VOID OCULUS MACHINE V8 – ASSASSIN MODEVOID OCULUS MACHINE V8 – ASSASSIN MODE
Version 8.0 | Pine Script v6
Purpose & Originality
VOID OCULUS MACHINE V8 – ASSASSIN MODE brings together four advanced trading filters—EMA crossovers, TRIX momentum, VWAP band positioning, and a proprietary “Predictive Cloud”—into a single, high-precision entry system. Rather than relying on any one signal, it calculates a confidence score combining trend, momentum, volume, and volatility cues, then triggers only the highest-probability setups once a user-defined threshold is met. This multi-layer architecture offers traders laser-focused entries (“Assassin Mode”) with built-in risk (stop) and reward (targets) visualization.
How It Works & Component Rationale
EMA Trend Alignment
Fast EMA (9) vs. Slow EMA (21): Captures short-term versus medium-term trend. A bullish bias requires EMA9 > EMA21, bearish bias EMA9 < EMA21.
TRIX Momentum Filter
A triple-smoothed EMA oscillator over 15 bars, expressed as a percentage change. Positive TRIX confirms upward momentum; negative TRIX confirms downward momentum.
Gaussian Noise Reduction
Dual 5-period EMA smoothing of price removes short-term noise, creating a “cloud base.” Entries only fire when price interacts favorably with this smoothed baseline.
VWAP Band Confirmation (Optional)
Calculates session VWAP ± one standard deviation over 20 bars, plotting upper/lower bands. Traders can require price to sit above/below VWAP mid for trend confirmation.
Predictive Cloud Overlay
A dynamic band (Gaussian ± ATR) forecasts a near-term “value zone.” Pullback and reversal entries can occur as price re-enters or breaks out of this cloud.
Confidence Scoring
Starts at 0 and adds:
+30 for EMA trend alignment (bull or bear)
+20 for volume spike (>20-bar SMA)
+20 for non-zero TRIX slope
+20 for ATR expansion (volatility ramping)
+10 if price is above or below VWAP mid (if VWAP filter is enabled)
Only fires signals when confidence ≥ 60% (configurable), ensuring multi-factor confluence.
Entry Type Differentiation
Breakout: Price pierces prior 10-bar high/low on volume and ATR expansion.
Pullback: Trend bias plus a crossover of price with EMA9.
Reversal: Price crosses back into the Predictive Cloud from outside, confirmed by VWAP cross.
Automated Trade Visualization
On each signal, clears previous objects, plots a “BUY (xx%) – ” or “SELL (xx%) – ” label, four tiered ATR-based targets (1×, 1.5×, 2×, 3.5×), and a stop-loss (ATR × 1.5).
Inputs & Customization
Input Description Default
Fast EMA Length for short-term trend EMA 9
Slow EMA Length for medium-term trend EMA 21
TRIX Length Period for triple-smoothed momentum oscillator 15
Stop Multiplier ATR multiple for stop-loss distance 1.5
Target Multiplier ATR multiple for first profit target 1.5
Enable VWAP Filter Require price alignment above/below VWAP mid On
Minimum Confidence Confidence % threshold to trigger a signal 60
Show Predictive Cloud Toggle the Gaussian ± ATR cloud on/off On
How to Use
Apply to Chart: Suitable on 5 m–1 h timeframes for swing entries.
Adjust Confidence & Filters: Raise the Minimum Confidence to tighten setups; disable VWAP filter for pure price/momentum plays.
Read Signals:
“BUY (75%) – Breakout” label means 75% confluence across filters, triggered by a breakout entry type.
Four colored horizontal lines mark TP1–TP4; a red line marks your stop.
Manage the Trade:
Use the plotted stop-loss line; scale out at targets or trail behind the Predictive Cloud.
Unique Value
VOID OCULUS MACHINE V8 stands out by quantifying multi-dimensional market context into a single confidence score and providing automated trade object plotting—no more manual target calculations or cluttered charts. Its “Assassin Mode” ensures only the most compelling setups trigger, saving traders time and reducing noise.
Disclaimer
This indicator is for educational purposes. Past performance does not guarantee future results. Always backtest across symbols/timeframes, combine with personal discretion, and apply strict risk management before trading live.
المستويات والنقاط المحورية
Zero Lag Liquidity [AlgoAlpha]🟠 OVERVIEW
This script plots liquidity zones with zero lag using lower-timeframe wick profiles and high-volume wicks to mark key price reactions. It’s called Zero Lag Liquidity because it captures significant liquidity imbalances in real time by processing lower-TF price-volume distributions directly inside the wick of abnormal candles. The tool builds a volume histogram inside long upper/lower wicks, then calculates a local Point of Control (POC) to mark the price where most volume occurred. These levels act as visual liquidity zones, which can trigger labels, break signals, and trend detection depending on price interaction.
🟠 CONCEPTS
The core concept relies on identifying high-volume candles with unusually long wicks—often a sign of opposing liquidity. When a large upper or lower wick appears with a strong volume spike, the script builds a histogram of lower-timeframe closes and volumes inside that wick. It bins the wick into segments, sums volume per bin, and finds the POC. This POC becomes the liquidity level. The script then dynamically tracks whether price breaks above or rejects off these levels, adjusts the active trend regime accordingly, and highlights bars to help users spot continuation or reversal behavior. The logic avoids repainting or subjective interpretation by using fixed thresholds and lower-TF price action.
🟠 FEATURES
Dynamic liquidity levels rendered at POC of significant wicks, colored by bullish/bearish direction.
Break detection that removes levels once price decisively crosses them twice in the same direction.
Rejection detection that plots ▲/▼ markers when price bounces off levels intrabar.
Volume labels for each level, shown either as raw volume or percentage of total level volume.
Candle coloring based on trend direction (break-dominant).
🟠 USAGE
Use this indicator to track where liquidity has most likely entered the market via abnormal wick events. When a long wick forms with high volume, the script looks inside it (using your chosen lower timeframe) and marks the most traded price within it. These levels can serve as expected reversal or breakout zones. Rejections are marked with small arrows, while breaks trigger trend shifts and remove the level. You can toggle trend coloring to see directional bias after a breakout. Use the wick multiplier to control how selective the detector is (higher = stricter). Alerts and label modes help customize the signal for different asset types and chart styles.
Liquidation Heatmap Proxy [victhoreb]Author: victhoreb
This script was inspired by the Coinglass indicator: www.coinglass.com
It divides each bar into subbars determined by the intrabar period. For each bar, it considers subbars with a positive OID (open interest delta) (if the user sets "Filter by Signal" to true, it only considers subbars with OID > 0 from a main bar that had a peak in open interest). In these subbars, it considers opened long/short positions based on the intrabar price movement and the dispersion factor (which becomes completely unnecessary if the user is using Intrabar Resolution in ticks; in this case, set the dispersion factor = 0).
After determining the opened long and short positions, it determines, based on the user-selected leverages, the liquidation level for each position. The width of each level is given by syminfo.mintick * scale. The script uses the intrabar OID from the previous step to store an estimate of the number of contracts to be liquidated at each level. This estimate is used to color the levels by order of magnitude.
If there is a subsequent increase in liquidations at a pre-existing level, the script accumulates the estimated number of contracts to be liquidated and repaints the level. A note about a visual limitation of the script is important: in Coinglass' version, when there is a subsequent increase in liquidations at a pre-existing level, Coinglass paints the level a brighter color ONLY from the moment of the increase—however, this script does not do this; it repaints the entire level with the brighter color. Note: While accurate, this script is only a proxy. Use at your own risk.
This script has alerts for when there is liquidation in the long or short direction.
ai quant oculusAI QUANT OCULUS
Version 1.0 | Pine Script v6
Purpose & Innovation
AI QUANT OCULUS integrates four distinct technical concepts—exponential trend filtering, adaptive smoothing, momentum oscillation, and Gaussian smoothing—into a single, cohesive system that delivers clear, objective buy and sell signals along with automatically plotted stop-loss and three profit-target levels. This mash-up goes beyond a simple EMA crossover or standalone TRIX oscillator by requiring confluence across trend, adaptive moving averages, momentum direction, and smoothed price action, reducing false triggers and focusing on high‐probability turning points.
How It Works & Why Its Components Matter
Trend Filter: EMA vs. Adaptive MA
EMA (20) measures the prevailing trend with fixed sensitivity.
Adaptive MA (also EMA-based, length 10) approximates a faster-responding moving average, standing in for a KAMA-style filter.
Bullish bias requires AMA > EMA; bearish bias requires AMA < EMA. This ensures signals align with both the underlying trend and a more nimble view of recent price action.
Momentum Confirmation: TRIX
Calculates a triple-smoothed EMA of price over TRIX Length (15), then converts it to a percentage rate-of-change oscillator.
Positive TRIX reinforces bullish entries; negative TRIX reinforces bearish entries. Using TRIX helps filter whipsaws by focusing on sustained momentum shifts.
Gaussian Price Smoother
Applies two back-to-back 5-period EMAs to the price (“gaussian” smoothing) to remove short-term noise.
Price above the smoothed line confirms strength for longs; below confirms weakness for shorts. This layer avoids entries on erratic spikes.
Confluence Signals
Buy Signal (isBull) fires only when:
AMA > EMA (trend alignment)
TRIX > 0 (momentum support)
Close > Gaussian (price strength)
Sell Signal (isBear) fires under the inverse conditions.
Requiring all three conditions simultaneously sharply reduces false triggers common to single-indicator systems.
Automatic Risk & Reward Plotting
On each new buy or sell signal (edge detection via not isBull or not isBear ), the script:
Stores entryPrice at the signal bar’s close.
Draws a stop-loss line at entry minus ATR(14) × Stop Multiplier (1.5) by default.
Plots three profit-target lines at entry plus ATR × Target Multiplier (1×, 1.5×, and 2×).
All previous labels and lines are deleted on each new signal, keeping the chart uncluttered and focusing only on the current trade.
Inputs & Customization
Input Description Default
EMA Length Period for the main trend EMA 20
Adaptive MA Length Period for the faster adaptive EM A substitute 10
TRIX Length Period for the triple-smoothed momentum oscillator 15
Dominant Cycle Length (Reserved) 40
Stop Multiplier ATR multiple for stop-loss distance 1.5
Target Multiplier ATR multiple for first profit target 1.5
Show Buy/Sell Signals Toggle on-chart labels for entry signals On
How to Use
Apply to Chart: Best on 15 m–1 h timeframes for swing entries or 5 m for agile scalps.
Wait for Full Confluence:
Look for the AMA to cross above/below the EMA and verify TRIX and Gaussian conditions on the same bar.
A bright “LONG” or “SHORT” label marks your entry.
Manage the Trade:
Place your stop where the red or green SL line appears.
Scale or exit at the three yellow TP1/TP2/TP3 lines, automatically drawn by volatility.
Repeat Cleanly: Each new signal clears prior annotations, ensuring you only track the active setup.
Why This Script Stands Out
Multi-Layer Confluence: Trend, momentum, and noise-reduction must all align, addressing the weaknesses of single-indicator strategies.
Automated Trade Management: No manual plotting—stop and target lines appear seamlessly with each signal.
Transparent & Customizable: All logic is open, adjustable, and clearly documented, allowing traders to tweak lengths and multipliers to suit different instruments.
Disclaimer
No indicator guarantees profit. Always backtest AI QUANT OCULUS extensively, combine its signals with your own analysis and risk controls, and practice sound money management before trading live.
CME Price Limit Danger Zone AlertThis indicator will calculate the CME 2% price limits determined by previous day close. It will also provide a visual warning if price has reached the limit.
Gold Killzone Bias Suite🟡 Gold Killzone Bias Suite
The Gold Killzone Bias Suite is an advanced institutional-grade tool designed to generate high-confidence directional bias for XAU/USD (Gold) during the London and New York killzones.
Built for traders using a structured, confluence-driven approach, this tool blends price action, smart money principles, momentum, and volume into a real-time bias engine with a clean, easy-to-read dashboard.
🔧 Key Features
🕰️ Session-Based Bias (London / New York)
Independent bias calculation per session
Killzone times customizable with timezone support
Background highlighting (blue/red) for each session
📊 VWAP Engine
Reclaim & rejection detection
VWAP deviation alerts
Daily HTF VWAP integration
Score impact based on VWAP behaviour
📉 Market Structure (CHoCH / BOS)
Detects swing highs/lows
Labels bullish/bearish CHoCHs
Structure score contributes to session bias
💧 Liquidity Grabs
Detects stop hunts above highs / below lows
Confirms with candle rejection (body % filter)
Plots labels and adds to bias scoring
⚡ Momentum Filters
RSI: Bullish >55, Bearish <45
MACD: Histogram + Signal Line crossovers
Combined momentum score used in bias
🧠 Smart Money Proximity
Optional FVG/OB score toggle (placeholder for custom logic)
Adds static confluence for proximity-based setups
⏫ Higher Time Frame Context
Daily VWAP comparison
4H high/low structure breaks
Adds trend score to current session bias
🧠 How Bias Works
The suite uses a scoring model. Each confluence adds or subtracts points:
VWAP reclaim/reject: ±30
CHoCH/BOS: ±30
Liquidity grab: ±20
RSI/MACD: ±10
FVG/OB Proximity: +10
Daily VWAP trend: ±10
H4 Trend Break: ±10
Final Bias:
Bullish if score ≥ +20
Bearish if score ≤ -20
Neutral if between -19 and +19
A confidence % (capped at 100) is also shown, along with the contributing confluences (VWAP, Structure, Liquidity, etc.).
📋 Dashboard
A real-time dashboard shows for each session:
Session name and time
Bias (Bullish / Bearish / Neutral)
Confidence (%)
Confluences used
Position can be moved (Top Left, Top Right, etc.). Designed to be unobtrusive yet informative.
🧪 Best Practices
Use on 15m / 5m charts for intraday setups
Confirm with D1 or H4 structure for directional context
Combine with OB/FVG zones or SMT for entries
Use Trading View alerts for bias flips or liquidity grabs (custom logic can be added)
Bar Replay compatible for back testing and journaling bias shifts
🔐 Notes
Does not generate trade signals or alerts by default
Focused on bias generation and confluence stacking
Compatible with funded account trading models
📈 Built for traders who want a systematic, score-based approach to identifying directional edge in high-volume gold sessions.
Dynamic 50% Line [Daily and Weekly Range]This indicator automatically plots the 50% retracement level (midpoint) of the daily and weekly trading ranges. It helps traders identify key support/resistance zones where price may react, offering insights into potential reversal or continuation areas.
Auction Market Theory & the 50% Level
At its core, this indicator is built on Auction Market Theory (AMT), which views price movement as an ongoing auction process where buyers and sellers compete to establish value. The 50% midpoint represents fair value—the equilibrium where price is most likely to balance before continuing its trend or reversing.
When price deviates too far from this level, it often returns to balance (mean reversion) or accepts new value (breakout). By tracking the daily and weekly 50% lines, traders can:
Identify high-probability reversal zones (where price may reject fair value).
Spot trend continuation areas (where price accepts higher/lower value).
Align with institutional order flow, as large players often use these levels for execution.
This makes the indicator particularly powerful for traders who follow volume profile, order flow, or ICT concepts, as it visually maps the market’s ongoing auction process.
Features:
✅ Automated Daily & Weekly Midpoints – Calculates the 50% level from the high/low of each session.
✅ Customizable Line Styles – Choose between solid, dotted, or dashed lines for better visibility.
✅ Clear Labeling – Optional text labels show "50% Level" or custom text at your preferred position (left, middle, or right).
✅ Flexible Styling – Adjust line colors, thickness, and text size to match your chart theme.
How It Works:
Daily 50% Line: Resets at 6 PM NY time (new trading day).
Weekly 50% Line: Resets on Sunday at 6 PM NY time (new trading week).
The midpoint is calculated as:
(High + Low) / 2
Lines extend 500 bars forward for easy visibility.
Why Use This Indicator?
Unlike static Fibonacci tools, this dynamic indicator auto-updates the 50% level as new highs/lows form, saving time and improving accuracy. Whether you trade forex, stocks, or crypto, these levels often act as strong magnets for price action.
Daily Pivot Points + R1 S1 R2 S2 with PricesThis indicator automatically plots daily pivot points (PP) along with the first and second resistance (R1, R2) and support (S1, S2) levels on your chart. Each level is clearly labeled with its price, making it easy to identify key areas for potential reversals or breakouts. Perfect for day traders and swing traders looking for reliable intraday support and resistance zones.
Daily Levels3 simple daily levels
Todays Open will label any historical points an yesterdays close
There are plenty of these available but they all seemed overly complex so I adapted this to suit my needs
This indicator plots customizable daily session levels (Today's Open, Previous High/Low/Close) on intraday charts, with options for historical days back, session start/close times, labels, colours, and visibility. Ideal for forex and stock traders analysing prior sessions.
Monthly Open Lines (Historical, Accurate)📝 Description:
This indicator plots horizontal lines at every monthly open across the entire chart, helping traders easily identify key support/resistance levels based on the start of each month.
✅ Accurately tracks all historical monthly opens
✅ Lines extend fully across the screen (like regular horizontal lines)
✅ Black lines for clean, minimal visual impact
✅ Works on any timeframe (intraday, daily, etc.)
📊 Ideal For:
Price action traders
Support/resistance mapping
Monthly level breakout strategies
Institutional order flow tracking
First week high/low of the monthThis is a simple indicator that draws two customizable horizontal lines representing the first week of the month.
Smart Money Footprint & MM Pattern Detector📊 Smart Money Footprint & MM Pattern Detector by @darshakssc is a technical analysis tool designed to help traders visually identify potential high-volume activity, key swing points, and possible Market Maker (MM) patterns on their charts.
This script is not a buy/sell signal generator. Instead, it offers a visual framework to better understand market behavior, so traders can make their own well-informed decisions.
🔍 Key Features
✔️ Volume Analysis — Detects high-volume conditions relative to a moving average threshold.
✔️ Swing Point Detection — Highlights potential swing highs and swing lows for structure analysis.
✔️ Market Maker Pattern Detection — Identifies possible bullish or bearish MM footprints based on price action and volume behavior.
✔️ Customizable Dashboard — Clean, visual dashboard showing volume status, swing state, and pattern status at a glance.
✔️ Dark & Light Mode — Easily switch between a dark or light theme for better chart visibility.
✔️ Alerts — Optional alerts when swing points or MM patterns are detected.
🎯 How to Use
✔️ Add the indicator to your chart.
✔️ Adjust the Volume MA and Threshold to match your preferred market and timeframe.
✔️ Use the dashboard as a quick-reference visual guide.
✔️ Combine with your own strategy, risk management, and other forms of analysis.
⚠️ Disclaimer
This tool is provided for educational and informational purposes only. It does not constitute financial advice or a trading recommendation. Trading involves risk, and past performance does not guarantee future results. Always perform your own due diligence and use appropriate risk management.
ZKThe indicator checks the price entry into the 0.618-0.786 zone to the Fibonacci lines and gives a buy signal at the exit
Cross-Symbol Price LevelsThis script enables you to map given price levels from a source symbol to the chart symbol. Originally intended for drawing Gamma Exposure levels from SPY onto ES and SPX.
Note that it uses the opening bar of the regular session to calculate the price conversion ratio.
(Developed with ChatGPT)
Cryptokazancev Strategy PackCryptokazancev Strategy Pack
Комплексный инструмент для анализа рыночной структуры / Comprehensive Market Structure Analysis Tool
🇷🇺 Описание на русском
Cryptokazancev Strategy Pack by ZeeZeeMon - это мощный набор инструментов для технического анализа, включающий:
• Ордерблоки (Order Blocks) с настройкой количества и цветов
• Пивоты (Pivot Points) различных таймфреймов
• Рыночную структуру с зонами Фибоначчи (0.618, 0.786)
• Разворотные конструкции (пинбары и поглощения)
• Зоны интереса на основе скопления свингов
📊 Основные функции:
1. Ордерблоки
- Автоматическое определение бычьих/медвежьих OB
- Настройка максимального количества блоков (до 30)
- Кастомизация цветов
2. Пивоты
- Поддержка таймфреймов: Дневные/Недельные/Месячные/Квартальные/Годовые
- Уровни Camarilla (P, R1-R4, S1-S4)
3. Рыночная структура
- Четкое определение тренда (UP/DOWN)
- Ключевые уровни Фибо (0.618 и 0.786)
- Настройка глубины анализа (10-1000 баров)
4. Разворотные конструкции
- Обнаружение пинбаров
- Обнаружение поглощений
- Настройка чувствительности
5. Зоны интереса
- Алгоритм кластеризации свингов
- Настройка через ATR-мультипликатор
- Лимит отображаемых зон
🇬🇧 English Description
ZeeZeeMon Pack is a comprehensive market analysis toolkit featuring:
• Order Blocks with customizable count and colors
• Pivot Points for multiple timeframes
• Market Structure with Fibonacci zones
• Reversal patterns (pinbars and engulfings)
• Interest Zones based on swing clustering
📊 Key Features:
1. Order Blocks
- Auto-detection of bullish/bearish OB
- Configurable max blocks (up to 30)
- Custom color schemes
2. Pivot Points
- Supports: Daily/Weekly/Monthly/Quarterly/Yearly
- Camarilla levels (P, R1-R4, S1-S4)
3. Market Structure
- Clear trend detection (UP/DOWN)
- Key Fibonacci levels (0.618 & 0.786)
- Adjustable analysis depth (10-1000 bars)
4. Reversal Patterns
- Smart pinbar detection
- ATR-based engulfing filter
- Sensitivity adjustment
5. Interest Zones
- Swing clustering algorithm
- ATR-multiplier configuration
- Display limit (up to 10 zones)
⚙️ Technical Highlights:
• Built with Pine Script v5
• Performance-optimized
• Well-commented code
• Flexible settings system
⚠️ Важно / Important:
Индикатор в бета-версии. Тестируйте перед использованием в реальной торговле.
This is BETA version. Please test before live trading.
💬 Поддержка / Support:
Комментарии к скрипту / Script comments section
Previous Levels by HAZEDPrevious Day/Week/Month High/Low Levels with 50% Equilibrium
🎯 Key Features:
- Previous Period Levels: Automatically plots previous Day, Week, and Month highs and lows
- 50% Equilibrium Zones: Shows the midpoint between each period's high and low
- Precise Line Placement: Lines start from the exact bar where the high/low occurred (not period beginning)
- Clean Visual Design: Solid lines for key levels, semi-transparent for equilibrium zones
- Customizable Display: Toggle each timeframe independently with custom colors and styles
📊 How It Works:
The indicator identifies the previous period's high and low points, then draws horizontal lines starting from the exact time those levels were created. The 50% equilibrium levels mark the midpoint between each period's range, providing additional support/resistance reference points.
⚙️ Settings:
- Timeframe Controls: Enable/disable Daily, Weekly, Monthly levels
- Line Styles: Choose between solid, dashed, or dotted lines
- Color Customization: Set individual colors for each timeframe
- Label Options: Show/hide price values, adjust label size
- 50% Levels: Toggle equilibrium zones with semi-transparent styling
💡 Trading Applications:
- Support & Resistance: Previous highs/lows act as key S/R levels
- Breakout Trading: Monitor price action around these critical levels
- Mean Reversion: 50% equilibrium zones often act as magnet levels
- Multi-Timeframe Analysis: See how different timeframe levels interact
🔧 Technical Notes:
- Lines extend to the right for future reference
- Only shows levels when chart timeframe is equal or lower than the level timeframe
- Uses precise historical data to ensure accurate line placement
- Optimized for performance with clean code structure
Perfect for swing traders, day traders, and anyone using support/resistance analysis!
Feel free to leave feedback and suggestions for future updates!
Fibonacci Pivot Levels ( Daily ) AdvancedIt shows Tommorrow's Fibonacci Pivot levels as well in Advance. It uses daily time frame.
ICT Opening Gaps & EHPDA [LuxAlgo Modified]Modified version of LuxAlgo's original opening gap indicator to include NMOGs and NYOGs
Зміщена MA з урахуванням волатильності (ATR)This is an experimental script designed to mark potential entry points for spot or long futures trades.
It uses a moving average (SMA or EMA) that is dynamically shifted downward based on current ATR (volatility). When the price crosses above this adjusted MA, a potential long entry signal is generated.
A stoploss line is plotted below the adjusted MA — offset
Lorentzian Key Support and Resistance Level Detector [mishy]🧮 Lorentzian Key S/R Levels Detector
Advanced Support & Resistance Detection Using Mathematical Clustering
The Problem
Traditional S/R indicators fail because they're either subjective (manual lines), rigid (fixed pivots), or break when price spikes occur. Most importantly, they don't tell you where prices actually spend time, just where they touched briefly.
The Solution: Lorentzian Distance Clustering
This indicator introduces a novel approach by using Lorentzian distance instead of traditional Euclidean distance for clustering. This is groundbreaking for financial data analysis.
Data Points Clustering:
🔬 Why Euclidean Distance Fails in Trading
Traditional K-means uses Euclidean distance:
• Formula: distance = (price_A - price_B)²
• Problem: Squaring amplifies differences exponentially
• Real impact: One 5% price spike has 25x more influence than a 1% move
• Result: Clusters get pulled toward outliers, missing real support/resistance zones
Example scenario:
Prices: ← flash spike
Euclidean: Centroid gets dragged toward 150
Actual S/R zone: Around 100 (where prices actually trade)
⚡ Lorentzian Distance: The Game Changer
Our approach uses Lorentzian distance:
• Formula: distance = log(1 + (price_difference)² / σ²)
• Breakthrough: Logarithmic compression keeps outliers in check
• Real impact: Large moves still matter, but don't dominate
• Result: Clusters focus on where prices actually spend time
Same example with Lorentzian:
Prices: ← flash spike
Lorentzian: Centroid stays near 100 (real trading zone)
Outlier (150): Acknowledged but not dominant
🧠 Adaptive Intelligence
The σ parameter isn't fixed,it's calculated from market disturbance/entropy:
• High volatility: σ increases, making algorithm more tolerant of large moves
• Low volatility: σ decreases, making algorithm more sensitive to small changes
• Self-calibrating: Adapts to any instrument or market condition automatically
Why this matters: Traditional methods treat a 2% move the same whether it's in a calm or volatile market. Lorentzian adapts the sensitivity based on current market behavior.
🎯 Automatic K-Selection (Elbow Method)
Instead of guessing how many S/R levels to draw, the indicator:
• Tests 2-6 clusters and calculates WCSS (tightness measure)
• Finds the "elbow" - where adding more clusters stops helping much
• Uses sharpness calculation to pick the optimal number automatically
Result: Perfect balance between detail and clarity.
How It Works
1. Collect recent closing prices
2. Calculate entropy to adapt to current market volatility
3. Cluster prices using Lorentzian K-means algorithm
4. Auto-select optimal cluster count via statistical analysis
5. Draw levels at cluster centers with deviation bands
📊 Manual K-Selection Guide (Using WCSS & Sharpness Analysis)
When you disable auto-selection, use both WCSS and Sharpness metrics from the analysis table to choose manually:
What WCSS tells you:
• Lower WCSS = tighter clusters = better S/R levels
• Higher WCSS = scattered clusters = weaker levels
What Sharpness tells you:
• Higher positive values = optimal elbow point = best K choice
• Lower/negative values = poor elbow definition = avoid this K
• Measures the "sharpness" of the WCSS curve drop-off
Decision strategy using both metrics:
K=2: WCSS = 150.42 | Sharpness = - | Selected =
K=3: WCSS = 89.15 | Sharpness = 22.04 | Selected = ✓ ← Best choice
K=4: WCSS = 76.23 | Sharpness = 1.89 | Selected =
K=5: WCSS = 73.91 | Sharpness = 1.43 | Selected =
Quick decision rules:
• Pick K with highest positive Sharpness (indicates optimal elbow)
• Confirm with significant WCSS drop (30%+ reduction is good)
• Avoid K values with negative or very low Sharpness (<1.0)
• K=3 above shows: Big WCSS drop (41%) + High Sharpness (22.04) = Perfect choice
Why this works:
The algorithm finds the "elbow" where adding more clusters stops being useful. High Sharpness pinpoints this elbow mathematically, while WCSS confirms the clustering quality.
Elbow Method Visualization:
Traditional clustering problems:
❌ Price spikes distort results
❌ Fixed parameters don't adapt
❌ Manual tuning is subjective
❌ No way to validate choices
Lorentzian solution:
☑️ Outlier-resistant distance metric
☑️ Entropy-based adaptation to volatility
☑️ Automatic optimal K selection
☑️ Statistical validation via WCSS & Sharpness
Features
Visual:
• Color-coded levels (red=highest resistance, green=lowest support)
• Optional deviation bands showing cluster spread
• Strength scores on labels: Each cluster shows a reliability score.
• Higher scores (0.8+) = very strong S/R levels with tight price clustering
• Lower scores (0.6-0.7) = weaker levels, use with caution
• Based on cluster tightness and data point density
• Clean line extensions and labels
Analytics:
• WCSS analysis table showing why K was chosen
• Cluster metrics and statistics
• Real-time entropy monitoring
Control:
• Auto/manual K selection toggle
• Customizable sample size (20-500 bars)
• Show/hide bands and metrics tables
The Result
You get mathematically validated S/R levels that focus on where prices actually cluster, not where they randomly spiked. The algorithm adapts to market conditions and removes guesswork from level selection.
Best for: Traders who want objective, data-driven S/R levels without manual chart analysis.
Credits: This script is for educational purposes and is inspired by the work of @ThinkLogicAI and an amazing mentor @DskyzInvestments . It demonstrates how Lorentzian geometrical concepts can be applied not only in ML classification but also quite elegantly in clustering.
Auto-Pivot Levels with Alerts and 4 methods [ChartWhizzperer]🚀 Auto-Pivot Levels – Dynamic Edition
Now with
Live Mode,
4 Pivot Methods
PineConnector-Ready Alerts!
Free, Open Source, Pine Script v6-compliant.
🟢 NEW: Live Mode (Ultra-Dynamic, Repainting) – Switchable in UI!
Instantly switch between Classic (session-based, repaint-free) and Live (rolling window, real-time, repainting) using the simple checkbox in the settings!
Live Mode recalculates all pivots on every tick/bar, using the current high/low/close for the chosen session (daily, weekly, monthly).
Perfect for:
Scalping and high-frequency trading
Real-time bot/automation setups (PineConnector-ready)
Fast-moving or breakout markets
Classic Mode: For traditional, stable levels based on confirmed session data – ideal for backtesting and trading history.
📊 Four Calculation Methods (Choose What Fits YOU):
1️⃣ Classic
Standard pivot calculation.
Based on previous session’s High, Low, Close.
Simple, proven, and suitable for any asset.
2️⃣ Fibonacci
Projects levels using Fibonacci ratios of the prior session’s range.
Great for traders who want to align pivots with fib retracements and extensions.
3️⃣ Camarilla
Uses unique multipliers for support/resistance, focusing on mean reversion and volatility.
Popular among futures and forex day traders.
4️⃣ Woodie
Puts extra weight on previous Close for more responsive pivots.
Often used in trending or choppy conditions.
Switch methods anytime in the UI – the script recalculates instantly and keeps your chart clean!
🔔 Level-Specific Alerts – PineConnector Ready!
Dedicated alert for EVERY level and direction (Up/Down):
Pivot (P), R1, R2, R3, S1, S2, S3
No configuration hassle:
All alerts are pre-defined in the TradingView Alert Panel.
Machine-readable message format:
PIVOT=R1 DIR=UP SYMBOL={{ticker}} PRICE={{close}}
Direct plug-and-play with PineConnector, webhooks, Discord, Telegram, bots, and other automation tools.
Never miss a breakout, reversal, or key support/resistance touch.
🛠 Powerful Customization & Performance
Session selection: Daily, Weekly, Monthly (choose what suits your trading style).
Show/hide any level (Pivot, R1–R3, S1–S3) for minimal chart clutter.
Color selection for each level to match your theme or highlight key pivots.
Auto-cleanup: Old lines and labels are cleared on every recalculation or session change for maximum performance and visual clarity.
Zero runtime errors: Strict Pine Script v6 practices for stability.
💡 How To Use – Quick Start
Add the indicator to your TradingView chart.
Pick your calculation method (Classic, Fibonacci, Camarilla, Woodie).
Set session type (Daily, Weekly, Monthly).
Switch between Classic and Live Mode with a single click in settings.
Customize your levels (on/off, colors).
Open the Alert Panel, select any pre-configured alert (e.g. "R2 Cross Down"), and go live!
Connect with PineConnector or any webhook system instantly using the pre-formatted alert messages.
🤖 Who Is It For?
Active scalpers & bot traders: Live Mode + PineConnector-ready alerts = instant, automated reactions.
Swing and position traders: Use Classic Mode for stable, repaint-free levels.
Strategy developers: Seamless integration into automated and manual trading workflows.
🏷 License & Community
Open Source, Non-Commercial:
Free for personal & educational use under CC BY-NC-SA 4.0.
Feedback, bug reports & ideas:
Drop a comment, or contact me for feature requests.
Trade smart. Trade dynamic. Unlock the true power of pivots – with ChartWhizzperer !
