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Fisher MPzFisher MPz - Multi-Period Z-Score Fisher Transform Overview An enhanced Fisher Transform that uses multi-period analysis and improved statistical methods to provide more reliable trading signals with the goal of fewer false positives. Evolution Beyond Traditional Fisher Transform While the classic Fisher Transform uses simple price normalization and basic smoothing, Fisher MPz introduces several key enhancements: - Multi-period composite instead of single timeframe analysis - Robust z-score normalization using median/MAD rather than mean/standard deviation - Winsorization to handle outliers and price spikes - Dynamic clipping that adapts to market volatility - Kalman filtering for superior noise reduction vs. traditional EMA smoothing These improvements result in cleaner signals, better adaptability to different market conditions, handles trending markets without over-saturation at extreme values, and reduced false signals compared to the standard Fisher Transform. Key Features Multi-Period Analysis - Three Timeframe Approach: Simultaneously analyzes short (default 8), medium (default 13), and long (default 26) periods - Weighted Composite: Combines all three periods using customizable weights for optimal signal generation - Individual Period Display: Optional visualization of each period's Fisher Transform for deeper analysis Advanced Statistical Methods Robust Z-Score Calculation - Uses median and MAD (Median Absolute Deviation) instead of mean and standard deviation - More resistant to outliers and extreme price movements - Provides stable normalization across varying market conditions Winsorization - Caps extreme price values at specified percentiles (default 5th and 95th) - Reduces the impact of price spikes and anomalies - Configurable lookback period for threshold calculation Dynamic Z-Score Clipping - Automatically adjusts clipping levels based on recent volatility - Tighter bounds in calm markets (0.05) for precision - Wider bounds in volatile markets (0.2) to capture significant moves - Uses ATR-based volatility measurement Kalman Filter Smoothing - Optional advanced noise reduction using Kalman filtering - Superior to traditional EMA smoothing for optimal signal extraction - Configurable process noise (Q) and measurement noise (R) parameters - Fallback to traditional smoothing factor available How to Use Basic Interpretation - Above Zero: Bullish momentum - Below Zero: Bearish momentum - Extreme Values: Potential overbought/oversold conditions - Crossovers: Entry/exit signals when composite crosses trigger line Customizable Settings Periods: Adjust based on your trading timeframe - Lower values (3-10): More sensitive, suitable for scalping - Medium values (10-20): Balanced for swing trading - Higher values (20-50): Smoother for position trading Weights: Customize responsiveness - Increase short weight: More reactive to recent price changes - Increase long weight: More stability and trend confirmation Kalman Settings - Lower Q (0.001-0.02): Smoother, more filtered signals - Higher Q (0.02-0.1): More responsive to price changes - Lower R (0.01-0.05): Trust data more, less filtering - Higher R (0.1-1.0): More skeptical of data, more smoothing
Pine Script® indicator
by B3AR_Trades
W%R Pullback+EMA Trend [TS_Indie]🔰 Core Concept of the Strategy The main idea is “Trend-Following with Momentum Pullback.” This means trading in the direction of the main trend (defined by EMA) while using Williams %R to identify pullback entries (buying the dip or selling the rally) where momentum returns to the trend direction. 📊 Indicators Used 1. EMA Fast – Defines the short-term trend. 2. EMA Slow – Defines the long-term trend (used as a trend filter). 3. Williams %R • Overbought zone: above -20 • Oversold zone: below -80 ⚙️ Entry Rules 🔹 Buy Setup 1. EMA Fast > EMA Slow → Uptrend condition. 2. Williams %R on the previous candle dropped below -80, and on the current candle, it crosses back above -80 → indicates momentum returning to the upside. 3. Current close is above EMA Fast. 4. Entry Buy at the close of the candle where %R crosses above -80. 🎯 Entry, Stop Loss, and Take Profit 1. Entry : At the candle close where the signal occurs. 2. Stop Loss : At the lowest low between the current and previous candles. 3. Take Profit : Calculated based on entry price and stop loss distance multiplied by the Risk/Reward Ratio. 🔹 Sell Setup 1. EMA Fast < EMA Slow → Downtrend condition. 2. Williams %R on the previous candle went above -20, and on the current candle, it crosses back below -20 → indicates renewed selling momentum. 3. Current price is below EMA Fast. 4. Entry Sell at the close of the candle where %R crosses below -20. 🎯 Entry, Stop Loss, and Take Profit 1. Entry : At the candle close where the signal occurs. 2. Stop Loss : At the highest high between the current and previous candles. 3. Take Profit : Calculated based on entry price and stop loss distance multiplied by the Risk/Reward Ratio. ⚙️ Optional Parameters • Custom Risk/Reward Ratio for Take Profit. • Option to add ATR buffer to Stop Loss. • Adjustable EMA Fast period. • Adjustable EMA Slow period. • Adjustable Williams %R period. • Option to enable Long only / Short only positions. • Customizable Backtest start and end date. • Customizable trading session time. ⏰ Alert Function Alerts display: • Entry price • Stop Loss price • Take Profit price Guys, try adjusting the parameters yourselves! I’ve been tweaking the settings for several days and managed to get great results on XAU/USD in the 5-minute timeframe. I think this strategy is quite interesting and could potentially deliver good results on other instruments as well. ⚠️ Disclaimer This indicator is designed for educational and research purposes only. It does not guarantee profits and should not be considered financial advice. Trading in financial markets involves significant risk, including the potential loss of capital.
Pine Script® strategy
by Truth_Strategy_Indie
nOI + Funding + CVD • strategynOI + Funding + CVD Strategy Overview This strategy is designed for cryptocurrency trading on platforms like TradingView, focusing on perpetual futures markets. It combines three key indicators—Normalized Open Interest (nOI), Funding Rate, and Cumulative Volume Delta (CVD)—to generate buy and sell signals for long and short positions. The strategy aims to capitalize on market imbalances, such as overextended open interest, funding rate extremes, and volume deltas, which often signal potential reversals or continuations in trending markets. The script supports pyramiding (up to 10 positions), uses percentage-based position sizing (default 10% of equity per trade), and allows customization of trade directions (longs and shorts can be enabled/disabled independently). It includes multiple signal systems for entries, various exit mechanisms (including stop-loss, take-profit, time-based exits, and conditional closes based on indicators), a Martingale add-on system for averaging positions during drawdowns, and handling of opposite signals (ignore, close, or reverse). This strategy is not financial advice; backtest thoroughly and use at your own risk. It requires data sources for Open Interest (OI) and Funding Rates, which are fetched via TradingView's security functions (e.g., from Binance for funding premiums). Key Indicators 1. Normalized Open Interest (nOI) Group: Open Interest Purpose: Measures the relative level of open interest over a lookback window to identify overbought (high OI) or oversold (low OI) conditions, which can indicate potential exhaustion in trends. Calculation: Fetches OI data (close) from the symbol's standard ticker (e.g., "{symbol}_OI"). Normalizes OI within a user-defined window (default: 500 bars) using min-max scaling: (OI - min_OI) / (max_OI - min_OI) * 100. Upper threshold (default: 70%): Signals potential short opportunities when crossed from above. Lower threshold (default: 30%): Signals potential long opportunities when crossed from below. Visualization: Plotted as a line (teal above upper, red below lower, gray in between). Horizontal lines at upper, mid (50%), lower, and a separator at 102%. Notes: Handles non-crypto symbols by adjusting timeframe to daily if intraday. Errors if no OI data available. 2. Funding Rate Group: Funding Rate Purpose: Tracks the average funding rate (premium index) to detect market sentiment extremes. Positive funding suggests bull bias (longs pay shorts), negative suggests bear bias. Calculation: Fetches premium index data from Binance (e.g., "binance:{base}usdt_premium"). Supports lower timeframe aggregation (default: enabled, using 1-min TF) for smoother data. Averages open and close premiums, clamps values, and scales/shifts for plotting (base: 150, scale: 1000x). Upper threshold (default: 1.0%): Overheat for shorts. Lower threshold (default: 1.0%): Overcool for longs. Ultra level (default: 1.8%): Extreme for additional short signals. Smoothing: Uses inverse weighted moving average (IWMA) or lower-TF aggregation to reduce noise. Visualization: Shifted plot (green positive, red negative) with filled areas. Horizontal lines for overheat, overcool, base (0%), and ultra. Notes: Custom ticker option for non-standard symbols. 3. Cumulative Volume Delta (CVD) Group: CVD (Cumulative Volume Delta) Purpose: Measures net buying/selling pressure via volume delta, normalized to identify divergences or confirmations with price. Calculation: Delta: +volume if close > open, -volume if close < open. Cumulative: Rolling cumsum over a window (default: 500 bars), smoothed with EMA (default: 20). Normalized: Scaled by absolute max in window (-1 to 1 range). Scaled/shifted for plotting (base: 300 or 0 if anchored, scale: 120x). Upper threshold (default: 1.0%): Over for shorts. Lower threshold (default: 1.0%): Under for longs. Visualization: Shifted plot (aqua positive, purple negative) with filled areas. Horizontal lines for over, under, and separator (default: 252). Filter Options (for Signal A): Enable filter (default: false). Require sign match (Long ≥0, Short ≤0). Require extreme zones. Require momentum (rising/falling over N bars, default: 3). Signal Logics for Entries Entries are triggered by buy/sell signals from multiple systems (A, B, C, D), filtered by direction toggles and entry conditions. Signal System A: OI + Funding (with optional CVD filter) Enabled: Default true. Sell (Short): nOI > upper threshold, falling over N bars (default: 3), delta ≥ threshold (default: 3%), funding > overheat, and CVD filter OK. Buy (Long): nOI < lower threshold, rising over N bars (default: 3), delta ≥ threshold (default: 3%), funding < overcool, and CVD filter OK. Signal System B: Short - Funding Crossunder + Filters Enabled: Default true. Sell (Short): Funding crosses under overheat level, optional: CVD > over, nOI < upper. Signal System C: Short - Ultra Funding Enabled: Default false. Sell (Short): Funding crosses ultra level (up or down, both default true). Signal System D: Long - Funding Crossover + Filters Enabled: Default true. Buy (Long): Funding crosses over overcool level, optional: CVD < under, nOI > lower. Combined: Sell if A/B/C active; Buy if A/D active. Entry Filters Cooldown: Optional pause between entries (default: false, 3 bars). Max Entries: Limit pyramiding (default: true, 6 max). Entries only if both filters pass and direction allowed. Opposite Signal Handling Mode: Ignore (default), Reverse (close and enter opposite), or Close (exit only). Processed before regular entries. Position Management Martingale (3 Steps): Enabled per step (default: all true). Triggers add-ons at loss levels (defaults: 5%, 8%, 11%) by adding % to position (default: 100% each). Resets on position close. Break Even: Enabled (default: true). Activates at profit threshold (default: 5%), sets SL better by offset (default: 0.1%). Exit Systems Multiple exits checked in sequence. Exit 1: SL/TP Enabled: Separate for long/short (default: true). SL: % from avg price (defaults: 1% long/short). TP: % from avg price (defaults: 2% long/short). Exit 2: Funding Enabled: Separate for long (up) / short (down) (default: true). Long Exit: Funding > upper exit threshold (default: 0.8%). Short Exit: Funding < lower exit threshold (default: 0.8%). Exit 3: nOI Enabled: Separate for long (up) / short (down) (default: true). Long Exit: nOI > upper exit (default: 85%). Short Exit: nOI < lower exit (default: 15%). Exit 4: Global SL Enabled: Default true. Exit: If position loss ≥ % (default: 7%). Exit 5: Break Even (integrated in position block) Exit 6: Time Limit Enabled: Separate for long/short (default: true). Exit: After N bars in trade (defaults: 30 each). Timer updates on add-ons if enabled (default: true). Visual Elements Buy/Sell Labels: Small labels ("BUY"/"SELL") on bars with signals, limited to last 30. All indicators plotted on a separate pane (overlay=false). Usage Notes Backtesting: Adjust parameters based on asset/timeframe. Test on historical data. Data Requirements: Works best on crypto perps with OI and funding data. Risk Management: Incorporates SL/TP and global SL; monitor drawdowns with Martingale. Customization: All thresholds, enables, and scales are inputs for fine-tuning. Version: Pine Script v6. For questions or improvements, contact the author. Happy trading!
Pine Script® strategy
by RezzoRedPriest
Average Directional Index with Key Level and Reversal Marker ADXOverview This indicator calculates the Average Directional Index (ADX) and adds a visual marker when a potential trend reversal occurs above a key ADX level. How it works The indicator computes ADX using built-in ta.adx() and DI lines. When ADX peaks above the Key Level and then starts descending, a blue circle marker highlights the reversal area. You can adjust: ADX Length (adxlen) DI Length (dilen) Key Level (keyLevel) Mark bar window (markBars) Use case Helps traders identify strong trend exhaustion points and potential trend reversals in any timeframe or asset. Notes Works on all symbols and timeframes. Does not repaint or use future data. The blue circle marks the latest reversal within the last markBars bars. © reysudo.dev — Open-source educational indicator.
Pine Script® indicator
by sudo_delete_evil
MPO4 Lines – Modal Engine█ OVERVIEW MPO4 Lines – Modal Engine is an advanced multi-line modal oscillator for TradingView, designed to detect momentum shifts, trend strength, and reversal points through candle-based pressure analysis with multiple fast lines and a reference slow line. It features divergence detection on Fast Line A, overbought/oversold return signals, dynamic coloring modes, and layered gradient visualizations for enhanced clarity and decision-making. █ CONCEPT The indicator is built upon the Market Pressure Oscillator (MPO) and serves as its expanded evolution, aimed at enabling broader market analysis through multiple lines with varying parameters. It calculates modal pressure using candle body size and direction, weighted against average body size over a lookback period, then normalized and smoothed via EMA. It generates four distinct oscillator lines: a heavily smoothed Slow Line (trend reference), two Fast Lines (A & B) for momentum and support/resistance, and an optional Line 4 for additional confirmation. Divergence is calculated solely on Fast Line A, with visual gradients between lines and bands for intuitive interpretation. █ WHY USE IT? - Multi-Layer Momentum: Combines slow trend reference with dual fast lines for precise entry/exit timing. - Divergence Precision: Bullish/bearish divergences on Fast Line A with labeled confirmation. - OB/OS Return Signals: Clear buy/sell markers when Fast Line A exits oversold/overbought zones. - Dynamic Visuals: Gradient fills, line-to-line shading, and band gradients for instant market state recognition. - Flexible Coloring: Slow Line color by direction or zero-position; fast lines by sign. - Full Customization: Independent lengths, smoothing, visibility, and transparency — by adjusting the lengths of different lines, you can tailor results for various strategies; for example, enabling Line 4 and tuning its length allows trading based on crossovers between different lines. █ HOW IT WORKS? - Candle Pressure Calculation: Body = math.abs(close - open); avgBody = ta.sma(body, len). Direction = +1 (bull), –1 (bear), 0 (neutral). Weight = body / avgBody. Contribution = direction × weight. - Rolling Sum & Normalization: Sums contributions over lookback, normalizes to ±100 scale (÷ (len × 2) × 100). Smoothing: Applies primary EMA (smoothLen), with extra EMA on Slow Line for stability. Line Structure: - Slow Line = calcCPO(len1=20, smoothLen1=5) → extra EMA (5) - Fast Line A = calcCPO(len2=6, smoothLen2=7) - Fast Line B = calcCPO(len3=6, smoothLen3=10) - Line 4 = calcCPO(len4=14, smoothLen4=1) Divergence Detection: Uses ta.pivothigh/low on price and Fast Line A (pivotLength left/right). Bullish: lower price low + higher osc low. Bearish: higher price high + lower osc high. Valid within 5–60 bar window. Signals: - Buy: Fast Line A crosses above oversold (–30) - Sell: Fast Line A crosses below overbought (+30) - Slow Line color flip (direction or zero-cross) - Divergence labels ("Bull" / "Bear") - Band Coloring as Momentum Signal: When Fast Line A ≤ Fast Line B → Overbought band turns red (bearish pressure building) When Fast Line A > Fast Line B → Oversold band turns green (bullish pressure building) This dynamic coloring serves as visual confirmation of momentum shift following fast line crossovers Visualization: - Gradients: Fast B → Zero (multi-layer fade), Fast A ↔ B fill, OB/OS bands - Dynamic colors: Green/red based on sign or trend - Zero line + dashed OB/OS thresholds Alerts: Trigger on OB/OS returns, Slow Line changes, and divergences. █ SETTINGS AND CUSTOMIZATION - Line Visibility: Toggle Slow, Fast A, Fast B, Line 4 independently. Line Lengths: - Slow Line: Base (20), Primary EMA (5), Extra EMA (5) - Fast A: Lookback (6), EMA (7) - Fast B: Lookback (6), EMA (10) - Line 4: Lookback (14), EMA (1) - Slow Line Coloring Mode: “Direction” (trend-based) or “Position vs Zero”. - Bands & Thresholds: Overbought (+30), Oversold (–30), step 0.1. - Signals: Enable Fast A OB/OS return markers (default: on). - Divergence: Enable/disable, Pivot Length (default: 2, min 1). - Colors & Appearance: Full control over bullish/bearish hues for all lines, zero, bands, divergence, and text. Gradients & Transparency: - Fast B → Zero: 75 (default) - Fast A ↔ B fill: 50 - Band gradients: 40 - Toggle each gradient independently █ USAGE EXAMPLES The indicator allows users to configure various strategies manually, though no built-in alerts exist for them. Entry signals can include color of fast lines, crossovers between different lines, alignment of colors across lines, or consistency in direction. - Trend Confirmation: Slow Line above zero + green = bullish bias; below + red = bearish. - Entry Timing: Buy on Fast A crossing above –30 (circle marker), especially if Slow Line is rising or near zero. - Reversal Setup: Bullish divergence (“Bull” label) + Fast A in oversold + green gradient band = high-probability long. - Scalping: Fast A vs Fast B crossover in direction of Slow Line trend. - Noise Reduction: Increase extraSmoothLen on Slow Line █ USER NOTES - Best combined with volume, support/resistance, or trend channels. - Adjust lookback and smoothing to asset volatility. - Divergence delay = pivotLength; plan entries accordingly.
Pine Script® indicator
by Uncle_the_shooter
2
Fat Tony's Composite Momentum + ROC (v0.4)Fat Tony's Composite Momentum + ROC Indicator Overview Fat Tony's Composite Momentum + ROC is a sophisticated momentum oscillator that combines multiple technical indicators into a single, volume-weighted signal. This indicator helps traders identify overbought/oversold conditions and potential reversal points by synthesizing Williams %R, Stochastic, MACD, and Rate of Change (ROC) into one composite reading. Key Features Multi-Indicator Composite: Combines Williams %R, Stochastic %K, MACD Histogram, and ROC for a comprehensive momentum view Volume Weighting: Optional volume-based amplification to filter out low-conviction moves Volume Filter: Requires minimum volume threshold (last 2 bars combined) before triggering signals Adaptive MACD Scaling: Uses tanh normalization to keep MACD contribution proportional regardless of price volatility Clear Visual Signals: Triangle markers appear only when crossing extreme levels with sufficient volume Customizable Thresholds: Adjust overbought/oversold levels, volume sensitivity, and component lengths How It Works The indicator normalizes each component to a ±50 scale, then averages them together. The composite reading oscillates around zero, with positive values indicating bullish momentum and negative values indicating bearish momentum. Signal Generation: 🟢 Rebound Watch (Green Triangle): Fires when the composite crosses UP through the oversold level with adequate volume 🔴 Fade Watch (Red Triangle): Fires when the composite crosses DOWN through the overbought level with adequate volume Customizing Settings After adding to your chart, click the gear icon next to the indicator name to access settings: Length: Base period for Williams %R and Stochastic (default: 14) MACD Fast/Slow/Signal: Standard MACD parameters (default: 12/26/9) Overbought/Oversold Levels: Threshold values for signals (default: ±100) Use Volume Weighting: Toggle volume amplification on/off Volume Sensitivity: Multiplier for volume weighting (default: 1.5) Include ROC: Toggle Rate of Change component on/off ROC Length: Lookback period for ROC calculation (default: 10) Minimum Volume: Required volume (sum of last 2 bars) for signals to trigger (default: 50,000) Usage Tips Works best on liquid instruments with consistent volume Lower timeframes (5m-15m) benefit from higher minimum volume settings Volume weighting helps filter out noise during consolidation periods Watch for signal triangles at key support/resistance levels for highest probability setups The indicator works as a momentum gauge and reversal spotter - not an entry system by itself Alerts The indicator includes built-in alert conditions: Click the "⏰" (alarm clock) icon on your chart Select "Fat Tony's Composite Momentum + ROC" Choose "Rebound Watch" or "Fade Watch" Configure your notification preferences
Pine Script® indicator
by robbooker
Directional Strength and Momentum Index█ OVERVIEW “Directional Strength and Momentum Index” (DSMI) is a technical analysis indicator inspired by DMI, but due to different source data, it produces distinct results. DSMI combines direction measurement, trend strength, and overheat levels into a single index, enhanced with gradient fills, extreme zones, entry signals, candle coloring, and a summary table. █ CONCEPT The classic DMI, despite its relatively simple logic, can seem somewhat chaotic due to separate +DI and -DI lines and the need for manual interpretation of their relationships. The DSMI indicator was created to increase clarity and speed up results, consolidating key information into a single index from 0 to 100 that simultaneously: - Indicates trend direction (bullish/bearish) - Measures movement strength - Identifies overheat levels - Generates ready entry signals DMI (ADX + +DI / -DI) measures trend direction and strength, but does so based solely on comparing price movements between candles. ADX shows whether the trend is orderly and growing (e.g., above 20–30), but does not assess how dynamic the movement is. DSMI, on the other hand, takes into account candle size and actual market aggression, thus showing directional momentum — whether the trend has real “fuel” to sustain or accelerate, not just whether it is orderly. The main calculation difference involves replacing True Range with candle size (high-low) and using directional EMA instead of Wilder smoothing. This allows DSMI to react faster to momentum changes, eliminating delays typical of classic DMI based on TR. This gives the trader an immediate picture of the market situation without analyzing multiple lines. █ FEATURES DSMI Main Line: - EMA(Directional Index) based on +DS and -DS - Scale 0–100, smooth color gradient depending on strength +DS / -DS: - Positive and Negative Directional Strength - Gradient fill between lines — more intense with stronger trend Extreme Zones: - Default 20 and 80 - Gradient fill outside zones Trend Strength Levels: - Weak (<10) → neutral - Moderate (up to 35) - Strong (up to 45) - Overheated (up to 55) - Extreme (>55) All levels editable Entry Signals: - Activated on crossing entry level (default 20) Or on direction change when DSMI already ≥ entry level - Highlighted background (green/red) Candle Coloring: - According to current trend Trend Strength Table: - Top-right corner - Shows current strength (WEAK/STRONG etc.) + DSMI value Alerts: - DSMI Bullish Entry - DSMI Bearish Entry █ HOW TO USE Add to Chart: Paste code in Pine Editor or find in indicator library. Settings: DSMI Parameters: - DSMI Period → default 20 - Show DSMI Line → on/off Extreme Zones: - Lower Level → default 20 - Upper Level → default 80 Trend Strength Levels: - Weak, Moderate, Strong, Overheated → adjust to strategy Trend Colors: - BULLISH → default green - BEARISH → default red - NEUTRAL → gray Entry Signals: - Show Highlight → on/off - DSMI Entry Level → default 20 Signal Interpretation: - DSMI Line: Main strength indicator. - Gradient between +DS and -DS: Visualizes side dominance. - Crossing 18 with direction confirmation → entry signal. - Extreme Zones: Potential reversal or continuation points after correction. - Table: Quick overview of current trend condition. █ APPLICATIONS The indicator works well in: - Trend-following: Enter on signal, exit on direction change or overheat. When a new trend appears, consider entering a position, preferably with a rising trend strength indicator. - Scalping/daytrading: Shorter period (7–10), lower entry level. - Swing/position: Longer period (20–30), higher entry level, extreme zones as filters. - Noise filtering: Ignores consolidation below “Weak” – increasing value e.g. to 15 highlights consolidation zones, but no signals appear there. Style Adjustment: - Aggressive strategies → shorten period and entry level - Conservative → extend period, raise entry level (25–30), watch “Overheated” “Weak” level (<10 default) → neutral; increasing it e.g. to 15 gives fewer but higher-quality signals. The Weak zone value controls the level below which no signals appear, and the gradient turns gray (often aligned with consolidation zones). Combine with: - Support/resistance levels - Fair Value Gaps (FVG) - Volume (Volume Profile, VWAP) - Other oscillators (RSI, Stochastic) █ NOTES - Works on all markets and timeframes. - Adjust period and levels to instrument volatility. - Higher entry level → fewer signals, higher quality. - Neutral color below “Weak” – avoids trading in consolidation. - Gradient and table enable quick assessment without line analysis.
Pine Script® indicator
by Uncle_the_shooter
6
MCL RSI Conflux v2.5 — Multi-Timeframe Momentum & Z-Score Full Description Overview The MCL RSI Conflux v2.5 is a multi-timeframe momentum model that integrates daily, weekly, and monthly RSI values into a unified composite. It extends the classical RSI framework with adaptive overbought/oversold thresholds and statistical normalization (Z-score confluence). This combination allows traders to visualize cross-timeframe alignment, identify synchronized momentum shifts, and detect exhaustion zones with higher statistical confidence. Methodology The script extracts RSI data from three major time horizons: Daily RSI (short-term momentum) Weekly RSI (intermediate trend) Monthly RSI (macro bias) Each RSI is optionally smoothed, weighted, and aggregated into a Composite RSI. A Z-score transformation then measures how far each RSI deviates from its historical mean, revealing when momentum strength is statistically extreme or aligned across timeframes. Key Features Multi-Timeframe RSI Engine – Computes RSI across D/W/M intervals with individual weighting controls. Adaptive Overbought/Oversold Bands – Automatically adjusts OB/OS thresholds based on rolling volatility (standard deviation of daily RSI). Composite RSI Score – Weighted consensus RSI that represents total market momentum. Z-Score Confluence Analysis – Identifies when all three timeframes are statistically synchronized. Z-Composite Histogram – Displays aggregated Z-score strength around the midline (50). Divergence Detection – Flags confirmed pivot-based bull and bear divergences on the daily RSI. Dynamic Gradient Background – Shifts from red to green based on composite momentum regime. Customizable Control Panel – Displays RSI values, Z-scores, state, and adaptive bands for each timeframe. Integrated Alerts – For crossovers, risk-on/off thresholds, alignment, and Z-confluence events. Interpretation All RSI values above 50: multi-timeframe bullish alignment. All RSI values below 50: multi-timeframe bearish alignment. Composite RSI > 60: risk-on environment; momentum expansion. Composite RSI < 45: risk-off environment; momentum contraction. Adaptive OB/OS hits: potential exhaustion or mean reversion setup. Green Z-ribbon: all Z-scores positive and aligned (statistical confirmation). Red Z-ribbon: all Z-scores negative and aligned (broad market weakness). Divergences: short-term warning signals against the prevailing momentum bias. Practical Application Use the Composite RSI as a global momentum gauge for position bias. Trade only in the direction of higher-timeframe alignment (avoid countertrend RSI). Combine Z-ribbon confirmation with Composite RSI crosses to filter noise. Use divergence labels and adaptive thresholds for risk reduction or exit timing. Ideal for swing traders and macro momentum models seeking trend synchronization filters. Recommended Settings Market Mode k-Band Lookback Use Case Stocks / ETFs Adaptive 0.85 200 Medium-term rotation filter Crypto Adaptive 1.00 150 Volatility-responsive swing filter Commodities Fixed 70/30 100 Mean reversion model Alerts Included Daily RSI crossed above/below Weekly RSI Composite RSI > Risk-On threshold Composite RSI < Risk-Off threshold All RSI aligned above/below 50 Z-Score Conformity (All positive or all negative) Overbought/Oversold triggers Author’s Note This indicator was designed for research and systematic confluence analysis within Mongoose Capital Labs. It is not financial advice and should be used in combination with independent risk assessment, volume confirmation, and higher-timeframe context.
Pine Script® indicator
by TheRealMongoose
Local Hurst Slope [Dynamic Regime]1. HOW THE INDICATOR WORKS (Math → Market Edge)Step Math Market Intuition 1. Log-Returns r_t = log(P_t / P_{t-1}) Removes scale, makes series stationary 2. R/S per τ R = max(cum_dev) - min(cum_dev) S = stdev(segment) Measures memory strength over window τ 3. H(τ) = log(R/S) / log(τ) Di Matteo (2007) H > 0.5 → Trend memory H < 0.5 → Mean-reversion 4. Slope = dH/d(log τ) Linear regression of H vs log(τ) Slope > 0.12 → Trend accelerating Slope < -0.08 → Reversion emerging LEADING EDGE: The slope changes 3–20 bars BEFORE price confirms → You enter before the crowd, exit before the trap Slope > +0.12 + Strong Trend = Bullish = Long Slope +0.05 to +0.12 = Weak Trend = Cautious = Hold/Trail Slope -0.05 to +0.05 = Random = No Edge Slope-0.08 to -0.05 = Weak Reversion = Bearish setup = Prepare Short Slope < -0.08 = Strong Reversion = Bearish= Short PRO TIPS Only trade in direction of 200-day SMA Filters false signals Avoid trading 3 days before/after earnings Volatility kills edge Use on ETFs (SPY, QQQ) Cleaner than single stocks Combine with RSI(14) RSI < 30 + Hurst short = nuclear reversal
Pine Script® indicator
by chuckb504
Crypto Breadth Engine [alex975] A normalized crypto market breadth indicator with a customizable 40 coin input panel — revealing whether rallies are broad and healthy across major coins and altcoins or led by only a few. 📊 Overview The Crypto Breadth Engine measures the real participation strength of the crypto market by analyzing the direction of the 40 largest cryptocurrencies by market capitalization. ⚙️ How It Works Unlike standard breadth tools that only count assets above a moving average, this indicator measures actual price direction: +1 if a coin closes higher, –1 if lower, 0 if unchanged. The total forms a Breadth Line, statistically normalized using standard deviation to maintain consistent readings across timeframes and volatility conditions. 🧩 Dynamic Input Mask All 40 cryptocurrencies are fully editable via the input panel, allowing users to easily replace or customize the basket (Top 40, Layer-1s, DeFi, Meme Coins, AI Tokens, etc.) without touching the code. This flexibility keeps the indicator aligned with the evolving crypto market. 🧭 Trend Bias The indicator classifies market structure as Bullish, Neutral, or Bearish, based on how the Breadth Line aligns with its moving averages (10, 20, 50). 💡 Dashboard A compact on-chart table displays in real time: • Positive and negative coins • Participation percentage • Current trend bias 🔍 Interpretation • Rising breadth → broad, healthy market expansion • Falling breadth → narrowing participation and structural weakness Ideal for TOTAL, TOTAL3, or custom crypto baskets on 1D,1W. Developed by alex975 – Version 1.0 (2025). ------------------------------------------------------------------------------------- 🇮🇹 Versione Italiana 📊 Panoramica Il Crypto Breadth Engine misura la partecipazione reale del mercato crypto, analizzando la direzione delle 40 principali criptovalute per capitalizzazione. Non si limita a contare quante coin sono sopra una media mobile, ma calcola la variazione effettiva del prezzo: +1 se sale, –1 se scende, 0 se invariato. La somma genera una Breadth Line normalizzata statisticamente, garantendo letture coerenti su diversi timeframe e fasi di volatilità. 🧩 Mascherina dinamica L’indicatore include una mascherina d’input interattiva che consente di modificare o sostituire liberamente i 40 ticker analizzati (Top 40, Layer-1, DeFi, Meme Coin, ecc.) senza intervenire nel codice. Questo lo rende sempre aggiornato e adattabile all’evoluzione del mercato crypto. ⚙️ Funzionamento e Trend Bias Classifica automaticamente il mercato come Bullish, Neutral o Bearish in base alla relazione tra la breadth e le medie mobili (10, 20, 50 periodi). 💡 Dashboard Una tabella compatta mostra in tempo reale: • Numero di coin positive e negative • Percentuale di partecipazione • Stato attuale del trend 🔍 Interpretazione • Breadth in crescita → mercato ampio e trend sano • Breadth in calo → partecipazione ridotta e concentrazione su pochi asset Ideale per analizzare TOTAL, TOTAL3 o panieri personalizzati di crypto. Funziona su timeframe 1D, 4H, 1W. Sviluppato da alex975 – Versione 1.0 (2025).
Pine Script® indicator
by Alex975
4
RSI Candle 12-Band SpectrumExperience RSI like never before. This multi-band visualizer transforms relative strength into a living color map — directly over price action — revealing momentum shifts long before traditional RSI signals. 🔹 12 Dynamic RSI Bands – A full emotional spectrum from oversold to overbought, colored from deep blue to burning red. 🔹 Adaptive Pulse System – Highlights every shift in RSI state with an intelligent fade-out pulse that measures the strength of each rotation. 🔹 Precision Legend Display – Clear RSI cutoff zones with user-defined thresholds and color ranges. 🔹 Multi-Timeframe Engine – Optionally view higher-timeframe RSI context while scalping lower frames. 🔹 Stealth Mode – Borders-only visualization for minimal chart impact on dark themes. 🔹 Complete Customization – Adjustable band levels, color palettes, and fade behavior. 🧠 Designed for professional traders who move with rhythm, not randomness.
Pine Script® indicator
by rrtaker86
GTI BGTI: RSI Suite (Standard • Stochastic • Smoothed) A three-layer momentum and trend toolkit that combines Standard RSI, Stochastic RSI, and a Smoothed/“Macro” RSI to help you read intraday swings, trend transitions, and high-probability reversal/continuation spots. All in one pane with intuitive coloring and optional divergence markers and alerts. Why this works * Stochastic RSI (K/D) visualizes fast momentum swings and timing. * Standard RSI moves more gradually, helping confirm trend transitions that may span several Stochastic cycles. * Smoothed RSI (Average → Macro) adds a second-pass filter and slope persistence to reveal the macro direction while suppressing noise. Used together, Stochastic guides entries/exits around local highs/lows, while the RSI layers improve confidence when a small swing is likely part of a larger turn. What you’ll see * Standard RSI (yellow; pink above Bull line, aqua below Bear line). * Stochastic RSI (K/D) with contextual colors: * Greens when RSI is weak/oversold (bearish conditions → watch for bullish reversals/continuations). * Reds when RSI is strong/overbought (bullish conditions → watch for bearish reversals/continuations). * Smoothed (Macro) RSI with trend color: * Red when macro is ascending (bullish), * Aqua when macro is descending (bearish). * Divergences (optional markers): * Bearish: RSI Lower High + Price Higher High (red ⬇). * Bullish: RSI Higher Low + Price Lower Low (green ⬆). * No repaint: pivots confirm after the chosen right-bars window. How to use it * Bullish Reversal * Macro RSI is reversing at a higher low after price has been in a overall downtrend * Stochastic RSI is switching from green to red in an overall downtrend * Bullish Oversold * Macro RSI is reversing from a significantly low level after price has a short but strong dip during an overall uptrend * Stochastic RSI is switching from green to red in an overall uptrend * Bullish Continuation * Macro RSI is ascending with a strong slope or forming a higher low above the 50 line * Stochastic RSI is reaching a bottom but still painted red * Bearish Reversal * Macro RSI is reversing at a lower high after price has been in a overall uptrend * Stochastic RSI is switching from red to green in an overall uptrend * Bearish Overbought * Macro RSI is reversing from a significantly high level after price has a short but strong jump during an overall downtrend * Stochastic RSI is switching from red to green in an overall downtrend * Bearish Continuation * Macro RSI is descending with a strong slope or forming a lower high below the 50 line * Stochastic RSI is reaching a top but still painted green * Divergences: Use as signals of exhaustion—best when aligned with Macro RSI color/slope and key levels (e.g., Bull/Bear lines, 50 midline). *** IMPORTANT *** * Stack confluence, don’t single-signal trade. Look for: * 1) Macro RSI color & slope (red = ascending/bullish, aqua = descending/bearish) * 2) Standard RSI location (above/below Bull/Bear lines or 50) * 3) Stoch flip + direction * 4) Price structure (HH/HL vs LH/LL) * 5) Divergence type (regular vs hidden) at meaningful levels * Trade with the macro * Prioritize longs when Macro RSI is red or just flipped up * Prioritize shorts when Macro RSI is aqua or just flipped down * Counter-trend setups = smaller size and faster management. * Location > signal * The same crossover/divergence is higher quality near Bull (~60)/Bear(~40) or extremes than in the mid-range chop around 50. * Early vs confirmed * Use the early pivot heads-up for anticipation, but scale in only after the confirmed pivot (right-bars complete). If early signal fails to confirm, stand down. * Define invalidation upfront * For divergence entries, place stops beyond the pivot extreme (LL/HH). If Macro RSI flips against your trade or RSI breaks back through 50 with slope, exit or tighten. * Multi-timeframe alignment * Best results come when entry timeframe (e.g., 1H) aligns with higher-TF macro (e.g., 4H/D). If they disagree, treat it as mean-reversion only. * Avoid common traps * Skip: isolated Stochastic flips without RSI support, divergences without price HH/LL confirmation, and serial divergences when Macro RSI slope is strong against the idea. * Parameter guidance * Start with defaults; then tune: confirmBars 3–7, minSlope 0.05–0.15 RSI pts/bar, pivot left/right tighter for faster but noisier signals, wider for cleaner but fewer. * Alerts = workflow, not auto-trades * Use Macro Flip + Divergence alerts as a checklist trigger; enter only when your confluence rules are met and risk is defined. Key inputs (tweak to your market/timeframe) * RSI / Stochastic lengths and K/D smoothing. * Bull / Bear Lines (default 61.1 / 43.6). * Average RSI Method/Length (SMA/EMA/RMA/WMA) + Macro Smooth Length. * Trend confirmation: bars of persistence and minimum slope to reduce flip noise. * Pivot look-back (left/right) for divergence confirmation strictness. Alerts included * Macro Flip Up / Down (Smoothed RSI regime change). * RSI Bullish/Bearish Divergence (confirmed at pivot). * Stochastic RSI continuation/divergence (optional). Tips * Level + Slope matter. High/low RSI level flags conditions; slope confirms impulse/continuation. * Let Stochastic time the swing; let Macro RSI filter the trend. * Tighten or loosen pivot windows to trade fewer/cleaner vs. more/faster signals.
Pine Script® indicator
by theValleyMan
4
RSI + Elder Bull-Bear pressure RSI + Bull/Bear (Elder-Ray enhanced RSI) What it is An extended RSI that overlays Elder-Ray Bull/Bear Power on the same, zero-centered scale. You get classic RSI regime cues plus a live read of buy/sell pressure, with optional smoothing, bands, and right-edge value labels. Key features RSI with bands – default bands 30 / 50 / 70 (editable). Bull/Bear Power (Elder) – ATR-normalized; optional EMA/SMA/RMA/HMA smoothing. One-pane overlay – RSI and Bull/Bear share a common midline (RSI-50 ↔ panel 0). Right-edge labels – always visible at the chart’s right margin with adjustable offsets. How to read it Cyan line = RSI (normalized) Above the mid band = bullish regime; below = bearish regime. Green = Bull Power, Red = Bear Power Columns/lines above 0 show buy pressure; below 0 show sell pressure. Smoothing reduces noise; zero-line remains your key reference. Trade logic (simple playbook) Entry BUY (primary): RSI crosses up through 50 (regime turns bullish), and Bull (green) crosses up through 0 (buy pressure confirms). SELL (primary): RSI crosses down through 50, and Bear (red) crosses down through 0 (sell pressure confirms). Alternative momentum entries Aggressive BUY: Bull (green) pushes above RSI-80 band (strong upside impulse). Aggressive SELL: Bear (red) pushes below RSI-30 band (strong downside impulse). Exits / trade management In a long: consider exiting or tightening stops if Bear (red) dips below the 0 line (rising sell pressure) or RSI loses 50. In a short: consider exiting or tightening if Bull (green) rises above 0 or RSI reclaims 50. Tip: “0” on the panel is your pressure zero-line (maps to RSI-50). Most whipsaws happen near this line; smoothing (e.g., EMA 21) helps. Defaults (on first load) RSI bands: 30 / 50 / 70 with subtle fills. Labels: tiny, pushed far right (large offsets). Bull/Bear smoothing: EMA(21), smoothed line plot mode. RSI plotted normalized so it overlaps the pressure lines cleanly. Tighten or loosen the Bull/Bear thresholds (e.g., Bull ≥ +0.5 ATR, Bear ≤ −0.5 ATR) to demand stronger confirmation. Settings that matter Smoothing length/type – balances responsiveness vs. noise. Power/RSI Gain – visual scaling only (doesn’t change logic). Band placement – keep raw 30/50/80 or switch to “distance from 50” if you prefer symmetric spacing. Label offsets – move values clear of the last bar/scale clutter. Good practices Combine with structure/ATR stops (e.g., 1–1.5× ATR, swing high/low). In trends, hold while RSI stays above/below 50 and the opposite pressure line doesn’t dominate. In ranges, favor signals occurring near the mid band and take profits at the opposite band. Disclaimer: This is a research/visual tool, not financial advice at any kind. Test your rules on multiple markets/timeframes and size positions responsibly.
Pine Script® indicator
by PDK1977