开始

指标和策略

Relative Strength index 2xRelative Strength Index 2× The RSI*2 by AZly is an advanced dual-RSI indicator that allows traders to analyze momentum from two distinct perspectives — short-term and medium-term — on a single chart. It combines RSI precision with multi-timeframe flexibility, giving a clear view of both immediate and underlying momentum trends. ⚙️ How It Works This indicator calculates and plots two fully independent RSI lines, each with customizable settings: RSI 1 (Main RSI) : Captures medium-term momentum, ideal for trend and context. RSI 2 (Fast RSI) : Reacts quickly to short-term moves, identifying overbought and oversold conditions. Both RSIs include: Custom timeframe, source, and smoothing method (SMA, EMA, WMA, VWMA, HMA, SMMA). Gradient zones to visualize momentum strength and reversals. Adjustable levels and colors for clear chart presentation. 📘 Andrew Cardwell Zones (RSI 1) RSI 1 uses Andrew Cardwell’s “range rules” to distinguish bullish and bearish momentum phases: Bullish Range: RSI holds between 40–80, finding support around 40–45. Bearish Range: RSI stays between 20–60, with rallies capped near 55–60. A breakout from one range into another often signals a trend phase transition — marking potential trend beginnings or endings. ⚡ Overbought/Oversold Zones (RSI 2) RSI 2 is designed for fast reactions and reversal detection: 95–100: Extreme overbought zone — potential exhaustion and short setup. 5–0: Extreme oversold zone — potential exhaustion and long setup. Crossing these levels highlights short-term momentum exhaustion , often preceding pullbacks or strong price reversals. 💡 Why It’s Better Compared to traditional RSI indicators, this version provides superior control and insight: Dual independent RSIs with separate timeframes and smoothing. Cardwell-style range recognition for better context of trend strength. Extreme bands for fast RSI 2 to time entries with precision. Dynamic gradient zones for intuitive visual interpretation. Multi-timeframe flexibility that adapts to any trading style. 🎯 Trading Concepts Trend Confirmation: RSI 1 above 50 (bullish range) confirms uptrend bias; below 50 (bearish range) confirms downtrend. Reversal Setup: RSI 2 hitting extreme zones (above 95 or below 5) while RSI 1 stays steady often signals exhaustion and reversal setups. Divergence Confirmation: When RSI 2 diverges from price and RSI 1 supports the direction, it strengthens reversal probability. Range Transition: A shift in RSI 1’s range (from bearish to bullish or vice versa) confirms a major change in market structure. 🕒 Trade Timing (Entry Ideas) Timing is one of the indicator’s strongest features. Wait for RSI 2 to reach an extreme zone (above 95 or below 5). Then confirm the direction with RSI 1 — trades are most effective when RSI 1’s range aligns with the anticipated move. Buy Setup: RSI 1 in bullish range + RSI 2 rebounds upward from the 5 zone. Sell Setup: RSI 1 in bearish range + RSI 2 turns down from the 95 zone. Best Timing: Enter when RSI 2 crosses back inside the 10–90 range in the same direction as RSI 1’s trend. This captures momentum just as it resumes — avoiding early or late entries. 🔷 M & W Patterns (RSI 2) RSI 2 also reveals short-term exhaustion structures: “ M ” Formation: Two RSI peaks near 95–100 — bearish reversal setup. “ W ” Formation: Two RSI troughs near 0–5 — bullish reversal setup. These shapes often appear before price reversals, offering early momentum clues. ⚠️ Important Trading Guidance It is strongly recommended not to trade against the prevailing trend or attempt to pick exact tops or bottoms. The indicator works best when used in alignment with trend direction. Counter-trend entries carry higher risk and lower probability. 📊 Recommended Use Ideal for momentum traders, scalpers, and multi-timeframe analysts seeking precise timing and context. Works on all markets — forex, crypto, stocks, indexes, and commodities.
Pine Script®指标
由YunakAZly提供
SPX Option Wedge Breakout v1.5a (Dual + Micro) # SPX Option Wedge Breakout (Dual + Micro) — by Miguel Licero What it does This indicator is designed to catch fast, 3–5-bar momentum bursts in **SPX options (OPRA)** or the underlying (SPX/ES). It combines two detection engines: 1. Wedge Breakout Engine Locates *falling-wedge* compression using recent swing pivots and verifies statistical tightness (channel width vs. ATR). Confirms breakout when price closes above the wedge’s upper guide **and** above **EMA-21**, with optional **VWAP** confluence and volume expansion. 2. Micro-Breakout Engine (sub-VWAP thrusts) Triggers when **EMA-9 crosses above EMA-21** and price **breaks the prior N-bar high (BOS)** with volume expansion. Specifically handles rallies that start **below VWAP**, requiring sufficient “room to VWAP” measured as a fraction of ATR. This indicador provides a state machine overlay and a dashboard . Consider the following states: IDLE – no setup WATCH – valid compression + preconditions (OBV positive, RSI build zone, tightness) TRIGGER-A – breakout *above VWAP* (Strict mode) TRIGGER-B/Micro – Under VWAP thrust with room to VWAP or Micro-Breakout (Flexible mode - this is the most common case for SPX options) Why I believe it works In my observation i've found short, violent option moves often occur when: (1) liquidity compresses then releases (wedge), or (2) micro momentum flips under VWAP and snaps to VWAP/EMA-50 (delta + IV expansion). The indicator surfaces these two structures with clear, tradeable signals. --- Inputs (key parameters) EMAs : 9 / 21 / 50 / 200 (trend/micro-momentum and magnets/targets) VWAP: optional intraday confluence and distance metric Wedge: pivot widths (`left/right`), `tightK` (channel width vs ATR), `atrLen` Volume/OBV/RSI: `volLen`, `volBoost` (volume expansion factor), `obvLen` (slope via linreg), `rsiLen` VWAP Mode: Strict – breakout must be above VWAP (TRIGGER-A) Flexible – allows under VWAP breakouts if there’s room to VWAP (`minVWAPDistATR`) or a Micro-Breakout Micro-Breakout: `useMicro`, `bosLen` (BOS lookback), `minRSIMicro` Impulse Bars Target: time-based exit helper (e.g., like 3 or 5 candles) --- Plots & UI Overlay: EMA-9/21/50/200, VWAP, wedge guides, **TRIGGER** marker Background color: state shading (IDLE / WATCH / TRIGGER) Dashboard (table, top-right): State, VWAP mode, distances to VWAP/EMA-50/EMA-200, EMA-stack (9 vs 21), OBV slope sign, RSI zone, Tightness flag, Impulse counter, Micro status (9>21 / +BOS) --- Alerts Consider these status when you see them: WATCH (there is wedge ready) – compression + preconditions met (prepare the order) TRIGGER-A (price going above VWAP) – Strict breakout confirmation TRIGGER-B/Micro – Flexible breakout (price under VWAP with room to go up to VWAP, EMA 200, -OB, resistance line, etc) or Micro-Breakout --- Recommended Use Timeframes: 1-minute for execution, 5-minute for context. Symbols : OPRA SPX options (0-DTE/1-DTE) or SPX/ES for confirmation. Sessions: Intraday with visible session (VWAP requires intraday data). Suggested presets (for options): `VWAP Mode = Flexible` `minVWAPDistATR = 0.7` (room to VWAP) `tightK = 1.0–1.2` (compression sensitivity) `volBoost = 1.2` (raise to 1.3–1.4 if noisy) `obvLen = 14–20` (14 = more reactive) `Impulse Bars = 5` High-probability windows (ET): 11:45–12:45, 13:45–15:15, 15:00–15:45. --- Notes & Limitations Designed to surface setups , not to replace discretion. Combine with your risk plan. VWAP “room” is statistical; on news/latency spikes, distances may be crossed in one bar. Works on underlyings too, but option % moves are what this study targets. It's not guaranteed to work 100% of the times. Trade responsibly. ---
Pine Script®指标
由mlicero提供
MILLION MEN — Smart ZonesMILLION MEN — Smart Zones What it is A smart, structure-based Support/Resistance indicator that automatically anchors dynamic Smart Zones from the latest confirmed swing high and low. It identifies two adaptive regions — the Premium Zone near swing highs and the Discount Zone near swing lows — with an optional 50% equilibrium line for balanced price analysis. How it works (high-level) Confirmed swings: Uses ta.pivothigh and ta.pivotlow with adaptive or manual lookback. Smart pairing: When both recent pivots are confirmed, the script anchors a new pair and builds zones based on that range. Dynamic zones: Discount Zone: Bottom portion of the range (e.g., 25%). Premium Zone: Top portion of the range. Midline: Optional 50% equilibrium; can extend right. Lifecycle control: Zones auto-update as new highs/lows appear. Option to re-anchor when a new swing pair forms. Option to auto-expire after a set number of bars for clean charts. Color scheme: Green = Discount Zone Fuchsia = Premium Zone Gray = Midline How to use Works well on 5m–1H for intraday, or 4H–1D for swing. Use the Discount Zone for long bias setups and the Premium Zone for short bias confirmations. Combine with your preferred momentum, VWAP, or volume tools for confluence. Adjust Zone Depth % and Auto-expire depending on your timeframe. Originality & value Unlike static S/R indicators, Smart Zones evolve with price structure — re-anchoring on new swing formations while maintaining clarity and balance. Its confirmed-pivot logic avoids repainting and produces professional, non-cluttered charts for precision trading. Limitations & transparency Pivots confirm with delay equal to pivot length; this prevents repaint. Results differ by asset and volatility regime. Non-standard chart types (Heikin-Ashi, Renko, Range) are not supported. This script provides analytical guidance, not financial advice.
Pine Script®指标
由MILLION_MEN提供
RSI Price Sensitivity v3 [Quant-Stable]The RSI Price Sensitivity v3 indicator measures how efficiently and consistently price responds to RSI movement — revealing when RSI momentum actually matters, and when it’s just noise. It’s designed as a quant-grade analytical tool combining RSI, ADX, volatility, regression, and correlation logic to form a single normalized “sensitivity” score. Core Concept Traditional RSI often moves without price follow-through. This indicator quantifies the strength of the connection between RSI and price, dynamically adapting to volatility and trend context. It blends: 📊 RSI-Price Correlation: Statistical relationship between RSI momentum and price momentum. ⚙️ Efficiency Ratio: Measures how direct and smooth the RSI-price relationship is (noise filtering). 📈 Regression Confidence: Tests whether price moves are statistically aligned with RSI structure. 💡 Momentum Alignment: Checks directional agreement between RSI trend and price trend, weighted by ADX. All components are dynamically normalized and weighted into one composite sensitivity score.
Pine Script®指标
由WSR1提供
ZTCRYPTOLAB - SMRT PRICE ACTION • Overlay • Multi-tool Price Action suite A compact, all-in-one price-action assistant that fuses signal generation, dynamic TP/SL visualization, market-structure mapping (internal & external), tight volumetric order blocks with metrics, HTF fair value gaps, MTF previous highs/lows with equilibrium, optional candle/bar coloring. What it does Signal Engine (AI FIlter) Triggers by Flip (trend reversal). Signal tiers: Normal vs Strong (strong = alignment with 200-EMA). Optional bar coloring and marker style (triangles or labels). Dynamic TP/SL + Floating Position Tool Updating Based of AI Filter On each valid buy/sell, the tool locks entry and builds ATR-based SL/TP1–TP3. Visual profit/risk boxes update each bar; right-side badges show live prices (ENTRY, SL, TP1/2/3). Market Structure: Dual streams: Internal (solid) and External (dashed/“+”). Detects CHoCH, BOS, BoS+ with contextual lines/labels. Liquidity sweeps (optional) mark failed breaks with dotted “x”. Swing labels for HH/HL/LL/LH plus Equilibrium line between last HTF swing H/L (with distance % readout). Tight Volumetric Order Blocks Compact OB zones with Body/Wick/Mid/HL2 bounds; Middle or Absolute mitigation logic. Overlap control (hide vs recent/previous), and auto-cleanup of opposite overlaps. Internal metrics: per-box buy/sell “votes”, cumulative volume, and % of total volume for visible OBs. Right extension configurable. Prev Period H/L (MTF) Prior Day / Week / Month / Year highs & lows with user styles. HTF Fair Value Gaps: Detects HTF FVGs (user TF) without lookahead and projects them to chart TF. Shrink-on-close (keeps remainder) and delete-on-fill behavior. Extension modes: Extend, Cap N Bars, or None. Optional internal “FVG” label with fade control and separate bull/bear styling. Automatic trimming to keep only the N most recent boxes. Inputs (highlights) Signals Signal Mode: All / Normal / Strong TP/SL AI POSITION TOOL Enable, R/R (for SL & TP1–TP3) Show/Hide Position tool if you want Market Structure native. How to use Price and TV Position Tool will display once Trend Reversal is confirmed and will Dynamically show Position and update per bar. Choose signal strictness: Strong confines longs above 200-EMA (shorts below), Normal allows earlier entries. Visual trade planning: Enable Position Tool for instant entry/SL/TP scaffolding sized by RR. Adjust RR Multiplier to match pair/volatility. Read the structure map: Internal stream for near-term intent; External for higher-order breaks. Watch CHoCH → BOS → BoS+ progressions. Work OB + FVG confluence: Tight OBs (with internal buy/sell votes) + HTF FVG remnants often frame high-quality retests. Context with MTF H/L & Equilibrium: Premium/discount zones and midline % distance help avoid chasing. Notes & Tips This tool is non-repainting for plotted confirmations (HTF requests use looka head_off), but any live bar is inherently provisional until close. OB mitigation/invalidations can be set to require close or allow wick touches via mitigation settings. For strictness, combine MA filter + Strong signals and favor entries near OB/FVG confluence in discount (for longs) or premium (for shorts). Disclaimer For educational purposes only. Not financial advice. Past performance does not guarantee future results. Always test on a demo and manage risk.
Pine Script®指标
由ZTCRYPTOLAB提供
Ajay R5.41🔻 Ajay Gold 3H Sell Power Indicator 🔻 Precision-Based Smart Sell System for Gold (XAU/USD) 💡 Overview This indicator is specifically designed for Gold (XAU/USD) and delivers best results on the 3-Hour Timeframe (3H TF). It is a Smart Money Logic-based Sell Confirmation System, combining institutional structure and candle behavior to generate highly accurate bearish signals. ⚙️ Technical Foundation The indicator uses multiple advanced confirmations: 📉 EMA Trend Filter → Confirms downtrend 💪 RSI Overbought Rejection → Momentum reversal signal 📊 MACD Bearish Cross → Confirms trend strength 🕯️ Bearish Candle Structure → Price action validation When all conditions align, a clear 🔻 Sell Signal is plotted on the chart. 💎 Hidden Feature This indicator includes a hidden feature that activates only when the correct market structure forms. It helps reduce false signals and increases accuracy without being visible on the chart — fully automated internal logic. 📆 Recommended Settings Symbol: XAU/USD (Gold) Timeframe: 3-Hour (3H) Market: Forex / Commodity Mode: Sell-Only Confirmation Indicator Performance: Best precision and consistency on 3H TF 📈 How to Use Select XAU/USD on chart and set 3H timeframe. Add the indicator to the chart. Wait for the 🔻 Sell Signal and confirm the market structure after candle close. Take entry according to your risk management. ⚠️ Disclaimer This indicator is for educational and analytical purposes only. No system is 100% accurate — always backtest and demo trade before using in real trading. 💬 Credits Developed by Ajay Sahu (India) Based on Institutional & Smart Money Logic Best results on 3H TF Hidden Algorithm for XAU/USD traders
Pine Script®策略
由Ajay_Janjgir提供
1
Moving Average Ribbon AZlyMoving Average Ribbon AZly The Moving Average Ribbon AZly is a flexible trend-following indicator that visualizes market direction, strength, and transition phases using multiple customizable moving averages. It helps traders instantly identify when short-, medium-, and long-term trends align or diverge. 🔧 How it works Up to six moving averages can be plotted, each with its own: Type (SMA, EMA, SMMA, WMA, VWMA, or HMA) Length, color, and width Custom source input The script also adds adaptive color fills between key pairs: MA1–MA2: short-term momentum MA4–MA5: mid-term bias MA5–MA6: long-term trend Bullish alignment paints green or blue ribbons, while bearish alignment turns them red or pink. The wider the ribbon, the stronger the trend separation. 💡 Why it’s better Unlike typical ribbon indicators, this version offers full per-line customization, adaptive color fills, and a clean, high-contrast design that makes trend shifts instantly recognizable . It’s optimized for clarity, flexibility, and smooth performance on any market or timeframe. 🎯 Trading ideas Trend confirmation: Trade only in the direction of the ribbon (green for long, red for short). Early reversals: Watch for the fastest MAs (MA1–MA2) crossing the mid-term pair (MA4–MA5) as early signals of a trend shift. Momentum compression: When the ribbon narrows or colors alternate rapidly, it signals consolidation or potential breakout zones. Pullback entries: Enter trades when price bounces off the outer ribbon layer in the direction of the dominant trend. Multi-timeframe use: Combine with a higher timeframe ribbon to confirm overall market bias. 📊 Recommended use Works on all markets and timeframes. Ideal for trend-following, swing trading, and visual confirmation of price structure.
Pine Script®指标
由YunakAZly提供
Ajay R5.41🔻 Ajay Gold 3H Power Indicator 🔻 Precision-Based Smart Sell System for Gold (XAU/USD) 💡 Overview This indicator is specifically designed for Gold (XAU/USD) and delivers best results on the 3-Hour Timeframe (3H TF). It is a Smart Money Logic-based Sell Confirmation System, combining institutional structure and candle behavior to generate highly accurate bearish signals. ⚙️ Technical Foundation The indicator uses multiple advanced confirmations: 📉 EMA Trend Filter → Confirms downtrend 💪 RSI Overbought Rejection → Momentum reversal signal 📊 MACD Bearish Cross → Confirms trend strength 🕯️ Bearish Candle Structure → Price action validation When all conditions align, a clear 🔻 Sell Signal is plotted on the chart. 💎 Hidden Feature This indicator includes a hidden feature that activates only when the correct market structure forms. It helps reduce false signals and increases accuracy without being visible on the chart — fully automated internal logic. 📆 Recommended Settings Symbol: XAU/USD (Gold) Timeframe: 3-Hour (3H) Market: Forex / Commodity Mode: Sell-Only Confirmation Indicator Performance: Best precision and consistency on 3H TF 📈 How to Use Select XAU/USD on chart and set 3H timeframe. Add the indicator to the chart. Wait for the 🔻 Sell Signal and confirm the market structure after candle close. Take entry according to your risk management. ⚠️ Disclaimer This indicator is for educational and analytical purposes only. No system is 100% accurate — always backtest and demo trade before using in real trading. 💬 Credits Developed by Ajay Sahu (India) Based on Institutional & Smart Money Logic Best results on 3H TF Hidden Algorithm for XAU/USD traders
Pine Script®策略
由Ajay_Janjgir提供
10
PAS/ML Hybrid Score System Metrics & SignalsThis tool provides trade signal visualization and live performance metrics for the PAS+ML Hybrid framework. It builds on the core " Price Action Strength/Machine Learning Hybrid Score System " indicator and displays actionable entries, exits, and historical trade statistics directly on the chart. Signals: Plots entry (▲) and exit (▼) arrows based on the Hybrid PAS+ML crossover logic, with an optional long-term trend filter for confirmation. Entry arrows occur at candle following the signal (i.e. the next open); exit arrows occur on the same candle, at the close. Metrics are calculated using these prices. Performance Metrics: Displays a live table of cumulative results including total trades, win rate, average realized profit, average maximum profit, and profit after X bars. Results can be viewed in percent or pips. Customization: Adjustable parameters for lookback lengths, smoothing, ML weighting, trend filter type (SMA/EMA), and FX pip display options. Integration: Designed to be used together with the ""Price Action Strength/Machine Learning Hybrid Score System" indicator, which provides the underlying hybrid score and volatility context. Use this metrics version for trade execution analysis and performance tracking. Use Case: Ideal for traders who want to quantify the historical and ongoing effectiveness of PAS+ML hybrid signals. Can assist in refining thresholds, holding periods, and risk-reward calibration.
Pine Script®指标
由ExpertCBCD提供
ULTIMATE Smart Trading Pro 🔥 ## 🇬🇧 ENGLISH ### 📊 The Most Complete All-in-One Trading Indicator **ULTIMATE Smart Trading Pro** combines the best technical analysis tools and Smart Money Concepts into a single powerful and intelligent indicator. Designed for serious traders who want a real edge in the markets. --- ### ✨ KEY FEATURES #### 💰 **SMART MONEY CONCEPTS** - **Order Blocks**: Automatically detects institutional zones where "smart money" enters positions - **Break of Structure (BOS)**: Identifies structure breaks to confirm trend changes - **Liquidity Zones**: Spots equal highs/lows areas where institutions hunt stops - **Market Structure**: Visually displays bullish (green background) or bearish (red background) structure #### 📈 **ADVANCED TECHNICAL INDICATORS** - **RSI with Auto Divergences**: Classic RSI + automatic detection of bullish and bearish divergences - **MACD with Signals**: Identifies bullish and bearish crossovers in real-time - **Dynamic Support & Resistance**: Adaptive zones with intelligent scoring based on volume, multiple touches, and ATR - **Fair Value Gaps (FVG)**: Detects unfilled price gaps (imbalance zones) #### 📐 **AUTOMATIC TOOLS** - **Auto Fibonacci**: Automatically calculates Fibonacci retracement levels on the last major trend - **Pivot Points**: Daily, Weekly, or Monthly pivot points (PP, R1, R2, S1, S2) - **Pattern Finder**: Automatically detects candlestick patterns (Hammer, Shooting Star, Engulfing, Morning/Evening Star) and chart patterns (Double Top/Bottom) --- ### 🎯 HOW TO USE IT #### Quick Setup: 1. **Add the indicator** to your chart 2. **Open Settings** and enable/disable modules as needed 3. **Adjust parameters** for your trading style (scalping, swing, day trading) #### Optimal Trading Setup: 🔥 **ULTRA STRONG Signal** when you have: - An institutional **Order Block** - Aligned with a **Support/Resistance** tested 3+ times - An unfilled **FVG** nearby - An **RSI divergence** confirming the reversal - On a key **Fibonacci** level (50%, 61.8%, or 78.6%) - Favorable market structure (green background for buys, red for sells) --- ### 💡 UNIQUE ADVANTAGES ✅ **Adaptive Intelligence**: Automatically adjusts to market volatility (ATR) ✅ **Volume Filters**: Validates important levels with volume confirmation ✅ **Multi-Timeframe Ready**: Works on all timeframes (1m to 1M) ✅ **Complete Alerts**: Notifications for all important signals ✅ **Clear Interface**: Emojis and colored labels for quick identification ✅ **Intelligent Scoring**: Levels ranked by importance (🔴🔴🔴 = very strong) ✅ **100% Customizable**: Enable only what you need --- ### 🎨 SYMBOL LEGEND **Smart Money:** - 🟢 OB = Bullish Order Block - 🔴 OB = Bearish Order Block - BOS ↑/↓ = Break of Structure - 💧 LIQ = Liquidity Zone **Candlestick Patterns:** - 🔨 = Hammer (bullish signal) - ⭐ = Shooting Star (bearish signal) - 📈 = Bullish Engulfing - 📉 = Bearish Engulfing - 🌅 = Morning Star (bullish reversal) - 🌆 = Evening Star (bearish reversal) **Indicators:** - 🚀 MACD ↑ = Bullish crossover - 📉 MACD ↓ = Bearish crossover - ⚠️ DIV = Bearish RSI divergence - ✅ DIV = Bullish RSI divergence **Support & Resistance:** - 🟢/🔴 S1, R1 = Support/Resistance - 🟢🟢🟢/🔴🔴🔴 = VERY strong level (3+ touches) - (×N) = Number of times touched --- ### ⚙️ RECOMMENDED SETTINGS **For Scalping (1m - 5m):** - SR Lookback: 15 - Structure Strength: 3 - RSI: 14 - Volume Filter: ON **For Day Trading (15m - 1H):** - SR Lookback: 20 - Structure Strength: 5 - RSI: 14 - All filters: ON **For Swing Trading (4H - Daily):** - SR Lookback: 30 - Structure Strength: 7 - Pattern Lookback: 100 - Fibonacci: ON --- ### 🚨 DISCLAIMER This indicator is a decision support tool. It does not guarantee profits and does not constitute financial advice. Always test on a demo account before real use. Trading involves significant risks. --- ## 📞 SUPPORT & UPDATES For questions, suggestions, or bug reports, please comment below or contact the author. **Version:** 1.0 **Last Updated:** October 2025 **Compatible:** TradingView Pine Script v6 --- ### 🌟 If you find this indicator useful, please give it a 👍 and share it with other traders! **Happy Trading! 🚀📈**
Pine Script®指标
由GreyBoxBot提供
1
Price Action Strength/Machine Learning Hybrid Score SystemThis indicator combines Price Action Strength (PAS) with a Machine Learning (ML) derived signal to form a dynamic hybrid momentum model. It helps visualize underlying trend quality and predictive strength, and includes optional Bollinger Bands for volatility context. PAS (Price Action Strength): Measures directional momentum using the slope of a linear regression and candle body bias. The slope can be normalized by ATR or price and is smoothed using EMAs for stability. ML Score: Computes a predictive signal using multiple technical features (such as distance from recent highs/lows, EMA change, SMA slope, and MACD histogram). The result is z-scored and smoothed via WMA for noise reduction. Hybrid Score: Dynamically weights PAS and ML signals. PAS dominates when ML confidence is low; ML influence increases as predictive strength rises. Produces a smooth, normalized hybrid curve oscillating around zero. Bollinger Bands (optional): Can be plotted on the ML smooth line, PAS normalized line, or Hybrid Score (selectable). Configurable length and multiplier to visualize volatility and overbought/oversold zones. Visualization: - PAS (blue), ML (orange), and Hybrid (aqua) plotted together. - Background shading indicates bullish (green) or bearish (red) hybrid momentum. - Optional Bollinger Bands for visual reference. Inputs: - PAS length, smoothing, and signal EMA - ATR normalization toggle - ML toggle, smoothing, and weighting scale - Bollinger Bands toggle, source, length, and multiplier Usage: - Hybrid Score above zero suggests bullish momentum - Hybrid Score below zero suggests bearish momentum - Bollinger Band extremes can highlight potential turning points - Better results on higher timeframes (i.e. 1H+) Companion Indicator: This indicator pairs with "PAS/ML Hybrid Score System Metrics & Signals " , a separate tool that displays trade signals and performance metrics directly on the price chart. Use both together for a full analytical workflow.
Pine Script®指标
由ExpertCBCD提供
US Opening 5-Minute Candle HighlighterUS Opening 5-Minute Candle Highlighter — True RVOL (Two-Tier + Label) What it does (in plain English) This indicator finds the first 5-minute bar of the US cash session (09:30–09:35 ET) and highlights it when the candle has the specific “strong open” look you want: Opens near the low of its own range, and Closes near the high of its own range, and Has a decisive real body (not a wick-y doji), and (Optionally) is a green candle, and Meets a TRUE opening-bar RVOL filter (compares today’s 09:30–09:35 volume only to prior sessions’ 09:30–09:35 volumes). You get two visual intensities based on opening RVOL: Tier-1 (≥ threshold 1, default 1.0×) → light green highlight + lime arrow Tier-2 (≥ threshold 2, default 1.5×) → darker green highlight + green arrow An RVOL label (e.g., RVOL 1.84x) can be shown above or below the opening bar. Designed for 5-minute charts. On other timeframes the “opening bar” will be the bar that starts at 09:30 on that timeframe (e.g., 15-minute 09:30–09:45). For best results keep the chart on 5m. How the pattern is defined For the opening 5-minute bar, we compute: Range = high − low Body = |close − open| Then we measure where the open and close sit within the bar’s own range on a 0→1 scale: 0 means exactly at the low 1 means exactly at the high Using two quantiles: Open ≤ position in range (0–1) (default 0.20) Example: 0.20 means “open must be in the lowest 20% of the bar’s range.” Close ≥ position in range (0–1) (default 0.80) Example: 0.80 means “close must be in the top 20% of the bar’s range.” This keeps the logic range-normalized so it adapts across different tickers and vol regimes (you’re not using fixed cents or % of price). Body ≥ fraction of range (0–1) (default 0.55) Requires the real body to be at least that fraction of the total range. 0.55 = body fills ≥ 55% of the candle. Purpose: filter out indecisive, wick-heavy bars. Raise to 0.7–0.8 for only the fattest thrusts; lower to 0.3–0.4 to admit more bars. Require green candle? (default ON) If ON, close > open must be true. Turn OFF if you also want to catch strong red opens for shorts. Minimum range (ticks) Ignore tiny, illiquid opens: e.g., set to 2–5 ticks to suppress micro bars. TRUE Opening-Bar RVOL (why it’s “true”) Most “RVOL” compares against any recent bars, which isn’t fair at the open. This indicator calculates only against prior opening bars: At 09:30–09:35 ET, take today’s opening 5-minute volume. Compare it to the average of the last N sessions’ opening 5-minute volumes. RVOL = today_open_volume / average_prior_open_volumes. So: 1.0× = equal to average prior opens. 1.5× = 150% of average prior opens. 2.0× = double the typical opening participation. A minimum prior samples guard (default 10) ensures you don’t judge with too little history. Until enough samples exist, the RVOL gate won’t pass (you can disable RVOL temporarily if needed). Visuals & tiers Light green highlight + lime arrow → price filters pass and RVOL ≥ Tier-1 (default 1.0×) Dark green highlight + green arrow → price filters pass and RVOL ≥ Tier-2 (default 1.5×) Optional bar paint in matching green tones for extra visibility. Optional RVOL label (e.g., RVOL 1.84x) above or below the opening bar. You can show the label only when the candle qualifies, or on every open. Inputs (step-by-step) Price-action filters Open ≤ position in range (0–1): default 0.20. Smaller = stricter (must open nearer the low). Close ≥ position in range (0–1): default 0.80. Larger = stricter (must close nearer the high). Body ≥ fraction of range (0–1): default 0.55. Raise to demand a “fatter” body. Require green candle?: default ON. Turn OFF to also mark bearish thrusts. Minimum range (ticks): default 0. Set to 2–5 for liquid mid/large caps. Time settings Timezone: default America/New_York. Leave as is for US equities. Start hour / minute: defaults 09:30. The bar that starts at this time is evaluated. TRUE Opening-Bar RVOL (two-tier) Require TRUE opening-bar RVOL?: ON = must pass Tier-1 to highlight; OFF = price filters alone can highlight (still shows Tier-2 when hit). RVOL lookback (prior opens count): default 20. How many prior openings to average. Min prior opens required: default 10. Warm-up guard. Tier-1 RVOL threshold (× avg): default 1.00× (light green). Tier-2 RVOL threshold (× avg): default 1.50× (dark green). Display Also paint candle body?: OFF by default. Turn ON for instant visibility on a chart wall. Arrow size: tiny/small/normal/large. Light/Dark opacity: tune highlight strength. Show RVOL label?: ON/OFF. Show label only when candle qualifies?: ON by default; OFF to see RVOL every open. Label position: Above candle or Below candle. Label size: tiny/small/normal/large. How to use (quick start) Apply to a 5-minute chart. Keep defaults: Open ≤ 0.20, Close ≥ 0.80, Body ≥ 0.55, Require green ON. Turn RVOL required ON, with Tier-1 = 1.0×, Tier-2 = 1.5×, Lookback = 20, Min prior = 10. Optional: enable Paint bar and set Arrow size = large for monitor-wall visibility. Optional: show RVOL label below the bar to keep wicks clean. Interpretation: Dark green = A+ opening thrust with strong participation (≥ Tier-2). Light green = Valid opening thrust with at least average participation (≥ Tier-1). No highlight = one or more filters failed (quantiles, body, green, range, or RVOL if required). Alerts Two alert conditions are included: Opening 5m Match — Tier-2 RVOL → fires when the opening candle passes price filters and RVOL ≥ Tier-2. Opening 5m Match — Tier-1 RVOL → fires when the opening candle passes price filters and RVOL ≥ Tier-1 (but < Tier-2). Recommended alert settings Condition: choose the script + desired tier. Options: Once Per Bar Close (you want the confirmed 09:30–09:35 bar). Set your watchlist to symbols of interest (themes/sectors) and let the alerts pull you to the right charts. Recommended starting values Quantiles: Open ≤ 0.20, Close ≥ 0.80 Body fraction: 0.55 Require green: ON RVOL: Required ON, Tier-1 = 1.0×, Tier-2 = 1.5×, Lookback 20, Min prior 10 Display: Paint bar ON, Arrow large, Label ON, Below candle Tune tighter for A-plus selectivity: Open ≤ 0.15, Close ≥ 0.85, Body ≥ 0.65, Tier-2 2.0×. Notes, tips & limitations 5-minute timeframe is the intended use. On higher TFs, the 09:30 bar spans more than 5 minutes; geometry may not reflect the first 5 minutes alone. RTH only: The opening detection looks at the clock (09:30 ET). Pre-market bars are ignored for the signal and for RVOL history. Warm-up period: Until you have Min prior opens required samples, the RVOL gate won’t pass. You can temporarily toggle RVOL off. DST & timezone: Leave timezone on America/New_York for US equities. If you trade non-US exchanges, set the appropriate TZ and opening time. Illiquid tickers: Use Minimum range (ticks) and require RVOL to reduce noise. No strategy orders: This is a visual/alert tool. Combine with your execution and risk plan. Why this is useful on multi-monitor setups Instant pattern recognition: the two-shade green makes A vs A+ opens pop at a glance. Adaptive thresholds: quantiles & body are within-bar, so it works across $5 and $500 names. Fair volume test: TRUE opening RVOL avoids comparing to pre-market or midday bars. Optional labels: glanceable RVOL x-value helps triage the strongest themes quickly.
Pine Script®指标
由JackCorsellis提供
4
Gho$t EMA CloudSimple 9/14EMA With Cloud system. Ghost EMA Cloud is a clean, minimal trend-tracking indicator designed to visualize short-term momentum shifts. It plots the 9-EMA (gray) and 14-EMA (white) while shading the area between them with dynamic cloud colors — green when momentum turns bullish, red when it weakens. The smooth cloud instantly highlights crossovers that often precede breakout or reversal moves. Optional 5-EMA and 12-EMA layers can be toggled on for extra precision without cluttering the chart. Ideal for intraday and swing traders, Ghost EMA Cloud helps you confirm entries, spot trend continuations, and time exits with clear visual simplicity and speed.
Pine Script®指标
由Ghostmlt提供
NeuroZgThis indicator visually displays Gamma Push (support) and Gamma Resistance zones using colored rectangles. It helps traders identify areas where market makers may apply directional pressure or absorb volatility based on options exposure. Settings: - ZE1–ZE3: Gamma Push (support) - ZR1–ZR3: Gamma Resistance - Zone thickness: ±2 - Extension: 50 bars (default) - Customizable colors Note: This script does not calculate gamma automatically. Users must enter their own levels (e.g., from SpotGamma, UnusualWhales, or personal data).
Pine Script®指标
由Neurorandy提供
MACD cross over Buy/SellThis Indicator is purely on buying and selling the Script based on the MACD crossover Signals, which can be used for Scalping and finding the trend of the script for short and long term. When the MACD Line crosses the Signal line upwards, the script will move towards higher, and will move towards Lower when it crosses downwards. It's simple. Particularly, when the MACD line Crosses above the zero line after crossing the Signal line, the momentum will be high. Whereas when the MACD line Crosses below the zero line after crossing the Signal line downward, the momentum of falling will be high.
Pine Script®指标
由shivakumark6提供
1
Volume Bubbles & Liquidity Heatmap 30% + biasLuxAlgo gave us an open script, I just primmed it up with the use of Chat GPT:There is no single magic number (like “delta must be 800”) that will guarantee directional follow-through in every market. But you can make a mathematically rigorous filter that gives you a high-probability test — by normalizing the delta against that market’s typical behavior and requiring multiple confirmations. Below is a compact, actionable algorithm you can implement immediately (in your platform or spreadsheet) plus concrete thresholds and the math behind them. High-IQ rule set (math + trade logic) Use three independent checks. Only take the trade if ALL three pass. 1) Z-score (statistical significance of the delta) Compute rolling mean 𝜇 μ and std dev 𝜎 σ of delta on the same timeframe (e.g. 5m) over a lookback window 𝑊 W (suggest 𝑊 = 50 W=50–200 bars). 𝑍 = delta bar − 𝜇 𝑊 𝜎 𝑊 Z= σ W ​ delta bar ​ −μ W ​ ​ Threshold: require 𝑍 ≥ 2.5 Z≥2.5 (strong) — accept 2.0 for less strict, 3.0 for very rare signals. Why: a Z>=2.5 means this delta is an outlier (~<1% one-sided), not normal noise. 2) Relative Imbalance (strength vs total volume) Compute imbalance ratio: 𝑅 = ∣ delta bar ∣ volume bar R= volume bar ​ ∣delta bar ​ ∣ ​ Threshold: require 𝑅 ≥ 0.25 R≥0.25 (25% of the bar’s volume is one-sided). For scalping you can tighten to 0.30–0.40. Why: a big delta with tiny volume isn’t meaningful; this normalizes to participation. 3) Net follow-through over a confirmation window Look ahead 𝑁 N bars (or check the next bar if you need intrabar speed). Compute cumulative delta and price move: cum_delta 𝑁 = ∑ 𝑖 = 1 𝑁 delta bar + 𝑖 cum_delta N ​ = i=1 ∑ N ​ delta bar+i ​ price_move = close bar + 𝑁 − close bar price_move=close bar+N ​ −close bar ​ Thresholds: require cum_delta 𝑁 cum_delta N ​ has the same sign as the trigger and ∣ cum_delta 𝑁 ∣ ≥ 0.5 × ∣ delta bar ∣ ∣cum_delta N ​ ∣≥0.5×∣delta bar ​ ∣, and price_move price_move exceeds a minimum meaningful tick amount (instrument dependent). For ES / US30 type futures: price move ≥ 5–10 ticks; for forex pairs maybe 10–20 pips? Use ATR 20 20 ​ ×0.05 as a generic minimum. Why: separates immediate absorption (buy delta then sellers soak it) from genuine continuation. Bonus check — Structural context (must be satisfied) Trigger should not occur against a strong structural barrier (VWAP, daily high/low, previous session POC) unless you’re explicitly trading exhaustion/absorption setups. If signal occurs near resistance and price does not clear that resistance within 𝑁 N bars, treat as probable trap. Putting it together — final trade decision Take the long (example): If 𝑍 ≥ 2.5 Z≥2.5 and 𝑅 ≥ 0.25 R≥0.25 and cum_delta_N confirms and no hard resistance above (or you’re willing to trade absorption), then enter. Place stop: under the low of the last 2–3 bars or X ATR (instrument dependent). Initial target: risk:reward 1:1 minimum, scale out at 1.5–2R after confirming further delta. Concrete numeric illustration using your numbers You saw FOL = 456, then sell reaction with ~350 opposite. How to interpret: Suppose your 5-min rolling mean 𝜇 μ = 100 and 𝜎 σ=120 (example): 𝑍 = ( 456 − 100 ) / 120 ≈ 2.97 ⇒ statistically big Z=(456−100)/120≈2.97⇒statistically big So it passes Z. If volume on that bar = 2000 contracts: 𝑅 = 456 / 2000 = 0.228 ⇒ just below 0.25 threshold R=456/2000=0.228⇒just below 0.25 threshold So it fails R (weak participation proportionally), explaining why 456 alone didn’t move price. Seller came back with 350 opposite soon after — check cum_delta_N: cum_delta 𝑛 𝑒 𝑥 𝑡 3 ≈ 456 − 350 = 106  net cum_delta next3 ​ ≈456−350=106 net Net is small relative to the initial spike — not convincing follow-through. Conclusion: despite a big absolute number (456), relative measures and lack of follow-through meant the move failed. That’s exactly why raw numbers alone are unreliable. Advanced refinement (for elite performance) Use rolling median + MAD instead of mean/std if delta distribution is skewed. Scale Z by volume volatility: divide Z by volume bar / volume ‾ volume bar ​ / volume ​ to penalize low-volume bars. Use a signed cumulative delta over micro-windows: compute windowed cumulative delta standardized: 𝑍 cum = ∑ 𝑖 = 0 𝑀 − 1 delta 𝑡 − 𝑖 − 𝑀 𝜇 𝑀 𝜎 Z cum ​ = M ​ σ ∑ i=0 M−1 ​ delta t−i ​ −Mμ ​ and require 𝑍 cum ≥ 3 Z cum ​ ≥3 for very high confidence. Add market-depth / DOM confirmation (if available): require that resting ask size above is less than resting bid size below by a factor (i.e. visible liquidity supports the move). Practical thresholds to start with (tune per instrument) Lookback 𝑊 W: 100 bars (5m → about a trading day) Z threshold: 2.5 Imbalance ratio 𝑅 R: ≥ 0.25 (tighten to 0.30 for scalping) Confirmation window 𝑁 N: next 1–3 bars for intraday scalps; 3–6 bars for short swings Cum delta confirmation: ≥ 0.5 × initial delta and same sign Price move confirmation: ≥ 0.03 × ATR20 (or set absolute ticks per instrument) TL;DR — the single best rule Don’t chase absolute numbers. Use Z-score of delta + delta/volume ratio + real follow-through. If all three align, odds are heavily in your favor. If you want, I can: give you a tiny script (pseudocode or Pine / Python) that computes Z, R, cum_delta_N and flags qualifying bars, or run the calculation on a sample of your recent bars if you paste a small CSV of time, delta, volume, close. Which do you want? (I’ll give code right away.) You said: give me a percentage of difference where we have a high probability ChatGPT said: Thought for 7s Nice — straight to the point. Here’s a concise, practical set of percentage thresholds (and associated confidence estimates) you can use right now to flag a “high probability” delta signal. I’ll give you three tiers (good / strong / elite), explain what each means, show how to compute it, and give a short example using your 456/2000 bar. One-line rule Compute delta percent 𝑃 = ∣ delta ∣ volume × 100 % P= volume ∣delta∣ ​ ×100%. Then require Z-score of delta ≥ 2.5 and P to be at or above the threshold below for the desired confidence tier. Threshold tiers (percent of bar volume) Good (high-probability trade candidate) P ≥ 20–25% Typical success probability (when combined with Z≥2.5 and no hard structural resistance): ~60–70%. Use when you want a steady flow of signals with decent edge. Strong (high confidence) P ≥ 30–35% Typical success probability: ~70–80% (with Z≥2.5 + structural alignment). Fewer signals, higher win-rate. Good default for intraday. Elite (very high probability / low false positives) P ≥ 40–50% Typical success probability: ~80–90% (with Z≥3 and confirmation). Rare signals. Use for meaningful size or when you need maximum certainty. Why percentage matters (short) Absolute delta (456) is meaningless without volume context. A 456 delta on 2,000 volume → P = 456/2000 = 22.8% → sits just below the Good threshold, which matches why it failed: decent but not dominant participation. Additional required checks (don’t skip these) To turn P into a reliable filter, always require: Z-score of the delta ≥ 2.5 (or ≥3 for Elite signals). No immediate structural barrier (VWAP, strong resistance) that would plausibly absorb the order. Follow-through: within next N bars (N = 1–3 for scalps) price moves in the same direction by ≥ 0.03×ATR20 (or instrument-specific tick threshold). If this fails, cut fast. Combine all three and your realized win-rate will approach the probabilities above. Practical quick checklist (to apply each signal) Compute P = |delta|/volume. Is P ≥ 30%? (or your chosen tier) Compute Z = (delta − mean)/std over last 100 bars. Is Z ≥ 2.5? Is price not pinned under a heavy resistance? Enter on next bar close (or intrabar on continuation), stop under last 2-bar low (for longs). If price fails to move ≥ 0.03×ATR20 within 3 bars, exit. Example (your bar) delta = 456, volume = 2000 → P = 22.8% → below Good threshold (25%). Even if Z was high, P failed — explains the failure. You need P ≥ ~30% plus Z≥2.5 to call it a Strong signal. Final notes (instrument & timeframe) These percentages were calibrated for futures/US indices and short intraday bars (1–5m). For FX or low-tick instruments, use absolute ticks + a smaller P threshold (start at 15–20%). Always backtest on the specific instrument/timeframe and tune thresholds. If you want, I’ll generate a tiny script (Python or Pine) that calculates P and Z and flags Good/Strong/Elite signals for your chart history so you can see exact historical hit rates. Which language (Python or Pine)? You said: so if we have 456 g vs 350 r what pct is that in favour of green? ChatGPT said: Perfect — let’s calculate it carefully, digit by digit so we don’t make a slip. We have: Green (buy) volume = 456 Red (sell) volume = 350 We want to know what percentage is in favor of green, relative to the total volume. Step 1. Compute total volume Total = 456 + 350 = 806 Total=456+350=806 Step 2. Compute green’s share \text{Green %} = \frac{456}{806} \times 100 Now do it precisely: 456 ÷ 806 = 0.565506 456÷806=0.565506 (rounded) So: 0.565506 × 100 = 56.55 % 0.565506×100=56.55% Step 3. Compute red’s share (for context) 350 806 = 0.434494 → 43.45 % 806 350 ​ =0.434494→43.45% Step 4. Compute difference (bias toward green) 56.55 % − 43.45 % = 13.10 % 56.55%−43.45%=13.10% ✅ Final answer: Green = 56.6% of total Red = 43.4% of total Bias = +13.1 percentage points in favor of green So that’s only a 13% advantage to buyers — modest pressure, not a dominant imbalance. For a high-probability signal (as we discussed earlier), you generally want ≥30% imbalance (e.g. ~65/35 split or stronger). Original: ''The Volume Bubbles & Liquidity Heatmap indicator is a powerful trading tool designed to give traders a clearer picture of volume dynamics and liquidity distribution across multiple timeframes. By combining dynamic volume bubbles with a liquidity heatmap, this indicator makes it easy to identify areas of price interest, spot market imbalances, and improve decision-making for both scalpers and swing traders. This trading indicator is ideal for volume traders, price action traders, and liquidity-focused traders who need a clean, multi-dimensional view of buyer/seller activity and the zones where market participants are most active. With full customization over bubble display, timeframes, and visual settings, traders can tailor the tool to fit virtually any trading strategy or market.''
Pine Script®指标
由TRADE_the_ORB提供
XAUUSD/SPX with SMA(48)📊 Gold vs S&P 500 | XAUUSD/SPX Ratio with SMA (48) – Full Pine Script Breakdown In this video, we build and explain a custom Pine Script that plots the Gold to S&P 500 ratio (XAUUSD/SPX) along with a 48-period Simple Moving Average (SMA). This ratio helps us analyze how Gold is performing against equities and whether smart money is shifting from risk assets (stocks) to safe haven (gold). 🔧 What’s Included in the Script: ✅ Live ratio of XAUUSD (Gold) / SPX (S&P 500) ✅ 48-period SMA for trend analysis ✅ Clean visual chart in a separate pane ✅ Pine Script v5 compatible 🧠 Why This Matters: Tracking the XAUUSD/SPX ratio gives deeper insight into macro trends, inflation hedge behavior, and market sentiment. A rising ratio can signal weakness in equities and strength in precious metals — a key trend for long-term investors and macro traders.
Pine Script®指标
由RKF-Trader提供
PnL PortfolioThis indicator provides a comprehensive, real-time overview of your open trading portfolio directly on the chart. It allows you to track up to 20 different trading pairs simultaneously. For each asset, simply input the Pair Symbol, Average Entry Price, and Position Quantity. The script securely fetches the current market price and dynamically calculates and displays a customizable table showing: Real-Time Profit/Loss ($) Percentage PnL (%) Entry Price and Position Quantity The table uses color coding to clearly highlight profitable (green) or losing (red) positions, and its location on the chart (top/bottom, left/right) is fully adjustable.
Pine Script®指标
由ikbenmax提供