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Kira Buy Sell EMA & VWAP Trend IndicatorThis indicator provides buy and sell signals based on short-term momentum shifts while aligning trades with the broader market trend. Core logic: • Fast and slow EMAs are used to identify short-term momentum changes • VWAP is applied to confirm price acceptance in the trade direction • A higher-period EMA is used as a trend filter to reduce counter-trend signals Buy signals are generated when bullish momentum aligns with VWAP positioning and the prevailing trend. Sell signals are generated when bearish momentum aligns with VWAP and the broader trend direction. This approach keeps the logic simple and responsive while helping to avoid signals during unfavorable market conditions. Best suited for liquid stocks and indices on intraday timeframes such as 5-minute to 1-hour charts. This script does not repaint and is intended as a decision-support indicator, not a standalone trading system.
Pine Script® 인디케이터
kirainvestors의
Performance with Okuninushi Line Area Determinations**Performance Indicator with Market Structure Analysis** Building upon TradingView's official Performance indicator, I've added a custom column to assess current market structure using my Okuninushi Line methodology, which visualizes the AB structure concept. **What is the AB Structure?** The AB structure identifies equilibrium levels based on recent price action. The Okuninushi Line calculates the 50% midpoint between the highest high and lowest low over a specified lookback period. In this implementation, I use a 65-day period on the daily timeframe (representing one quarter: 13 weeks × 5 trading days), though this is fully customizable. **Market Structure Classification:** - **Above Okuninushi Line** → "upper to okuni" → Price is in the **Premium Area** (bullish structure) - **Below Okuninushi Line** → "down to okuni" → Price is in the **Discount Area** (bearish structure) This additional column provides an instant visual reference for whether each asset is currently trading above or below its equilibrium level, complementing the traditional performance metrics with structural context. ---
Pine Script® 인디케이터
YAMAGUCHI-KUNI의
Minervini Template + Powerplay detectorMinervini Template + PowerPlay Detector This indicator implements a rule-based Minervini trend template to identify stocks in strong, institutionally supported uptrends, combined with a Power Play momentum detector for explosive leadership moves. Minervini Model (MM) Rules The MM dashboard turns GREEN only when all of the following rules are met: Close ≥ 150-day SMA Close ≥ 200-day SMA 50-day SMA > 150-day SMA 50-day SMA > 200-day SMA 150-day SMA ≥ 200-day SMA 200-day SMA is rising (current value higher than ~1 month ago) Close is at least 30% above the 52-week low Close is within 25% of the 52-week high Close is not more than 8% below the 50-day SMA These rules ensure: Proper long-term trend structure Institutional accumulation alignment Strength near highs, not extended weakness When MM is red, hovering over it shows exactly which rules failed, allowing quick diagnosis of why a stock does not qualify. POWERPLAY Logic POWERPLAY highlights rare, high-velocity leadership moves: Triggers when a stock gains 90% or more within any rolling window of up to 60 trading sessions Remains active as long as the condition continues to hold Hover tooltip displays: Start date of the move Current date Total percentage gain so far This captures fast institutional momentum, even if the move occurs in fewer than 60 sessions. Dashboard Features Moveable to any corner of the chart Adjustable size Adjustable opacity Designed for trend followers and momentum traders seeking true market leaders, not short-term noise or late-stage breakouts.
Pine Script® 인디케이터
vikram_bains의
HaP MACDHaP MACD - Advanced DEMA Assisted Signal Indicator Overview The HaP MACD is an evolution of the classic MACD, designed for traders who demand faster response times and clearer trend visualisations. By integrating DEMA (Double Exponential Moving Average) logic into the standard MACD framework, this indicator filters out noise and highlights momentum shifts with a unique color-coded dot system. How It Works The indicator calculates two types of MACD: a standard one for the main lines and a DEMA-based one for signal generation. This dual approach ensures you stay in the trend while being alerted the moment the momentum starts to fade. Visual Guide & Color Logic The signal dots are placed directly on the MACD line to guide your decisions: 🔵 Blue Dot: The Entry Signal. Appears when DEMA conditions first align for a bullish move. 🟢 Green Dot: Strong Momentum. The trend is active and the MACD value is increasing. 🟠 Orange Dot: Warning Signal. The bullish trend is still active, but the momentum is slowing down (MACD is lower than the previous bar). 🔴 Red Dot: Exit Signal. The bullish condition has ended. It’s time to consider closing the position or tightening stops. Key Features Reduced Lag: DEMA integration provides earlier signals than standard EMA-based MACDs. Trend Monitoring: Easily distinguish between a healthy trend (Green) and a tiring trend (Orange). Customizable: Choose between EMA and SMA for both the oscillator and signal calculations. Crossover Markers: Optional triangle markers for classic MACD crossovers (can be enabled in settings).
Pine Script® 인디케이터
agahakanaga의
22
Aroon (Any Source)Aroon (Any Source) Overview This indicator is an enhanced version of the classic Aroon Oscillator. It measures trend dominance based on the recency of highs and lows, with added flexibility to operate on any chosen source series and an optional price-scaling mechanism based on VWAP distance. What the Indicator Does The Aroon Oscillator compares how recently the most recent high and low occurred within a lookback window. The result is a bounded oscillator that indicates whether buyers or sellers are currently dominant. This version adds: - Ability to run Aroon on any source - Optional smoothing to reduce noise - Optional VWAP-based price scaling Core Outputs • Aroon Up (0–100): Strength of recent highs • Aroon Down (0–100): Strength of recent lows • Aroon Oscillator (−100 to +100): Net dominance (Up − Down) Inputs and Options • Source: Input series used for calculations • Aroon Length: Lookback window • Use Source for High/Low: Enables Aroon-like mode on any series • Show Oscillator: Toggles oscillator plot • Show Aroon Up/Down: Toggles component lines • Smooth Oscillator: Light smoothing (EMA/RMA/SMA) • VWAP Price Scaling: Scales signal by VWAP distance normalized by ATR How to Use It Use the oscillator as a trend regime filter. Positive values indicate bullish dominance; negative values indicate bearish dominance. VWAP scaling helps suppress signals near equilibrium and emphasize extended moves. Practical Notes • Measures recency, not magnitude • Best used as a regime or bias input • Especially effective intraday with VWAP scaling
Pine Script® 인디케이터
AJSwogger의
OCC Strategy Optimized (MA 5 + Delayed TSL)# OCC Strategy Optimized (MA 5 + Delayed TSL) - User Guide ## Introduction The **OCC Strategy Optimized** is an enhanced version of the classic **Open Close Cross (OCC)** strategy. This strategy is designed for high-precision trend following, utilizing the crossover logic of Open and Close moving averages to identify market shifts. This optimized version incorporates advanced risk management, multi-timeframe analysis, and a variety of moving average types to provide a robust trading solution for modern markets. > > **Special Thanks:** This strategy is based on the original work of **JustUncleL**, a renowned Pine Script developer. You can find their work and profile on TradingView here: (in.tradingview.com). --- ## Key Features ### 1. Optimized Core Logic - **MA Period (Default: 5):** The strategy is tuned with a shorter MA length to reduce lag and capture trends earlier. - **Crossing Logic:** Signals are generated when the Moving Average of the **Close** crosses the Moving Average of the **Open**. ### 2. Multi-Timeframe (MTF) Analysis - **Alternate Resolution:** Use a higher timeframe (Resolution Multiplier) to filter out noise. By default, it uses $3 \times$ your current chart timeframe to confirm the trend. - **Non-Repainting:** Includes an optional delay offset to ensure signals are confirmed and do not disappear (repaint) after the bar closes. ### 3. Advanced Risk Management This script features a hierarchical exit system to protect your capital and lock in profits: - **Fixed Stop Loss (Initial):** Protects against sudden market reversals immediately after entry. - **Delayed Trailing Stop Loss (TSL):** - **Activation Delay:** The TSL only activates after the trade reaches a specific profit threshold (e.g., 1%). This prevents being stopped out too early in the trade's development. - **Ratchet Trail:** Once activated, the stop loss "ratchets" up/down, never moving backward, ensuring you lock in profits as the trend continues. - **Take Profit (TP):** A fixed percentage target to exit the trade at a pre-defined profit level. ### 4. Versatility - **12 MA Types:** Choose from SMA, EMA, DEMA, TEMA, WMA, VWMA, SMMA, HullMA, LSMA, ALMA, SSMA, and TMA. - **Trade Direction:** Toggle between Long-only, Short-only, or Both. - **Visuals:** Optional bar coloring to visualize the trend directly on the candlesticks. --- ## User Input Guide ### Core Settings - **Use Alternate Resolution?:** Enable this to use the MTF logic. - **Multiplier for Alternate Resolution:** How many charts higher the "filter" timeframe should be. - **MA Type:** Select your preferred moving average smoothing method. - **MA Period:** The length of the Open/Close averages. - **Delay Open/Close MA:** Use `1` or higher to force non-repainting behavior. ### Risk Management Settings - **Use Trailing Stop Loss?:** Enables the TSL system. - **Trailing Stop %:** The distance the stop follows behind the price (Optimized Default: 1.5%). - **TSL Activation % (Delay):** The profit % required before the TSL starts moving. (Optimized Default: 2.0% to ensure 0.5% profit is locked immediately). - **Initial Fixed Stop Loss %:** Your hard stop if the trade immediately goes against you. - **Take Profit %:** Your ultimate profit target for the trade. --- ## How to Trade with This Strategy 1. **Identify the Trend:** Look for the Moving Average lines (Close vs Open) to cross. 2. **Wait for Confirmation:** If using MTF, ensure the higher timeframe also shows a trend change. 3. **Manage the Trade:** Let the TSL work. With the default **2.0% Activation** and **1.5% Trail**, the strategy will automatically lock in **0.5% profit** the moment the threshold is hit, then follow the price higher. 4. **Position Sizing:** Adjust the `Properties` tab in the script settings to match your desired capital allocation (Default is 10% of equity). --- ## Recommended Settings 1. Trialing < Activation 2. Check ranging ## Credits Original Strategy by: **JustUncleL** Optimized and Enhanced by: **Antigravity AI**
Pine Script™ 전략
trade_crush의
Triple EMA (TEMA) + Slope LeadThis indicator plots a standard Triple EMA (TEMA) and an optional slope-lead version. TEMA is a low-lag moving average built from three EMAs, allowing it to track price more closely than a single EMA. The Lead Strength (k) adds a small forward “push” based on the recent TEMA slope: TEMA_lead = TEMA + k × (TEMA − TEMA ). Higher k values make the line react earlier but increase sensitivity in chop. Used as a source for other indicators (RSI, MACD, stochastic, regime filters, etc.), TEMA or TEMA-Lead may improve signal quality by reducing noise, aligning momentum readings with trend direction, and producing earlier, cleaner transitions at turns, often without the excessive lag introduced by heavier smoothing.
Pine Script® 인디케이터
AJSwogger의
Least Squares Moving Average Zero Lag LeadLSMA Zero‑Lag + Lead Indicator This indicator is a modified Least Squares Moving Average (LSMA) designed to reduce lag and optionally introduce a controlled forward‑leaning (lead) component. It is intended to be used either directly on price or as a smoother, more responsive input source for other indicators such as RSI, MACD, or regime filters. 1. What LSMA Is Doing LSMA (Least Squares Moving Average) fits a straight‑line regression to the last N bars and evaluates that line at the current bar. Unlike simple or exponential averages, LSMA implicitly models trend direction and slope, which makes it more responsive during directional moves. 2. Zero‑Lag Adjustment The zero‑lag version applies a simple error‑correction technique: ZL = 2 × LSMA − LSMA(previous) This cancels part of the inherent regression delay, producing a smoother line that reacts faster to turns while remaining stable in trends. 3. Lead Component (Optional) On top of the zero‑lag LSMA, a slope‑based lead is added: Lead = ZL + k × (ZL − ZL(previous)) Here, the recent slope is projected forward by a user‑controlled factor (k). This does not predict price, but it shifts the average slightly in the direction of current momentum, improving responsiveness for signal generation. 4. Why This Helps RSI and Similar Indicators RSI and many oscillators operate on raw price changes, which can be noisy and lag‑prone. Feeding RSI with LSMA ZL or LSMA ZL + Lead instead of raw close price: • Reduces noise without excessive smoothing • Aligns RSI swings with underlying trend direction • Improves timing of overbought/oversold transitions • Reduces late signals after sharp reversals In practice, this produces an RSI that reacts faster in trends but stays calmer in chop. 5. Practical Usage Tips • Use LSMA ZL as a clean, low‑lag replacement for price in oscillators • Add small lead values (0.5–1.0) only if earlier signals are needed • Avoid high lead values in choppy markets • Combine with regime or volatility filters for best results This indicator is best thought of as a signal‑conditioning layer rather than a standalone trading system.
Pine Script® 인디케이터
AJSwogger의
Gann Octave Pro - Angles & Time Cycles 🎯 Gann Octave Pro - Angles & Time Cycles ## Complete Gann Trading System - Price, Angles & Time in One Indicator A professional-grade Gann analysis tool combining **Octave Price Levels**, **Gann Angles (1x1, 2x1, 1x2)**, and **Advanced Time Cycle Projections**. Perfect for traders seeking precision market timing through geometric confluence. --- ## 🌟 Key Features ### 📐 Octave Price Levels - **5 Key Levels**: 0%, 25%, 50%, 75%, 100% - **Color-Coded**: Green (support) → Blue (50% pivot) → Red (resistance) → Black (boundaries) - **Dynamic Updates**: Auto-adjusts to swing structure - **Trading Edge**: 50% level is the most powerful reversal zone ### 📏 Gann Angles - **1x1 Angle** (Black) - Natural 45° trend line - **2x1 Angle** (Red) - Steep acceleration zone - **1x2 Angle** (Red) - Gradual support/resistance - **Customizable Extension**: Fixed bars or % of swing length ### ⏰ Advanced Time Cycles **Three Calculation Methods:** 1. **Angle-Level Confluence** ⭐ (Recommended) - Calculates intersections of Gann angles with octave levels - Most sophisticated timing system - Based on price-time geometry 2. **Swing Duration** - Uses actual swing bar length 3. **Harmonic (Swing/8)** - Classic Gann harmonic division **Cycle Visualization:** - **Full Cycles** (Purple, solid) - Major turning points, labeled "◆ FC1 (176 bars) " - **Sub-Cycles** (Blue, dotted) - Minor pivots, labeled "S1 " - **Mid-Cycles** (Orange, dashed) - Half-cycle inflection points - **Past Display**: Shows 4 complete past cycles for validation - **Future Projection**: Projects 8 future cycles for anticipation --- ## 🎯 How to Use ### Quick Start 1. Apply to chart (works all timeframes/instruments) 2. Select period: Default 44 bars (adjust based on timeframe) 3. Choose cycle method: "Angle-Level Confluence" for best results 4. Observe past cycles to validate timing accuracy ### Trading Strategies **Triple Confluence Setup** (Highest Probability) - Price at octave level (especially 50%) - Price touches Gann angle (1x1 most reliable) - Time cycle arrives (full cycle preferred) - **Entry**: On confluence | **Stop**: Below/above octave level | **Target**: Next level **Cycle Anticipation** - Enter 1-2 bars before cycle line if price at octave level - Exit at next cycle or target octave level - **Edge**: Anticipate cycles instead of reacting **Angle Breakout + Cycle** - Price breaks 1x1 angle + next cycle within 20 bars - Hold through cycle, exit at 2x1 angle or next major level --- ## ⚙️ Customization ### Period Selection (88-Based) 11 harmonic options: 3, 6, 11, 22, **44**, 88, 176, 352, 704, 1408, 2816 bars - **Intraday** (15m-1h): Period 3-4 - **Swing Trading** (4h-Daily): Period 4-5 - **Position Trading** (Daily-Weekly): Period 5-6 ### Visual Controls - **Colors**: Independent for all elements - **Line Widths**: Separate controls (1-5) for levels, angles, cycles - **Label Size**: Tiny/Small/Normal/Large (unified) - **Label Position**: Top/Middle/Bottom - **Show/Hide**: Toggle any component ### Alerts - 50% octave level breakouts - Customizable messages --- ## 💡 Pro Tips 1. **Validate First**: Observe 2-3 past cycles before trading 2. **Adjust to Volatility**: High volatility = lower period (22-44), Low = higher (88-176) 3. **Multiple Timeframes**: Apply on different timeframes for confirmation 4. **Respect 50% Level**: Most powerful reversal zone in Gann theory 5. **Focus on Full Cycles**: Highest probability setups (◆ FC markers) 6. **Combine with Price Action**: Indicator shows WHERE/WHEN, price action shows HOW --- ## 🚀 What Makes It Unique ✅ **Intelligent Confluence Cycles** - Unique angle-level intersection calculation ✅ **Historical Validation** - See past cycles to trust future projections ✅ **Professional Design** - Color-coded hierarchy, clean labels, no clutter ✅ **Complete Automation** - Everything updates in real-time ✅ **Three-Dimensional Analysis** - Price + Angles + Time = complete picture --- ## 📊 Best Markets - Stock indices (S&P 500, NASDAQ, Dow) - Forex majors (EUR/USD, GBP/USD, USD/JPY) - Commodities (Gold, Silver, Oil) - Crypto (BTC, ETH) - Liquid stocks ✅ Complete Gann system (price + angles + time) ✅ 3 time cycle methods ✅ Auto swing detection ✅ 4 past + 8 future cycle projections ✅ Professional visualization ✅ Extensive customization ✅ Real-time alerts ✅ Works all markets/timeframes --- ## ⚠️ Disclaimer This indicator is for educational purposes and applies W.D. Gann methodology principles. Not financial advice. Always use proper risk management, position sizing, and stop losses. Practice on paper before live trading. Past performance doesn't guarantee future results. --- **The market moves in patterns of price and time. This indicator helps you see them.** Trade with geometry. Trade with time. Trade with confidence.
Pine Script® 인디케이터
TimePriceDecoder의
6
Butterworth LPF Flip + AutoTune (PF)Butterworth LPF Flip + AutoTune (PF) This strategy trades price trend flips using two Butterworth low-pass filters (a FAST filter and a SLOW filter). A trade is taken when the FAST filter crosses the SLOW filter. Optionally, the script can auto-tune the filter lengths by simulating many Fast/Slow combinations and selecting the pair with the best Profit Factor (PF). What the Script Does - Computes two 2‑pole Butterworth low‑pass filters on price. - Enters LONG when FAST crosses above SLOW. - Enters SHORT when FAST crosses below SLOW. - Optionally simulates many Fast/Slow length combinations internally. - Chooses the Fast/Slow pair with the highest Profit Factor. - Trades only the selected best pair. Manual Mode (Default) 1. Leave Auto‑Tune OFF. 2. Set: - FAST cutoff period (bars) - SLOW cutoff period (bars) 3. The strategy will trade using only these values. Use this mode for normal trading or live deployment. Auto‑Tune Mode 1. Enable Auto‑Tune. 2. Define Fast and Slow ranges: - FAST min / max / step - SLOW min / max / step 3. The script simulates ALL Fast × Slow combinations bar‑by‑bar. 4. Each combination tracks: - Gross Profit - Gross Loss - Closed trades - Profit Factor (PF = GP / GL) 5. At the end of the chart, the best PF pair is selected and used for trading. Interpreting the End Box The status label at the end of the chart reports: - Whether Auto‑Tune is enabled - Number of candidate pairs tested - Best FAST period - Best SLOW period - Profit Factor of the best pair - Win Rate (wins ÷ closed trades) If PF is near 1.0 or trades are very low, expand the range or length of the test. Best Practices - Use Auto‑Tune ONLY for research and optimization. - After finding good parameters, disable Auto‑Tune and trade manually. - Keep Fast < Slow (logical separation). - Longer charts produce more reliable PF results. - Avoid very small step sizes (performance + noise). Known Limitations - Pine Script runs bar‑by‑bar; tuning is approximate, not vectorized. - Large grids increase execution time. - Results are historical and NOT predictive. - Not suitable for live auto‑optimization. Summary This script is best viewed as a *research tool first, strategy second*. Use it to discover stable Fast/Slow regimes, then lock them in for simple, repeatable trading.
Pine Script™ 전략
AJSwogger의
Sessions + EMAS + Nube (Mini Table)This indicator is designed to help traders analyze market trends and identify potential trading opportunities. It provides clear visual signals based on price behavior and technical calculations, allowing traders to better understand market structure, momentum, and direction. The indicator can be used on any market and timeframe, making it suitable for both intraday and swing trading. It is intended as a decision-support tool and should be used in combination with proper risk management and other forms of analysis.
Pine Script® 인디케이터
raulerick351의
Seasonality Table - [JTCAPITAL]Seasonality Table - is a modified way to use monthly return aggregation across multiple assets to identify seasonal trends in cryptocurrencies and indices. The indicator works by calculating in the following steps: Asset Selection The user defines a list of assets to include in the seasonality table. By default, the script allows up to 32 assets, including popular cryptocurrencies like BTC, ETH, BNB, XRP, and others. Each asset is identified by its symbol (e.g., "CRYPTO:BTCUSD"). Monthly Return Calculation For each asset, the script requests monthly price data using request.security. Specifically, it retrieves the monthly open, close, and month number. The monthly return is calculated as: Return = (Close - Open) / Open This step provides a normalized measure of performance for each asset per month. Data Aggregation The script stores two key arrays for each asset and month combination: sumReturns: The cumulative sum of monthly returns countReturns: The number of months with valid data This allows averaging returns later while handling months with missing data gracefully. Table Construction Rows representing months (January–December) Columns representing each asset An additional column showing the average return for all assets per month A final row showing the yearly average return for each asset Filling the Table The table cells are filled as follows: Monthly returns are averaged for each asset and displayed as a percentage. Positive returns are colored green, negative returns red. Missing data is displayed as a gray “—” placeholder. Each row’s values are normalized for the color gradient to show relative performance. Averages Computation The script calculates two types of averages: Monthly Average Across Assets : Sum of all asset returns for a month divided by the number of valid data points. Yearly Average Per Asset : Sum of all monthly returns for an asset divided by the number of months with valid data. These averages are displayed in the last column and last row respectively, with gradient coloring for visual comparison. Buy and Sell Conditions This indicator does not generate explicit buy or sell signals. Instead, it provides a visual heatmap of historical seasonality, allowing traders to: Identify months where an asset historically outperforms (bullish bias) Identify months with weak historical performance (bearish caution) Compare seasonal patterns across multiple assets for portfolio allocation Filters can be applied by adjusting the asset list, changing the color mapping, or focusing on specific months to highlight seasonal anomalies. Features and Parameters Number of assets: Set how many assets are included in the table (1–32). Assets: Input symbols for the assets you want to analyze. Low % Color: Defines the color for the lowest monthly returns in the gradient. High % Color: Defines the color for the highest monthly returns in the gradient. Cleaned asset names for concise display. Gradient-based visualization for easier pattern recognition. Monthly and yearly averages for comparative analysis. Specifications Monthly Return Calculation Uses the formula (Close - Open) / Open for each asset per month. This standardizes performance across different price scales and ensures comparability between assets. Arrays for Storage sumReturns: Float array storing cumulative monthly returns. countReturns: Integer array storing the number of valid data points per month. These arrays allow efficient aggregation and average calculations without overwriting previous values. Data Retrieval via Security Calls Requests monthly OHLC data for each asset using request.security. Ensures calculations reflect the correct timeframe and allow for historical comparison. Color and Text Assignment Green text for positive returns, red for negative returns. Gray cells indicate missing data. Gradient background shows relative magnitude within the month. Seasonality Analysis The table visually encodes which months historically produce stronger returns. Useful for portfolio rotation, risk management, and identifying cyclical trends. Scalability Supports up to 32 assets. Dynamically adapts to the number of assets and data availability. Gradient scales automatically per row for consistent comparison.
Pine Script® 인디케이터
JTCapitalNL의
2
Maestro 4hThis indicator is designed to help traders analyze market trends and identify potential trading opportunities. It provides clear visual signals based on price behavior and technical calculations, allowing traders to better understand market structure, momentum, and direction. The indicator can be used on any market and timeframe, making it suitable for both intraday and swing trading. It is intended as a decision-support tool and should be used in combination with proper risk management and other forms of analysis.
Pine Script® 인디케이터
raulerick351의