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Breadth Indicators

RMBS Smart Detector - Multi-Factor Momentum System v2# RMBS Smart Detector - Multi-Factor Momentum System ## Overview RMBS (Smart Detector - Multi-Factor Momentum System) is a proprietary scoring method developed by Ario, combining normalized RSI and Bollinger band positioning into a single composite metric. --- ## Core Methodology ### Buy/Sell Logic  Marker (green or red )appear when **all four filters** pass: **1. RMBS Score (Momentum Strength)** From the formula Bellow Combined Range: -10 (extreme bearish) to +10 (extreme bullish) Signal Thresholds: • BUY: Score > +3.0 • SELL: Score < -3.0 2. EMA Trend Filter BUY: EMA(21) > EMA(55) → Uptrend confirmed SELL: EMA(21) < EMA(55) → Downtrend confirmed 3. ADX Strength Filter Minimum ADX: 25 (adjustable 20-30) ADX > 25: Trending market → Signal allowed ADX < 25: Range-bound → Signal blocked 4. Alternating Logic Prevents signal spam by requiring alternation: ✓ BUY → SELL → BUY (allowed) ✗ BUY → BUY → BUY (blocked) ________________________________________ Mathematical Foundation RMBS Formula: scoring method developed by Ario RMBS = (RSI – 50) / 10 + ((BB_pos – 50) / 10) where: • RSI = Relative Strength Index (close, L) • BB_pos = (Close – (SMA – 2 σ)) / ((SMA + 2 σ) – (SMA – 2 σ)) × 100 • σ = standard deviation of close over lookback L • SMA = simple moving average of close over lookback L • L = rmbs_length (period setting) This produces a normalized composite score around zero: • Positive → bullish momentum and upper band dominance • Negative → bearish momentum and lower band pressure • Near 0 → neutral or transitional zone Input Parameters ADX Threshold (default: 25) • Lower (20-23): More signals, less filtering • Higher (28-30): Fewer signals, stronger trends • Recommended: 25 for balanced filtering Signal Thresholds • BUY: +3.0 (adjustable) • SELL: -3.0 (adjustable) Visual Options • Marker colors • Background highlights • Alert settings ________________________________________ Usage Guidelines How to Interpret • 🟢 Green Marker: All conditions met for Bull condition • 🔴 Red Marker: All conditions met for Bear condition • No Marker: Waiting for confirmation ________________________________________ Important Disclaimers ⚠️ Educational Purpose Only • This tool demonstrates multi-factor technical analysis concepts • Not financial advice or trade recommendations • No guarantee of profitability ⚠️ Known Limitations • Less effective in ranging/choppy markets • Requires proper risk management (stop-loss, position sizing) • Should be combined with fundamental analysis ⚠️ Risk Warning Trading involves substantial risk of loss. Past performance does not indicate future results. Always conduct your own research and consult professionals before trading. ________________________________________ Open Source Full Pine Script code available for educational study and modification. Feedback and improvement suggestions welcome. “All logic is presented for research and educational visualization.”
Pine Script® indicator
by Ario_pinelab
1
God of Scalping BTCUnleash divine precision in the chaotic realm of BTC scalping with the God of Scalping BTC—a bespoke, price-action powerhouse crafted for lightning-fast entries and exits on 1-5 minute charts. Forged from raw momentum velocity (no recycled RSI or MACD here), this indicator detects micro-trend accelerations to pinpoint surge moments where BTC's volatility bends to your will.Core Mechanics:Velocity Engine: Calculates fast (default: 3-bar) and slow (default: 8-bar) price speeds, then derives normalized acceleration using ATR (14-bar) to filter noise in BTC's wild swings. Surge Detection: Smoothed signal line confirms crossovers—bullish when acceleration surges above signal with positive bias; bearish on the downside. Volume Guardian: Triggers only on 20%+ volume spikes above its EMA (10-bar), ensuring conviction behind the chaos. Visual Oracle:Blue/Red Lines: Fast (EMA close, 3-bar) and slow (EMA close, 8-bar) velocity trends for trend context. Background Glow: Subtle green/red tint for real-time momentum bias. Divine Arrows: Green triangles below bars for BUY surges; red above for SELL—your scalp signals from the heavens. Scalping Ritual:Optimal Altar: Load on BTCUSD/USDT (1m-5m). Tune lengths for your broker's feed. Invocation: Enter long on green arrow (target 0.1-0.3% gains), short on red. Tight stops at recent swings; exit on opposite signal or threshold breach (1.5x mult). Alerts: Built-in notifications—"God Surge Buy: BTC Scalp Entry!"—to summon you mid-prayer (er, trade). Backtested for BTC's fury, this isn't a holy grail, but a scalper's Excalibur: pure, adaptive, and unyielding. Trade wisely—markets are mortal, your edge is eternal.
Pine Script® indicator
by rminchv
GROK ALTIN A1 BY FGGROK GOLD PRO V2 is a high-performance scalping strategy designed for XAUUSD on the 5-minute timeframe, operating with a fixed 1-lot position. It generates signals using EMA 9/21 crossover, RSI above/below 50, and volume spikes, while an ATR × 2.0 dynamic stop protects against volatility. Profits are locked in three steps (+$20, +$50, +$100), with each exit triggering real-time phone alerts showing entry, exit price, and profit. One pip movement equals $100 P&L. The strategy delivers a 92%+ win rate, average profit of +$4,432 per trade, and max drawdown of -$1,280. Simple, transparent, and fully automated.
Pine Script® strategy
by feritgerisgen
BlackScrum Swing Boxes 1/2/3 After seeing influencers selling their indicator suite's online, I decided to start making replicas of them, maybe mine are better, maybe they are worse. I use them in my day to day trading and they help me make money, hopefully they help you make money. Not financial advice, Do Your Own Research. Everything provided without warranty or liability. If you stuff up, learn from it, get better, we all make mistakes. // BlackScrum — 1/2/3-Bar Swing Boxes (auto timeframe) // // DESCRIPTION // This indicator displays three swing-direction boxes (1B, 2B, 3B) in the top-right corner of the chart. // The boxes automatically adapt to the chart's timeframe (15m, 1H, 4H, 1D, etc.). // Each box represents the direction of the most recently confirmed swing pivot: // • 1B → 1-bar swing (fastest, most sensitive) // • 2B → 2-bar swing (medium confirmation) // • 3B → 3-bar swing (slowest, strongest confirmation) // // COLORS // • GREEN = last confirmed swing pivot was a higher low (up swing) // • RED = last confirmed swing pivot was a lower high (down swing) // • GREY = no clear swing yet (fresh/transition area) // // CONFLUENCE // • ALL GREEN = bullish alignment across 1B, 2B, 3B → strong trend continuation signal // • ALL RED = bearish alignment across all three → strong downtrend continuation signal // // HOW TO USE (TRADEPLAY) // // 1) ENTRIES // • Aggressive entry → enter when ALL GREEN prints on your timeframe. // • Safer pullback entry → wait for 1B to briefly turn red during a green 2B/3B, // then flip back to green. Enter on the re-flip. // • Multi-timeframe filter: // Take longs only when higher TF (e.g., 1H/4H) boxes are at least neutral-to-green. // // 2) EXITS // • Weakness exit → when 1B flips against your position while 2B is neutral/red. // • Full exit → when ALL RED prints. // • Time stop → if price hasn’t moved after several bars of your execution timeframe. // // 3) STOP-LOSS / RISK // • Place stops beyond the latest opposite swing used by 2B or 3B. // • Add 0.5–1× ATR buffer if your market has stop-hunt volatility. // • Always size position based on the distance to the swing stop. // // 4) WHEN TO IGNORE SIGNALS // • Chop zones → 1B flipping repeatedly while 2B/3B disagree. // • News candles → wait for pivots to confirm on the *closed* bar. // // 5) USING WITH OTHER TOOLS // • With a trend ribbon (e.g., Larsson-style): // Only take ALL GREEN longs when the ribbon is UP, and ALL RED shorts when ribbon is DOWN. // • With a Fear & Greed index: // Prefer longs when F&G > 60, // Avoid longs when F&G < 40 unless countertrend scalping. // // 6) TIMEFRAME GUIDANCE // • Scalping: 5m / 15m, confirmed by 1H or 4H boxes. // • Swinging: 1H / 4H with daily filter. // • Positioning: 1D with weekly confirmation. // // 7) INTERPRETATION CHEATSHEET // • 1B green, 2B grey, 3B red → short-term bounce inside higher timeframe downtrend. // • 1B/2B green, 3B grey → early trend reversal forming. // • All grey → fresh swing area; wait for direction. // // 8) CUSTOMIZATION // • len1 / len2 / len3 control sensitivity (higher = slower & cleaner). // • Can add a timeframe header box (e.g., “15m / 4H / 1D”). // • Can add a multi-timeframe grid (e.g., 15m | 1H | 4H | 1D each with 1B/2B/3B). // // ====================================================================================================
Pine Script® indicator
by tyronemapp
Adil Hoca - US Market Score Only NasdaqMarket Score & Crash Detector Indicator User Guide & Usage Instructions This TradingView indicator provides a comprehensive market risk assessment, combining multiple financial metrics to detect potential market crashes, recessions, and overall trend regimes. It is especially designed to alert traders and investors about early warning signals before significant market downturns, enabling proactive decision-making. Key Features Multi-Metric Market Sentiment: Uses volatility indices, currency strength, yield spreads, breadth, and bond ratios to evaluate market health. Crash Detection System: Monitors various conditions such as VIX spikes, breadth collapse, momentum cliffs, high-yield spread surges, and hidden market weaknesses. Reccession Indicator: Incorporates the Sahm Rule, a proven recession indicator based on employment data. Alert System: Sends real-time alerts for critical market conditions, including crashes, recession signals, and spreads alerts. Visual Elements: Includes histograms, trend lines, threshold lines, and shape signals to visually interpret market states. Customizable Parameters: Adjust weights, sensitivity, thresholds, and alert preferences to suit your trading style. How it Works 1. Data Collection The indicator fetches data from multiple sources: Market volatility: VIX index Currency strength: DXY index Interest rates: SOFR, PCE inflation Yield spreads: High Yield Credit Spread, Investment Grade Spread Market Breadth: Ratio of QQQ to TLT (tech vs. bonds) Bond Ratios: TMF/TMV (long-term bonds) Employment Data: The Sahm Rule (monthly unemployment data) 2. Normalization Data is normalized via z-score calculations over defined periods to standardize the metrics, making them comparable regardless of their original scale. 3. Composite Score Calculation Each metric is weighted according to user-defined parameters, and a composite score is generated to represent the overall market sentiment, smoothed with an EMA for trend clarity. 4. Crash & Recession Detection Crash System: Looks for conditions like VIX spikes, breadth collapse, momentum drops, high yield spread surges, and hidden weaknesses. If multiple conditions meet thresholds, alerts trigger. Recession Indicator: Uses the Sahm Rule, which compares the current unemployment rate's three-month average to the lowest point over the past 12 months. When it exceeds a certain threshold, a recession signal is generated. 5. Alerts & Visualization Sound & Shape Alerts: Signals like warning triangles, cross icons, and color changes. Threshold Lines: Indicate levels like "Strong Bullish," "Strong Bear," and critical zones. Dual Confirmation: Combines crash and recession signals for high-confidence alerts. Usage & Customization Placing the Indicator Copy and paste the Pine Script code into TradingView's Pine Editor. Save and add the script to your chart. Adjust inputs like weights, sensitivity mode, thresholds, and alert preferences via the input panel. Key Inputs Weights: Customize the importance of each metric. Sensitivity Mode: Changes alert thresholds for early warnings. Crash Sensitivity: Defines how many indicators need to trigger before issuing a crash alert. Recession Thresholds: Set the unemployment level that signals recession. Interpreting Visuals Histogram: Shows the composite score; green means bullish, red indicates bearish. Momentum Line: Highlights trend acceleration/deceleration. Threshold Lines: Dotted/dashed lines showing critical zones. Shape Shapes: Triangles or crosses appear for early signals or critical events. Alerts Crash Alerts: Warn of imminent market crashes. Recession Alerts: Indicate economic downturns based on Sahm Rule. Spread Alerts: Show high-yield credit spread surges signaling stress. Double Confirmation: High-confidence signals when crash and recession conditions align. Best Practices Use on multiple timeframes for confirmation. Combine with other technical analysis tools for better accuracy. Adjust thresholds according to your risk appetite. Follow alert signals for early warning but always consider overall context. Final Notes This indicator synthesizes a variety of leading and lagging indicators to give a holistic view of market health. It is designed to provide early warnings, especially in volatile or stressed environments, helping traders avoid severe drawdowns or position ahead of major downturns. Feel free to modify input parameters for your preferences, or integrate additional data sources for further refinement. This detailed explanation can be directly included as a description or documentation within your TradingView script, helping users grasp its full capabilities and optimal usage.
Pine Script® indicator
by Stocx_Analyst
Session ParmezanForex Session Range Boxes (Asia, Europe, US) — visual intraday session tracker for Forex and metals. This indicator automatically marks the three major Forex trading sessions — Asian (Tokyo), European (London), and American (New York) — directly on your chart using dynamic colored boxes. Each box represents the full price range (High–Low) formed during that session, helping traders visualize how volatility and liquidity evolve across the global trading day. The script is built for intraday traders and session-based strategies, especially those who monitor breakouts from the Asian range or reactions during London–New York overlaps. ⚙️ Features • Accurate session timing (UTC+3 / Moscow Time) — Asia: 03:00–12:00, Europe: 11:00–20:00, US: 16:00–01:00. • Dynamic range boxes: each box expands in real time as new highs and lows are set during the session. • Clear visual separation: each session is shown in its own color (blue for Asia, orange for Europe, green for US). • Automatic daily reset — new boxes start every new session. • Intraday focus only — visible up to the 1-hour timeframe (M1–H1) for clarity. • Transparent design — semi-transparent fills keep candles readable even when sessions overlap. • Lightweight performance — optimized use of box.new() and var variables avoids lag on lower timeframes. 🧭 Typical Use-Cases • Identify Asian session ranges and watch for London breakouts or New York reversals. • Visually align your intraday strategy with session volatility cycles. • Combine with VWAP, liquidity zones, or market profile indicators for deeper confluence. • Spot overlapping sessions — often the most active periods of the day.
Pine Script® indicator
by DecimusForex
4
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
💎 Trend Master Pro Scalping MTFTrend Master Pro Scalping MTF is a professional-grade indicator designed for intraday trading and scalping, optimized for 1M, 5M, and 15M timeframes. It combines multiple technical filters to provide high-confidence breakout and trend signals with visual clarity. Key Features: Multi-indicator analysis: EMA, RSI, ATR, SuperTrend, and volume. Multi-Timeframe (MTF) filter: signals are validated only if the higher timeframe trend is aligned. Clear visual signals: colored triangles and dynamic labels showing signal strength: A++, A+, A, B. Confirmation dashboard: instantly see EMA trend, RSI strength, volume, ATR activity, SuperTrend direction, and final signal on your chart. Reliable alerts: fixed alert messages compatible with TradingView, avoiding Pine Script errors. Customizable parameters: adjust EMA, RSI, ATR, volume, and SuperTrend settings to match your scalping or day trading style. How to Use: Select your desired timeframe: 1M, 5M, or 15M. Look for signals rated A++ or A+ for maximum probability. Confirm trends using labels and the dashboard before entering trades. Receive real-time notifications via alerts when confirmed signals occur. Benefits: Ideal for quick scalping and intraday strategies. Reduces false signals with MTF trend filtering. Professional visualization for fast and confident decision-making. Recommendations: Test on a demo account before trading live. Adjust parameters to fit your asset and timeframe. Combine with proper risk management strategies.
Pine Script® indicator
by tommybeaulieu7b
2
DD RatioThe DD Ratio (“Directional Distribution Ratio”) is a breadth indicator that shows, in real time, how many of the selected stocks (e.g., S&P 500 components) are bullish vs. bearish relative to today’s open. The DD Ratio tells you what’s really happening under the hood of the index: Futures may mislead: An index future (like ES or NQ) can rise on a few heavy-weighted stocks even while most components fall. The DD Ratio exposes that divergence. Breadth confirmation: When the futures are up and DD Ratio ≥ 0.5 → healthy rally. When futures are up but DD Ratio < 0.5 → weak, narrow advance. Intraday sentiment gauge: It updates live with each bar, reflecting “who’s winning” since the open.
Pine Script® indicator
by Justsayom
Buy on Blue, Sell on Red (EMA + optional RSI) TyusEThis indicator is a trend-following system that helps traders identify potential buy and sell opportunities using a combination of EMA crossovers and an optional RSI filter for confirmation. It plots: 🔵 Blue dots (BUY signals) when the fast EMA crosses above the slow EMA — signaling bullish momentum. 🔴 Red dots (SELL signals) when the fast EMA crosses below the slow EMA — signaling bearish momentum. You can optionally filter these signals using the RSI (Relative Strength Index) to avoid false breakouts — for example, only taking BUY signals when RSI is above 55 (showing strength) and SELL signals when RSI is below 45 (showing weakness). ⚙️ Features Adjustable Fast EMA and Slow EMA lengths Optional RSI confirmation filter Customizable RSI thresholds for entries “Confirm on bar close” setting to reduce repainting Built-in alert conditions for real-time notifications 💡 How to Use Use blue dots as potential long entries and red dots as potential short entries. Confirm direction with overall trend, structure, or higher timeframe alignment. Combine with support/resistance, volume, or price action for best results. ⚠️ Note This is a technical tool, not financial advice. Always backtest and use proper risk management before trading live markets. T.E
Pine Script® indicator
by Tyusearly1995
MomentumQ Breadth 2.0MomentumQ Breadth 2.0 The MomentumQ Breadth 2.0 is a user-friendly overlay tool that helps traders analyze market breadth directly on the price chart. It supports multiple indices, flexible time frames, and optional background coloring to highlight bullish, neutral, and bearish conditions. How It Works: Index Selection Choose between major market indices for analysis: S&P 500 NASDAQ Dow Jones Industrial Average (DJIA) Russell 2000 Time Period Customization Select from different moving-average periods to suit your strategy: 5-Day 20-Day 50-Day 100-Day 150-Day 200-Day Shorter periods react faster to changes in participation, while longer periods show broader market trends. Dynamic Symbol Mapping The indicator automatically selects the correct breadth symbol based on the chosen index and time period using TradingView’s request.security() function. No manual lookup is needed. Symbols Used S&P 500 5-Day: S5FD 20-Day: S5TW 50-Day: S5FI 100-Day: S5OH 150-Day: S5OF 200-Day: S5TH NASDAQ 5-Day: NDFD 20-Day: NDTW 50-Day: NDFI 100-Day: NDOH 150-Day: NDOF 200-Day: NDTH Dow Jones Industrial Average (DJIA) 5-Day: DIFD 20-Day: DITW 50-Day: DIFI 100-Day: DIOH 150-Day: DIOF 200-Day: DITH Russell 2000 5-Day: R2FD 20-Day: R2TW 50-Day: R2FI 100-Day: R2OH 150-Day: R2OF 200-Day: R2TH Key Features Overlay mode displays the breadth line directly on the price chart. Dynamic background coloring highlights key breadth zones: Above 70 = Bearish/Overbought, 50–70 = Slightly Bearish, 30–50 = Slightly Bullish, Below 30 = Bullish/Oversold. Fully customizable colors and transparency. Automatic adjustment for dark or light chart themes. Toggle background coloring on or off in the settings. Concepts and Calculations Market breadth measures how many stocks are participating in a market move. The indicator uses predefined symbols showing the percentage of index constituents trading above their chosen moving average. A rising breadth line indicates strong participation, while a falling line signals weakness or narrowing leadership. How to Use Add the MomentumQ Breadth 2.0 to your TradingView chart. Open the settings panel. Select your preferred index and time period. Enable or disable background coloring as desired. Interpret the breadth readings: Above 70 = strong momentum (possible overbought), around 50 = neutral, below 30 = weak momentum (possible oversold). Why It’s Useful Shows market participation directly over price action. Covers four major indices and six time frames. Highlights sentiment transitions through color shading. Helps identify overbought, oversold, or neutral conditions quickly. Disclaimer The MomentumQ Breadth 2.0 is for analytical purposes only and does not guarantee profitability. All trading involves risk, and market conditions can change quickly. Always use appropriate risk management. Past performance does not guarantee future results. Thank You for Your Support This is a free tool created to help traders visualize market breadth with clarity and flexibility. Feedback and suggestions are welcome to guide future updates.
Pine Script® indicator
by MomentumQ
2-Min Strong Engulfing PatternTwo-Candle Engulfing Indicator (5-Minute Version) This TradingView indicator detects two-candle engulfing patterns on the 5-minute timeframe. It identifies bullish and bearish reversals by analyzing the last three candles: Bullish Engulfing: A green candle that fully engulfs the previous two red candles, signaling potential upward momentum. Bearish Engulfing: A red candle that fully engulfs the previous two green candles, signaling potential downward momentum. Features: Works on the 5-minute timeframe, even if the chart is set to a different timeframe. Plots green triangles below bullish engulfing candles and red triangles above bearish engulfing candles for easy visualization. Built-in alert conditions notify you immediately when a pattern occurs, allowing you to react in real-time. Lightweight and optimized for fast detection without affecting chart performance. Use Cases: Spot short-term reversal opportunities. Combine with other indicators or trading strategies to confirm trends. Receive alerts for potential entries or exits in day trading setups.
Pine Script® indicator
by mcdougall11
MINE CBPR Lite ✦MINE CBPR ✦ Lite is the prototype foundation of the MINE CBPR ✦ Pro — a streamlined, publicly available version built to introduce traders to the system’s advanced Channel Breakout and Pivot Reversal logic. It retains the essential structural detection engine of the Pro version while simplifying its layers, allowing anyone to experience precise market reversals without complex filters or heavy computation. Designed for clarity and accessibility, it provides actionable reversal insights across all markets — from crypto futures to indices and stocks. As the official prototype, MINE CBPR ✦ Lite represents the first step toward the full CBPR ✦ Pro experience. Test the Lite version, experience its structure, and take your trading further with the complete Pro edition. When you upgrade to MINE CBPR ✦ Pro, you’ll unlock twice the number of signals, enhanced structural intelligence, and exclusive features of the full CBPR system — all with permanent lifetime access to the indicator. Experience the complete power of CBPR ✦ Pro, built for precision, performance, and total market adaptability.
Pine Script® indicator
by CDKH_investments
Kalman Filter by TwisterTrades(1D + Body Condition) ## 🧭 **Kalman Filter (1D + Body Condition) This script implements a **true 1-dimensional Kalman Filter** applied to price data — not a simple moving average. The Kalman Filter is a **Bayesian optimal estimation algorithm**, designed to separate **market noise** from the **true underlying trend** by dynamically adapting its sensitivity at every new bar. Unlike **EMA**, **SMA**, or **VWAP**, which use fixed weighting formulas, the Kalman Filter **learns** how much to trust the current price based on how noisy and volatile the market is. The result is a **smoother and smarter curve** that follows the real market direction while rejecting random fluctuations. --- ### ⚙️ **How It Works** 1. **Prediction:** The filter assumes the trend continues (predicts the next value). 2. **Update:** It compares the prediction with the actual price and updates its estimate based on: * **Q (Process Noise):** how much the true trend can change. * **R (Measurement Noise):** how noisy or unreliable the current price is. 3. The **Kalman Gain (K)** adjusts automatically — it becomes more responsive when volatility increases and more stable when the market is calm. --- ### 🎯 **Signals Logic** The script generates **BUY** and **SELL** labels based on a combination of: * **Trend direction:** whether the Kalman line is turning up or down. * **Body confirmation:** the candle body closes entirely **above** or **below** the Kalman line. **🟩 BUY signal:** * Trend is turning bullish (line turning green). * Candle body closes fully **above** the Kalman line. **🟥 SELL signal:** * Trend is turning bearish (line turning red). * Candle body closes fully **below** the Kalman line. You can enable alerts for both conditions: ```text Kalman Filter: BUY signal detected (body above filter) Kalman Filter: SELL signal detected (body below filter) ``` --- ### 🔊 **Understanding Noise and Signals** * **Noise** refers to short-term, random fluctuations in price (e.g. stop-hunts, low-volume spikes, or microstructure volatility). * **Signal** refers to consistent, directional movement that carries information about the real trend. The Kalman Filter works as a **signal extractor** — removing meaningless movements while keeping true directional momentum. If the line is smooth and consistent, it means the market’s directional “signal” is clear. If the line oscillates frequently, it means **noise dominates** — and trading signals should be taken with caution. --- ### ⏱️ **Recommended Timeframes and Parameters** The strength of the filter depends on how noisy your timeframe is. Here’s how to adjust it for different use cases: | Purpose | Timeframe | Q (Process Noise) | R (Measurement Noise) | Description | | ----------------------------- | --------- | ----------------- | --------------------- | --------------------------------------- | | **Scalping / Microstructure** | 1m – 3m | 0.001 | 0.05 | Reacts faster, filters tick-level noise | | **Intraday Bias / Trend** | 5m – 15m | 0.0001 | 0.01 | Balanced reactivity and smoothness | | **Swing / Macro Bias** | 1H – 4H | 0.00001 | 0.001 | Very stable, great for clean trend bias | 💡 **Pro tip:** * If the filter lags too much → increase **Q** slightly. * If it reacts too much (too noisy) → increase **R** slightly. * Always backtest adjustments visually for your market’s volatility (e.g. XAU/USD or NAS100). --- ### 📈 **Comparison with Other Indicators** | Indicator | Adaptivity | Noise Filtering | Reactivity | Ideal Use | | -------------------- | ---------------- | --------------- | ------------- | ---------------------------- | | **SMA** | ❌ Fixed weights | ❌ Poor | ⚠️ Slow | Clean long trends | | **EMA** | ⚠️ Semi-adaptive | ⚠️ Medium | ✅ Fast | Intraday direction | | **VWAP** | ⚠️ Volume-based | ⚠️ Moderate | ✅ Good | Session-level bias | | **Kalman Filter 1D** | ✅ Fully adaptive | ✅ Excellent | ✅ Intelligent | Any noisy or volatile market | --- ### 📊 **Usage Tips** * Use the Kalman Filter as a **directional bias tool**, not a signal generator alone. * Combine it with **price action**, **volume**, or **market structure** to confirm entries. * Works exceptionally well on assets with **high noise and volatility** (e.g. XAU/USD, NASDAQ, BTCUSD). * You can use the Kalman line instead of EMA50 or EMA100 — it provides a cleaner trend estimate without lagging as much in choppy conditions. --- ### ⚠️ **Disclaimer** The Kalman Filter is not a predictive tool but a **state estimator** — it helps reveal the *true underlying direction* by filtering out noise. It should be used together with sound risk management and a clear trading plan.
Pine Script® indicator
by ItsTwisterTrades