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ArraysAssorted🟩 OVERVIEW This library provides utility methods for working with arrays in Pine Script. The first method finds extreme values (highest/lowest) within a rolling lookback window and returns both the value and its position. I might extend the library for other ad-hoc methods I use to work with arrays. 🟩 HOW TO USE Pine Script libraries contain reusable code for importing into indicators. You do not need to copy any code out of here. Just import the library and call the method you want. For example, for version 1 of this library, import it like this: import SimpleCryptoLife/ArraysAssorted/1 See the EXAMPLE USAGE sections within the library for examples of calling the methods. You do not need permission to use Pine libraries in your open-source scripts. However, you do need explicit permission to reuse code from a Pine Script library’s functions in a public protected or invite-only publication . In any case, credit the author in your description. It is also good form to credit in open-source comments. For more information on libraries and incorporating them into your scripts, see the Libraries section of the Pine Script User Manual. 🟩 METHOD 1: m_getHighestLowestFloat() Finds the highest or lowest float value from an array. Simple enough. It also returns the index of the value as an offset from the end of the array. • It works with rolling lookback windows, so you can find extremes within the last N elements • It includes an offset parameter to skip recent elements if needed • It handles edge cases like empty arrays and invalid ranges gracefully • It can find either the first or last occurrence of the extreme value We also export two enums whose sole purpose is to look pretty as method arguments. method m_getHighestLowestFloat(_self, _highestLowest, _lookbackBars, _offset, _firstLastType) Namespace types: array This method finds the highest or lowest value in a float array within a rolling lookback window, and returns the value along with the offset (number of elements back from the end of the array) of its first or last occurrence. Parameters: _self (array) : The array of float values to search for extremes. _highestLowest (HighestLowest) : Whether to search for the highest or lowest value. Use the enum value HighestLowest.highest or HighestLowest.lowest. _lookbackBars (int) : The number of array elements to include in the rolling lookback window. Must be positive. Note: Array elements only correspond to bars if the consuming script always adds exactly one element on consecutive bars. _offset (int) : The number of array elements back from the end of the array to start the lookback window. A value of zero means no offset. The _offset parameter offsets both the beginning and end of the range. _firstLastType (FirstLast) : Whether to return the offset of the first (lowest index) or last (highest index) occurrence of the extreme value. Use FirstLast.first or FirstLast.last. Returns: (tuple) A tuple containing the highest or lowest value and its offset -- the number of elements back from the end of the array. If not found, returns . NOTE: The _offsetFromEndOfArray value is not affected by the _offset parameter. In other words, it is not the offset from the end of the range but from the end of the array. This number may or may not have any relation to the number of *bars* back, depending on how the array is populated. The calling code needs to figure that out. EXPORTED ENUMS HighestLowest Whether to return the highest value or lowest value in the range. • highest : Find the highest value in the specified range • lowest : Find the lowest value in the specified range FirstLast Whether to return the first (lowest index) or last (highest index) occurrence of the extreme value. • first : Return the offset of the first occurrence of the extreme value • last : Return the offset of the last occurrence of the extreme value
Pine Script® library
by SimpleCryptoLife
CCI Trading SystemCCI Trading System with Signal Bar Coloring Overview This indicator combines the classic Commodity Channel Index (CCI) oscillator with visual signal detection and bar coloring to help traders identify potential momentum shifts and trading opportunities. Features CCI Oscillator Display: Shows CCI values in a separate pane with customizable period length Adjustable Thresholds: User-defined buy and sell levels (default: -100 buy, +100 sell) Visual Signal Detection: Triangle markers indicate crossover points Bar Coloring: Highlights only the bars where actual buy/sell signals occur Zone Highlighting: Background colors show overbought/oversold conditions Real-time Information Table: Displays current CCI value, thresholds, and signal status Built-in Alerts: Notification system for signal generation How It Works The indicator generates signals based on CCI threshold crossovers: Buy Signal: Triggered when CCI crosses above the buy threshold (lime bar coloring) Sell Signal: Triggered when CCI crosses below the sell threshold (red bar coloring) Input Parameters CCI Length: Period for CCI calculation (default: 20) Buy Threshold: Level for buy signal generation (default: -100) Sell Threshold: Level for sell signal generation (default: +100) Enable Bar Coloring: Toggle for chart bar coloring Show Signals: Toggle for signal markers Usage Guidelines Adjust thresholds based on your trading timeframe and volatility preferences Use in conjunction with other technical analysis tools for confirmation Consider market context and trend direction when interpreting signals The -200/+200 levels serve as additional reference points for extreme conditions Educational Purpose This indicator is designed for educational and analysis purposes. It demonstrates how CCI can be used to identify potential momentum shifts in price action. The visual elements help traders understand the relationship between CCI values and price movements. Risk Disclaimer This indicator is a technical analysis tool and does not guarantee profitable trades. Past performance does not indicate future results. Always conduct your own analysis and consider risk management principles. Trading involves substantial risk of loss and is not suitable for all investors. Technical Notes Uses Pine Script v5 Plots CCI with standard deviation-based calculation Includes crossover/crossunder functions for signal generation Features conditional bar coloring for signal visualization Incorporates alert conditions for automated notifications This script is open source and available for modification and educational use.
Pine Script® indicator
by profitgang
YTPBTC1HATRSSADXTitle: High-Precision Breakout ATR Trailing Strategy with ADX Filtering for BTC 1H Description: YTPBTC1HATRSSADX is a precision-engineered 1-hour BTC breakout strategy utilizing adaptive ATR-based stop systems and optional ADX filtering to enhance trade quality and dynamic risk management. The system enters positions upon confirmed breakouts above/below N-period highs/lows, while aligning with trend conditions determined by a long-term RMA filter. Key features: ✅ Adaptive ATR stop management with dual-phase logic: initial stop placement followed by dynamic trailing after reaching profit thresholds. ✅ Optional ADX filtering to confirm directional strength before entry, reducing false signals during choppy markets. ✅ Dynamic pullback-based take-profit system, locking in profits during high volatility conditions without sacrificing upside potential. ✅ Clear on-chart visualization of entry levels, ATR stops, breakout levels, and trend background color for intuitive monitoring. ✅ Fully parameterized for ATR period, multiplier, breakout period, RMA trend period, ADX threshold, and pullback settings to adjust according to market conditions. This strategy is designed for traders seeking robust trend-following breakout entries while systematically managing risk with ATR and maximizing profit potential through trailing and pullback exit logic. Ideal for BTC perpetual futures and margin trading environments requiring disciplined execution. Test on BTCUSDTPERP 1H to explore its consistency across different volatility regimes, and adjust parameters to align with your risk appetite and capital allocation strategies.
Pine Script® strategy
by gakuchuuwa
Custom Daily Session Zones by KoenigseggCustom Daily Session Zones 🟣 Description This indicator displays customizable trading session time zones as background highlights on your chart, on any timeframe you choose. The inline info tooltip provides the precise start and end times of the three largest market sessions—the US, the EU, and ASIA—for quick reference. It provides flexible control over session times for different days of the week, making it ideal for traders who need to visualize specific market hours or trading sessions. 🟣 Key Features - Flexible Session Configuration: Set a common session time for all days or customize individual sessions for each day of the week - Per-Day Control: Enable or disable sessions for specific days (Monday through Sunday) - Color Customization: Choose unique colors for each day's session zones - UTC Timezone Standard: All session times are defined in UTC to ensure consistency across charts - Clean Visual Display: Non-intrusive background highlighting that doesn't interfere with price action 🟣 How to Use - Common Session Mode: Use the default mode to apply the same session time across all enabled days - Manual Per-Day Mode: Enable "Manual per-day sessions" to set different session times for each day - Day Selection: Toggle individual days on/off based on your trading schedule - Color Coding: Customize colors for each day to easily distinguish between different sessions 🟣 Technical Details - Uses Pine Script v6 for optimal performance - Implements proper session time detection using TradingView's built-in time functions - Operates in UTC timezone for all session calculations - Lightweight code that doesn't impact chart performance 🟣 Use Cases - Highlight specific trading sessions (London, New York, Tokyo, etc.) - Mark important market hours for your trading strategy - Visualize different session overlaps - Create custom trading time windows - Track market activity during specific hours 🟣 Compatibility - Works on all timeframes - Compatible with all asset classes (Forex, Stocks, Crypto, Futures, etc.) - Supports all TradingView chart types - Responsive design that adapts to different screen sizes 🟣 Image Descriptions - First Image (main image): Shows multiple New York Stock Exchange sessions from 1:30 p.m. to 8:00 p.m. (UTC), on the 15-minute timeframe, with each day’s zone colored differently to demonstrate the indicator’s customizable color settings. - Second Image: A zoomed‑in fractal chart view of the same New York session on the 15-minute timeframe, illustrating how the background session zone appears even at higher detail levels. Third Image: A close‑up of the New York session (1:30 p.m. to 8:00 p.m.) on the 3-minute timeframe, reaffirming the consistency of zone highlighting across different zoom levels. 🟣 Future Updates (v2) In the next release, you’ll be able to define multiple session blocks per day—displaying two distinct colored zones within the same trading day. This will help you visualize when one market session ends and another begins without losing chart clarity. 🟣 Conclusion This indicator is perfect for traders who need precise control over Market Session visualization and want to maintain a clean, professional chart appearance. 🟣 Disclaimer This script is provided for educational and illustrative purposes only. It is not financial or trading advice, nor a recommendation to buy or sell any asset. Always conduct your own research and consult a professional before making any trading decisions.
Pine Script® indicator
by CryptoPandaTA
Samil Dogru SmartTrailing v1.1📘 Samil Dogru SmartTrailing v1.1 – BTCUSDT Optimized Strategy (15-Minute) Samil Dogru SmartTrailing v1.1 is an advanced trend-tracking and profit-locking strategy, specifically optimized for BTCUSDT on the 15-minute timeframe. It integrates dynamic price following, intelligent trailing exit after trigger activation, and protective hard-stop loss logic to maximize profit while limiting downside risk. ⚙️ Core Strategy Logic: Entry Signal: Based on a crossover of HMA100 and HMA200, filtered by the trend direction of HMA500 and HMA1000 (cloud logic). Trigger Mechanism: When price moves a user-defined percentage (e.g., +1.2%) from the entry, the trailing logic is activated. Smart Trailing Exit: Once triggered, the strategy tracks new highs (for long) or new lows (for short). A trailing stop is dynamically updated. If price pulls back by the defined margin (e.g., 0.8%), the position exits. Hard Stop (Pre-Trigger): If price moves adversely by a defined percentage (e.g., 2.5%) before the trigger is hit, the position is forcefully exited to protect capital. 📊 Performance Note: On BTCUSDT with 15-minute candles, historical testing has shown: High directional accuracy Optimized entry and exit timing Improved profit retention with minimal user intervention This setup is ideal for semi-automated swing scalping within structured trend conditions. 📎 User Controls: All percentages are user-defined: Trigger Threshold (%) Trailing Margin (%) Maximum Loss (%) before trigger Trailing logic is active only after the trigger level is reached. One position at a time (pyramiding=0). ⚠️ Disclaimer: This strategy is not financial advice. While historical performance is promising, future results are not guaranteed. Always test in a simulated environment before deploying real capital. Use proper position sizing and risk management.
Pine Script® strategy
by ALCIVOOO
GX Credit Spread SignalThe GX Credit Spread Signal is an advanced indicator designed for traders who trade options strategies on the SPX index, especially using vertical credit spreads. It combines traditional technical analysis with volatility and option pricing concepts to provide relevant signals and projections on the chart. Main features: Trend analysis: Uses opening gap, position relative to VWAP and simple moving average (SMA 50) to indicate bullish or bearish bias right after the first 15-minute candle. Safe range projection: Calculates a range based on the ATR (Average True Range) multiplied by a safety factor, suggesting potential strikes for credit spreads. Quantitative estimates: Calculates the estimated delta of options via the Black-Scholes formula approximation. Estimated probability of expiring out of the money (OTM). Chart visualizations: Displays projected ATR lines, previous day's levels (high, low, close) and an informative panel with strikes, delta, OTM probability, ATR and VWAP data. Configurable alerts: Notifications for detected bullish or bearish bias, helping the trader to identify opportunities quickly. This indicator is ideal for those who day trade with SPX options, facilitating decision-making by combining technical analysis, volatility and option probabilities in one place.
Pine Script® indicator
by GustavoBA
Gabriel's Relative Strength IndexGabriel’s RSI—The Reinvention of Relative Strength Not your average RSI. This is a fully reengineered Relative Strength Index that merges the power of advanced signal processing, adaptive smoothing, volume dynamics, and intelligent divergence detection into a single, modular toolkit designed for precision trading across all markets. Whether you’re scalping crypto, swing trading equities, or dissecting futures contracts—Gabriel’s RSI adapts to your strategy with unrivaled control and clarity. 1. RSI Settings RSI Length (Jurik): Set to 51 by default to mimic a 21-period standard RSI when Jurik smoothing is applied. Adjust lower (e.g., 22) to mimic a 9-period RSI. RSI Source: The default is hlc3 for smoother RSI inputs. Can be changed to any price-based series (close, open, etc.) for customization. 2. RSI Smoothing Options MA Type: Smoothing applies to both RSI and its MA overlay simultaneously. I used to use the 56 EMA RSI, and it works well too. JMA: Best for adaptive recursive smoothing. A power of 2 and a phase of 50 are used. T3: Smooth and lag-reduced, suitable for trend detection. The alpha is 0.7. SMA + Bollinger Bands: Adds deviation-based envelopes for volatility spotting. MA Length: Affects how smooth or reactive the RSI signal is. BB StdDev: Only relevant if BBs are used. Controls bandwidth for overbought/oversold zones. 3. MACD Settings Fast/Slow Length: Defaults (21/81) optimized for smoother MACD with SMA or T3. For Algo trading, EMA/JMA is best. Signal Length: Shorter (e.g., 2) gives more reactive crossover signals, it can be increased. Source: Default is close. Close works best for the settings I input. MA Types: JMA and EMA reduce noise and increase signal generation. Select SMA for simplicity or T3 for trend-following. Histogram: Bar colors signal strength and trend of MACD directly on your chart. 4. Directional Movement Index (DMI) ADX Smoothing: High values (e.g., 100) offer strong trend confirmation with Hann Window smoothing. DI Length: Affects DI+/- sensitivity. 100 ADX - 12 DI or 15 ADX - 35 DI are suggested, the latter for quicker boot time, as 100 bars is quite long. Smoothing Type: Choose Hann Window for refined smoothing; RMA (SMMA) for simplicity. Volatility Type: ATR includes gaps; ADR is useful for gapless strategies. Plotted as area fills, 0 to 100 scaled. 5. Volume Z-Score %R Length: Normalizes volume to percentile range (73 swing, 112 exhaustion). Z-Score Lengths: Compares short-term and long-term volume trends with Z-scores of volume. Fast Z-Score < Slow Z-Score = Gives a Volume Squeeze. Fast MA > Slow MA = Bullish Volume Divergence; volume has been fired. Not via Z-score, but instead via SMA, ALMA, and RMA of volume. WPR Volume: Weighted %R used to highlight exhaustion/pivot points. Plot volume bars after a volume squeeze has been fired; if bars aren't plotted, then it's under squeeze. Backtest on ES1! Prove it's good for catching bottoms below 15 minutes as well. 6. Divergence Engine Pivot Settings: Pivot Period (12), Divergence minval Lookback (5), and max Lookback Bars (100) control sensitivity. Works well on any asset class; these are the optimal settings for the RSI. Source Options: RSI, MACD, ADX, DI difference, or Volume %R. Divergence Type: Regular: Classic reversal signals. Hidden: Continuation signals. Heikin Ashi Mode: Enables use of HA candles on normal charts for smoother pivots. May distort values if your chart is H.A. so leave it unchecked then. 7. Squeeze Momentum (SQZMOM) Squeeze Types: Wide (Black): Regular compression Normal (Red), Regular Squeeze Narrow (Yellow), Golden Squeeze Very Narrow (Purple) Extreme compression Fired (Green): Breakout detected Plotted as circles on the bottom of my indicator. Momentum Bar Colors: Cyan: Rising momentum Blue: Pullback within uptrend Red: Falling momentum Yellow: Correction within downtrend Reversal Lines: Dashed lines indicate momentum crossing its Jurik MA (DM-Style Pivots). Plotted as squares on the top of my indicator. 8. Rate of Change (RoC) RoC of Momentum: EMA-smoothed RoC on momentum for leading signals. Double smoothed, once and then another time for smoother signals. Signal Line: JMA used to filter noise and generate reversal signals. Crossovers: Bullish/bearish signals based on RoC vs signal line are plotted as triangles directly on your chart. Optimized: Backtested for short-term setups like 1H or faster. Works on Daily timeframes as well for Futures. 9. Multi-Timeframe Squeeze Settings Each timeframe (Hourly, 4H, Daily, Weekly, Monthly) has: Reversal Toggle: Enables dashed line DM-Style Pivots on crossovers. MA Length: For Jurik MA smoothing on momentum. BB/KC Thresholds: Define squeeze sensitivity per timeframe. A shorter BB/KC length, 17-14-12, responds better on lower timeframes. Momentum Length: Tailors oscillator responsiveness; 20 is ideal. 10. BB Std. Deviation Scaling Low-Pass Super Smoother : Smooths (True Range) noise for BBs. High-Pass Butterworth : Extracts cycles for BB Stdv. blend. Root Mean Squared : Dynamic BB width adjustment based on market activity. 11. Alerts RSI: Overbought/oversold reversals. Several types. MACD: Histogram shift through zero line. DMI/ADX: Crossovers and strength conditions. The 17 key level is used for the ADX. Volume: Smart Money alerts on low-volume zones. May concentrate on ICT sessions. Squeeze: Alerts on all 5 squeeze states. Momentum: Crosses and reversals. RoC: Bullish and bearish crosses. Divergences: Regular, hidden, combined. 12. Visual Output Summary RSI Line + MA/BBs MACD Histogram Bar Colors DMI/ADX as area fills Volume %R columns Squeeze Momentum Shapes and Dots RoC Crossover Arrows DM-style Breakout Pivots Divergence Lines and Labels Best Practices Watch the slope of the RSI for pullbacks on a strong trend. Combine it with squeeze for exit timing. Combine RSI Divergence with MACD histogram cross and Squeeze firing for precise entry. Use Volume Z-Score to filter for institutional activity, and enter Long. Watch for reversals as well. Watch RoC crossovers for fast, leading signals. Enable Reversal Lines on 1H+ charts for breakout or breakdown pivots. Use multi-timeframe thresholds for swing confirmation. The TFs I use the most are 2-5-15 minutes for futures and swinging with 1 hour daily and weekly. Those are the TFs I backtested.
Pine Script® indicator
by GabrielAmadeusLau
1
Fast Fourier Transform [ScorsoneEnterprises]The SCE Fast Fourier Transform (FFT) is a tool designed to analyze periodicities and cyclical structures embedded in price. This is a Fourier analysis to transform price data from the time domain into the frequency domain, showing the rhythmic behaviors that are otherwise invisible on standard charts. Instead of merely observing raw prices, this implementation applies the FFT on the logarithmic returns of the asset: Log Return(𝑚) = log⁡(close / close ) This ensures stationarity and stabilizes variance, making the analysis statistically robust and less influenced by trends or large price swings. For a user-defined lookback window 𝑁: Each frequency component 𝑘 is computed by summing real and imaginary projections of log-returns multiplied by complex exponential functions: 𝑒^−𝑖𝜃 = cos⁡(𝜃)−𝑖sin(𝜃) where: θ = 2πkm / N ​he result is the magnitude spectrum, calculated as: Magnitude(𝑘) = sqrt(Real_Sum(𝑘)^2 + Imag_Sum(𝑘)^2) This spectrum represents the strength of oscillations at each frequency over the lookback period, helping traders identify dominant cycles. Visual Analysis & Interpretation To give traders context for the FFT spectrum’s values, this script calculates: 25th Percentile (Purple Line) Represents relatively low cyclical intensity. Values below this threshold may signal quiet, noisy, or trendless periods. 75th Percentile (Red Line) Represents heightened cyclical dominance. Values above this threshold may indicate significant periodic activity and potential trend formation or rhythm in price action. The FFT magnitude of the lowest frequency component (index 0) is plotted directly on the chart in teal. Observing how this signal fluctuates relative to its percentile bands provides a dynamic measure of cyclical market activity. Chart examples In this NYSE:CL chart, we see the regime of the price accurately described in the spectral analysis. We see the price above the 75th percentile continue to trend higher until it breaks back below. In long trending markets like NYSE:PL has been, it can give a very good explanation of the strength. There was confidence to not switch regimes as we never crossed below the 75th percentile early in the move. The script is also usable on the lower timeframes. There is no difference in the usability from the different timeframes. Script Parameters Lookback Value (N) Default: 30 Defines how many bars of data to analyze. Larger N captures longer-term cycles but may smooth out shorter-term oscillations.
Pine Script® indicator
by ScorsoneEnterprises
EMAs + LSMA Cross Alert (Mejorado)his indicator is designed to identify buy and sell signals based on the behavior of multiple exponential moving averages (EMAs) and a Least Squares Moving Average (LSMA). It includes 5 EMAs and one LSMA, with visual and alert features. 📌 Components: EMA 4 (purple) EMA 9 (Fuchsia) EMA 21 (blue) EMA 50 (Green) EMA 200 (maroon) LSMA 30 (Orange) 🔍 Signal Logic: ✅ Buy Signal: The LSMA (30) must be below both EMA 4 and EMA 9. A bullish crossover occurs: EMA 4 crosses above EMA 9. Only one signal is triggered per crossover, avoiding repeated alerts during trend continuation. ❌ Sell Signal: The LSMA (30) must be above both EMA 4 and EMA 9. A bearish crossover occurs: EMA 4 crosses below EMA 9. Only one signal is triggered per crossover, avoiding repeated alerts during trend continuation. 🖥️ Visual Features: Option to show/hide each EMA and the LSMA. Buy/Sell markers appear at cross points. A white background highlight marks the candle where the signal occurs (optional). Visuals scale dynamically with the chart zoom and axes. 🔔 Alerts: Custom alert conditions for Buy and Sell. Alerts can trigger push notifications to the TradingView mobile app, email, or webhook. Configured to avoid repeating alerts unless the trend resets and a new valid crossover occurs.
Pine Script® indicator
by fricci
Candles by Day, Time, Month + StatsThis Pine Script allows you to filter and display candles based on: 📅 Specific days of the week 🕒 Custom intraday time ranges (e.g., 9:15 to 10:30) 📆 Selected months 📊 Shows stats for each filtered block: 🔼 Range (High – Low) 📏 Average candle body size ⚙️ Key Features: ✅ Filter by day, time, and month 🎛 Toggle to show/hide the stats label 🟩 Candles are drawn only for selected conditions 📍 Stats label is positioned above session high (adjustable) ⚠️ Important Setup Instructions: ✅ 1. Use it on a blank chart To avoid overlaying with default candles: Open the chart of your preferred symbol Click on the chart type (top toolbar: "Candles", "Bars", etc.) Select "Blank" from the dropdown (this will hide all native candles) Apply this indicator This ensures only the filtered candles from the script are visible. Adjust for your local timezone This script uses a hardcoded timezone: "Asia/Kolkata" If you are in a different timezone, change it to your own (e.g. "America/New_York", "Europe/London", etc.) in all instances of: time(timeframe.period, "Asia/Kolkata") timestamp("Asia/Kolkata", ...) Use Cases: Opening range behavior on specific weekdays/months Detecting market anomalies during exact windows Building visual logs of preferred trade hours
Pine Script® indicator
by country_flag_quiz