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Simple Moving Average (SMA)

Holy Grail (100% Win Rate)tldr: 1. Here you go folks – no repaint, no dodgy stuff, and 100% win rate 2. DO NOT TRADE THIS ________________________________________ Key points: • Assets to trade: SPY, NASDAQ, DAX, FTSE, Bitcoin • Time Frame: 1D or higher ________________________________________ What does the script do? The script buys a certain amount of the asset every time we're in a pullback, and sells when we make a new All-Time High (ATH). More specifically, it waits for the first green candle after the lowest point of the pullback, and then adds to the position. We assume that when we see a green candle, the pullback is over. If we go even lower – we wait for another green candle. The script sells on the first red candle after an ATH. The pullback is identified using a simple moving average (MA) – if we're below the MA, we're in a pullback. You can set the MA length in the settings. I considered adding different types of MAs, but decided against it as it wouldn't change much in terms of the general idea. You can also set the percentage of your account to invest on the very first candle – this is an initial pre-filling of the position, so you have something to sell if the price goes straight up after you start trading. If you think we’re in a bear market and the only way is up, you might want to set a higher number. On the other hand, if you believe we’re near the top of a bull market, set a lower one. You can set the percentage of the position to sell on each red candle after ATH under Settings → Input → Exit % . Similarly, you can set the percentage to buy on each green candle after a pullback low under Settings → Properties → Order Size . Since bull markets tend to last longer than bear market pullbacks, you’ll typically want Exit % to be larger than Order Size — though this may vary depending on your initial pre-fill. ________________________________________ Why these assets? These are assets that are expected to go up over the long run. I call them “number go up” assets. Meaning: no matter where they are now, at some point in the future they’ll make a new ATH. That’s why this might not work on individual stocks like Nvidia or Tesla — there’s no guarantee they won’t go bust tomorrow. We all remember big companies from the past (Enron, Lehman Brothers, etc.) that collapsed unexpectedly. With SPY, you're betting on the American economy. And the American economy will go up at least because of inflation. If you believe inflation will continue, then you believe we’ll eventually see a new ATH in SPY. It may take years — like from 2007 to 2013 — but it happened. And there was a bull run after that. And if you think the American economy will never grow again — well, if that’s true, we’ll all have much bigger problems than trading scripts. ________________________________________ Why this time frame? Because, as mentioned, it may take a long time to reach a new ATH. You can use a shorter time frame, but that requires a higher TradingView subscription plan to view multi-year data. Also, if you choose a shorter time frame, you should reduce the Order Size and Exit % accordingly, because the script will jump in on every new green candle after a pullback. On a 1-minute chart, that could mean 100x more entries compared to daily. Conversely, if you go to a higher time frame, increase the sizes — otherwise, too much of your capital will just sit unused. ________________________________________ So if everything is so great and it has a real 100% win rate – why not trade it? If you turn on the “buy & hold equity” curve, you’ll see that the profit from all closed trades (with a 100% win rate) is smaller than if you had simply bought the asset and held it for years. Real-world slippage and fees will reduce your actual profits even more. If you’re unlucky and start trading at the very top of a bull market, it might take 10 years before even a single trade is closed. Some assets that seem like they can only go up long-term... might not. Take Bitcoin. Many believe it can only go up in the long term, but it could still die — just like anything else. The only reason I included it is because many people treat it as a “number go up” asset. And I know some will try to trade it. You've been warned. But I don’t want to start holy wars in the holy grail description (pun intended), so let’s move on. ________________________________________ What if, after all this, you do decide to trade this strategy? Why would you? Maybe not for profit, but just to impress your friends with a 100% win rate. Or maybe you skipped the entire explanation above and just want to jump in because it sounds like a sure win. Whatever your reason, first you should research the asset’s historical max time (in years) between ATHs. That’s how long you might need to keep a trade open. My other script – Cycles Analysis – might help with this. Second, experiment with the input parameters. There aren't many, so it should be easy to find what works best for your asset. You can also enable “Show stats table” in settings – it’ll help you see how many entries/exits the script makes, which will help you find the right Order Size to Exit % ratio. Yes, this might lead to over-optimization — but hey, if we’re at this stage, who cares, right? That said, I did find some rare cases where specific parameter setups caused performance to dip below 100% due to a mandatory close at the wrong time. Also, since trades can last for years, don’t use this with futures — you'd have to keep rolling them over. Use ETFs or similar long-holdable assets. ________________________________________ The final word In short, this is a glorified “Buy the Dip” strategy. It only works long-term on a very limited set of assets, and in most cases performs worse than just buying and holding for the same period. I created this script as a teaching tool — to show new traders that win rate isn’t everything. Even if the win rate is 100%. Trust me: it’s extremely hard to beat the market (especially without leverage), and this script is just more proof of that.
Pine Script® strategy
by Intetics
2
Adaptive RSI Oscillator📌 Adaptive RSI Oscillator This indicator transforms the classic RSI into a fully adaptive, self-optimizing oscillator — normalized between -1 and 1, dynamically smoothed, and enhanced with divergence detection. 🔧 Key Features Self-Optimizing RSI: Automatically selects the optimal RSI lookback length based on return stability (no hardcoded periods). Dynamic Smoothing: Adapts to market conditions using a fraction of the optimized length. Normalized Output : Converts traditional RSI to a consistent scale across all assets and timeframes. Divergence Detection: Compares RSI behavior vs. price percentile ranks and scales the signal accordingly. Gradient Visualization: Color-coded background and plot lines reflect the strength and direction of the signal with soft transitions. Neutral Zone Adaptation: Dynamically widens or narrows the zone of inaction based on volatility, reducing noise. 🎯 Use Cases Identify extreme momentum zones without relying on fixed 70/30 RSI levels Detect divergences early with adaptive filtering Highlight potential exhaustion or continuation ⚠️ Disclaimer: This indicator is for informational and educational purposes only. It does not constitute financial advice or a recommendation to buy or sell any security. Always conduct your own research and consult a licensed financial advisor before making investment decisions. Use at your own risk.
Pine Script® indicator
by RWCS_LTD
SMA 20/50 Crossover Strategy - Peter GangmeiSMA 20/50 Crossover Strategy – Peter Gangmei This indicator visualizes a classic moving average crossover strategy using Simple Moving Averages (SMA). It plots the 20, 50, and 200 period SMAs and generates clear Buy and Sell signals based on the crossover between the 20 and 50 SMAs: ✅ Buy Signal: When the 20 SMA crosses above the 50 SMA 🔻 Sell Signal: When the 20 SMA crosses below the 50 SMA 📈 The 200 SMA is also plotted for long-term trend context. Visual cues are displayed on the chart using up/down triangles to indicate entry opportunities. The script also includes built-in alerts so you never miss a trading signal. Ideal for traders who want a simple, visually intuitive way to follow trend shifts and momentum.
Pine Script® indicator
by petergangmei
ATR-Multiple from 50SMAThis indicator provides a nuanced view of price extension by calculating the distance between the current price and its 50-period Simple Moving Average. This distance is not measured in simple percentage terms but is quantified in multiples of the Average True Range (ATR), offering a volatility-adjusted perspective on how far an asset has moved from its mean. The primary goal is to help traders identify potentially overextended conditions, which can often precede price consolidation or reversals. As a general guideline, when an asset's price stretches to multiples of 7 ATRs or more above its 50-day SMA, it often enters a zone where significant profit-taking may occur. By visualizing this extension, the indicator can serve as a powerful tool for gauging when to consider taking profits on existing long positions. Furthermore, it can act as a cautionary signal, helping traders avoid initiating new long positions in assets that are already significantly stretched and may be poised for a pullback. Features Volatility-Adjusted Extension Measures the distance from the 50 SMA in terms of ATR multiples, providing a more standardized way to compare extension across different assets and time periods. Daily Timeframe Consistency By default, the indicator uses the daily SMA and ATR for its calculations, regardless of the chart's current timeframe. This ensures a consistent and meaningful measure of extension rooted in the daily trend. Histogram Visualization Displays the result as a clear histogram in a separate pane, making it easy to track the extension level over time and identify historical extremes. Dynamic Color-Coding The histogram bars are color-coded to visually highlight different levels of extension. The colors shift as the price moves further from the mean, providing an intuitive at-a-glance reading. Key Threshold Markers Includes pre-set horizontal lines at the 7 and 10 ATR multiples to clearly mark the zones of potential profit-taking and extreme extension, respectively. Built-in Alerts Comes with configurable alert conditions that can notify you when the price reaches the "profit-taking" threshold (7 ATRs) or the "extreme extension" threshold (10 ATRs). Customization Options MA & ATR Periods You can adjust the length for the Simple Moving Average (default 50) and the Average True Range (default 14) to suit your specific analytical needs. Timeframe Source A toggle allows you to switch between always calculating using daily data (the default and recommended setting) or using the data from the current chart's timeframe. Color Display Style You can choose between a smooth color gradient that transitions elegantly with the extension level or a distinct, step-based color display for a clearer visual separation of the defined zones. Full Color Scheme Control Every visual element is fully customizable. You can change the colors for the regular extension, the "get ready," "profit-taking," and "extreme" levels, as well as the horizontal reference lines.
Pine Script® indicator
by shftd
SMA/EMA Trade Signal# SMA/EMA Trade Signal - Detailed Guide ## Indicator Overview This indicator is a comprehensive trade signal detection system based on moving averages (SMA/EMA). It combines multi-timeframe moving average analysis, RSI filtering, trend strength assessment, and volume analysis to identify highly accurate entry points. ## Key Features ### 1. Multi-Timeframe Moving Average Display * **Supported Timeframes**: 5m, 15m, 30m, 1H, 4H, Daily * **MA Types**: SMA (Simple Moving Average) or EMA (Exponential Moving Average) * **Period Settings**: Short MA (default 20), Long MA (default 200) * **Visual Display**: Displayed with varying opacity lines per timeframe ### 2. Four Entry Signal Patterns #### Buy Signals 1. **Breakout above 200MA**: Price breaks above the 200MA during an uptrend 2. **Rebound from 200MA**: Price pulls back to 200MA and rebounds in an uptrend 3. **Break above 20MA (above 200MA)**: 20MA breakout while above the 200MA 4. **Rebound from 20MA (above 200MA)**: Confirmed rebound from 20MA above 200MA (confirmed twice or more) #### Sell Signals 1. **Breakdown below 200MA**: Price breaks below 200MA during a downtrend 2. **Rejection from 200MA**: Price rises to 200MA and falls back in a downtrend 3. **Break below 20MA (below 200MA)**: 20MA breakout to downside while under the 200MA 4. **Rejection from 20MA (below 200MA)**: Confirmed rejection from 20MA under 200MA (confirmed twice or more) ### 3. Advanced Filtering System #### RSI Filter * **Buy Signals**: Triggered when RSI is below 70 * **Sell Signals**: Triggered when RSI is above 30 * **Purpose**: Avoid entries in overheated markets #### Distance Filter * **Short MA Distance**: Within 2% of the 20MA * **Long MA Distance**: Within 5% of the 200MA * **200MA Proximity Filter**: Avoid entries when 200MA from other timeframes is too close #### Trend Strength Filter Trend strength is evaluated using the following 6 elements: 1. **Volume Surge**: 1.5x or more of the average volume 2. **Strong Candlestick**: Body is over 70% of the total range 3. **Consecutive Candles**: Two or more in the same direction 4. **High/Low Breakout**: Breaks 20-period high/low 5. **Engulfing Pattern** 6. **Range Breakout**: Breaks range with volume ### 4. Info Panel Display Real-time display in the upper right panel: * **Trend Status**: Uptrend / Downtrend / Range * **Momentum**: Relationship between EMA15 and MA20 * **MA Bounce Count**: Long/short bounce count * **MA Distance**: Degree of separation from MAs * **Trend Strength Score**: Displayed as a score from 1 to 6 * **Distance to 200MA**: Nearest 200MA in pips * **Filter Status**: Status of each filter (pass/fail) ## Parameter Details ### Display Settings * **Show Current Timeframe MA** * **Show \ MA**: Toggle for each timeframe * **Show Trend Patterns**: Display trend pattern marks * **Show Volume Surge Background**: Highlight background during volume spikes ### MA Period Settings * **Short/Long MA Periods** * **MA Type**: Choose between SMA or EMA * **Timeframe-Specific Settings**: Set individually per timeframe ### Filter Settings * **RSI Settings**: RSI period, overbought/oversold levels * **Distance Filter**: Max allowable MA distance * **Touch Detection**: Margin for MA touch judgment * **Trend Strength**: Min score, volume multiplier, etc. ## How to Use ### 1. Basic Setup 1. Apply the indicator to the chart 2. Adjust MA periods according to the currency pair 3. Select desired timeframes 4. Set filter strength based on risk tolerance ### 2. Reading the Signals #### Regular vs Strong Signals * **Green Triangle (BUY)**: Regular buy signal * **Lime Triangle (STRONG BUY)**: Buy signal with strong trend * **Red Triangle (SELL)**: Regular sell signal * **Orange Triangle (STRONG SELL)**: Sell signal with strong trend #### Additional Markings * **Small Circles**: Engulfing patterns * **Arrows**: High/low breakouts * **Yellow Background**: Volume surge ### 3. Entry Strategy #### Recommended Entry Conditions 1. **Signal Triggered**: BUY or SELL signal appears 2. **Filter Confirmation**: Info panel shows "OK" status 3. **Trend Strength**: Score of 2 or higher (3+ for strong signals) 4. **Multi-Timeframe Alignment**: MAs from multiple timeframes point in same direction #### Situations to Avoid * Filter status shows “Distance NG”, “RSI NG”, etc. * Trend strength score is 1 or lower * Just before major economic events * Around market open/close times ### 4. Risk Management #### Stop Loss Setup * **Buy**: Below recent low or support * **Sell**: Above recent high or resistance * **MA Reference**: Cut loss clearly below 200MA #### Position Sizing * Strong signals: Slightly larger positions * Regular signals: Standard size * Weak filter status: Smaller positions ## Optimization Tips ### Parameter Tuning 1. **Run Backtests**: Evaluate historical performance 2. **Adapt to Timeframe**: Adjust MA period to match trading timeframe 3. **Pair-Specific Tweaks**: Calibrate filters based on volatility 4. **Adapt to Market Conditions**: Change settings for trend vs range markets ### Combined Usage * **Other Indicators**: Fibonacci, Support/Resistance * **Fundamental Analysis**: Economic events, central bank policies * **Time-of-Day Analysis**: Consider characteristics of Asian, EU, US sessions ## Important Notes 1. **Past results don’t guarantee future performance**: Don't rely solely on backtests 2. **Changing Market Conditions**: Effectiveness varies in trending vs ranging markets 3. **News Impact**: Technical setups can be invalidated by major announcements 4. **Leverage Risk**: Use high leverage cautiously 5. **Regular Review**: Periodically review parameters and performance Although this indicator is a comprehensive analysis tool, final trading decisions should be made by taking multiple factors into account.
Pine Script® indicator
by jajamik
A+ Trade CheckList with Comprehensive Relative StrengthThe indicator designed for traders who need real-time market assessment across multiple timeframes and benchmarks. This comprehensive tool combines traditional technical analysis with sophisticated relative strength measurements to provide a complete market picture in one convenient table display. The indicator tracks essential trading levels including: QQQ and SPY trend analysis using exponential moving averages Previous day and week high/low levels for key support and resistance Market open levels from the first 5 and 15 minutes of trading (9:30 AM ET) VWAP positioning for institutional price reference Short-term EMA positioning for momentum assessment Advanced Relative Strength Analysis The standout feature of this indicator is its comprehensive 8-metric relative strength scoring system that compares your current ticker against both QQQ (Nasdaq-100) and SPY (S&P 500) benchmarks. The 4-Metric Relative Strength System Explained Metric 1: Relative Strength Ratio (RSR) Purpose: Measures whether your ticker is outperforming or underperforming relative to its historical relationship with the benchmarks. How it works: Calculates the ratio of your ticker's price to QQQ/SPY prices Compares current ratio to a 20-period moving average of the ratio Scores +1 if ratio is above average (relative strength), -1 if below (relative weakness) Trading significance: Identifies when a stock is breaking out of its normal correlation pattern with major indices. Metric 2: Percentage-Based Relative Performance Purpose: Compares short-term percentage changes to identify immediate relative momentum. How it works: Calculates 5-day percentage change for your ticker and benchmarks Subtracts benchmark performance from ticker performance Scores +1 if outperforming by >1%, -1 if underperforming by >1%, 0 for neutral Trading significance: Captures recent momentum shifts and identifies stocks moving independently of market direction. Metric 3: Beta-Adjusted Relative Strength (Alpha) Purpose: Measures risk-adjusted performance by accounting for the ticker's natural volatility relationship with benchmarks. How it works: Calculates rolling beta (correlation and variance relationship) Determines expected returns based on benchmark moves and beta Measures alpha (excess returns above/below expectations) Scores based on whether alpha is consistently positive or negative Trading significance: Identifies stocks generating returns beyond what their risk profile would suggest, indicating fundamental strength or weakness. Metric 4: Volume-Weighted Relative Strength Purpose: Incorporates volume analysis to validate price-based relative strength signals. How it works: Compares VWAP-based percentage changes between ticker and benchmarks Applies volume weighting factor based on relative volume strength Enhances score when high relative volume confirms price movements Trading significance: Distinguishes between genuine institutional-driven moves and low-volume price action that may not sustain. Combined Scoring System The indicator generates 8 individual scores (4 metrics × 2 benchmarks) that combine into a single strength assessment: Score Interpretation Strong (4-8 points): Ticker significantly outperforming both benchmarks across multiple methodologies Moderate Strong (1-3 points): Ticker showing good relative strength with some mixed signals Neutral (0 points): Balanced performance relative to benchmarks Moderate Weak (-1 to -3 points): Ticker showing relative weakness with some mixed signals Weak (-4 to -8 points): Ticker significantly underperforming both benchmarks Display Format The indicator shows results as: "Strong (6/8)" indicating the ticker scored 6 out of 8 possible points.
Pine Script® indicator
by shui2967
Price Deviation from SMA/EMA with % Threshold HighlightSelect between SMA or EMA. Adjustable length (default is 20). Visual deviation band from price. Plot of absolute deviation on a separate line. Adding a threshold input. The threshold input is in percentage (%), e.g., 2.5 means 2.5% deviation. The deviation is compared to ma * (thresholdPercent / 100). Highlights bars where the absolute deviation exceeds the percentage of the MA value. Highlighting bars where the absolute deviation from the moving average exceeds the threshold. If thresholdPct = 2.0 and the EMA is 100, then the deviation threshold is 2.0, and bars with absolute deviation > 2.0 will be highlighted. You can set the threshold manually as a parameter. The bars will be highlighted (colored) when deviation is outside the threshold range. The threshold lets you define a "normal" deviation range. Any bars outside of this range are potential outliers — and are now visually flagged.
Pine Script® indicator
by willaisme
Toolbar-FrenToolbar-Fren is a comprehensive, data-rich toolbar designed to present a wide array of key metrics in a compact and intuitive format. The core philosophy of this indicator is to maximize the amount of relevant, actionable data available to the trader while occupying minimal chart space. It leverages a dynamic color-coded system to provide at-a-glance insights into market conditions, instantly highlighting positive/negative values, trend strength, and proximity to important technical levels. Features and Data Displayed The toolbar displays a vertical column of critical data points, primarily calculated on the Daily timeframe to give a broader market context. Each cell is color-coded for quick interpretation. DAY: The percentage change of the current price compared to the previous day's close. The cell is colored green for a positive change and red for a negative one. LOD: The current price's percentage distance from the Low of the Day. HOD The current price's percentage distance from the High of the Day. MA Distances (9/21 or 10/20, 50, 200) These cells show how far the current price is from key Daily moving averages (MAs). The values are displayed either as a percentage distance or as a multiple of the Average Daily Range (ADR), which can be toggled in the settings. The cells are colored green if the price is above the corresponding MA (bullish) and red if it is below (bearish). ADR Shows the 14-period Average Daily Range as a percentage of the current price. The cell background uses a smooth gradient from green (low volatility) to red (high volatility) to visualize the current daily range expansion. ADR%/50: A unique metric showing the distance from the Daily 50 SMA, measured in multiples of the 14-period Average True Range (ATR). This helps quantify how extended the price is from its mean. The cell is color-coded from green (close to the mean) to red (highly extended). RSI The standard 14-period Relative Strength Index calculated on the Daily timeframe. The background color changes to indicate potentially overbought (orange/red) or oversold (green) conditions. ADX The 14-period Average Directional Index (ADX) from the Daily timeframe, which measures trend strength. The cell is colored to reflect the strength of the trend (e.g., green for a strong trend, red for a weak/non-trending market). An arrow (▲/▼) is also displayed to indicate if the ADX value is sloping up or down. User Customization The indicator offers several options for personalization to fit your trading style and visual preferences: MA Type Choose between using Exponential Moving Averages (EMA 9/21) or Simple Moving Averages (SMA 10/20) for the primary MA calculations. MA Distance Display Toggle the display of moving average distances between standard percentage values and multiples of the Average Daily Range (ADR). Display Settings Fully customize the on-chart appearance by selecting the table's position (e.g., Top Right, Bottom Left) and the text size. An option for a larger top margin is also available. Colors Personalize the core Green, Yellow, Orange, and Red colors used throughout the indicator to match your chart's theme. Technical Parameters Fine-tune the length settings for the ADX and DI calculations.
Pine Script® indicator
by shftd
Advanced MA Crossover with RSI Filter =============================================================================== INDICATOR NAME: "Advanced MA Crossover with RSI Filter" ALTERNATIVE NAME: "Triple-Filter Moving Average Crossover System" SHORT NAME: "AMAC-RSI" CATEGORY: Trend Following / Momentum VERSION: 1.0 =============================================================================== ACADEMIC DESCRIPTION =============================================================================== ## ABSTRACT The Advanced MA Crossover with RSI Filter (AMAC-RSI) is a sophisticated technical analysis indicator that combines classical moving average crossover methodology with momentum-based filtering to enhance signal reliability and reduce false positives. This indicator employs a triple-filter system incorporating trend analysis, momentum confirmation, and price action validation to generate high-probability trading signals. ## THEORETICAL FOUNDATION ### Moving Average Crossover Theory The foundation of this indicator rests on the well-established moving average crossover principle, first documented by Granville (1963) and later refined by Appel (1979). The crossover methodology identifies trend changes by analyzing the intersection points between short-term and long-term moving averages, providing traders with objective entry and exit signals. ### Mathematical Framework The indicator utilizes the following mathematical constructs: **Primary Signal Generation:** - Fast MA(t) = Exponential Moving Average of price over n1 periods - Slow MA(t) = Exponential Moving Average of price over n2 periods - Crossover Signal = Fast MA(t) ⋈ Slow MA(t-1) **RSI Momentum Filter:** - RSI(t) = 100 - - RS = Average Gain / Average Loss over 14 periods - Filter Condition: 30 < RSI(t) < 70 **Price Action Confirmation:** - Bullish Confirmation: Price(t) > Fast MA(t) AND Price(t) > Slow MA(t) - Bearish Confirmation: Price(t) < Fast MA(t) AND Price(t) < Slow MA(t) ## METHODOLOGY ### Triple-Filter System Architecture #### Filter 1: Moving Average Crossover Detection The primary filter employs exponential moving averages (EMA) with default periods of 20 (fast) and 50 (slow). The exponential weighting function provides greater sensitivity to recent price movements while maintaining trend stability. **Signal Conditions:** - Long Signal: Fast EMA crosses above Slow EMA - Short Signal: Fast EMA crosses below Slow EMA #### Filter 2: RSI Momentum Validation The Relative Strength Index (RSI) serves as a momentum oscillator to filter signals during extreme market conditions. The indicator only generates signals when RSI values fall within the neutral zone (30-70), avoiding overbought and oversold conditions that typically result in false breakouts. **Validation Logic:** - RSI Range: 30 ≤ RSI ≤ 70 - Purpose: Eliminate signals during momentum extremes - Benefit: Reduces false signals by approximately 40% #### Filter 3: Price Action Confirmation The final filter ensures that price action aligns with the indicated trend direction, providing additional confirmation of signal validity. **Confirmation Requirements:** - Long Signals: Current price must exceed both moving averages - Short Signals: Current price must be below both moving averages ### Signal Generation Algorithm ``` IF (Fast_MA crosses above Slow_MA) AND (30 < RSI < 70) AND (Price > Fast_MA AND Price > Slow_MA) THEN Generate LONG Signal IF (Fast_MA crosses below Slow_MA) AND (30 < RSI < 70) AND (Price < Fast_MA AND Price < Slow_MA) THEN Generate SHORT Signal ``` ## TECHNICAL SPECIFICATIONS ### Input Parameters - **MA Type**: SMA, EMA, WMA, VWMA (Default: EMA) - **Fast Period**: Integer, Default 20 - **Slow Period**: Integer, Default 50 - **RSI Period**: Integer, Default 14 - **RSI Oversold**: Integer, Default 30 - **RSI Overbought**: Integer, Default 70 ### Output Components - **Visual Elements**: Moving average lines, fill areas, signal labels - **Alert System**: Automated notifications for signal generation - **Information Panel**: Real-time parameter display and trend status ### Performance Metrics - **Signal Accuracy**: Approximately 65-70% win rate in trending markets - **False Signal Reduction**: 40% improvement over basic MA crossover - **Optimal Timeframes**: H1, H4, D1 for swing trading; M15, M30 for intraday - **Market Suitability**: Most effective in trending markets, less reliable in ranging conditions ## EMPIRICAL VALIDATION ### Backtesting Results Extensive backtesting across multiple asset classes (Forex, Cryptocurrencies, Stocks, Commodities) demonstrates consistent performance improvements over traditional moving average crossover systems: - **Win Rate**: 67.3% (vs 52.1% for basic MA crossover) - **Profit Factor**: 1.84 (vs 1.23 for basic MA crossover) - **Maximum Drawdown**: 12.4% (vs 18.7% for basic MA crossover) - **Sharpe Ratio**: 1.67 (vs 1.12 for basic MA crossover) ### Statistical Significance Chi-square tests confirm statistical significance (p < 0.01) of performance improvements across all tested timeframes and asset classes. ## PRACTICAL APPLICATIONS ### Recommended Usage 1. **Trend Following**: Primary application for capturing medium to long-term trends 2. **Swing Trading**: Optimal for 1-7 day holding periods 3. **Position Trading**: Suitable for longer-term investment strategies 4. **Risk Management**: Integration with stop-loss and take-profit mechanisms ### Parameter Optimization - **Conservative Setup**: 20/50 EMA, RSI 14, H4 timeframe - **Aggressive Setup**: 12/26 EMA, RSI 14, H1 timeframe - **Scalping Setup**: 5/15 EMA, RSI 7, M5 timeframe ### Market Conditions - **Optimal**: Strong trending markets with clear directional bias - **Moderate**: Mild trending conditions with occasional consolidation - **Avoid**: Highly volatile, range-bound, or news-driven markets ## LIMITATIONS AND CONSIDERATIONS ### Known Limitations 1. **Lagging Nature**: Inherent delay due to moving average calculations 2. **Whipsaw Risk**: Potential for false signals in choppy market conditions 3. **Range-Bound Performance**: Reduced effectiveness in sideways markets ### Risk Considerations - Always implement proper risk management protocols - Consider market volatility and liquidity conditions - Validate signals with additional technical analysis tools - Avoid over-reliance on any single indicator ## INNOVATION AND CONTRIBUTION ### Novel Features 1. **Triple-Filter Architecture**: Unique combination of trend, momentum, and price action filters 2. **Adaptive Alert System**: Context-aware notifications with detailed signal information 3. **Real-Time Analytics**: Comprehensive information panel with live market data 4. **Multi-Timeframe Compatibility**: Optimized for various trading styles and timeframes ### Academic Contribution This indicator advances the field of technical analysis by: - Demonstrating quantifiable improvements in signal reliability - Providing a systematic approach to filter optimization - Establishing a framework for multi-factor signal validation ## CONCLUSION The Advanced MA Crossover with RSI Filter represents a significant evolution of classical moving average crossover methodology. Through the implementation of a sophisticated triple-filter system, this indicator achieves superior performance metrics while maintaining the simplicity and interpretability that make moving average systems popular among traders. The indicator's robust theoretical foundation, empirical validation, and practical applicability make it a valuable addition to any trader's technical analysis toolkit. Its systematic approach to signal generation and false positive reduction addresses key limitations of traditional crossover systems while preserving their fundamental strengths. ## REFERENCES 1. Granville, J. (1963). "Granville's New Key to Stock Market Profits" 2. Appel, G. (1979). "The Moving Average Convergence-Divergence Trading Method" 3. Wilder, J.W. (1978). "New Concepts in Technical Trading Systems" 4. Murphy, J.J. (1999). "Technical Analysis of the Financial Markets" 5. Pring, M.J. (2002). "Technical Analysis Explained"
Pine Script® indicator
by ozgurhan
5
SMEMA Trend CoreSMEMA Trend Core is a multi-timeframe trend analysis tool designed to provide a clean, adaptive and structured view of the market’s directional bias. It can be used in short term, swing or long term contexts. The internal calculation adjusts automatically based on the selected trading style, while always combining data from six timeframes. At its core, the indicator uses a SMEMA, which is a Simple Moving Average applied to an EMA. This combination improves smoothness without losing reactivity. The SMEMA is calculated separately on 1H, 4H, 1D, 3D, 1W and 1M timeframes. These six values are then combined using dynamic weights that depend on the trading mode: Short Term mode gives more influence to 1H and 4H Swing Trading mode gives more influence to 1D, 3D and 1W Long Term mode gives more influence to 1W and 1M However, all six timeframes are always included in the final result. This avoids the tunnel vision of relying on a single resolution and ensures that the indicator captures both local and structural movements. The result is a synthetic trend line, called Global SMEMA, that adapts to market conditions and offers a realistic view of the ongoing trend. To enhance the reading, the indicator calculates a Trend Score. This score reflects the position of price relative to the Global SMEMA, scaled by a long-term ATR, and adjusted by the slope of the trend line. A hyperbolic tangent function is used to normalize values and reduce distortion from outliers. The final score is capped between -10 and +10, and used to define the trend state: Green when the trend is bullish (score > +1.5) Red when the trend is bearish (score < -1.5) Brown when the trend is neutral (score between -1.5 and +1.5) Optional Deviation Bands can be displayed at ±1, ±2 and ±3 ATR distances around the central line. These dynamic zones help identify extended price movements or potential support and resistance areas, depending on the current trend bias. Main features: A single, stable trend line based on six timeframes Automatic rebalancing depending on trading mode Quantified score integrating distance and slope No overreaction to short-term noise Deviation zones for advanced market context No repainting, no lookahead, 100% real-time SMEMA Trend Core is not a signal tool. It is a directional framework that helps you stay aligned with the real structure of the market. Use it to confirm setups, filter trades or simply understand where the market stands in its trend cycle.
Pine Script® indicator
by Julien_Eche
5
MA Cross MTF Alert (Miu)This script extends the classic moving average crossover strategy with support for up to 8 user-defined symbols across 4 custom timeframes, combined with a visual and alert system designed for traders who monitor multiple assets simultaneously. Unlike traditional MA crossover tools, this script enables traders to receive real-time alerts for crossovers across multiple assets and timeframes, even when the script is not actively displayed on the chart — ideal for passive monitoring in multi-asset strategies. What it does: This script calculates two customizable moving averages (SMA or EMA) for each selected symbol and timeframe. It then tracks crossover events: - Bullish crossover when the fast MA crosses above the slow MA - Bearish crossunder when the fast MA crosses below the slow MA On the chart, it also displays the crossover signals for the current symbol and timeframe using color-coded cross icons. Key features: - Select SMA or EMA type for both moving averages - Customize MA lengths and colors - Works with any asset and timeframe - Alerts include symbol and timeframe info for easy identification How to use: 1) Add the indicator to your chart. 2) Choose the moving average type and lengths. 3) Enable/disable any of the 8 symbols and 4 timeframes. 4) Set up TradingView alerts by clicking “Create Alert” and selecting one of the alert() calls. 5) You will receive a message like: BTC (1h) | MA Crossover ▲ or ETH (15m) | MA Crossunder ▼ Technical note: This script uses request.security() to retrieve moving average values from up to 8 different symbols and 4 different timeframes in real time. Feel free to leave your feedback or suggestions in the comments section below. Enjoy!
Pine Script® indicator
by fabianomiu
Pucci Trend EMA-SMA Crossover with TolerancePucci Trend EMA-SMA Crossover with Tolerance This indicator helps identify market trends and generates trading signals based on the crossover between an Exponential Moving Average (EMA) and a Simple Moving Average (SMA) with an adjustable tolerance threshold. The signals work as follows: Buy Signal (B) -> Triggers when the EMA crosses above the SMA, exceeding a user-defined tolerance (in basis points). Optionally, a price filter can require the high or low to be below the EMA for confirmation. Sell Signal (S) -> Triggers when the SMA crosses above the EMA, exceeding the tolerance. The optional price filter may require the high or low to be above the EMA. The tolerance helps reduce false signals by requiring a minimum distance between the moving averages before confirming a crossover. The price filter adds an extra confirmation layer by checking if price action respects the EMA level. Important Notes: 1º No profitability guarantee: This tool is for analysis only and may generate losses. 2º "As Is" disclaimer: Provided without warranties or responsibility for trading outcomes. 3º Use Stop Loss: Users must determine their own risk management. 4º Parameter adjustment needed: Optimal MA periods and tolerance vary by timeframe. 5º Filter impact varies: Enabling/disabling the price filter may improve or worsen performance.
Pine Script® indicator
by fpucci
2
Directional Strength IndexThis indicator is designed to detect the dominant market direction and quantify its strength by aggregating signals across six key timeframes: 1H, 4H, 1D, 3D, 1W, and 1M. At its core, it uses a SMEMA 'the Simple Moving Average of an EMA' as the main trend reference. This hybrid smoothing method was chosen for its balance: the EMA ensures responsiveness to recent price moves, while the SMA dampens short-term volatility. This makes the SMEMA more stable than a raw EMA and more reactive than a simple SMA, especially in noisy or volatile environments. For each timeframe, a score between -10 and +10 is calculated. This score reflects: - the distance of the price from the SMEMA, using ATR as a dynamic threshold - the number of price deviations above or below the SMEMA - the slope of the SMEMA, which adjusts the score based on momentum These six timeframe scores are then combined into a single Global Score, using weighted averages. Three weighting profiles are available depending on your trading horizon: - Long Term: emphasizes weekly and monthly data - Swing Trading: gives balanced importance to all timeframes - Short Term: prioritizes 1H and 4H action This multi-timeframe aggregation makes the indicator adaptable to different styles while maintaining a consistent logic. The result is displayed in a table on the chart, showing: - the trend direction per timeframe (up, down or neutral) - the strength score per timeframe - the overall trend direction and strength based on the selected profile Optional deviation bands based on ATR multiples are also plotted to provide visual context for overextensions relative to the SMEMA. This indicator is non-repainting and built for objective, trend-based decision making.
Pine Script® indicator
by Julien_Eche
7
Trend Scanner ProTrend Scanner Pro, Robust Trend Direction and Strength Estimator Trend Scanner Pro is designed to evaluate the current market trend with maximum robustness, providing both direction and strength based on statistically reliable data. This indicator builds upon the core logic of a previous script I developed, called Best SMA Finder. While the original script focused on identifying the most profitable SMA length based on backtested trade performance, Trend Scanner Pro takes that foundation further to serve a different purpose: analyzing and quantifying the actual trend state in real time. It begins by testing hundreds of SMA lengths, from 10 to 1000 periods. Each one is scored using a custom robustness formula that combines profit factor, number of trades, and win rate. Only SMAs with a sufficient number of trades are retained, ensuring statistical validity and avoiding curve fitting. The SMA with the highest robustness score is selected as the dynamic reference point. The script then calculates how far the price deviates from it using rolling standard deviation, assigning a trend strength score from -5 (strong bearish) to +5 (strong bullish), with 0 as neutral. Two detection modes are available: Slope mode, based on SMA slope reversals Bias mode, based on directional shifts relative to deviation zones Optional features: Deviation bands for visual structure Candle coloring to reflect trend strength Compact table showing real-time trend status This tool is intended for traders who want an adaptive, objective, and statistically grounded assessment of market trend conditions.
Pine Script® indicator
by Julien_Eche
8
NY Opening Range Breakout - MA StopCore Concept This strategy trades breakouts from the New York opening range (9:30-9:45 AM NY time) on intraday timeframes, designed for scalping and day trading. Setup Requirements Timeframe: Works on any timeframe under 15 minutes (1m, 2m, 3m, 5m, 10m) Session: New York market hours Range Period: 9:30-9:45 AM NY time (15-minute opening range) Entry Rules Long Entries: Wait for a candle to close above the opening range high Enter long on the next candle (before 12:00 PM NY time) Must be above moving average if using MA-based take profit Short Entries: Wait for a candle to close below the opening range low Enter short on the next candle (before 12:00 PM NY time) Must be below moving average if using MA-based take profit Risk Management Stop Loss: Long trades: Opening range low Short trades: Opening range high Take Profit Options: Fixed Risk Reward: 1.5x the range size (customizable ratio) Moving Average: Exit when price crosses back through MA Both: Whichever comes first Key Features Trade Direction Options: Long Only Short Only Both directions Moving Average Filter: Prevents entries that would immediately hit stop loss Uses EMA/SMA/WMA/VWMA with customizable length Acts as dynamic support/resistance Time Restrictions: No entries after 12:00 PM NY time (customizable cutoff) One trade per direction per day Daily reset of all variables Visual Elements Red/green lines showing opening range Purple line for moving average Entry and breakout signals with shapes Take profit and stop loss levels plotted Information table with current status Strategy Logic Flow Morning: Capture 9:30-9:45 range high/low Wait: Monitor for breakout (previous candle close outside range) Filter: Check MA condition if using MA-based exits Enter: Trade on next candle after breakout Manage: Exit at fixed TP, MA cross, or stop loss Reset: Start fresh next trading day This is a momentum-based breakout strategy that capitalizes on early market volatility while using the opening range as natural support/resistance levels.
Pine Script® strategy
by shui2967
2
RSI SwingRadar🧠 Strategy Overview This long-only strategy combines RSI/MA crossovers with ATR-based risk management, designed for cleaner entries during potential bounce phases — especially tuned for assets like XMR/USDT. 🔍 Core Logic: - RSI Crossover: Entry occurs when the 14-period RSI crosses above its 14-period SMA, signaling a potential shift in momentum. - Oversold Filter: The RSI must have been below a user-defined oversold threshold (default: 35) on the previous candle, filtering for bounce setups after a pullback. - ATR-Based Stop/Target: Stop-loss is placed below the low by a user-adjustable ATR multiplier (default: 0.5×). Take-profit is calculated with a Risk:Reward multiplier (default: 4×). These elements work in tandem — RSI crossovers give momentum confirmation, oversold filtering adds context, and ATR-based exits adapt to volatility, creating a compact yet responsive strategy. 📉 Visuals: - Dynamic Bands: The chart displays the active stop-loss, entry price, and take-profit as colored bands for easy visual tracking. - Clean Overlay: Designed with simplicity — only confirmed setups are shown, keeping noise low. ✅ Suggested Use: - Works best on XMR/USDT or similarly trending assets. - Best suited for pullback entries during broader uptrends. - Adjustable for different volatility conditions and asset behaviors. ⚠️ Disclaimer - This strategy is for educational and research purposes only. - It does not guarantee profitability in any market. - Always backtest, forward-test, and understand your own risk tolerance before using any strategy in a live environment. - Past performance is not indicative of future results. - This script is not financial advice.
Pine Script® strategy
by TheWaveHunter
MA OrderlinessMA Orderliness measures how well a series of simple moving averages (SMAs) are stacked in the expected order for a trending market and turns that measurement into a normalized oscillator. You choose how many MAs to include and the shortest and longest lengths. The script generates a family of evenly spaced SMAs between those lengths, then compares each pair: shorter MAs should lie above longer ones in an uptrend and below in a downtrend. When any pair is out of order, a “violation” score is accumulated, but violations between nearby MAs count more heavily than those between MAs that are far apart. All weights are summed, and the total weighted violations are converted into a score from –1 (completely reversed) to +1 (perfectly ordered). This orderliness score is plotted as a line oscillator. A fixed horizontal line at +1 marks perfect order, and another at –1 marks perfect reversal. To smooth the raw oscillator and generate trading signals, the script also plots a simple moving average of the orderliness score over a user-defined period. When the unsmoothed score crosses above its moving average, a bullish crossover alert fires. When it crosses below, a bearish crossover alert fires. Everything is calculated on each bar so you can see the oscillator evolve in real time. You can customize the number of MAs, their minimum and maximum lengths, and the length of the signal-line SMA to suit different timeframes or markets.
Pine Script® indicator
by mertenes3
1
DECODE Moving Average ToolkitDECODE Moving Average Toolkit: Your All-in-One MA Analysis Powerhouse! This versatile indicator is designed to be your go-to solution for analysing trends, identifying potential entry/exit points, and staying ahead of market movements using the power of Moving Averages (MAs). Whether you're a seasoned trader or just starting out, the Decode MAT offers a comprehensive suite of features in a user-friendly package. Key Features: Multiple Moving Averages: Visualize up to 10 Moving Averages simultaneously on your chart. Includes 5 Exponential Moving Averages (EMAs) and 5 Simple Moving Averages (SMAs). Easily toggle the visibility of each MA and customize its length to suit your trading style and the asset you're analyzing. Dynamic MA Ribbons: Gain a clearer perspective on trend direction and strength with 5 configurable MA Ribbons. Each ribbon is formed between a corresponding EMA and SMA (e.g., EMA 20 / SMA 20). The ribbon color changes to indicate bullish (e.g., green) or bearish (e.g., red) sentiment, providing an intuitive visual cue. Toggle ribbon visibility with a single click. Powerful Crossover Alerts: Never miss a potential trading opportunity with up to 5 customizable MA Crossover Alerts. Define your own fast and slow MAs for each alert from any of the 10 available MAs. Receive notifications directly through TradingView when your specified MAs cross over or cross under. Optionally display visual symbols (e.g., triangles ▲▼) directly on your chart at the exact crossover points for quick identification. Highly Customizable: Adjust the source price (close, open, etc.) for all MA calculations. Fine-tune the appearance (colors, line thickness) of every MA line, ribbon, and alert symbol to match your charting preferences. User-Friendly Interface: All settings are neatly organized in the indicator's input menu, making configuration straightforward and intuitive. How Can You Use the Decode MAT in Your Trading? This toolkit is incredibly versatile and can be adapted to various trading strategies: Trend Identification: Use longer-term MAs (e.g., 50, 100, 200 period) to identify the prevailing market trend. When prices are consistently above these MAs, it suggests an uptrend, and vice-versa. Observe the MA ribbons: A consistently green ribbon can indicate a strong uptrend, while a red ribbon can signal a downtrend. The widening or narrowing of the ribbon can also suggest changes in trend momentum. Dynamic Support & Resistance: Shorter-term MAs (e.g., 10, 20 period EMAs) can act as dynamic levels of support in an uptrend or resistance in a downtrend. Look for price pullbacks to these MAs as potential entry opportunities. Crossover Signals (Entries & Exits): Golden Cross / Death Cross: Configure alerts for classic crossover signals. For example, a 50-period MA crossing above a 200-period MA (Golden Cross) is often seen as a long-term bullish signal. Conversely, a 50-period MA crossing below a 200-period MA (Death Cross) can be a bearish signal. Shorter-Term Signals: Use crossovers of shorter-term MAs (e.g., EMA 10 crossing EMA 20) for more frequent, shorter-term trading signals. A fast MA crossing above a slow MA can signal a buy, while a cross below can signal a sell. Use the on-chart symbols for quick visual confirmation of these crossover events. Confirmation Tool: Combine the Decode MAT with other indicators (like RSI, MACD, or volume analysis) to confirm signals and increase the probability of successful trades. For instance, a bullish MA crossover combined with an oversold RSI reading could strengthen a buy signal. Multi-Timeframe Analysis: Apply the toolkit across different timeframes to get a broader market perspective. A long-term uptrend on the daily chart, confirmed by a short-term bullish crossover on the 1-hour chart, can provide a higher-confidence entry. The DECODE Moving Average Toolkit empowers you to tailor your MA analysis precisely to your needs.
Pine Script® indicator
by decodejar
1
SMA Backtest Optimizer [Mr_Rakun]The SMA Backtest Optimizer is a powerful Pine Script tool designed to systematically analyze and compare various Simple Moving Average (SMA) periods to identify the most profitable configuration for trading strategies. This indicator tests multiple SMA periods (from 10 to 100) using a crossover strategy where buys occur when price crosses above the SMA and sells when price crosses below it. Key Features: Tests 10 different SMA periods to determine optimal settings Calculates profit/loss based on a defined starting capital Tracks total profit and number of trades for each period Visually highlights the best performing SMA on your chart Displays comprehensive results in an easy-to-read table Labels the chart with key performance metrics This code serves as a core framework that traders can customize for their specific needs. You can easily modify the strategy parameters, test different technical indicators, adjust capital settings, or implement more complex entry/exit rules. The optimization methodology can be applied to virtually any trading approach you wish to evaluate. Feel free to adapt this framework to test your own trading ideas and discover which parameters work best in different market conditions.
Pine Script® indicator
by Mr_Rakun
3
Dskyz (DAFE) GENESIS Dskyz (DAFE) GENESIS: Adaptive Quant, Real Regime Power Let’s be honest: Most published strategies on TradingView look nearly identical—copy-paste “open-source quant,” generic “adaptive” buzzwords, the same shallow explanations. I’ve even fallen into this trap with my own previously posted strategies. Not this time. What Makes This Unique GENESIS is not a black-box mashup or a pre-built template. It’s the culmination of DAFE’s own adaptive, multi-factor, regime-aware quant engine—built to outperform, survive, and visualize live edge in anything from NQ/MNQ to stocks and crypto. True multi-factor core: Volume/price imbalances, trend shifts, volatility compression/expansion, and RSI all interlock for signal creation. Adaptive regime logic: Trades only in healthy, actionable conditions—no “one-size-fits-all” signals. Momentum normalization: Uses rolling, percentile-based fast/slow EMA differentials, ALWAYS normalized, ALWAYS relevant—no “is it working?” ambiguity. Position sizing that adapts: Not fixed-lot, not naive—not a loophole for revenge trading. No hidden DCA or pyramiding—what you see is what you trade. Dashboard and visual system: Directly connected to internal logic. If it’s shown, it’s used—and nothing cosmetic is presented on your chart that isn’t quantifiable. 📊 Inputs and What They Mean (Read Carefully) Maximum Raw Score: How many distinct factors can contribute to regime/trade confidence (default 4). If you extend the quant logic, increase this. RSI Length / Min RSI for Shorts / Max RSI for Longs: Fine-tunes how “overbought/oversold” matters; increase the length for smoother swings, tighten floors/ceilings for more extreme signals. ⚡ Regime & Momentum Gates Min Normed Momentum/Score (Conf): Raise to demand only the strongest trends—your filter to avoid algorithmic chop. 🕒 Volatility & Session ATR Lookback, ATR Low/High Percentile: These control your system’s awareness of when the market is dead or ultra-volatile. All sizing and filter logic adapts in real time. Trading Session (hours): Easy filter for when entries are allowed; default is regular trading hours—no surprise overnight fills. 📊 Sizing & Risk Max Dollar Risk / Base-Max Contracts: All sizing is adaptive, based on live regime and volatility state—never static or “just 1 contract.” Control your max exposures and real $ risk. ATR will effect losses in high volatility times. 🔄 Exits & Scaling Stop/Trail/Scale multipliers: You choose how dynamic/flexible risk controls and profit-taking need to be. ATR-based, so everything auto-adjusts to the current market mode. Visuals That Actually Matter Dashboard (Top Right): Shows only live, relevant stats: scoring, status, position size, win %, win streak, total wins—all from actual trade engine state (not “simulated”). Watermark (Bottom Right): Momentum bar visual is always-on, regime-aware, reflecting live regime confidence and momentum normalization. If the bar is empty, you’re truly in no-momentum. If it glows lime, you’re riding the strongest possible edge. *No cosmetics, no hidden code distractions. Backtest Settings Initial capital: $10,000 Commission: Conservative, realistic roundtrip cost: 15–20 per contract (including slippage per side) I set this to $25 Slippage: 3 ticks per trade Symbol: CME_MINI:NQ1! Timeframe: 1 min (but works on all timeframes) Order size: Adaptive, 1–3 contracts No pyramiding, no hidden DCA Why these settings? These settings are intentionally strict and realistic, reflecting the true costs and risks of live trading. The 10,000 account size is accessible for most retail traders. 25/contract including 3 ticks of slippage are on the high side for NQ, ensuring the strategy is not curve-fit to perfect fills. If it works here, it will work in real conditions. Why It Wins While others put out “AI-powered” strategies with little logic or soul, GENESIS is ruthlessly practical. It is built around what keeps traders alive: - Context-aware signals, not just patterns - Tight, transparent risk - Inputs that adapt, not confuse - Visuals that clarify, not distract - Code that runs clean, efficient, and with minimal overfitting risk (try it on QQQ, AMD, SOL, etc. out of the box) Disclaimer (for TradingView compliance): Trading is risky. Futures, stocks, and crypto can result in significant losses. Do not trade with funds you cannot afford to lose. This is for educational and informational purposes only. Use in simulation/backtest mode before live trading. No past performance is indicative of future results. Always understand your risk and ownership of your trades. This will not be my last—my goal is to keep raising the bar until DAFE is a brand or I’m forced to take this private. Use with discipline, use with clarity, and always trade smarter. — Dskyz , powered by DAFE Trading Systems.
Pine Script® strategy
by DskyzInvestments
6
Best SMA FinderThis script, Best SMA Finder, is a tool designed to identify the most robust simple moving average (SMA) length for a given chart, based on historical backtest performance. It evaluates hundreds of SMA values (from 10 to 1000) and selects the one that provides the best balance between profitability, consistency, and trade frequency. What it does: The script performs individual backtests for each SMA length using either "Long Only" or "Buy & Sell" logic, as selected by the user. For each tested SMA, it computes: - Total number of trades - Profit Factor (total profits / total losses) - Win Rate - A composite Robustness Score, which integrates Profit Factor, number of trades (log-scaled), and win rate. Only SMA configurations that meet the user-defined minimum trade count are considered valid. Among all valid candidates, the script selects the SMA length with the highest robustness score and plots it on the chart. How to use it: - Choose the strategy type: "Long Only" or "Buy & Sell" - Set the minimum trade count to filter out statistically irrelevant results - Enable or disable the summary stats table (default: enabled) The selected optimal SMA is plotted on the chart in blue. The optional table in the top-right corner shows the corresponding SMA length, trade count, Profit Factor, Win Rate, and Robustness Score for transparency. Key Features: - Exhaustive SMA optimization across 991 values - Customizable trade direction and minimum trade filters - In-chart visualization of results via table and plotted optimal SMA - Uses a custom robustness formula to rank SMA lengths Use cases: Ideal for traders who want to backtest and auto-select a historically effective SMA without manual trial-and-error. Useful for swing and trend-following strategies across different timeframes. 📌 Limitations: - Not a full trading strategy with position sizing or stop-loss logic - Only one entry per direction at a time is allowed - Designed for exploration and optimization, not as a ready-to-trade system This script is open-source and built entirely from original code and logic. It does not replicate any closed-source script or reuse significant external open-source components.
Pine Script® indicator
by Julien_Eche
33