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Micro Time Windows by Bryan RamirezRed = ICT xx:50 - xx:10 macro Blue = xx:20 - xx:40 macro Green = Bryan Ramirez Outliers Tuesday, August 29, 2023, is when I figured out why xx:20 - xx:40, xx:11 - xx:19, and xx:41 - xx:49 are agorithmic time windows. These time windows are called cron jobs, which command the algorithm to do a specific task, like go to liquidity or inefficiency, based on time. On my Discord, I'll share more on how it was that I figured that out, but the first clue God gave me was ICT's comment, " The first 10 minutes of the hour and last 10 minutes of the hour are a macro."
Pine Script® indicator
by Hindsighttrades
Data Highs & Lows [TakingProphets]DATA HIGHS AND LOWS What it does Data Highs & Lows visualizes the price level left by macro news events that release at 8:30 AM New York. It examines the 1-minute bars 8:29, 8:30, 8:31 and, if the 8:30 candle forms a valid swing low/high with a wick ≥ your threshold (points), it draws a horizontal level from that 8:30 price and labels it: DATA.L when the 8:30 bar is a swing low DATA.H when the 8:30 bar is a swing high The line auto-extends until price’s wick touches/mitigates the level. On touch, you can either freeze the final segment and park the label beneath it or delete the visual immediately (toggle). How it works -Timezone: America/New_York. -Detection runs on 1-minute data; visualization shows on minute charts up to 15m. Swing rule: -Swing-low if low(8:30) < low(8:29) and < low(8:31) -Swing-high if high(8:30) > high(8:29) and > high(8:31) -Wick rule: the relevant wick of the 8:30 candle must be ≥ threshold (points). -One event/level per day; state resets daily. Inputs & styling Detection -Wick Size Threshold (points). Visualization -Line Color, Line Style (Solid/Dashed/Dotted). -Label Size (Tiny…Huge), Label Text Color. -Label Vertical Offset (ticks) when parked. -Line width is fixed at 1. Behavior Delete on Mitigation (remove line+label immediately on first touch) or keep the frozen level with a centered label. Auto-cleanup after bars (optional). Notes -Designed to highlight levels specifically tied to 8:30 AM data releases (e.g., CPI, PPI, Jobless Claims, etc.). -Works only if the symbol trades around that time; always consider session liquidity and instrument behavior. -Labels: while active, they sit at the right end of the line; after mitigation they move to bottom-center with a small offset. Disclaimer This is an educational tool for chart annotation. It does not provide signals, guarantees, or financial advice. Always do your own analysis and manage risk appropriately.
Pine Script® indicator
by TakingProphets
Sav FX - Semi / Quarterly Cycles [Nakash]Sav FX – Semi / Quarterly Cycles is a TradingView indicator designed to analyze time cycles in the Forex and financial markets. It helps traders identify multi-year, yearly, weekly, and daily cycles, as well as shorter intervals such as 6-hour, 90-minute, and 22.5-minute cycles. The indicator highlights potential turning points and periods of heightened market activity, allowing traders to align their strategies with the natural rhythm of the market. Visual cycle markers are plotted directly on the chart, making it easy to combine with other technical tools like support/resistance levels and price patterns. A key advantage of Sav FX is its flexibility: traders can enable or disable specific cycles depending on their trading style — from scalpers focusing on short-term moves to swing traders and investors monitoring quarterly or yearly trends.
Pine Script® indicator
by shahakk
1 juicy newXenia BabyBlue is a clean Pine Script indicator designed to keep your chart readable while still giving you the most useful session context. It paints Tokyo, London, and New York as a gentle blue watermark using bgcolor(), so the shading always spans the full pane behind price and never distorts autoscaling. There are no boxes, borders, or labels cluttering the candles—just a soft backdrop that makes session rhythm obvious at a glance. Time handling is robust and product independent. You can switch between America/New_York and Europe/Berlin presets, and the script builds session windows with explicit timestamps, including overnight ranges such as Tokyo. That means the shading stays aligned even when you change exchanges, symbols, or chart timeframes. On top of the watermark, Xenia BabyBlue includes a classic EMA 50 for trend bias and a compact two-candle manipulation detector. The logic flags a bullish trap when a bearish candle is followed by a sweep below its low and a close back above its high, and flags the bearish counterpart when a bullish candle is followed by a sweep above its high and a close back below its low. Signals are plotted with soft, unobtrusive labels so they remain visible without overwhelming price action. The default styling aims for “set and forget.” Still, you can customize the blue intensity, toggle the EMA, and tighten or relax the manipulation rules to match your playbook. The code uses lightweight operations, avoids lookahead, and draws only what is needed per bar, which keeps it responsive on lower timeframes and long histories. Use Xenia BabyBlue when you want fast session awareness and tidy, actionable hints—whether you’re trading London reversals, New York continuations, or Asia range breaks. It pairs well with ICT-style models, liquidity maps, and structure tools, and it’s intentionally simple to combine with other overlays. Trade focused, not distracted.
Pine Script® indicator
by godhandfund
lvl charm Overview "lvl"is a sophisticated support and resistance indicator that combines mathematical concepts with options market data to identify key price levels. Key Features Data-Driven Anchoring: Utilizes real options flow data and peak gamma concentration points Mathematical Precision: Employs advanced mathematical ratios and distribution patterns to calculate optimal level spacing Multiple Trading Modes: Optimized for both intraday and large expansion market conditions Customizable Visualization: Full control over appearance, line styles, and label display Important Usage Notes Reset Times: The indicator performs data resets at: 8:30 AM (Pre-market calculation) Disclaimer This is a technical analysis tool, not a complete trading strategy. It should be used in conjunction with other forms of analysis, risk management, and your own market understanding. The indicator identifies potential levels of interest based on options market structure but does not provide buy/sell signals or guarantee any specific market outcomes. Feedback & Development I welcome constructive criticism and suggestions for improvement. This indicator is continuously being refined based on real market performance and user feedback. Please feel free to share your experiences and ideas in the comments. Acknowledgments Special thanks to Gaspard, Adam and Zaiden for their invaluable insights and contributions during the development of this indicator. Their expertise in options market dynamics and mathematical modeling has been instrumental in creating this tool. PS : I use "large expansion" mode
Pine Script® indicator
by pfffffhkj
ICT Killzones Pro Suite — ICT & SMC Indicator with AlertsThe ICT Killzones Pro Suite is a complete ICT and Smart Money Concepts (SMC) indicator that brings together the most important institutional concepts into one single tool. Instead of manually drawing sessions, structure breaks, liquidity levels or imbalances, this ICT indicator for TradingView automatically plots them with precision and full customization. It is widely used by traders in Forex, Indices, Crypto and Commodities who want to study market structure the same way institutions do. 🔎 Features ✅ Killzones (Asia, London, New York) Session boxes with customizable colors 50% midline level for equilibrium reference Real-time status display (“In Killzone” / “Out of Killzone”) ✅ Equal Highs & Equal Lows (Liquidity zones) Automatic detection of EQH/EQL Equality tolerance parameter Zone expiry (bars) Rejection filter (2 consecutive closes) Option to show only the latest active EQH/EQL ✅ Break of Structure (BOS) & Market Structure Shift (MSS) Detects continuation (BOS) and reversal (MSS) structures Customizable line styles and colors “Body only” or “Body/Wick” break modes Option to show only the latest signals ✅ Open Price Range (OPR) Institutional daily open level in UTC Historical OPR memory for backtesting Optional labels for quick identification ✅ Previous Highs and Lows Daily (PDH/PDL), Weekly (PWH/PWL), Monthly (PMH/PML) Full label system Customizable line width/style Breakout alerts for each level ✅ Fair Value Gaps (FVGs) Automatic imbalance detection Wick or body detection modes Highlighted imbalance candles in yellow ✅ Alerts Engine One global alert condition Modular alerts: • Killzone opens/closes • EQH/EQL created or broken • BOS/MSS bullish & bearish signals • Previous Highs/Lows breakouts • FVGs ⚙️ Parameters Explained Killzones: start/end times in UTC, colors, extension lines, 50% midline EQH/EQL: tolerance (0 = strict equality, >0 = margin allowed), expiry age (bars), rejection filter, body/wick break type, latest only toggle BOS/MSS: swing bars (pivots), body vs wick detection, line styles & widths, only-latest option OPR: exact UTC time (HH:MM), history toggle, label size/color Previous Highs/Lows: daily/weekly/monthly levels, line styles, label settings, breakout alerts FVGs: wick vs body detection, candle highlight color Alerts: global condition + per-module toggles (sessions, liquidity, BOS/MSS, FVG) Every parameter is fully customizable, making this SMC indicator adaptable to any trading style or timeframe. 📌 Why use this ICT & SMC indicator? Saves time by automating repetitive tasks Provides an institutional framework directly on charts Keeps analysis structured and consistent Optimized for intraday scalping and swing trading ⚠️ Disclaimer This script is for educational purposes only. It does not guarantee profits or predict markets with certainty. Always use proper risk management. 🔑 Access This is an invite-only script on TradingView. Click Request Access on this page to apply.
Pine Script® indicator
by CerclePPM
One Trade Setup for LifeIndicators are refered from @TFlab and @ChartPrime and @UAlgo *** ## Indicator Overview 🚀 **One Trade Setup for Life** is a sophisticated TradingView Pine Script indicator blending Smart Money Concepts (SMC), advanced Price Action, and Liquidity Analysis. It provides signals for structural market moves, trade setups, and custom alerts. This tool is designed for **precision execution**, giving traders a comprehensive edge in diverse market conditions. *** ## Key Logic Sections & Explanation ### Smart Money Concept Logic 💸 - **Pivot Lines**: Plots SMC levels based on swing high/low pivots, customizable for wick/body detection and colored to represent bullish or bearish market structure. - **Market Structure Detection**: Tracks changes such as BOS (Break of Structure) and CHoCH (Change of Character), using real-time breakout logic to highlight structural shifts, confirm reversal setups, and trigger accompanying alerts. - **Engulfing & Confirmation**: Identifies engulfing candles, confirms market structure changes, and plots colored lines—with shape plots at exact highs/lows for visual clarity. *** ### Pure Price Action 📈 - **Swing Detection**: Adjustable bars for detecting swing points, making the indicator sensitive to trend reversals and continuations based on candle closes or wicks. - **BOS/CHoCH Lines**: Plots dashed, solid, or dotted lines (user-selected) to visualize structural changes in price, adding color-coded markers for transparency. - **Sentiment Table**: Displays an emoji-based sentiment table at the chart bottom, updating live to quickly gauge overall price action and market mood (bull, bear, neutral emoji). *** ### Supertrend Logic 🟩🟥 - **ATR-Based Trend Filter**: Implements Supertrend bands using customizable ATR length, multiplier, and increment. Options include normalization for flexibility in ranging versus trending markets. - **Multi-Factor Signals**: Detects buy/sell crossovers and plots median/stdev areas for additional confirmation. Users can visually track Supertrend support/resistance as trade triggers. *** ### RSI & Activity Analysis 📊 - **RSI Calculation**: Provides customizable RSI length, overbought/oversold thresholds. Candle coloring flips as RSI hits extreme levels, giving immediate visual signals for exhaustion or reversals. - **Trading Volume Proxy**: Advanced logic computes percentile rankings and plots quintile bands, triggering signal arrows when activity surges above or below key thresholds. *** ### Liquidity Sweep & Fair Value Gap Logic 💧 - **Sweep Zones**: Detects price sweeps at key resistance/support lines generated from pivots, marking with labels and enabling sweep alerts. - **FVG & Mitigation**: Integrates Fair Value Gap (FVG) detection. The indicator can filter FVG zones by aggressiveness, classify supply/demand FVGs, and highlight where price is likely to react for entry or exit. *** ### Support, Resistance, and Swing Levels 🟦🟥 - **Multi-Period SR Lines**: Draws dynamic lines for support/resistance from high/low pivots, adjustable for length and quantity, and visually distinct using color, label, and style options. - **Main Swing Alerts**: Tracks swing direction, assigns colors, and fires alerts only when direction changes, ensuring traders catch priority momentum shifts. *** ### Detailed Alerts System 🚨 - **Custom Alert Inputs**: Users can toggle alerts for CHoCH, BOS, liquidity structure, high-volume, FVG events, sweep zones, false breakouts, and trigger candles—ensuring critical signals are never missed. - **On-Chart Graphics**: Circles, arrows, and emoji labels clearly mark confirmation, swings, and reversal points directly on the chart, streamlining decision-making. *** ## Example Markdown Table: Alert Features | Alert Type | Logic/Trigger | Emoji | Visual Output | |------------------------|--------------------------------------|-------|---------------------------| | CHoCH (Change of Char.)| Counter-trend BOS detection | 🔄 | Colored line & arrow | | BOS (Break of Struct.) | Trend BOS, confirming market shift | 💥 | Line/circle at high/low | | Liquidity Sweep | Price breaks support/resistance | 💧 | Label "Sweep" + alert | | FVG Alert | FVG zone formation by aggression | ⚡ | Box highlight + alert | | Supertrend Trigger | Median/std crossovers | 🟩🟥 | Colored area, Buy/Sell | *** ## Customization, Emoji & Styling 🎨 - **All key inputs are grouped and tooltipped for easy setup.** - **Charts use emojis for sentiment** and direction, visible on tables and labels. - **Colors are user-selected** for all markers (pivot, BOS, CHoCH, FVG, SR, swing). - **Visuals (circles/arrows)** highlight entry, exit, and alert points for instant interpretation—making the script unique and easy to use. *** ## Publication & Use 🌐 This script is covered under the Mozilla Public License 2.0. When publishing, provide the following metadata: - **Title**: One Trade Setup for Life - **Description**: A fusion tool combining SMC, price action, advanced liquidity analytics, and market structure detection—with a robust alert system and richly visual trading interface. **Enjoy clear signals, custom alerts, and visually appealing chart markers—all in one package!** 🏆
Pine Script® indicator
by RAJATAMIL
2
Trend ScalperThe Trend Scalper is a simple EMA-based trend-following and scalping indicator designed to help traders identify potential long and short trading opportunities on any timeframe. It uses a three-EMA strategy to filter trades in the direction of the prevailing trend while refining entry signals based on price reactions to the EMAs. Here’s how it works: It calculates three Exponential Moving Averages (EMA) with customizable lengths (default: 9, 21, and 89). A long signal is generated when the EMAs align in bullish order (EMA1 > EMA2 > EMA3) and the price low dips into the zone between EMA1 and EMA2. This indicates a pullback into short-term support while the broader trend remains bullish. A short signal is generated when the EMAs align in bearish order (EMA1 < EMA2 < EMA3) and the price high rises into the zone between EMA1 and EMA2. This indicates a pullback into resistance within a bearish trend. The EMAs are plotted on the chart for visual guidance, while buy and sell signals are displayed as up and down triangles directly on price bars. Best use practices: The indicator works best as a trend continuation scalping tool, aiming to join established market direction after minor pullbacks. It is most effective on liquid assets and in trending market conditions. Avoid relying on signals during sideways or choppy markets. For confirmation, combine with volume, momentum oscillators, or higher timeframe trend analysis. Risk management is critical: consider setting stop losses beyond EMA zones or recent swing highs/lows, and use take profits that match your risk-reward plan. This indicator provides clean, rule-based signals that help traders time entries within the broader context of the trend. It is not a standalone strategy but a tool to assist in disciplined trade execution.
Pine Script® indicator
by abedmahmood
Watermark with Session Boxes (by Rufi)Watermark & Session Boxes - Chart Branding Tool What it does: Combines professional chart watermarking with automated trading session visualization for clean, branded analysis. Key Features: Smart Session Boxes: Auto-draws boxes around Asia (8PM-11:59PM), London (2AM-5AM), and NY (7AM-10AM) sessions using high/low detection Custom Watermark: Professional text overlay with your brand/tagline Full Customization: Adjustable colors, transparency (0-100%), and display limits (1-30 days) How it works: Uses Pine Script's time() function to detect session periods, tracks price extremes during each session, then draws filled rectangles from session high to low. Perfect for identifying key support/resistance levels from major trading periods. Best for: Intraday traders who want branded charts with clear session-based S/R levels. Ideal for forex, indices, and crypto on lower timeframes.
Pine Script® indicator
by RufiFX
Mystic Pulse V2.0 [CHE] Mystic Pulse V2.0 — Adaptive DI streaks with gradient intensity for clearer trend persistence Summary Mystic Pulse V2.0 measures directional persistence by counting how often the positive or negative directional index strengthens and dominates. These counts drive gradient colors for bars, wicks, and helper plots, so intensity reflects local momentum rather than absolute values. A windowed normalization and gamma control adapt the visuals to recent conditions, preventing one regime from overpowering the next. The result is an immediate, at-a-glance read of trend direction and stamina without relying on crossovers alone. Motivation: Why this design? Classical DI and ADX signals can flip during choppy phases or feel sluggish in calm regimes. This script focuses on persistence: it increments a positive or negative streak only when the corresponding directional pressure both strengthens compared with the prior bar and dominates the other side. Simple OHLC pre-smoothing reduces micro-noise, and local normalization keeps the scale relevant to the last segment of data, not a distant past. What’s different vs. standard approaches? Reference baseline: Traditional DI and ADX lines with crossovers and fixed-scale thresholds. Architecture differences: Wilder-style recursive smoothing on true range and directional movement. Streak counters for positive and negative pressure that advance only on strengthening and dominance. Windowed normalization and gamma shaping for visual intensity. Wick coloring via `plotcandle` with forced overlay from a pane indicator. Practical effect: Bars and wicks grow more vivid during sustained pressure and fade during indecision. The column plots show streak depth directly, which helps filter one-bar flips. How it works (technical) 1. Pre-smoothing: Open, high, low, and close are averaged over a short simple moving window to dampen micro-ticks. 2. Directional inputs: True range and directional movement are formed from the smoothed prices, then recursively smoothed using a Wilder-style update that carries prior state forward. 3. DI comparison: The script derives positive and negative directional ratios relative to smoothed range. A side advances its streak when it increases compared with the previous bar and exceeds the opposite side. The other streak resets. 4. Trend score and color base: The difference between positive and negative streaks defines the active side. 5. Normalization and gamma: The absolute streak magnitude and each side’s streak are normalized within a rolling window. Gamma parameters reshape intensity so mid-range values are either compressed or emphasized. 6. Rendering: Two column plots show positive and negative streak counts in the pane with gradient colors. A square marker at the bottom uses the global gradient as a compact heat cue. Bar colors on the main chart use either the gradient, neutral trend colors, or no paint depending on toggles. Wick, border, and candle overlays are colored via `plotcandle` with forced overlay. 7. State handling: Smoothed values and counters persist across bars; initialization uses first available values without lookahead. No higher-timeframe requests are used, so repaint risk is limited to normal live-bar evolution. Parameter Guide Show neutral candles (fallback) — Paints main-chart bars in plain up or down colors when gradients are disabled — Default false — Use when you prefer simple up/down coloring. Show last N shapes — Limits bottom square markers — Default 333 — Reduce if your chart gets cluttered. ADX smoothing length — Controls the Wilder smoothing window for range and directional movement — Default 9 — Larger values increase stability but respond later. OHLC SMA length — Pre-smoothing for inputs — Default 1 — Increase slightly on noisy assets to reduce flip risk. Gradient barcolor — Enables gradient bar paint on the main chart — Default true — Turn off to use wicks only or neutral bars. Wick coloring — Colors wicks, borders, and bodies via overlay — Default true — Disable if it conflicts with other overlays. Gradient window — Lookback for local normalization — Default 100 — Shorter windows adapt faster; longer windows provide steadier intensity. Gradient transparency — Overall transparency for gradient paints — Default 0 — Increase to make gradients subtler. Gamma bars/shapes — Contrast for bar and shape intensity — Default 0.70 — Lower values brighten mid-tones; higher values compress them. Gamma plots — Contrast for the column plots — Default 0.80 — Tune separately from bar intensity. Wick transparency — Transparency for wick coloring — Default 0 — Raise to let price action show through. Up/Down colors (dark and neon) — Base and accent colors for both directions — Defaults as provided — Adjust to match your chart theme. Reading & Interpretation Pane columns: The green column represents the positive streak count; the red column represents the negative streak count. Taller columns signal stronger persistence. Gradient marker: The bottom square indicates the active side and persistence strength at a glance. Main-chart bars and wicks: Color direction shows the dominant side; intensity reflects the normalized and gamma-shaped streak magnitude. Faded tones suggest weak or fading pressure. Practical Workflows & Combinations Trend following: Enter in the direction of the active side when the corresponding column expands over several bars. Confirm with structure such as higher highs and higher lows or lower highs and lower lows. Exits and stops: Consider scaling out when intensity fades toward mid-range while structure stalls. Tighten stops after extended streaks or when wicks lose intensity. Multi-asset/Multi-TF: Use defaults for liquid assets on intraday to swing timeframes. For highly volatile instruments, raise smoothing and the normalization window. For calm markets, lower them to regain sensitivity. Behavior, Constraints & Performance Repaint/confirmation: Values update during the live bar and stabilize after bar close. No historical repaint beyond normal live-bar updates. security()/HTF: Not used; cross-timeframe repaint paths do not apply. Resources: Declared `max_bars_back` two thousand; no explicit loops or arrays; plot and label limits are generous. Known limits: Streak counters can remain elevated during slow reversals. Very short normalization windows can cause rapid intensity swings. Gaps or extreme spikes may temporarily distort intensity until the window adapts. Sensible Defaults & Quick Tuning Start with: ADX smoothing nine, OHLC SMA one, normalization window one hundred, gradient and wick coloring enabled, gamma around zero point seven to zero point eight. Too many flips: Increase ADX smoothing and the normalization window; consider a small bump in OHLC SMA. Too sluggish: Decrease ADX smoothing and the normalization window. Colors overpower chart: Increase gradient and wick transparency or raise gamma to compress mid-tones. What this indicator is—and isn’t This is a visualization and signal layer that represents directional persistence and intensity. It does not issue trade entries or exits on its own and is not predictive. Use it alongside market structure, volume, and risk controls. Disclaimer The content, including any code, is for educational and informational purposes only and does not constitute financial advice or a recommendation to buy or sell any instrument. Trading involves substantial risk, including the possible loss of principal. Past performance is not indicative of future results. Always do your own research and consider consulting a qualified professional.
Pine Script® indicator
by chervolino
LQ sweep (DeadCat)This indicator provides a streamlined approach to Smart Money Concepts (SMC) market structure analysis, focusing on identifying liquidity sweep patterns at key structural levels. The script tracks price action to detect when institutional liquidity is being targeted through systematic structure breaks. Core Methodology: The indicator employs a dual-pivot system (20/2 bars) to identify market structure points internally, then monitors for liquidity sweeps at these levels: Trend Continuation Sweeps: When price breaks above Higher Highs (uptrend) or below Lower Lows (downtrend) Trend Reversal Sweeps: When price breaks below Higher Lows (uptrend) or above Lower Highs (downtrend) Market Structure Engine: Automatically establishes initial trend direction from first two pivot points Tracks structure progression internally without visual clutter Requires 2-candle confirmation (bullish/bearish) before finalizing new structure levels Maintains pending structure states until proper confirmation occurs Liquidity Sweep Detection: The indicator identifies four distinct liquidity sweep scenarios: Bullish Continuation: HH break in established uptrend Bearish Continuation: LL break in established downtrend Bullish Reversal: LH break signaling potential uptrend resumption Bearish Reversal: HL break signaling potential downtrend resumption Key Features: Simplified Interface: Single settings group for all liquidity sweep configurations Flexible Label Positioning: Choose where sweep labels appear on lines Consistent Visual Style: All sweeps use the same color/style for clarity Minimal Chart Clutter: No market structure labels, only essential sweep markers Unique Implementation: Unlike traditional SMC indicators that display all structure points, this tool focuses exclusively on actionable liquidity sweeps. It maintains the mathematical rigor of structure tracking internally while presenting only the critical sweep levels where institutional activity is likely concentrated. Usage: Liquidity sweeps often precede significant moves as they represent areas where stop-losses accumulate. Traders can use these levels to: - Identify potential reversal zones after sweep completion - Spot continuation patterns when sweeps align with trend - Time entries after liquidity has been collected - Set stop-loss levels beyond recent sweep points This indicator simplifies complex SMC concepts into actionable liquidity sweep signals, making it suitable for traders who want to focus on key institutional levels without overwhelming chart analysis.
Pine Script® indicator
by DeadCatCode
ML-Enhanced Multi-Indicator Composite Signal🤖 ML-Enhanced Multi-Indicator Composite Signal Revolutionary AI-Powered Trading Indicator with Adaptive Learning Transform your trading with cutting-edge machine learning technology that automatically optimizes indicator weights based on real market performance! 🎯 What Makes This Indicator Special? This isn't just another composite indicator. It's an intelligent trading system that learns from market data and continuously adapts to improve signal accuracy. Unlike static indicators with fixed weights, this AI-powered tool dynamically adjusts the importance of each technical indicator based on their actual prediction success rates. ⚡ Key Features 🤖 Adaptive Machine Learning Engine Automatically tracks prediction accuracy for each indicator Dynamically adjusts weights based on performance Continuous learning and adaptation to market conditions Configurable learning parameters for fine-tuning 📊 Multi-Indicator Fusion SuperTrend: Trend direction and momentum Moving Averages: Price trend confirmation (SMA/EMA/WMA/RMA) VWAP: Volume-weighted price levels Linear Regression: Mathematical trend analysis 🎯 Intelligent Signal Generation Strong Buy/Buy/Sell/Strong Sell signals Configurable threshold levels Signal smoothing to reduce noise Smart signal timing to avoid repetitive alerts 📈 Performance Analytics Dashboard Real-time accuracy tracking for each indicator Weight distribution visualization ML vs. Equal weights comparison Learning progress monitoring 🚀 How It Works 1. Data Collection Phase The indicator continuously monitors the performance of each technical component, storing predictions and actual market outcomes. 2. Learning Phase Using configurable learning periods (20-500 bars), the ML engine calculates accuracy rates for each indicator's predictions. 3. Weight Optimization Based on performance data, the system automatically adjusts weights using a configurable learning rate, ensuring better-performing indicators have more influence. 4. Signal Generation The optimized composite signal triggers buy/sell alerts when crossing predefined thresholds, with visual signals and background coloring. ⚙️ Customization Options Machine Learning Parameters Learning Period: 20-500 bars (default: 100) Prediction Horizon: 1-20 bars (default: 5) Learning Rate: 0.01-1.0 (default: 0.1) Minimum Weight: Prevents any indicator from becoming irrelevant Performance Smoothing: Reduces noise in accuracy calculations Traditional Settings SuperTrend: Period and multiplier adjustment Moving Average: Type selection and length VWAP: Source customization Linear Regression: Length and source options Signal Configuration Threshold Levels: Customizable buy/sell trigger points Signal Smoothing: Reduces false signals Manual Override: Option to use fixed weights instead of ML 📱 Visual Features Signal Line Display Dynamic color coding based on signal strength Threshold level lines for clear entry/exit points Background coloring for quick market sentiment assessment Performance Table Real-time accuracy metrics for each indicator Current weight distribution showing ML optimization Performance comparison between ML and equal weights Learning progress indicator Signal Shapes 🚀 Strong Buy: Large green triangle with text 📈 Buy: Standard green triangle 📉 Sell: Standard red triangle 💥 Strong Sell: Large red triangle with text 🎓 Best Practices & Usage Tips For Beginners Start with default ML settings Allow 100+ bars for proper learning Focus on Strong Buy/Sell signals initially Monitor the performance table to understand ML adaptation For Advanced Traders Adjust learning rate based on market volatility Customize prediction horizon for your trading timeframe Fine-tune threshold levels for your risk tolerance Combine with additional confirmation indicators Recommended Settings by Timeframe Scalping (1m-5m): Learning Period: 50, Prediction Horizon: 3 Day Trading (15m-1h): Learning Period: 100, Prediction Horizon: 5 Swing Trading (4h-1D): Learning Period: 200, Prediction Horizon: 10 🔔 Alert System Set up comprehensive alerts for: Strong Buy/Sell signals with maximum consensus Regular Buy/Sell signals for standard entries Custom message templates with price and signal strength Email, SMS, and webhook compatibility ⚠️ Important Notes Learning Period: Allow sufficient data for ML optimization (minimum 50 bars recommended) Market Conditions: Performance may vary during high volatility or trending vs. ranging markets Backtesting: Test thoroughly on historical data before live trading Risk Management: Always use proper position sizing and stop losses 🏆 Why Choose This Indicator? ✅ Adaptive Intelligence: Unlike static indicators, this tool evolves with market conditions ✅ Transparent Performance: See exactly how well each component is performing ✅ Comprehensive Analytics: Make informed decisions with detailed performance metrics ✅ Professional Grade: Developed by experienced traders for serious market participants ✅ Continuous Innovation: Regular updates and improvements based on user feedback 📊 Performance Tracking The indicator provides unprecedented transparency into its decision-making process: Individual indicator accuracy rates Weight evolution over time Improvement metrics vs. baseline Learning curve visualization Transform your trading with the power of adaptive machine learning. Let the market data guide your strategy optimization automatically! Tags: Machine Learning, AI Trading, Composite Signal, Multi-Indicator, Adaptive Algorithm, Signal Generation, Trading Automation, Technical Analysis Category: Trend Following, Oscillators, Signal Generators
Pine Script® indicator
by QuantCreative
351
BNF 25/50 MA Pullback Screener (Uptrend-Below / Downtrend-Above)Buy candidates: stocks in an uptrend (25MA > 50MA, optional rising slopes) that are currently pulled back below the MAs. • Sell/short candidates: stocks in a downtrend (25MA < 50MA, optional falling slopes) that are currently pushed above the MAs. It plots the MAs, paints the background for trend context, drops signals on the chart, shows a status panel, and exposes alert conditions so you can screen your watchlist via alerts.
Pine Script® indicator
by jackson_g_sheehan
RSI ROC Signals with Price Action# RSI ROC Signals with Price Action ## Overview The RSI ROC (Rate of Change) Signals indicator is an advanced momentum-based trading system that combines RSI velocity analysis with price action confirmation to generate high-probability buy and sell signals. This indicator goes beyond traditional RSI analysis by measuring the speed of RSI changes and requiring price confirmation before triggering signals. ## Core Concept: RSI Rate of Change (ROC) ### What is RSI ROC? RSI ROC measures the **velocity** or **acceleration** of the RSI indicator, providing insights into momentum shifts before they become apparent in traditional RSI readings. **Formula**: `RSI ROC = ((Current RSI - Previous RSI) / Previous RSI) × 100` ### Why RSI ROC is Superior to Standard RSI: 1. **Early Momentum Detection**: Identifies momentum shifts before RSI reaches traditional overbought/oversold levels 2. **Velocity Analysis**: Measures the speed of momentum changes, not just absolute levels 3. **Reduced False Signals**: Filters out weak momentum moves that don't sustain 4. **Dynamic Thresholds**: Adapts to market volatility rather than using fixed RSI levels 5. **Leading Indicator**: Provides earlier signals compared to traditional RSI crossovers ## Signal Generation Logic ### 🟢 Buy Signal Process (3-Stage System): #### Stage 1: Trigger Activation - **RSI ROC** > threshold (default 7%) - RSI accelerating upward - **Price ROC** > 0 - Price moving higher - Records the **trigger high** (highest point during trigger) #### Stage 2: Invalidation Check - Signal invalidated if **RSI ROC** drops below negative threshold - Prevents false signals during momentum reversals #### Stage 3: Confirmation - **Price breaks above trigger high** - Price action confirmation - **Current candle is green** (close > open) - Bullish price action - **State alternation** - Ensures no consecutive duplicate signals ### 🔴 Sell Signal Process (3-Stage System): #### Stage 1: Trigger Activation - **RSI ROC** < negative threshold (default -7%) - RSI accelerating downward - **Price ROC** < 0 - Price moving lower - Records the **trigger low** (lowest point during trigger) #### Stage 2: Invalidation Check - Signal invalidated if **RSI ROC** rises above positive threshold - Prevents false signals during momentum reversals #### Stage 3: Confirmation - **Price breaks below trigger low** - Price action confirmation - **Current candle is red** (close < open) - Bearish price action - **State alternation** - Ensures no consecutive duplicate signals ## Key Features ### 🎯 **Smart Signal Management** - **State Alternation**: Prevents signal clustering by alternating between buy/sell states - **Trigger Invalidation**: Automatically cancels weak signals that lose momentum - **Price Confirmation**: Requires actual price breakouts, not just momentum shifts - **No Repainting**: Signals are confirmed and won't disappear or change ### ⚙️ **Customizable Parameters** #### **RSI Length (Default: 14)** - Standard RSI calculation period - Shorter periods = more sensitive to price changes - Longer periods = smoother, less noisy signals #### **Lookback Period (Default: 1)** - Period for ROC calculations - 1 = compares to previous bar (most responsive) - Higher values = smoother momentum detection #### **RSI ROC Threshold (Default: 7%)** - Minimum RSI velocity required for signal trigger - Lower values = more signals, potentially more noise - Higher values = fewer but higher-quality signals ### 📊 **Visual Signals** - **Green Arrow Up**: Buy signal below price bar - **Red Arrow Down**: Sell signal above price bar - **Clean Chart**: No additional lines or oscillators cluttering the view - **Size Options**: Customizable arrow sizes for visibility preferences ## Advantages Over Traditional Indicators ### vs. Standard RSI: ✅ **Earlier Signals**: Detects momentum changes before RSI reaches extremes ✅ **Dynamic Thresholds**: Adapts to market conditions vs. fixed 30/70 levels ✅ **Velocity Focus**: Measures momentum speed, not just position ✅ **Better Timing**: Combines momentum with price action confirmation ### vs. Moving Average Crossovers: ✅ **Leading vs. Lagging**: RSI ROC is forward-looking vs. backward-looking MAs ✅ **Volatility Adaptive**: Automatically adjusts to market volatility ✅ **Fewer Whipsaws**: Built-in invalidation logic reduces false signals ✅ **Momentum Focus**: Captures acceleration, not just direction changes ### vs. MACD: ✅ **Price-Normalized**: RSI ROC works consistently across different price ranges ✅ **Simpler Logic**: Clear trigger/confirmation process vs. complex crossovers ✅ **Built-in Filters**: Automatic signal quality control ✅ **State Management**: Prevents over-trading through alternation logic ## Trading Applications ### 📈 **Trend Following** - Use in trending markets to catch momentum continuations - Combine with trend filters for directional bias - Excellent for breakout strategies ### 🔄 **Swing Trading** - Ideal timeframes: 4H, Daily, Weekly - Captures major momentum shifts - Perfect for position entries/exits ### ⚡ **Scalping (Advanced Users)** - Lower timeframes: 1m, 5m, 15m - Reduce threshold for more frequent signals - Combine with volume confirmation ### 🎯 **Momentum Strategies** - Perfect for momentum-based trading systems - Identifies acceleration phases in trends - Complements breakout and continuation patterns ## Optimization Guidelines ### **Conservative Settings (Lower Risk)** - RSI Length: 21 - ROC Threshold: 10% - Lookback: 2 ### **Standard Settings (Balanced)** - RSI Length: 14 (default) - ROC Threshold: 7% (default) - Lookback: 1 (default) ### **Aggressive Settings (Higher Frequency)** - RSI Length: 7 - ROC Threshold: 5% - Lookback: 1 ## Best Practices ### 🎯 **Entry Strategy** 1. Wait for signal arrow confirmation 2. Consider market context (trend, support/resistance) 3. Use proper position sizing based on volatility 4. Set stop-loss below/above trigger levels ### 🛡️ **Risk Management** 1. **Stop Loss**: Place beyond trigger high/low levels 2. **Position Sizing**: Use 1-2% risk per trade 3. **Market Context**: Avoid counter-trend signals in strong trends 4. **Time Filters**: Consider avoiding signals near major news events ### 📊 **Backtesting Recommendations** 1. Test on multiple timeframes and instruments 2. Analyze win rate vs. average win/loss ratio 3. Consider transaction costs in backtesting 4. Optimize threshold values for different market conditions ## Technical Specifications - **Pine Script Version**: v6 - **Signal Type**: Non-repainting, confirmed signals - **Calculation Basis**: RSI velocity with price action confirmation - **Update Frequency**: Real-time on bar close - **Memory Management**: Efficient state tracking with minimal resource usage ## Ideal For: - **Momentum Traders**: Captures acceleration phases - **Swing Traders**: Medium-term position entries/exits - **Breakout Traders**: Confirms momentum behind breakouts - **System Traders**: Mechanical signal generation with clear rules This indicator represents a significant evolution in momentum analysis, combining the reliability of RSI with the precision of rate-of-change analysis and the confirmation of price action. It's designed for traders who want sophisticated momentum detection with built-in quality controls.
Pine Script® indicator
by padavans