ChunkbrAI-NN INDIChunkbrAI-NN INDI: The Neural Network Odyssey
A Native Pine Script Neural Network Research Engine
Welcome to ChunkbrAI-NN 5.3. This is not a standard technical indicator; it is a proof-of-concept Artificial Intelligence engine built entirely from scratch within Pine Script.
Neural Networks typically require iterating over massive datasets, a task that usually times out on TradingView. ChunkbrAI solves this by introducing a novel "Chunking Architecture"—a system that breaks history into digestible learning blocks and trains a Multilayer Perceptron (MLP) using a "Chunking" approach.
It features a living ecosystem where neurons have "genes," grow mature, and adapt to market regimes using a highly sophisticated Context-Aware normalization engine.
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The Core Concept: "The Time Wheel"
To bypass Pine Script's execution limits, this script does not train linearly from the beginning of time. Instead, it operates like a spinning wheel of experience.
* The Chunk System: On every bar update, the engine reaches back into history (up to 5000 bars) and grabs random or sequential "Chunks" of data. It treats these chunks as isolated training samples.
* Experience Replay: By constantly revisiting past market scenarios (Chunks), the network slowly converges its weights, learning to recognize patterns across different eras of price action.
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Architecture & Modules
A. The Neural Core (MLP)
At the heart is a raw neural network built with arrays:
* Topology: A dense network with a customizable Hidden Layer (Default: 60 Neurons).
* Timewarp (Stride): When enabled, the network uses "dilated" inputs (skipping bars, e.g., 1, 3, 5...). This increases the network's Field of View without increasing computational load.
* Forecasting: The network outputs a standardized prediction which is then de-normalized to project the future price path on your chart.
B. The Context System (The "Eyes")
Raw prices confuse neural networks. A $1000 move in Bitcoin is massive in 2016 but noise in 2024. ChunkbrAI uses a relativistic Context System:
* Regime Detection: It uses a Zero-Lag Moving Average (ZLMA) and Non-Linear Regression to measure the current market "Vibe" (Volatility & Trend).
* Dynamic Normalization: The inputs are scaled based on this context. If the market is volatile, the data is compressed; if calm, it is expanded. This ensures the brain receives consistent signal patterns regardless of the absolute price.
C. The Gene System (Neuro-Plasticity)
This is the experimental "biology" layer. Neurons are not just static math; they have life cycles.
* Maturity: Neurons start "Young" (highly plastic, high mutation rate). As they successfully reduce error, they become "Wise" (stable, low mutation).
* Mutation: If a "Wise" neuron begins failing (high error), it is demoted and forced to mutate. This allows the brain to "forget" obsolete behaviors and adapt to new market paradigms automatically.
* Profiles: You can initialize the brain with different personalities (e.g., Dreamer, Young Chaos, Zen Monk).
D. The Brain Scheduler (Adaptive Learning)
A static Learning Rate (LR) is inefficient. The Brain Scheduler acts as the heartbeat:
* Panic vs. Flow: It monitors the derivative of the error. If the error spikes (Panic), the Scheduler slows down learning to prevent the model from exploding. If the error smooths out (Flow), it accelerates learning (Infinite LR Mode).
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Forecasting Modes
The script provides two distinct ways to visualize the future:
1. Direct Projection (Green Line):
The network takes the current window of price action and predicts the immediate next step. If Timewarp is active, it interpolates the result to draw a smooth curve.
2. Autoregression (Cyan Line):
Available in "Auto" mode. The network feeds its *own* predictions back into itself as inputs to generate multi-step forecasts.
* Wave Segmentation: The script intelligently guesses the current market cycle length and attempts to project that specific duration forward.
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Operation Manual
The script has two distinct training loops: first, when you add it to a chart, Pine runs through the available historical bars once, and this initial history pass is the main training phase where the network iterates chunk-by-chunk using your configured chunk count/iterations (e.g., if chunk count is 3, it performs 3 chunk updates per step), but pushing chunk count, iterations, or model sizing too high can hit Pine’s execution limits; after that, once real-time candles start printing, the script can either keep training (weights continue updating) or freeze the weights and run inference only, producing predictions from the learned parameters, and if live training is enabled it can also simulate “bars-back” style training during live mode by iterating across prior bars as if doing another history pass—which again can run into limits if chunks/iterations/sizing are too heavy—so when changing parameters to evaluate behavior you change them carefully and individually, because multiple simultaneous increases make it hard to attribute effects and can more easily trigger those execution constraints.
Weight Persistence (Save/Load):
Pine Script can’t write files or persist weights directly, so ChunkbrAI uses a library-based workaround that’s honestly tricky and kind of a pain: you enable the weight-export alerts so the script emits the weights (W1/W2/biases etc.) as text, and those payloads are chunked as well; then, outside TradingView, I use a separate Python script to parse the alert emails, reconstruct and format the chunked weights properly, and generate the corresponding library code files; after that, the libraries have to be published/updated, and only then can the main script “restore” by reading the published lib constants on chart load, effectively starting with the pre-trained weights instead of relying purely on the fresh history-run training pass. I don’t recommend this process unless you really have to—it’s fragile and high-effort—but until TradingView implements some simple built-in data storage for scripts, it’s basically the only practical way to save and reload your models.
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Limitations & Notes
* Calculation Limits: This script pushes Pine Script to its absolute edge. If you increase Chunk Size or Hidden Size too much, you WILL hit execution limits. Use the defaults as a baseline.
* Non-Deterministic: Because the "Wheel" picks random chunks for training, two instances of this script might evolve slightly different brains unless you use the Restore Weights feature.
* Experimental: This is a research tool designed to explore Neural Networks and Genetic Algorithms on the chart. Treat it as an educational engine, not financial advice.
Credits: Concept and Engineering by funkybrown.
Analisis Trend
ATR Deviation Sigmoid Oscillator# ATR Sigmoid Volatility Regime Oscillator
## What This Indicator Does
The **ATR Sigmoid Volatility Regime Oscillator** is a volatility-regime detection tool designed to answer a single, critical question:
> *Is the market currently in a low-volatility or high-volatility regime—relative to its own recent behavior?*
Instead of using raw volatility values, this indicator **contextualizes volatility** by comparing the current ATR (Average True Range) to its own historical baseline and then mapping that deviation into a bounded, interpretable scale.
---
## How It Works (Conceptual)
1. **ATR Calculation**
The indicator starts with the standard ATR, which measures market volatility without direction.
2. **Baseline via EMA**
An EMA of ATR is used as a dynamic volatility baseline. This adapts to changing market conditions instead of relying on static thresholds.
3. **Relative Deviation**
The difference between ATR and its EMA represents how "unusual" current volatility is relative to its recent history.
4. **Normalization**
This deviation is normalized using ATR’s own dispersion, ensuring comparability across assets and timeframes.
5. **Sigmoid Transformation (0–100)**
A sigmoid function maps the normalized value into a **bounded 0–100 oscillator**, producing:
* Stability at extremes
* Smooth regime transitions
* No unbounded spikes
---
## How to Read the Oscillator
* **Above 50 (Green)**
High-volatility regime. Momentum strategies, breakout logic, and wider risk parameters tend to perform better.
* **Below 50 (Red)**
Low-volatility regime. Mean-reversion, range trading, and tighter risk controls are generally more appropriate.
* **The 50 Level**
Acts as a *volatility regime boundary*, not a buy/sell signal.
This indicator is **not directional**. It is a *context filter*.
---
## What This Indicator Is Best Used For
* Enabling/disabling strategies based on volatility regime
* Filtering false signals in low-volatility environments
* Position sizing and stop-distance adaptation
* Multi-asset volatility comparison using a common scale
---
## What This Indicator Is NOT
* ❌ Not a buy or sell signal
* ❌ Not a trend indicator
* ❌ Not predictive on its own
It is designed to be used **in combination with price, trend, or momentum logic**.
---
## Disclaimer
This indicator is provided for **educational and informational purposes only**.
It does not constitute financial advice, investment recommendations, or an offer to buy or sell any financial instrument. Trading involves risk, and past performance does not guarantee future results.
You are solely responsible for any trading decisions you make using this tool.
---
## Like This Indicator?
If you find this volatility regime tool useful:
* ⭐ **Add it to your favorites**
* 💬 **Leave a comment or feedback** — suggestions are welcome
* 👤 **Follow for future updates and new quantitative tools**
Your support helps improve and refine this work.
---
*Designed with a quantitative, regime-based approach to market analysis.*
Advanced MTF EMA Analyzer - Real-Time HTF📊 ADVANCED MTF EMA ANALYZER - REAL-TIME HTF
🎯 WHAT IS THIS INDICATOR?
This advanced multi-timeframe EMA indicator displays up to 9 different timeframe EMAs on a single chart with smooth, real-time updating lines. Unlike traditional MTF indicators that show stepped/choppy lines, this analyzer provides fluid, continuously updating EMA lines by calculating them at your current timeframe resolution.
✨ KEY FEATURES
• 9 TIMEFRAME SUPPORT: Track EMAs across 15m, 30m, 1h, 2h, 4h, 6h, 8h, 12h, and 1D
• SMOOTH LINES: No more stepped/choppy higher timeframe lines - every candle updates smoothly
• REAL-TIME CALCULATION: Uses lookahead methodology to provide live HTF data on lower timeframes
• CUSTOMIZABLE EMA PERIOD: Choose any EMA length (default: 200)
• DISTANCE TABLE: Shows exact distance from price to each EMA in percentage terms
• SELECTIVE DISPLAY: Toggle any timeframe on/off individually
• COLOR-CODED: Each timeframe has a unique color for easy identification
🔧 HOW IT WORKS
The indicator fetches close prices from higher timeframes and applies EMA calculation on your current timeframe. For example, when viewing a 5-minute chart:
- 1 hour = 12 candles of 5m data
- 4 hours = 48 candles of 5m data
- Each 5m candle recalculates the EMA, creating smooth, fluid lines
This approach eliminates the traditional "stepped" appearance of higher timeframe indicators while maintaining accurate trend representation.
📋 DASHBOARD INFORMATION
The built-in table displays:
- Current price
- EMA values for each selected timeframe
- Percentage distance from price to each EMA
- Green (above EMA) / Red (below EMA) color coding
🎨 COLOR SCHEME
White: Current Timeframe | Yellow: 15m | Orange: 30m
Blue: 1h | Light Blue: 2h | Purple: 4h
Pink: 6h | Dark Purple: 8h | Dark Orange: 12h
Red: 1 Day
💡 BEST USE CASES
✓ Identifying multi-timeframe trend alignment
✓ Finding dynamic support/resistance levels
✓ Spotting trend strength across different periods
✓ Making better entry/exit decisions based on multiple timeframes
✓ Ideal for 5-minute charts with higher timeframe context
⚠️ DISCLAIMER
This indicator is for educational and informational purposes only. It should not be considered financial advice. Trading involves substantial risk of loss and is not suitable for everyone. Past performance does not guarantee future results. The use of "lookahead" functionality means this indicator may repaint historical values. Always perform your own analysis and consult with a qualified financial advisor before making trading decisions.
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👍 DID YOU FIND THIS USEFUL?
If this indicator helps your trading analysis, please consider:
⭐ LIKE this indicator
💬 LEAVE A COMMENT with your feedback
👥 FOLLOW for more quality indicators and updates
📧 CONTACT for suggestions, bug reports, or feature requests
Your support and feedback help improve this tool for the entire community!
═══════════════════════════════════════════════════════════════
📌 VERSION: 1.0
📅 RELEASE: 2026
🔄 UPDATES: Follow for notifications on new features and improvements
Thank you for using Advanced MTF EMA Analyzer!
KASTE Buy & SellThis indicator works like a **MACD-based momentum tool**.
It calculates the difference between a fast and a slow moving average (MACD line) and smooths it with a signal line.
* A **Buy signal** appears when the MACD line crosses **above** the signal line, indicating rising bullish momentum.
* A **Sell signal** appears when the MACD line crosses **below** the signal line, indicating increasing bearish momentum.
The histogram visualizes momentum strength: green bars show bullish momentum and red bars show bearish momentum.
Ichimoku Cloud Laboratory [DAFE]Ichimoku Cloud Laboratory : The Ultimate All-In-One Trend & Equilibrium Engine
50+ Cloud Engines. Multi-Cloud Architecture. Advanced Signal Filtering. This is Not Just Ichimoku. This is the Evolution of Market Equilibrium.
█ PHILOSOPHY: BEYOND THE CLOUD, INTO THE LABORATORY
The Ichimoku Kinko Hyo is more than an indicator; it is a complete trading philosophy, a masterpiece of market analysis that provides an "at-a-glance" view of trend, momentum, and equilibrium. However, its core calculation—the simple midpoint of the high and low—was conceived in a pre-computer era. While brilliant, it is blind to the modern market's most critical force: the nuanced character of volume, volatility, and microstructure.
The Ichimoku Cloud Laboratory was not created to be another Ichimoku clone. It was engineered to be the definitive evolution of Goichi Hosoda's original vision. This is not just an indicator; it is a powerful, interactive research environment. It is a laboratory where you, the trader, can move beyond the static "one-size-fits-all" approach and forge an Ichimoku system that is perfectly synchronized with the unique physics of your market, timeframe, and analytical style.
We have deconstructed the very DNA of the Cloud, replacing its rigid 1930s-era calculation with a library of over 50 distinct, mathematically diverse calculation engines . From classical moving averages and advanced DSP filters to proprietary DAFE quantum models, this suite provides an unparalleled arsenal for visualizing the true, underlying architecture of market equilibrium.
█ WHAT MAKES THIS A "LABORATORY"? THE CORE INNOVATIONS
This tool stands in a class of its own. It is a collection of what could be 50 separate indicators, all seamlessly integrated into one powerful, unified engine.
The 50+ Algorithm Engine: This is the heart of the Laboratory. You are no longer bound by the simple Donchian midpoint. You can now swap the core calculation engine of the Tenkan-sen, Kijun-sen, and Senkou Span B with any of over 50 algorithms. Want a zero-lag, Hull MA-based cloud? A volume-weighted cloud that gravitates towards liquidity? A cloud that adapts its speed based on market entropy? You now have the power to construct it.
Multi-Cloud Architecture: This revolutionary feature allows you to stack up to three layers of the Ichimoku cloud on your chart, each calculated with a progressively longer timeframe multiplier. This transforms the flat, two-dimensional cloud into a rich, three-dimensional "heatmap" of support and resistance. You can instantly see the alignment (or conflict) between the short-term, medium-term, and long-term trends.
Advanced Signal Logic & Filtering: Go beyond the simple TK Cross. The Laboratory includes eight distinct, built-in signal strategies, from the classic "Kumo Breakout" to the high-conviction "Perfect Order." Crucially, you can then fortify these signals with a professional-grade filter module, requiring confirmation from Volume, ATR (volatility), or ADX (trend strength) before a signal is even considered valid.
Proprietary DAFE Engines: The crown jewels of the Laboratory. These are custom-built, proprietary algorithms you will not find anywhere else, designed to infuse the cloud with modern quantitative analysis:
DAFE Flux Reactor: A cloud that breathes with volatility, automatically tightening in squeezes and expanding in trends.
DAFE Tensor Cloud: Uses a 4-dimensional average (OHLC) to create a cloud that tracks the "true" center of price action.
DAFE Quantum Step: A noise-canceling cloud that only moves when price exceeds a volatility-based threshold.
DAFE Gravity Well: A volume-weighted cloud that is magnetically pulled towards high-liquidity zones.
Integrated Performance Engine & Dashboard: How do you know which of the 50+ engines is best? You test it. The built-in Performance Dashboard tracks every trade generated by your chosen configuration, while the main dashboard provides a comprehensive, at-a-glance summary of the entire Ichimoku system's current state.
█ A GUIDED TOUR OF THE ALGORITHMIC CORE
This is your library of mathematical DNA. The 50+ engines are your tools to build the perfect cloud.
THE ENGINE FAMILIES
The Classics (Hull MA, ZLEMA, KAMA, VIDYA): Replace the choppy Donchian midpoint with smooth, low-lag, or adaptive moving averages to create a more responsive and readable cloud.
The DSP & Quantitative Masters (SuperSmoother, Kalman, Gaussian, Laguerre): Employ advanced digital signal processing and statistical filtering to construct a cloud that is surgically precise in its separation of trend "signal" from market "noise."
The Volume-Based (VWMA, VWAP, Money Flow Weighted): Build a cloud that is not just based on price, but is weighted by participation. This creates a cloud that automatically respects high-liquidity zones as stronger levels of support and resistance.
The Adaptive Geniuses (ATR-Scaled, Volatility-Modulated, Efficiency Ratio, Entropy): These are "smart" engines that analyze the market's character—its volatility, trendiness, or disorder—and adapt the cloud's calculation in real-time. The result is a cloud that is stable in chop and dynamic in trends.
The DAFE Proprietary Engines: The pinnacle of cloud engineering. These exclusive algorithms allow you to build clouds based on principles of physics, institutional analysis, and quantum mechanics, creating a truly next-generation analytical tool.
█ STRATEGIC APPLICATION: FROM SIGNALS TO STRUCTURE
The Laboratory transforms Ichimoku from a simple signal generator into a complete market structure framework.
The Signal Logic: You are not limited to one strategy.
TK Cross: For classic momentum signals.
Kumo Breakout: For pure price action breakout strategies.
Perfect Order: The ultimate filter. By requiring Price > Cloud > Tenkan > Kijun, you filter for only the strongest, most established trends, eliminating the majority of false signals.
Cloud Twist: A forward-looking, predictive signal. The twist of the future cloud often pinpoints the exact timing of a potential trend reversal.
The Multi-Cloud Strategy: This is the professional's view. By enabling 3 Cloud Layers, you can see the market's fractal nature.
Layer 1 (Standard): Your short-term operational trend.
Layer 2 (e.g., 2x Periods): Your medium-term structural trend.
Layer 3 (e.g., 3x Periods): Your long-term macro trend.
The Strategy: Wait for price to pull back into the space between the 2nd and 3rd cloud layers—the "macro support/resistance zone"—and then take a signal from the 1st layer in the direction of the overall trend. This is a high-probability institutional setup.
█ THE MASTER DASHBOARD: YOUR "AT-A-GLANCE" COMMAND CENTER
The dashboard provides a comprehensive, real-time summary of the entire Ichimoku system's state.
Engine & Periods: Instantly confirm which of the 50+ engines and period settings are active.
Status Readout: Get an immediate, color-coded verdict on the three core Ichimoku components: Price vs. Cloud, the TK Cross, and the Future Cloud bias.
Momentum & Strength Gauge: A proprietary score that quantifies the overall bullish or bearish momentum of the system, and a "Strength" bar that visualizes the conviction of the current alignment.
Performance Data: If enabled, the dashboard will display your strategy's key performance metrics, including Win Rate, Profit Factor, and Net P&L.
█ DEVELOPMENT PHILOSOPHY
The Ichimoku Cloud Laboratory was born from a deep respect for Goichi Hosoda's original work and a relentless desire to push it into the 21st century. We believe that in modern markets, static tools are obsolete. The future of trading lies in adaptation, customization, and multi-dimensional analysis. This tool is for the serious trader, the systems thinker, the architect—the individual who is not content with a black box, but who seeks to understand, test, and refine their edge with surgical precision.
The Ichimoku Laboratory is designed to be the ultimate tool for that reaction, providing a crystal-clear, multi-layered view of what the market is telling you—not just through price, but through the very fabric of its equilibrium.
█ DISCLAIMER AND BEST PRACTICES
THIS IS AN ADVANCED ANALYTICAL TOOL: This indicator provides a sophisticated market structure and signal framework. It must be integrated into a complete trading plan that includes your own analysis and risk management.
RISK MANAGEMENT IS PARAMOUNT: All trading involves substantial risk. Never risk more capital than you are prepared to lose.
START WITH A ROBUST BASE: Begin with the "Traditional" preset and the "Standard Donchian" engine to master the classic feel. Then, experiment with a low-lag engine like the "Hull Moving Average" to see the immediate benefit of a smoother, more responsive cloud.
USE CONFLUENCE: The highest probability signals come from confluence. A "TK Cross" buy signal that occurs above a bullish "Multi-Cloud" structure, confirmed by a "Perfect Order" and high volume, is an A++ setup.
"The essence of success in the market is not forecasting, but reacting to what the market is telling you right now."
— J. Welles Wilder Jr.
Taking you to school. - Dskyz, Trade with Anticipation. Trade with Strength. Trade with RSI: Evolved
Cruzamento MACD 15 min sauloCruzamento macd nos 15 min, quando acontece o cruzamento o indicador da o sinal de compra e venda.
KASTE indicator 2 (for 10s Entries)This script is a **1-minute MACD-based trend filter** designed to define clear **bullish or bearish market bias**.
It uses a fast MACD configuration combined with a 50-period EMA to identify short-term trend direction and momentum strength.
A bullish state is shown when price is above the EMA and MACD momentum is rising above zero, while a bearish state is shown when price is below the EMA and momentum is falling below zero.
The background color highlights the current trend, making it easy to align **10-second entry timing** with the higher-timeframe bias and avoid trading in choppy conditions.
Trade by Design - v0.0.1Trade by Design - v0.0.1
📊 Overview
This indicator displays key price levels based on New York trading session times (17:00 NYT). It helps traders identify important support and resistance levels from the previous day, previous week, and the current trading day.
💡 Inspiration
This indicator was inspired by concepts presented in this video: www.youtube.com
Thanks to Annii, her youtube channel is www.youtube.com
Also you can check this video about Mastering the UK session www.youtube.com
I created this indicator for my personal trading needs and decided to share it with the community. Please note that this indicator is in its early development stage (v0.0.1) and may be updated or improved over time based on feedback and my trading experience.
📈 What It Displays
1. Previous Week Levels (HoW / LoW) - Orange
HoW (High of Week): The highest price reached during the previous week
LoW (Low of Week): The lowest price reached during the previous week
Week starts at Sunday 17:00 New York Time
2. Previous Day Levels (HoD / LoD) - Aqua/Cyan
HoD (High of Day): The highest price reached during the previous trading day
LoD (Low of Day): The lowest price reached during the previous trading day
Trading day starts at 17:00 New York Time (aligned with futures market open)
3. Initial Day Levels (iH / iL) - Green
iH (Initial High): The current day's running high
iL (Initial Low): The current day's running low
Displays the percentage range between iH and iL in parentheses
Optional: Include or exclude the gap period (17:00-20:00 NYT)
⚙️ Settings
Colors
Prev Week (LoW/HoW): Color for weekly levels (default: orange)
Prev Day (LoD/HoD): Color for daily levels (default: aqua)
Initial Day (iL/iH): Color for current day levels (default: green)
Style
Line width: Thickness of the lines (1-5)
Line transparency: Transparency for current lines (0-90%)
Historical line transparency: Additional transparency for historical lines (0-90%)
Line style: Solid, Dashed, or Dotted
Label offset: Distance of labels from current price (in bars)
Label size: Tiny, Small, Normal, or Large
History
Number of weeks to display: How many weeks of historical data to show (1-10)
Show historical HoD/LoD: Toggle to show/hide previous days' HoD/LoD levels
Show historical iH/iL: Toggle to show/hide previous days' iH/iL levels
Initial Day (iH/iL)
Include gap (17:00-20:00 NYT):
✅ Checked: iH/iL calculation starts at 17:00 NYT
❌ Unchecked: iH/iL calculation starts at 20:00 NYT (excludes pre-market gap)
🕐 Time Reference
All times are based on New York Time (America/New_York timezone):
17:00 NYT: Start of the trading day (aligned with futures/forex session)
20:00 NYT: Alternative start time for iH/iL when gap is excluded
📝 Label Naming Convention
Current Levels:
HoW, LoW (Previous Week)
HoD, LoD (Previous Day)
iH, iL (Current Day) - includes percentage range
Historical Levels (when enabled):
HoW2, LoW2, HoW3, LoW3... (Older weeks)
HoD2, LoD2, HoD3, LoD3... (Older days)
iH1, iL1, iH2, iL2... (Previous days' initial ranges)
🎯 How to Use
Support & Resistance: Use HoW/LoW and HoD/LoD as potential support and resistance levels
Range Trading: Monitor the iH/iL percentage to gauge daily volatility
Breakout Trading: Watch for price breaking above HoD/HoW or below LoD/LoW
Multi-Timeframe Analysis: Enable multiple weeks to see longer-term levels
⚠️ Disclaimer
This indicator is in early development (v0.0.1) and was created for personal trading use
Past price levels do not guarantee future support/resistance
Always use proper risk management and combine with other analysis methods
This is not financial advice - trade at your own risk
🔄 Version History
v0.0.1 (Current)
Initial release
Previous week high/low (HoW/LoW)
Previous day high/low (HoD/LoD)
Initial day high/low (iH/iL) with percentage range
Multiple weeks history support
Customizable colors, transparency, and label sizes
Gap inclusion/exclusion option for iH/iL
💬 Feedback
This indicator is a work in progress. If you have suggestions for improvements or find any issues, please leave a comment below. Your feedback helps make this tool better for everyone!
Happy Trading! 📈
QuCap Pure Liquidity: Untouched Liquidity PoolsOverview Most liquidity indicators on the Public Library suffer from "Chart Noise." They often leave levels on the chart long after they have been "wicked out," simply because the candle didn't manage to close past the level.
QuCap Pure Liquidity is designed for the precision trader who only cares about Intact Liquidity. This script identifies pivot-based liquidity pools and monitors them in real-time. If price wicks through a level by even a single tick, the level is immediately invalidated and removed from your chart.
Key Features
Instant Invalidation: Levels are deleted on wick touch (High/Low), not candle close.
Intact Levels Only: What you see on the chart is "Fresh" and has not been mitigated.
Memory Management: Includes customizable limits for Buy-Side and Sell-Side levels to keep your chart clean and your browser running fast.
Fully Customizable: Adjust pivot strength (Left/Right bars) and visual styles to match your personal template.
How to Use
Draw on Liquidity: Use the remaining lines as a magnet for price action.
Stop Runs: Observe how price reacts when it clears these levels.
Clean Charts: Perfect for traders who follow SMC or ICT concepts and need to see where the real "resting" orders are.
Settings
Pivot Strength: Increase these values (e.g., 5, 5) to find more significant historical levels, or keep them low (2, 2) for scalp targets.
Max Levels: Keeps the chart from showing lines from weeks ago that are no longer relevant to current intraday price action.
Ichimoku Bounce on Tenkan-Sen by YellowKumaIchimoku Bounce (Long/Short) on Tenkan-Sen by YellowKuma
Pure bounce signals off the Tenkan-sen • No MTF • No noise
🌊 What It Does
This indicator spots high-probability reversal zones where price reacts off the Tenkan-sen (9-period conversion line) — the fastest Ichimoku component acting as dynamic support/resistance.
✅ Long signal → Price bounces up from Tenkan-sen while trading above the cloud
✅ Short signal → Price rejects down from Tenkan-sen while trading below the cloud
✅ Kijun-sen is used only as a trend filter (Tenkan > Kijun for longs / Tenkan < Kijun for shorts) — never as a bounce level
✅ Zero MTF complexity — runs purely on your chart's native timeframe, no repainting
Signals appear as:
🟢 "L" label below the bar → Bullish Tenkan bounce
🔴 "S" label above the bar → Bearish Tenkan bounce
⏱️ Timeframe Matters — A Lot
This strategy shines on higher timeframes and struggles on low ones. Why?
📈 H4 / Daily / Weekly
→ Tenkan-sen aligns with real institutional pivot zones
→ Cloud represents weeks of consensus value — strong trend filter
→ Bounces carry momentum → larger winners, fewer whipsaws
📉 M5 / M15 / M30
→ Tenkan-sen reacts to micro-noise, not structure
→ Cloud too thin — price slices through easily
→ False bounces dominate → shallow moves, poor R:R
💡 Rule of thumb:
• Use H4 for swing entries
• Use Daily for core trend trades
• Keep a Weekly chart open to confirm macro trend (only trade bounces with the Weekly cloud)
• Avoid M15/M30 entirely — signal quality degrades sharply
⚙️ Settings (Simple & Clean)
• Tenkan-sen Period → 9 (standard) — shorter = more sensitive, longer = smoother
• Kijun-sen Period → 26 (standard) — trend filter only
• Senkou Span B Period → 52 (standard) — defines cloud thickness
• Show Long Bounces → Toggle ON/OFF
• Show Short Bounces → Toggle ON/OFF
Cloud colors:
🟢 Green fill → Bullish cloud (Senkou Span A > B)
🔴 Red fill → Bearish cloud (Senkou Span A < B)
🎯 How to Trade the Signals
1️⃣ Wait for confirmation
→ Never enter mid-bar. Wait for candle close beyond the Tenkan-sen.
2️⃣ Check cloud alignment
→ Longs only when price > cloud top
→ Shorts only when price < cloud bottom
3️⃣ Add price action confirmation (optional but recommended)
→ Bullish engulfing / hammer at Tenkan → stronger long signal
→ Bearish engulfing / shooting star at Tenkan → stronger short signal
4️⃣ Risk management
→ Stop-loss: 1–2 pips beyond bounce bar extreme OR 2×ATR(14)
→ Take-profit: Target Kijun-sen (near-term) or opposite cloud boundary (swing)
→ Minimum reward:risk = 1:3
5️⃣ Avoid these situations
→ Choppy markets (Tenkan/Kijun flat, cloud thin)
→ Major news events (FOMC, NFP) — volatility distorts Tenkan touches
→ Bounces within 15 pips of strong horizontal resistance/support against your direction
🔔 Alerts
Built-in alert conditions:
• "Long Bounce" → triggers when green "L" appears
• "Short Bounce" → triggers when red "S" appears
→ Right-click indicator → Add Alert → choose condition
💡 Pro Tips for TradingView Users
✨ Session timing: Avoid first 60 mins of London/NY open — volatility creates false Tenkan touches
✨ Combine with Weekly trend: Disable short signals when price > Weekly cloud (and vice versa)
✨ Less is more: Expect 2–5 high-quality signals per week on H4 — that's normal. Quality > quantity.
⚠️ Important
This is a price-structure tool, not a magic bullet.
Always:
• Respect the trend (trade bounces with the cloud, not against it)
• Use proper position sizing (0.5–1% risk per trade)
• Keep a trading journal — track which bounces worked and why
✨ Bottom Line
Pure. Simple. Effective.
By focusing only on Tenkan-sen bounces — and enforcing strict cloud alignment — this indicator cuts through noise and delivers clean reversal zones where institutions actually place orders.
Works best on H4 and higher.
Add it. Switch to H4. Trade the bounce. 🚀 @YellowKumo
ES to SPX Lead (RTH Adaptive)Very simple script designed especially to trade CFD but also scalping.
Only RTH (you'll understand why)
Not a stand-alone indicator, e.g., an external event may hit the index and /ES leading nature will become meaningless. Same with a sudden crash on a Mag7 stock.
Uses Z Score to evaluate if /Es is leading SPX (or not) and /ES VWAP to establish bullish (+1) or bearish territory (-1). Histogram is the product of Z Score times VWAP status, red or green depending.
Z score goes from -2 to +2.
Zscore reading: 0.4 < |Z| < 1.2 is the trading zone.
|Z| <0.4 is sort of neutral shifting gears zone, a no-trade and may be transition moment.
Middle numbers show max. limits based on actual volatility (i.e. when to exit and when definitely not to enter a trade).
Grey stripes is NO TRADE zone.
Final number is the composite histogram value.
So:
Textbook bullish: /ES above VWAP and Z Score positive
Textbook negative: /ES below VWAP and Z score negative
If Green Histogram & negative Z Score, you may enter bearish pullback trades making sure Z score is in the sweet spot bracket.
If Red histogram & negative Z score, it's a conflict state, signals are not alined. Holds a bullish nature but it may be a warning sign.
Script produced by Chat GPT after several iterations.
MTF EMA Traffic Light System Trend Alignment for ScalpersMTF EMA Traffic Light – Trend Bias System
This indicator is designed to help traders quickly identify high-probability trend alignment using multiple timeframes and EMAs.
It analyzes price relative to the 13 EMA and 55 EMA on:
1 Minute
5 Minute
15 Minute
1 Hour
4 Hour
Then it converts that data into a simple Traffic Light system to guide trade decisions.
🚦 How It Works
Each timeframe is classified as:
🟢 BULL – Price above both EMAs
🔴 BEAR – Price below both EMAs
🟡 MIXED – No clear direction
The system focuses on lower-timeframe alignment:
When 1m + 5m + 15m are aligned → Strong setup
When mixed → Caution
When misaligned → Stand aside
🟢 GREEN State (Full Trade Mode)
Triggered when:
✔ 1m, 5m, and 15m are all BULL → Long Bias
✔ 1m, 5m, and 15m are all BEAR → Short Bias
Rules:
Full position size
Trade with trend
Look for EMA pullbacks
Let winners run
🟡 YELLOW State (Caution Mode)
Triggered when:
✔ Lower timeframes are mixed
Rules:
Reduce size
Take quick profits
No holding
Defensive trading
🔴 RED State (No Trade)
Triggered when:
✔ No clear alignment
Rules:
Stay out
Mark key levels
Protect capital
📋 Dashboard Panel
The indicator displays a real-time table showing:
Each timeframe’s bias
Overall market state
Trade rules
This allows you to read market structure in seconds without switching charts.
🎯 Best Use
This tool works best for:
✔ Scalping
✔ Intraday trading
✔ Trend continuation setups
✔ EMA pullback strategies
Recommended for:
Forex
Indices
Gold
Crypto
⚠️ Risk Disclaimer
This indicator is a decision-support tool, not a guarantee of profits.
Always use:
Proper risk management
Stop losses
Personal trade rules
Never risk more than you can afford to lose.
5-SMA Smart PivotDescription
This indicator is designed to identify short-term trend reversals by detecting pivot points in the 5-period Simple Moving Average (SMA).
How It Works
The script monitors the 5-day SMA for specific turning points:
Turn Down (Purple Arrow): Triggers when the SMA shifts from rising/flat to falling.
Turn Up (White Arrow): Triggers when the SMA shifts from falling/flat to rising.
Key Features
Smart Filter (Price Confirmation): Includes an optional "Weak Signal Filter" enabled by default. This ensures an arrow is only plotted if the price actually closes on the correct side of the SMA (e.g., Price must close below the SMA for a Down arrow). This helps reduce noise in choppy markets.
Clean Settings Menu: Unlike standard scripts that clutter your "Style" tab with dozens of checkboxes, this script uses dynamic labeling. This keeps your settings menu clean while still giving you full control.
Fully Customizable:
Arrow Size: Select from "Tiny" to "Huge" via a simple dropdown menu.
Colors: Fully adjustable colors for the SMA line, Up arrows, and Down arrows.
Settings
SMA Length: Default is 5, but can be adjusted to any length.
Filter Weak Signals: Toggle on/off to require price confirmation.
Visual Style: Change line width, colors, and arrow sizes instantly from the Inputs tab.
Usage
This tool is best used for short-term momentum trading to catch immediate shifts in trend direction. It works well when combined with a longer-term trend filter (like the 20/50 SMA) to take signals only in the direction of the major trend.
UTC-5 Time MarkersFor model 110 of DTT use flout with this as a bias and you will catch high wr high rr trades for this certain time window of continuation or reversal
EMA Crossover Arrows (6 EMA & 20 EMA)EMA Crossover Arrows (6 EMA & 20 EMA) - Quick Signal Detector
📊 OVERVIEW
A simple yet powerful indicator that automatically marks exact moments when the 6 EMA crosses the 20 EMA - giving you clear visual signals for potential trend changes without any chart clutter.
🎯 WHAT IT SHOWS
Two precise crossover signals:
- Blue Triangle Up (↑): 6 EMA crosses ABOVE 20 EMA (Bullish signal)
- Pink Triangle Down (↓): 6 EMA crosses BELOW 20 EMA (Bearish signal)
✨ KEY FEATURES
✓ Clean arrow markers appear only at crossover moments
✓ No lag - signals appear in real-time as crossovers occur
✓ Works on ANY timeframe (1min, 5min, 1H, daily, etc.)
✓ Non-intrusive - arrows don't clutter your chart
✓ Perfect for swing trading and trend following
✓ Zero configuration required
⚙️ TECHNICAL DETAILS
- 6 EMA: Fast-moving average for quick trend detection
- 20 EMA: Slower average providing trend confirmation
- Crossover detection uses Pine Script's built-in ta.crossover/crossunder functions
- No repainting - signals are final once the bar closes
SMA Dow-Flow MTF (SAXO Logical Alert)This script is an advanced MTF (multi-timeframe) monitor that combines the concepts of Dow Theory and SMA (Single Moving Average) to capture the moment when trends align across multiple timeframes. It is particularly focused on visualizing when lower timeframes synchronize with the direction of higher timeframes, without being distracted by short-term noise. 1. Trend Determination Mechanism (Core Logic): Rather than the usual simple determination of whether a price is above or below a moving average, this is based on updates of "low lows and highs." Pivot Detection: Points where the SMA moves in a "V" or "inverted V" shape are recorded as reversal candidates ($lastH$, $lastL$). Trend Reversal Conditions: Uptrend: When the price clearly breaks above the most recent SMA high ($lastH$). Downtrend: When the price clearly breaks below the most recent SMA low ($lastL$). 2. Indicator Features ① Sync Hierarchy: This script counts the degree to which the direction of each time period matches that of the higher time period, starting from the lower time period. The 5-minute time period forms a trend. The 15-minute time period follows the same direction as the 5-minute time period. The 1-hour time period follows the same direction as the 15-minute time period... (continues up to the daily time period). This ensures that an alert is sent out when the larger trend (daily or 4-hourly) swallows up the smaller trend (5-minute or 15-minute). ② Set Selection: You can switch between the "Yen Set (AUDJPY, EURJPY, etc.)" and the "Dollar Set (EURUSD, GBPUSD, etc.)." This allows you to grasp the strength or weakness of a specific currency (e.g., a weak yen or a strong dollar) at a glance.
This script's alert function does not simply sound when the trends match, but is designed to pinpoint the moment when the number of trend synchronizations increases (i.e., when momentum increases).
Below, we will explain in detail how it works and the meaning of the notifications.
1. Alert Conditions
An alert will only be triggered when all three of the following conditions are met.
Increase in Sync Count: For example, if only two time frames, the 5-minute and 15-minute ones, were aligned (Sync: 2), and the 1-hour one also aligns in the same direction (Sync: 3), the alert will be triggered.
Above the set minimum count (alert_min): The default setting is "3." In this case, a notification will be triggered the moment three, four, or five time frames are synchronized.
Selected Set Only: If the "Yen Set" is displayed, an alert will not be triggered even if a currency pair in the Dollar Set is synchronized.
2. How to Read the Alert Message
When you receive a notification, the following message will be displayed.
USDJPY: 4-Bar Synchronization (Upward)
USDJPY: A Currency Pair Gaining Momentum
4-Bar Synchronization: Indicates that the direction of the four timeframes (5-minute, 15-minute, 1-hour, and 4-hour) is consistent, starting with the lowest timeframe.
Upward/Downward: The direction of the synchronization.
このスクリプトは、「ダウ理論」と「移動平均線（SMA）」の考え方を組み合わせ、複数の時間足でトレンドが揃った瞬間を捉えるための高度なMTF（マルチタイムフレーム）モニターです。特に、短期的なノイズに惑わされず、上位足の方向に下位足が同期したタイミングを視覚化することに特化しています。1. トレンド判断の仕組み（コアロジック）通常の「移動平均線より上か下か」という単純な判定ではなく、「押し安値・戻り高値」の更新をベースにしています。ピボットの検知: SMAが「V字」または「逆V字」に動いた地点を、反転の候補（$lastH$, $lastL$）として記録します。トレンド転換の条件:上昇トレンド: 価格が直近のSMA高値（$lastH$）を明確に上抜けたとき。下落トレンド: 価格が直近のSMA安値（$lastL$）を明確に下抜けたとき。2. インジケーターの特徴① 同期（Sync）の階層構造このスクリプトは、下位足から順に「どれだけ上位足と方向が一致しているか」をカウントします。5分足がトレンドを形成。15分足が5分足と同じ方向。1時間足が15分足と同じ方向……（日足まで続く）これにより、「大きな流れ（日足・4時間足）に、小さな流れ（5分・15分）が飲み込まれた瞬間」を逃さずアラート通知します。② セット選択機能「円セット（AUDJPY, EURJPYなど）」と「ドルセット（EURUSD, GBPUSDなど）」を切り替えて表示できます。これにより、特定の通貨の強弱（円安・ドル高など）を一目で把握できるのが強みです。
このスクリプトのアラート機能は、単に「トレンドが一致した」ときに鳴るのではなく、**「トレンドの同期数が増加した瞬間（＝勢いが増した瞬間）」**をピンポイントで通知するように設計されています。
以下に、その仕組みと通知内容の意味を詳しく解説します。
1. アラートが発生する条件
アラートは、以下の3つの条件がすべて揃った時にのみ発信されます。
同期数（Sync Count）の増加: 例えば、それまで「5分足と15分足」の2つしか揃っていなかった（Sync: 2）のが、新しく「1時間足」も同じ方向に揃った（Sync: 3）という変化の瞬間に鳴ります。
設定した最小数以上 (alert_min): 初期設定では「3」になっています。この場合、3つ、4つ、または5つの時間足が同期した瞬間に通知が飛びます。
選択中のセットのみ: 「円セット」を表示している時は、ドルセットの通貨ペアが同期してもアラートは鳴りません。
2. アラートメッセージの読み方
通知が来ると、以下のようなメッセージが表示されます。
USDJPY: 4足同期 (上昇)
USDJPY: 勢いが出た通貨ペア
4足同期: 下位足から順に「5分・15分・1時間・4時間」の4つの時間足で方向が一致したことを示します。
上昇 / 下落: その同期している方向です。
MACD Buy E Sell EditavelMacd personalizavel com sell para cruzamento de venda e buy para cruzamento de compra
A+ Pullback & Continuation 3 ema pullback und continuation
signale buy sell nach pullback
ema müssen übereinander sein
buy sell signals after pullback
ema have to be clear
Vietnam Asset Monitoring ToolVietNamese Asset Correlation Tracking Chart
This chart monitors the relationship between major asset classes which Vietnamese analyst should monitor:
Gold Price: Gold is currently in the spotlight as international trade tensions show no signs of easing.
U.S. Dollar Index (DXY): The strength of the U.S. dollar, a key indicator that has relative correlations with most asset classes.
VN30: Vietnam’s benchmark stock index, representing the top 30 leading listed companies.
VNREAL: The stock index tracking Vietnam’s real estate–related companies.
Hanoi Residential Property Prices: Apartment and landed house prices in Hanoi, compiled and aggregated by **VietRealty.Pro**
Development in progress..
Emerging Shotgun StrategyThis strategy was made after watching a YouTube video on the trader named Bibiri. You need to watch the emerging markets fund (Russell, or other) and then have multiple different stocks open. If you see an arrow, take out a position with a high take profit but a really short stop loss. This will mean that a lot fail, but the ones that jump will make profits.
ST | TICK BarsThis indicator displays Market Breadth data (TICK) in a clean, institutional-style bar chart format with a clear Zero Line reference. It is essential for validating intraday momentum and trend strength.
Time Pattern Analyzer - Multi Mode [fmb]This is a lightweight session-behaviour overlay that helps you spot whether a market tends to move up or down at specific days or times.
- Two analysis modes
Weekday: Breaks performance down by Mon–Fri
Hour of Day: Breaks performance down by 0–23 and can also track a single exact time (hour + minute), like 09:30
- Visual timing markers (optional)
Draws vertical lines on the chart for the selected day(s) or time(s)
Line colour reflects the bar direction: green (up), red (down), grey (neutral)
Fully adjustable width and style (solid, dotted, dashed)
- Flexible “green vs red” definition
Body mode: Close > Open (candle body direction)
Previous close mode: Close > Close (momentum vs prior bar)
- Stats table (optional)
For each day or hour, the table shows:
Count (sample size)
% Green
% Red
Average % move (average return for that bucket)
Table can be positioned anywhere on the chart (top/bottom, left/centre/right)
Use cases
- Quickly identify recurring tendencies like “Mondays are strongest” or “first hour is choppy,” and validate timing ideas with clear counts and averages instead of guesswork.
Note: This tool reports historical tendencies, not predictions. Always account for regime changes, news risk, and liquidity.
MA ATR RangeExponencial Moving average with 3 ATR ranges. It shows trend and overbought and oversold levels.
