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Gabriel's Witcher Strategy [65 Minute Trading Bot]Strategy Description: Gabriel's Witcher Strategy Author: Gabriel Platform: TradingView Pine Script (Version 5) Backtested Asset: Avalanche (Coinbase Brokage for Volume adjustment) Timeframe: 65 Minutes Strategy Type: Comprehensive Trend-Following and Momentum Strategy with Scalping and Risk Management Features Overview Gabriel's Witcher Strategy is an advanced trading bot designed for the Avalanche pair on a 65-minute timeframe. This strategy integrates a multitude of technical indicators to identify and execute high-probability trading opportunities. By combining trend-following, momentum, volume analysis, and range filtering, the strategy aims to capitalize on both long and short market movements. Additionally, it incorporates scalping mechanisms and robust risk management features, including take-profit (TP) levels and commission considerations, to optimize trade performance and profitability. ====Key Components==== Source Selection: Custom Source Flexibility: Allows traders to select from a wide range of price and volume sources (e.g., Close, Open, High, Low, HL2, HLC3, OHLC4, VWAP, On-Balance Volume, etc.) for indicator calculations, enhancing adaptability to various trading styles. Various curves of Volume Analysis are employed: Tick Volume Calculation: Utilizes tick volume as a fallback when actual volume data is unavailable, ensuring consistency across different data feeds. Volume Indicators: Incorporates multiple volume-based indicators such as On-Balance Volume (OBV), Accumulation/Distribution (AccDist), Negative Volume Index (NVI), Positive Volume Index (PVI), and Price Volume Trend (PVT) for comprehensive market analysis. Trend Indicators: ADX (Average Directional Index): Measures trend strength using either the Classic or Masanakamura method, with customizable length and threshold settings. It's used to open positions when the mesured trend is strong, or exit when its weak. Jurik Moving Average (JMA): A smooth moving average that reduces lag, configurable with various parameters including source, resolution, and repainting options. Parabolic SAR: Identifies potential reversals in market trends with adjustable start, increment, and maximum settings. Custom Trend Indicator: Utilizes highest and lowest price points over a specified timeframe to determine current and previous trend bases, visually represented with color-filled areas. Momentum Indicators: Relative Strength Index (RSI): Evaluates the speed and change of price movements, smoothed with a custom length and source. It's used to not enter the market for shorts in oversold or longs for overbought conditions, and to enter for long in oversold or shorts for overboughts. Momentum-Based Calculations: Employs both Double Exponential Moving Averages (DEMA) on a MACD-based RSI to enhance momentum signal accuracy which is then further accelerated by a Hull MA. This is the technical analysis tool that determines bearish or bullish momentum. OBV-Based Momentum Conditions: Uses two exponential moving averages of OBV to determine bullish or bearish momentum shifts, anomalities, breakouts where banks flow their funds in or Smart Money Concepts trade. Moving Averages (MA): Multiple MA Types: Includes Simple Moving Average (SMA), Exponential Moving Average (EMA), Weighted Moving Average (WMA), Hull Moving Average (HMA), and Volume-Weighted Moving Average (VWMA), selectable via input parameters. MA Speed Calculation: Measures the percentage change in MA values to determine the direction and speed of the trend. Range Filtering: Variance-Based Filter: Utilizes variance and moving averages to filter out trades during low-volatility periods, enhancing trade quality. Color-Coded Range Indicators: Visualizes range filtering with color changes on the chart for quick assessment. Scalping Mechanism: Heikin-Ashi Candles: Optionally uses Heikin-Ashi candles for smoother price action analysis. EMA-Based Trend Detection: Employs fast, medium, and slow EMAs to determine trend direction and potential entry points. Fractal-Based Filtering: Detects regular or BW (Black & White) fractals to confirm trade signals. Take Profit (TP) Management: Dynamic TP Levels: Calculates TP levels based on the number of consecutive long or short entries, adjusting targets to maximize profits. TP Signals and Re-Entry: Plots TP signals on the chart and allows for automatic re-entry upon TP hit, maintaining continuous trade flow. Risk Management: Commission Integration: Accounts for trading commissions to ensure net profitability. Position Sizing: Configured to use a percentage of equity for each trade, adjustable via input parameters. Pyramiding: Allows up to one additional position per direction to enhance gains during strong trends. Alerts and Visual Indicators: Buy/Sell Signals: Plots visual indicators (triangles and flags) on the chart to signify entry and TP points. Bar Coloring: Changes bar colors based on ADX and trend conditions for immediate visual cues. Price Levels: Marks significant price levels related to TP and position entries with cross styles. Input Parameters Source Settings: Custom Sources (srcinput): Choose from various price and volume sources to tailor indicator calculations. ADX Settings: ADX Type (ADX_options): Select between 'CLASSIC' and 'MASANAKAMURA' methods. ADX Length (ADX_len): Defines the period for ADX calculation. ADX Threshold (th): Sets the minimum ADX value to consider a strong trend. RSI Settings: RSI Length (len_3): Period for RSI calculation. RSI Source (src_3): Source data for RSI. Trend Strength Settings: Channel Length (n1): Period for trend channel calculation. Average Length (n2): Period for smoothing trend strength. Jurik Moving Average (JMA) Settings: JMA Source (inp): Source data for JMA. JMA Resolution (reso): Timeframe for JMA calculation. JMA Repainting (rep): Option to allow JMA to repaint. JMA Length (lengths): Period for JMA. Parabolic SAR Settings: SAR Start (start): Initial acceleration factor. SAR Increment (increment): Acceleration factor increment. SAR Maximum (maximum): Maximum acceleration factor. SAR Point Width (width): Visual width of SAR points. Trend Indicator Settings: Trend Timeframe (timeframe): Period for trend indicator calculations. Momentum Settings: Source Type (srcType): Select between 'Price' and 'VWAP'. Momentum Source (srcPrice): Source data for momentum calculations. RSI Length (rsiLen): Period for momentum RSI. Smooth Length (sLen): Smoothing period for momentum RSI. OBV Settings: OBV Line 1 (e1): EMA period for OBV line 1. OBV Line 2 (e2): EMA period for OBV line 2. Moving Average (MA) Settings: MA Length (length): Period for MA calculations. MA Type (matype): Select MA type (1: SMA, 2: EMA, 3: HMA, 4: WMA, 5: VWMA). Range Filter Settings: Range Filter Length (length0): Period for range filtering. Range Filter Multiplier (mult): Multiplier for range variance. Take Profit (TP) Settings: TP Long (tp_long0): Percentage for long TP. TP Short (tp_short0): Percentage for short TP. Scalping Settings: Scalping Activation (ACT_SCLP): Enable or disable scalping. Scalping Length (HiLoLen): Period for scalping indicators. Fast EMA Length (fastEMAlength): Period for fast EMA in scalping. Medium EMA Length (mediumEMAlength): Period for medium EMA in scalping. Slow EMA Length (slowEMAlength): Period for slow EMA in scalping. Filter (filterBW): Enable or disable additional fractal filtering. Pullback Lookback (Lookback): Number of bars for pullback consideration. Use Heikin-Ashi Candles (UseHAcandles): Option to use Heikin-Ashi candles for smoother trend analysis. Strategy Logic Indicator Calculations: Volume and Source Selection: Determines the primary data source based on user input, ensuring flexibility and adaptability. ADX Calculation: Computes ADX using either the Classic or Masanakamura method to assess trend strength. RSI Calculation: Evaluates market momentum using RSI, further smoothed with custom periods. Trend Strength Assessment: Utilizes trend channel and average lengths to gauge the robustness of current trends. Jurik Moving Average (JMA): Smooths price data to reduce lag and enhance trend detection. Parabolic SAR: Identifies potential trend reversals with adjustable parameters for sensitivity. Momentum Analysis: Combines RSI with DEMA and OBV-based conditions to confirm bullish or bearish momentum. Moving Averages: Employs multiple MA types to determine trend direction and speed. Range Filtering: Filters out low-volatility periods to focus on high-probability trades. Trade Conditions: Long Entry Conditions: ADX Confirmation: ADX must be above the threshold, indicating a strong uptrend. RSI and Momentum: RSI below 70 and positive momentum signals. JMA and SAR: JMA indicates an uptrend, and Parabolic SAR is below the price. Trend Indicator: Confirms the current trend direction. Range Filter: Ensures market is in an upward range. Scalping Option: If enabled, additional scalping conditions must be met. Short Entry Conditions: ADX Confirmation: ADX must be above the threshold, indicating a strong downtrend. RSI and Momentum: RSI above 30 and negative momentum signals. JMA and SAR: JMA indicates a downtrend, and Parabolic SAR is above the price. Trend Indicator: Confirms the current trend direction. Range Filter: Ensures market is in a downward range. Scalping Option: If enabled, additional scalping conditions must be met. Position Management: Entry Execution: Places long or short orders based on the identified conditions and user-selected position types (Longs, Shorts, or Both). Take Profit (TP): Automatically sets TP levels based on predefined percentages, adjusting dynamically with consecutive trades. Re-Entry Mechanism: Allows for automatic re-entry upon TP hit, maintaining active trading positions. Exit Conditions: Closes positions when TP levels are reached or when opposing trend signals are detected. Visual Indicators: Bar Coloring: Highlights bars in green for bullish conditions, red for bearish, and orange for neutral. Plotting Price Levels: Marks significant price levels related to TP and trade entries with cross symbols. Signal Shapes: Displays triangle and flag shapes on the chart to indicate trade entries and TP hits. Alerts: Custom Alerts: Configured to notify traders of long entries, short entries, and TP hits, enabling timely trade management and execution. Usage Instructions Setup: Apply the Strategy: Add the script to your TradingView chart set to BTCUSDT with a 65-minute timeframe. Configure Inputs: Adjust the input parameters under their respective groups (e.g., Source Settings, ADX, RSI, Trend Strength, etc.) to match your trading preferences and risk tolerance. Position Selection: Choose Position Type: Use the Position input to select Longs, Shorts, or Both based on your market outlook. Execution: The strategy will automatically execute and manage positions according to the selected type, ensuring targeted trading actions. Signal Interpretation: Buy Signals: Blue triangles below the bars indicate potential long entry points. Sell Signals: Red triangles above the bars indicate potential short entry points. Take Profit Signals: Flags above or below the bars signify TP hits for long and short positions, respectively. Bar Colors: Green bars suggest bullish conditions, red bars indicate bearish conditions, and orange bars represent neutral or consolidating markets. Risk Management: Default Position Size: Set to 100% of equity. Adjust the default_qty_value as needed for your risk management strategy. Commission: Accounts for a 0.1% commission per trade. Adjust the commission_value to match your broker's fees. Pyramiding: Allows up to one additional position per direction to enhance gains during strong trends. Backtesting and Optimization: Historical Testing: Utilize TradingView's backtesting features to evaluate the strategy's performance over historical data. Parameter Tuning: Optimize input parameters to align the strategy with current market dynamics and personal trading objectives. Alerts Configuration: Set Up Alerts: Enable and configure alerts based on the predefined alertcondition statements to receive real-time notifications of trade signals and TP hits. Additional Features Comprehensive Indicator Integration: Combines multiple technical indicators to provide a holistic view of market conditions, enhancing trade signal accuracy. Scalping Options: Offers an optional scalping mechanism to capitalize on short-term price movements, increasing trading flexibility. Dynamic Take Profit Levels: Adjusts TP targets based on the number of consecutive trades, maximizing profit potential during favorable trends. Advanced Volume Analysis: Utilizes various volume indicators to confirm trend strength and validate trade signals. Customizable Range Filtering: Filters trades based on market volatility, ensuring trades are taken during optimal conditions. Heikin-Ashi Candle Support: Optionally uses Heikin-Ashi candles for smoother price action analysis and reduced noise. ====Recommendations==== Thorough Backtesting: Historical Performance: Before deploying the strategy in a live trading environment, perform comprehensive backtesting to understand its performance under various market conditions. These are the premium settings for Avalanche Coinbase. Optimization: Regularly review and adjust input parameters to ensure the strategy remains effective amidst changing market volatility and trends. Backtest the strategy for each crypto and make sure you are in the right brokage when using the volume sources as it will affect the overall outcome of the trading strategy. Risk Management: Position Sizing: Adjust the default_qty_value to align with your risk tolerance and account size. Stop-Loss Implementation: Although the strategy includes TP levels, they're also consided to be a stop-loss mechanisms to protect against adverse market movements. Commission Adjustment: Ensure the commission_value accurately reflects your broker's fees to maintain realistic backtesting results. Generally, 0.1~0.3% are most of the average broker's comission fees. Slipage: The slip comssion is 1 Tick, since the strategy is adjusted to only enter/exit on bar close where most positions are available. Continuous Monitoring: Strategy Performance: Regularly monitor the strategy's performance to ensure it operates as expected and make adjustments as needed. A max-drawndown hit has been added to operate in case the premium Avalanche settings go wrong, but you can turn it off an adjust the equity percentage to 50% if you are confortable with the high volatile max-drown or even 100% if your account allows you to borrow cash. Customization: Indicator Parameters: Tailor indicator settings (e.g., ADX length, RSI period, MA types) to better fit your specific trading style and market conditions. Scalping Options: Enable or disable scalping based on your trading preferences and risk appetite. Conclusion Gabriel's Witcher Strategy is a robust and versatile trading solution designed to navigate the complexities of the Crypto market. By integrating a wide array of technical indicators and providing extensive customization options, this strategy empowers traders to execute informed and strategic trades. Its comprehensive approach, combining trend analysis, momentum detection, volume evaluation, and range filtering, ensures that trades are taken during optimal market conditions. Additionally, the inclusion of scalping features and dynamic take-profit management enhances the strategy's adaptability and profitability potential. Unlike any trading strategy, with both diligent testing and continuous monitoring under the strategy tester, it's possible to achieve sustained success by adjusting the settings to the individual Crypto that need it, for example this one is preset for Avalanche Coinbase 65 Miinutes but it can be adjust for BTCUSD or Etherium if you backtest and search for the right settings.
Pine Script™ strategy
by Thedudemanbro
888 BOT #backtest█ 888 BOT #backtest (open source) This is an Expert Advisor 'EA' or Automated trading script for ‘longs’ and ‘shorts’, which uses only a Take Profit or, in the worst case, a Stop Loss to close the trade. It's a much improved version of the previous ‘Repanocha’. It doesn`t use 'Trailing Stop' or 'security()' functions (although using a security function doesn`t mean that the script repaints) and all signals are confirmed, therefore the script doesn`t repaint in alert mode and is accurate in backtest mode. Apart from the previous indicators, some more and other functions have been added for Stop-Loss, re-entry and leverage. It uses 8 indicators, (many of you already know what they are, but in case there is someone new), these are the following: 1. Jurik Moving Average It's a moving average created by Mark Jurik for professionals which eliminates the 'lag' or delay of the signal. It's better than other moving averages like EMA , DEMA , AMA or T3. There are two ways to decrease noise using JMA . Increasing the 'LENGTH' parameter will cause JMA to move more slowly and therefore reduce noise at the expense of adding 'lag' The 'JMA LENGTH', 'PHASE' and 'POWER' parameters offer a way to select the optimal balance between 'lag' and over boost. Green: Bullish , Red: Bearish . 2. Range filter Created by Donovan Wall, its function is to filter or eliminate noise and to better determine the price trend in the short term. First, a uniform average price range 'SAMPLING PERIOD' is calculated for the filter base and multiplied by a specific quantity 'RANGE MULTIPLIER'. The filter is then calculated by adjusting price movements that do not exceed the specified range. Finally, the target ranges are plotted to show the prices that will trigger the filter movement. Green: Bullish , Red: Bearish . 3. Average Directional Index ( ADX Classic) and ( ADX Masanakamura) It's an indicator designed by Welles Wilder to measure the strength and direction of the market trend. The price movement is strong when the ADX has a positive slope and is above a certain minimum level 'ADX THRESHOLD' and for a given period 'ADX LENGTH'. The green color of the bars indicates that the trend is bullish and that the ADX is above the level established by the threshold. The red color of the bars indicates that the trend is down and that the ADX is above the threshold level. The orange color of the bars indicates that the price is not strong and will surely lateralize. You can choose between the classic option and the one created by a certain 'Masanakamura'. The main difference between the two is that in the first it uses RMA () and in the second SMA () in its calculation. 4. Parabolic SAR This indicator, also created by Welles Wilder, places points that help define a trend. The Parabolic SAR can follow the price above or below, the peculiarity that it offers is that when the price touches the indicator, it jumps to the other side of the price (if the Parabolic SAR was below the price it jumps up and vice versa) to a distance predetermined by the indicator. At this time the indicator continues to follow the price, reducing the distance with each candle until it is finally touched again by the price and the process starts again. This procedure explains the name of the indicator: the Parabolic SAR follows the price generating a characteristic parabolic shape, when the price touches it, stops and turns ( SAR is the acronym for 'stop and reverse'), giving rise to a new cycle. When the points are below the price, the trend is up, while the points above the price indicate a downward trend. 5. RSI with Volume This indicator was created by LazyBear from the popular RSI . The RSI is an oscillator-type indicator used in technical analysis and also created by Welles Wilder that shows the strength of the price by comparing individual movements up or down in successive closing prices. LazyBear added a volume parameter that makes it more accurate to the market movement. A good way to use RSI is by considering the 50 'RSI CENTER LINE' centerline. When the oscillator is above, the trend is bullish and when it is below, the trend is bearish . 6. Moving Average Convergence Divergence ( MACD ) and ( MAC-Z ) It was created by Gerald Appel. Subsequently, the histogram was added to anticipate the crossing of MA. Broadly speaking, we can say that the MACD is an oscillator consisting of two moving averages that rotate around the zero line. The MACD line is the difference between a short moving average 'MACD FAST MA LENGTH' and a long moving average 'MACD SLOW MA LENGTH'. It's an indicator that allows us to have a reference on the trend of the asset on which it is operating, thus generating market entry and exit signals. We can talk about a bull market when the MACD histogram is above the zero line, along with the signal line, while we are talking about a bear market when the MACD histogram is below the zero line. There is the option of using the MAC-Z indicator created by LazyBear, which according to its author is more effective, by using the parameter VWAP ( volume weighted average price ) 'Z-VWAP LENGTH' together with a standard deviation 'STDEV LENGTH' in its calculation. 7. Volume Condition Volume indicates the number of participants in this war between bulls and bears, the more volume the more likely the price will move in favor of the trend. A low trading volume indicates a lower number of participants and interest in the instrument in question. Low volumes may reveal weakness behind a price movement. With this condition, those signals whose volume is less than the volume SMA for a period 'SMA VOLUME LENGTH' multiplied by a factor 'VOLUME FACTOR' are filtered. In addition, it determines the leverage used, the more volume , the more participants, the more probability that the price will move in our favor, that is, we can use more leverage. The leverage in this script is determined by how many times the volume is above the SMA line. The maximum leverage is 8. 8. Bollinger Bands This indicator was created by John Bollinger and consists of three bands that are drawn superimposed on the price evolution graph. The central band is a moving average, normally a simple moving average calculated with 20 periods is used. ('BB LENGTH' Number of periods of the moving average) The upper band is calculated by adding the value of the simple moving average X times the standard deviation of the moving average. ('BB MULTIPLIER' Number of times the standard deviation of the moving average) The lower band is calculated by subtracting the simple moving average X times the standard deviation of the moving average. the band between the upper and lower bands contains, statistically, almost 90% of the possible price variations, which means that any movement of the price outside the bands has special relevance. In practical terms, Bollinger bands behave as if they were an elastic band so that, if the price touches them, it has a high probability of bouncing. Sometimes, after the entry order is filled, the price is returned to the opposite side. If price touch the Bollinger band in the same previous conditions, another order is filled in the same direction of the position to improve the average entry price, (% MINIMUM BETTER PRICE ': Minimum price for the re-entry to be executed and that is better than the price of the previous position in a given %) in this way we give the trade a chance that the Take Profit is executed before. The downside is that the position is doubled in size. 'ACTIVATE DIVIDE TP': Divide the size of the TP in half. More probability of the trade closing but less profit. █ STOP LOSS and RISK MANAGEMENT. A good risk management is what can make your equity go up or be liquidated. The % risk is the percentage of our capital that we are willing to lose by operation. This is recommended to be between 1-5%. % Risk: (% Stop Loss x % Equity per trade x Leverage) / 100 First the strategy is calculated with Stop Loss, then the risk per operation is determined and from there, the amount per operation is calculated and not vice versa. In this script you can use a normal Stop Loss or one according to the ATR. Also activate the option to trigger it earlier if the risk percentage is reached. '% RISK ALLOWED' 'STOP LOSS CONFIRMED': The Stop Loss is only activated if the closing of the previous bar is in the loss limit condition. It's useful to prevent the SL from triggering when they do a ‘pump’ to sweep Stops and then return the price to the previous state. █ BACKTEST The objective of the Backtest is to evaluate the effectiveness of our strategy. A good Backtest is determined by some parameters such as: - RECOVERY FACTOR: It consists of dividing the 'net profit' by the 'drawdown’. An excellent trading system has a recovery factor of 10 or more; that is, it generates 10 times more net profit than drawdown. - PROFIT FACTOR: The ‘Profit Factor’ is another popular measure of system performance. It's as simple as dividing what win trades earn by what loser trades lose. If the strategy is profitable then by definition the 'Profit Factor' is going to be greater than 1. Strategies that are not profitable produce profit factors less than one. A good system has a profit factor of 2 or more. The good thing about the ‘Profit Factor’ is that it tells us what we are going to earn for each dollar we lose. A profit factor of 2.5 tells us that for every dollar we lose operating we will earn 2.5. - SHARPE: (Return system - Return without risk) / Deviation of returns. When the variations of gains and losses are very high, the deviation is very high and that leads to a very poor ‘Sharpe’ ratio. If the operations are very close to the average (little deviation) the result is a fairly high 'Sharpe' ratio. If a strategy has a 'Sharpe' ratio greater than 1 it is a good strategy. If it has a 'Sharpe' ratio greater than 2, it is excellent. If it has a ‘Sharpe’ ratio less than 1 then we don't know if it is good or bad, we have to look at other parameters. - MATHEMATICAL EXPECTATION: (% winning trades X average profit) + (% losing trades X average loss). To earn money with a Trading system, it is not necessary to win all the operations, what is really important is the final result of the operation. A Trading system has to have positive mathematical expectation as is the case with this script: ME = (0.87 x 30.74$) - (0.13 x 56.16$) = (26.74 - 7.30) = 19.44$ > 0 The game of roulette, for example, has negative mathematical expectation for the player, it can have positive winning streaks, but in the long term, if you continue playing you will end up losing, and casinos know this very well. PARAMETERS 'BACKTEST DAYS': Number of days back of historical data for the calculation of the Backtest. 'ENTRY TYPE': For '% EQUITY' if you have $ 10,000 of capital and select 7.5%, for example, your entry would be $ 750 without leverage. If you select CONTRACTS for the 'BTCUSDT' pair, for example, it would be the amount in 'Bitcoins' and if you select 'CASH' it would be the amount in $ dollars. 'QUANTITY (LEVERAGE 1X)': The amount for an entry with X1 leverage according to the previous section. 'MAXIMUM LEVERAGE': It's the maximum allowed multiplier of the quantity entered in the previous section according to the volume condition. The settings are for Bitcoin at Binance Futures (BTC: USDTPERP) in 15 minutes. For other pairs and other timeframes, the settings have to be adjusted again. And within a month, the settings will be different because we all know the market and the trend are changing.
Pine Script™ strategy
by UnknownUnicorn2151907
10
SuPeR-RePaNoCHa #2TP#This is the last of the 'RePaNoCHa' script for Automatic Trading ;-) ... This time with two take profits ... It Use 6 indicators + volume: -JURIK MOVING AVERAGE -RANGE FILTER -ADX -PARABOLIC SAR -RSI + VOLUME WEIGHTED -MACD -VOLUME To close the position you can choose between 2 Take Profit and the amount to use on each one. You can transform it yourself into 'study' mode to get alerts. Take Profits can be generated from the same entry, (syntax example on the script) so the fees will be lower (0.04 + 0.02 / 2 = 0.03). Settings for BINANCE FUTURES BTC:USDT Enjoy...
Pine Script™ strategy
by UnknownUnicorn2151907
28
Trend Angle BFThanks to Duyck for the idea for this code, and for the code itself. Also thanks to Everget, KyJ and kiasaki for code used in the calculations. The indicator measures Moving average angles and generates a long or short signal based on the slope. The chart used to optimise the current settings is XBT/USD on Bitmex 8hr. You can change the MA length and stop loss, take profit params in the settings. Green = long, red = short, white = no trade!
Pine Script™ strategy
by bennef
1