test any strategy on a demo account before risking real capital. Understand the markets: Ensure you fully understand the markets you're trading and the risks involved. PERSONAL TRADING DECISIONS All trading decisions are made at your own discretion and at your own risk. You are solely responsible for all trading decisions you make. The strategies mentioned (including the 9/21/50 EMA system) are examples only and should not be followed blindly without proper testing and risk assessment. MARKET CONDITIONS VARY Market conditions change constantly. What works in one market condition may not work in another. Trending strategies (like the ones discussed) typically perform poorly in ranging markets. Adapt your approach based on current market conditions. USE AT YOUR OWN RISK By using this indicator, you acknowledge that you have read this disclaimer and agree to be bound by its terms. If you do not agree with any part of this disclaimer, do not use this indicator.
อินดิเคเตอร์ Pine Script®
โดย aaboomar
Witch-Fire ALMA signals: Dynamic Liquidity & Trend GlowThe Witch-Fire ALMA is a high-precision trend bias and liquidity mapping tool designed for price action traders and Smart Money practitioners. Unlike traditional indicators that clutter your chart with lagging signals, this script provides a "clean-yet-powerful" visual anchor to help you stay on the right side of the market while identifying key Points of Interest (POIs). At its core, the script utilizes an optimized Arnaud Legoux Moving Average (ALMA). Known for its superior ability to balance smoothness and responsiveness, the ALMA effectively filters out market noise and "whipsaws" that often plague standard EMAs. Key Features: The Witch-Fire Glow: A neon-styled ALMA line that shifts between Bullish Green and Bearish Red. The white core provides surgical precision for price intersection, while the outer glow visualizes the strength and dominance of the current trend. Scaled Liquidity Levels: Automatically maps Buy Side Liquidity (BSL) and Sell Side Liquidity (SSL). These levels are dynamic—they scale proportionally with your ALMA settings. This ensures that the liquidity zones you see are always relevant to the trend cycle you are analyzing. Strategic Bias Background: A subtle background tint provides an instant psychological filter. Only look for Longs in the green zone and Shorts in the red zone to maintain a high-probability strike rate. How to Trade with Witch-Fire: Identify the Bias: Look at the Fire ALMA. If the "fire" is red and the price is below the line, your bias is strictly bearish. Watch the Sweeps: Wait for the price to "sweep" (pierce with a wick) the horizontal SSL (Green) or BSL (Red) lines. Execution: Look for a strong rejection candle (long wick, small body) at these levels that closes back towards the ALMA line. Best Used On: 15m, 1H, and 4H timeframes. Works exceptionally well for Crypto, Forex, and Indices.
อินดิเคเตอร์ Pine Script®
โดย CryptoWitch_NL
EMA and Dow Theory Strategies V2📘 Overview This strategy is an advanced evolution of the original EMA × Dow Theory hybrid model. V2 introduces true swing‑based trend detection, gradient trend‑zones, higher‑timeframe swing overlays, and dynamic exit logic designed for intraday to short‑term trading across crypto, forex, stocks, and indices. The system provides precise entries, adaptive exits, and highly visual guidance that helps traders understand trend structure at a glance. 🧠 Key Features 🔹 1. Dual‑EMA Trend Logic (Symbol + External Index) Both the chart symbol and an external index (OTHERS.D) are evaluated using fast/slow EMAs to determine correlation‑based trend bias. 🔹 2. Dow Theory Swing Detection (Real‑time) The script identifies swing highs/lows and updates trend direction when price breaks them. This creates a structural trend model that reacts faster than EMAs alone. 🔹 3. Gradient Trend Zones (Visual Trend Strength) When trend is up or down, the area between price and the latest swing level is filled with a multi‑step gradient. This makes trend strength and distance-to-structure visually intuitive. 🔹 4. Higher‑Timeframe Swing Trend (htfTrend) Swing highs/lows from a higher timeframe (e.g., 4H) are plotted to show macro structure. Used only for visual context, not for filtering entries. 🔹 5. RSI‑Based Entry Protection RSI prevents entries during extreme overbought/oversold conditions. 🔹 6. Dynamic Exit System Includes: Custom stop‑loss (%) Partial take‑profit (TP1/TP2/TP3) Automatic scale‑out when trend color weakens “Color‑change lockout” to prevent immediate re‑entry Real‑time PnL tracking and labels 🔹 7. Alerts for All Key Events Entry, stop‑loss, partial exits, and trend‑change exits all generate structured JSON alerts. 🔹 8. Visual PnL Labels & Equity Tracking PnL for the latest trade is displayed directly on the chart, including scale‑out adjustments. ⚙️ Input Parameters Parameter Description Fast EMA / Slow EMA EMAs used for symbol trend detection Index Fast / Slow EMA EMAs applied to external index StopLoss (%) Custom stop‑loss threshold Scale‑Out % Portion to exit when trend color weakens RSI Period / Levels Overbought/oversold filters Swing Detection Length Bars used to detect swing highs/lows Stats Display Position of statistics table 🧭 About htfTrend (Higher Timeframe Trend) The higher‑timeframe swing trend is displayed visually but not used for entry logic. Why? Strict HTF filtering reduces trade frequency and often removes profitable setups. By keeping it visual‑only, traders retain flexibility while still benefiting from macro structure awareness. Use it as a contextual guide, not a constraint. 📘 概要 本ストラテジーは、V1 を大幅に拡張した EMA × ダウ理論 × スイング構造 × 上位足トレンド可視化 の複合型モデルです。 短期〜デイトレード向けに最適化されており、仮想通貨・FX・株式・指数など幅広いアセットで利用できます。 V2 では、スイング構造の自動検出、グラデーションによるトレンド強度の可視化、上位足スイングライン、動的な利確/損切りロジック が追加され、視覚的にもロジック的にも大幅に強化されています。 🧠 主な機能 🔹 1. 銘柄＋外部インデックスの EMA クロス判定 対象銘柄と OTHERS.D の EMA を比較し、相関を考慮したトレンド方向を判定します。 🔹 2. ダウ理論に基づくスイング高値・安値の自動検出 スイング更新によりトレンド方向を切り替える、構造ベースのトレンド判定を採用。 🔹 3. グラデーション背景によるトレンド強度の可視化 スイングラインから現在価格までを段階的に塗り分け、 「どれだけトレンドが伸びているか」を直感的に把握できます。 🔹 4. 上位足スイングトレンド（htfTrend）の表示 4H などの上位足でのスイング高値・安値を表示し、 大局的なトレンド構造を視覚的に把握できます（ロジックには未使用）。 🔹 5. RSI による過熱・売られすぎフィルター 極端な RSI 状態でのエントリーを防止。 🔹 6. 動的イグジットシステム カスタム損切り（％） TP1/TP2/TP3 の段階的利確 トレンド色の弱まりによる自動スケールアウト 色変化後の再エントリー制限（waitForColorChange） リアルタイム PnL の追跡とラベル表示 🔹 7. アラート完備（JSON 形式） エントリー、損切り、部分利確、トレンド反転などすべてに対応。 🔹 8. 損益ラベル・統計表示 直近トレードの損益をチャート上に表示し、視覚的に把握できます。 ⚙️ 設定項目 設定項目名 説明 Fast / Slow EMA 銘柄の EMA 設定 Index Fast / Slow EMA 外部インデックスの EMA 設定 損切り（％） カスタム損切りライン 部分利確割合 トレンド弱化時のスケールアウト割合 RSI 期間・水準 過熱/売られすぎフィルター スイング検出期間 スイング高値・安値の検出に使用 統計表示位置 テーブルの表示位置 🧭 上位足トレンド（htfTrend）について 上位足スイングの更新に基づくトレンド判定を表示しますが、 エントリー条件には使用していません。 理由： 上位足を厳密にロジックへ組み込むと、トレード機会が大幅に減るためです。 本ストラテジーでは、 「大局の把握は視覚で、エントリーは柔軟に」 という設計思想を採用しています。 → 裁量で利確判断や逆張り回避に活用できます。
กลยุทธ์ Pine Script®
โดย mm_mitsuya