Z-score

Ichimoku Itto by [Itto-Ryu]Ichimoku Itto ("one glance, one cut") is an Ichimoku Kinko Hyo tool built to be read at a glance. A standard Ichimoku chart draws five lines and leaves the interpretation to the reader. Itto keeps the classic math and adds a layer that turns those lines into one clear reading per bar. This script is for technical education and chart study only. It is not financial advice and gives no buy or sell recommendation. WHAT IS DIFFERENT FROM A STANDARD ICHIMOKU 1. One score instead of five lines to

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DEMA Z-Score [NJ]✧ OVERVIEW ✧ DEMA Z-Score measures how far a Double Exponential Moving Average of price is positioned from its own recent mean, expressed in standard deviations. Selected price source is first smoothed with DEMA and then converted into a Z-Score. Separate long and short thresholds are used to identify bullish and bearish conditions. DEMA reduces lag compared with a standard EMA, while Z-Score normalization keeps readings comparable across different price levels and volatility conditions.

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Rolling Z Score Reversion Map [Pineify]Rolling Z Score Reversion Map Overview This map keeps rolling price Z-score visible while separating reversion-eligible extremes from trend-aligned extremes. It describes context; it does not forecast returns or issue trades. Problem Definition Z-score measures distance from a rolling mean in deviation units. Fixed lines such as +2 and -2 treat every extreme alike. That fails when the mean moves: positive Z can persist with a rising mean, so a contrarian reading confuses extension with d

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Regime Gated Confluence Score [Pineify]Regime Gated Confluence Score Overview This pane indicator combines trend, momentum, and volume after a four-state gate selects meaning and weight. The main score and dashboard reconcile signed contributions. Problem Definition Fixed-weight confluence hides a regime error. Positive RSI may confirm a trend but mark extension in a range. EMA separation can persist after efficient travel ends. Relative volume shows participation, not acceptance. A permanent sum can stay strong when path eff

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MA Distance Stretch & Mean Reversion Levels Shows how far price is from the 50 and 200 MA, and whether that distance is normal or overstretched relative to the ticker's own history. Most "distance from MA" tools give you a raw percentage and leave you to guess whether +23% is a lot. This one measures the rolling mean and standard deviation of that distance over a lookback, converts the current reading into a z‑score, and tells you in plain words where you are. What you see 📐 % distance from each MA (optional $ distance) 📊 μ / σ — histo

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Trend Quality Index [StrixEDGE]📊 WHAT IT DOES StrixEDGE Trend Quality Index answers the question most trend indicators ignore: not just whether a trend exists, but how good it is. It produces a 0-100 composite score measuring trend quality across four dimensions — velocity, strength, clarity, and multi-timeframe agreement. 🔬 WHY IT'S DIFFERENT ADX tells you trend strength. Supertrend tells you direction. Neither tells you the complete quality picture. TQI combines four independent metrics: LSMA velocity (how fast the trend m

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Volume DNA [StrixEDGE]📊 WHAT IT DOES StrixEDGE Volume DNA produces a single score from 0-100 that reveals whether the current price movement has genuine volume support. It synthesizes four independent volume metrics — OBV slope, Chaikin Money Flow, Relative Volume, and Volume-Price Alignment — into one easy-to-read composite. Think of it as a health check for any price move. 🔬 WHY IT'S DIFFERENT Individual volume indicators each tell part of the story. OBV shows cumulative flow. CMF shows bounded pressure. RVOL show

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Fibonacci Levels Engine [StrixEDGE]What It Does Fibonacci Levels Engine automatically detects the most recent swing high and swing low within a configurable lookback window, draws the standard Fibonacci retracement grid (0 %, 23.6 %, 38.2 %, 50 %, 61.8 %, 78.6 %, 88.6 %, 100 %) plus the 127.2 % and 161.8 % extensions, and projects every level into the future so you can see where price is heading relative to the structure. What separates this indicator from a plain Fibonacci overlay is the Edge Analysis layer — three original

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Isotropic Coordinate System (ICS)Library "ICS" Isotropic Coordinate System (ICS): a dimensionless price-time space for scale-invariant chart geometry. Vertical axis: y = ln(price) / sigma, where sigma is the Yang-Zhang (2000) minimum-variance, drift-independent, gap-consistent OHLC volatility estimator. Horizontal axis: two scalings via the XScale enum. legacy : x = bars / lookback. Linear window fraction. Backward compatible. isotropic : x = sqrt(bars / lookback), with y additionally divided by sqrt(lookback). Diffusion-

Libreria

G-Score | NAL 1. Overview G-Score | NAL is a volatility-adjusted Z-Score regime indicator built from two main components: a smoothed price Z-Score and an adaptive GARCH-based volatility Z-Score. The indicator does not use fixed overbought or oversold levels. Instead, it builds dynamic thresholds from the current volatility structure of the market. Price is then measured against those volatility-derived boundaries to determine whether the market is entering a bullish or bearish statistical regime. 2. Cal

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di NordicAlphaLab

Participation-Adjusted Momentum [TradeDots]Participation-Adjusted Momentum Summary This indicator computes a momentum oscillator that has been adjusted by participation quality . Raw momentum (standardized rate-of-change) is multiplied by a quality blend derived from volume percentile, close-location alignment within the bar, and range-per-volume efficiency. The intent is to differentiate strong momentum supported by participation from moves that look impressive on price alone but occur on thin volume or wide ranges with little ne

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Two Sigma Factor Composite [JOAT]TWO SIGMA FACTOR COMPOSITE A tribute to the multi-factor approach pioneered by Two Sigma — long-only, long/short, and risk-premia funds that decompose returns into orthogonal factor exposures, normalise each factor onto the same statistical scale, and combine them into a single signed score. Two Sigma Factor Composite builds five canonical factors (Momentum, Quality, Value, Volatility, Mean-Reversion), Z-normalises each against a rolling baseline, sum-normalises the user-controllable weights,

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di officialjackofalltrades

FVG & OB Quality Scorer ICT FVG & OB Quality Scorer Core idea: Not all Fair Value Gaps and Order Blocks are created equal. This indicator answers the question "Which FVG or Order Block will actually work?" by scoring every detected zone on 10 confluence pillars derived from ICT's (InnerCircleTrader) 2022–2024 Mentorship methodology. How It Works Every time an FVG or Order Block forms on the chart, the indicator runs it through a 10-factor scoring engine (each factor scored 0–10, total 0–100): # Pillar What It Checks

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Elaris Mean Reversion Pro Elaris Mean Reversion Pro Elaris Mean Reversion Pro is a multi-factor mean reversion indicator designed to help traders identify situations where price has moved significantly away from its statistical mean and may be entering a potential reversion phase. The indicator combines adaptive deviation bands, volatility measurements, momentum filters, market regime analysis, and optional higher-timeframe confirmation to provide a structured framework for analyzing stretched market conditions. Unli

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Normalized Candles RSI [Jamallo]🔹 Intro The Normalized Candles RSI is a quantitative momentum and volatility indicator designed to transform raw, trending price action into a stationary 0-100 oscillator. By passing price data through a Fractional Differencing engine and a dynamic Z-Score normalization layer, it strips away market drift and presents pure, bounded candlestick momentum. This stationary price structure is then directly overlaid with a traditional RSI and Divergence engine for highly confluent signals. 🔹 Break do

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Statistical Mean-Reversion Engine [SMRE]## Statistical Mean-Reversion Engine (SMRE) SMRE is an open-source mean-reversion indicator that combines a rigorous statistical core with up to eight optional confirmation layers, designed primarily for index-futures trading on intraday timeframes (1-minute through 1-hour). ### What it does For every bar, SMRE fits an Ornstein-Uhlenbeck (OU) process to the recent price series via linear regression on lag-1 prices, yielding four outputs: - **μ (the mean)** — the equilibrium price the series

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di Market_Logic_India

Aurelian Structure Engine [JOAT]Aurelian Structure Engine Introduction Aurelian Structure Engine is a market structure and execution-context model that combines confirmed pivots, break events, HTF bias, anchored value, relative volume, and pressure scoring. It is built to separate meaningful structural breaks from ordinary candle noise. This open-source indicator is designed as a context tool, not a standalone trading system. It focuses on explaining the current market state with restrained visuals and confirmed-bar log

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di officialjackofalltrades

MTF Kinetic Oscillator | Rainbow Matrix GENERAL OVERVIEW The MTF Kinetic Oscillator is a multi-timeframe order-flow probability oscillator that fuses 5 timeframes into a single composite score, blended with three independent order-flow sensors (CVD, Volume Climax, Squeeze) and plotted against a self-adaptive Fibonacci channel that recalibrates to current volatility conditions. Instead of treating an oscillator as a fixed 0-100 envelope where the same threshold means the same thing across all market regimes, the indicator continuously

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di rainbowmatrix

Crypto Market Breadth Risk Planner [AGPro Series]Crypto Market Breadth Risk Planner 🧠 Core Idea Is the crypto market showing broad risk-on participation, weakening rotation, or a risk-off breadth environment? 📌 Overview / What it does Crypto Market Breadth Risk Planner is a chart-first market breadth tool built to evaluate whether a selected crypto basket is participating broadly or weakening internally. Instead of reading only the active chart symbol, the script reviews a configurable basket of major crypto pairs. It measures how m

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Opening Pullback Planner [AGPro Series]Opening Pullback Planner 🧠 Core Idea Is the first pullback after the open constructive, failing, or too stale to plan around? 📌 Overview / What it does Opening Pullback Planner is a session pullback decision tool built around the first meaningful retracement after the opening drive. Instead of treating the open as only a breakout moment, it waits for the drive reference to lock, then maps the pullback area where continuation quality can be evaluated. The script produces an opening pullba

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Failed Reclaim Planner [AGPro Series]Failed Reclaim Planner 🧠 Core Idea Did price lose a visible swing shelf, retest it, and fail to reclaim that level with enough rejection quality, risk clarity, and continuation room to matter? 📌 Overview / What it does Failed Reclaim Planner is a chart-first failed reclaim decision engine built around visible swing shelves. The script identifies when price breaks a confirmed swing high or swing low shelf, watches the retest of that broken level, and evaluates whether the reclaim attemp

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Reversal Confirmation Planner [AGPro Series]Reversal Confirmation Planner 🧠 Core Idea Is a reversal actually confirming, or is it still only an early reaction? 📌 Overview / What it does Reversal Confirmation Planner is a chart-first planning tool built to separate early reversal reactions from structured confirmation context. The script detects sweep or wick-rejection reactions around recent swing references, then evaluates whether the reaction develops into a cleaner confirmation plan. It maps a confirmation pocket, invalidati

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Candle Expansion Readiness [AGPro Series]Candle Expansion Readiness 🧠 Core Idea Is the current candle expansion meaningful enough to monitor, or is it only a noisy wide candle? 📌 Overview / What it does Candle Expansion Readiness is a chart-first candle quality planner built to evaluate whether an active expansion candle has enough structure to deserve attention. Instead of treating every wide candle as important, the script studies body efficiency, wick control, relative volume, ATR-normalized expansion, recent range behavio

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Initial Balance Break Planner [AGPro Series]Initial Balance Break Planner 🧠 Core Idea Is the Initial Balance break being accepted, or is it becoming vulnerable to failure back inside the balance? 📌 Overview / What it does Initial Balance Break Planner is an intraday session planning tool built around the first major balance of the trading session. It maps a configurable Initial Balance window, tracks the first break beyond that balance, and evaluates whether that break has enough quality to deserve structured review. The default

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