AI Breakout Bands (Zeiierman)█ Overview
AI Breakout Bands (Zeiierman) is an adaptive trend and breakout detection system that combines Kalman filtering with advanced K-Nearest Neighbor (KNN) smoothing. The result is a smart, self-adjusting band structure that adapts to dynamic market behavior, identifying breakout conditions with precision and visual clarity.
At its core, this indicator estimates price behavior using a two-dimensional Kalman filter (position + velocity), then enhances the smoothing process with a nonlinear, similarity-based KNN filter. This unique blend enables it to handle noisy markets and directional shifts with both speed and stability — providing breakout traders and trend followers a reliable framework to act on.
Whether you're identifying volatility expansions, capturing trend continuations, or spotting early breakout conditions, AI Breakout Bands gives you a mathematically grounded, visually adaptive roadmap of real-time market structure.
█ How It Works
⚪ Kalman Filter Engine
The Kalman filter models price movement as a state system with two components:
Position (price)
Velocity (trend direction)
It recursively updates predictions using real-time price as a noisy observation, balancing responsiveness with smoothness.
Process Noise (Position) controls sensitivity to sudden moves.
Process Noise (Velocity) controls smoothing of directional flow.
Measurement Noise (R) defines how much the filter "trusts" live price data.
This component alone creates a responsive yet stable estimate of the market’s center of gravity.
⚪ Advanced K-Neighbor Smoothing
After the Kalman estimate is computed, the script applies a custom K-Nearest Neighbor (KNN) smoother.
Rather than averaging raw values, this method:
Finds K most similar past Kalman values
Weighs them by similarity (inverse of absolute distance)
Produces a smoother that emphasizes structural similarity
This nonlinear approach gives the indicator an AI feature — reacting fast when needed, yet staying calm in consolidation.
█ How to Use
⚪ Trend Recognition
The line color shifts dynamically based on slope direction and breakout confirmation.
Bullish conditions: price above the mid band with positive slope
Bearish conditions: price below the mid band with negative slope
⚪ Breakout Signals
Price breaking above or below the bands may signal momentum acceleration.
Combine with your own volume or momentum confirmation for stronger entries.
Bands adapt to market noise, helping filter out low-quality whipsaws.
█ Settings
Process Noise (Position): Controls Kalman filter’s sensitivity to price changes.
Process Noise (Velocity): Controls smoothing of directional component.
Measurement Noise (R): Defines how much trust is placed in price data.
K-Neighbor Length: Number of historical Kalman values considered for smoothing.
Slope Calculation Window: Number of bars used to compute trend slope of the smoothed Kalman.
Band Lookback (MAE): Rolling period for average absolute error.
Band Multiplier: Multiplies MAE to determine band width.
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Disclaimer
The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
Forecasting
Session HL + Candles + AMD (Nephew_Sam_)Session HL + Candles + AMD (Nephew_Sam_)
This indicator marks out intraday sessions summarized into single candles, with an additional option to mark out the HL of each session. Perfect for understanding AMD within a glance (accumulation-manipulation-distribution)
Features:
Session High/Low lines with customizable colors and labels
Optional session candles displayed on the right side of the chart
Timezone support for global traders
Customizable bull/bear candle colors
Works on timeframes up to 1 hour
Perfect for:
Identifying session liquidity levels
Tracking session ranges and breakouts
Multi-timeframe session analysis
ICT methodology traders
Settings:
Choose your timezone for accurate session detection
Toggle session candles and HL lines independently
Customize colors, line styles, and labels
Set maximum timeframe (up to 1 hour)
PCR tableOverview
This indicator displays a multi-period table of forward-looking price projections. It combines normalized directional momentum (Positive Change Ratio, PCR) with volatility (ATR) and presents a forecast for upcoming time intervals, adjusted for your local UTC offset.
Concepts & Calculations
Positive Change Ratio (PCR):
((total positive change)/(total change)-0.5)*2, producing a value between –100 and +100.
Synthetic ATR: Calculates average true range over the same lookbacks to capture volatility.
PCR × ATR: Forms a volatility-weighted directional forecast, indicating expected move magnitude.
Future Price Projection: Adds PCR × ATR value to current close to estimate future price at each lookahead interval.
Table Layout
There are 12 forecast horizons—1× to 12× the chart timeframe (e.g., minutes, hours, days). Each row displays:
1. Future Time: Timestamp of each projection (adjustable via UTC offset)
2. PCR: Directional bias per period (–1 to +1)
3. PCR × ATR: E xpected move magnitude
4. Future Price: Close + (PCR × ATR)
High and low PCR×ATR rows are highlighted green for minimum value in the price forecast (buy signal) or red for maximum value in the price forecast (sell signal).
How to Use
1. Set UTC offset to your time zone for accurate future timestamps.
2. View PCR to assess bullish (positive) or bearish (negative) momentum.
3. Use PCR × ATR to estimate move strength and direction.
4. Reference Future Price for potential levels over upcoming intervals, and for buy and sell signals.
Limitations & Disclaimers
* This model uses linear extrapolation based on recent price behavior. It does not guarantee future prices.
* It uses only current bar data and no lookahead logic—compliant with Pine Script rules.
* Designed for analytical insight, not as an automated signal or trade executor.
* Best used on standard bar/candle charts (avoid non-standard types like Heikin‑Ashi or Renko).
NMT Buy/Sell Alarm GPTBUY:
1. When the green arrow appears, it is time for you to consider other additional situations to place a buy order
2. And you set an alert so you don't miss the opportunity
SELL:
You observe the green label showing the % ratio between the order and the current price
You want to sell with how much profit % (relatively) then you sell.
Session Highs and Lows Indicator (DST + Editable Times)Session Highs and Lows Indicator (DST + Editable Times)
Casper sessions + fvgUpdated version with Asia session lines now drawn correctly.
Timings are correct for futures markets only.
Time adjustment available in settings for other instruments but Asia and London session lines do not print when this option is used.
5 minute opening range should display correctly when on the 1 minute chart
SMCX Morning Signal (v6) - Previous Day Confirmed (non-repaint)Paints (no repaint) either a buy or not buy signal for every day based on 3 conditions that pretty accurately predict a green candle day, and it's been tested accurate on just about anything. The 3 conditions are price above 4 hour vwap, price above 8 hour vwap, and 4 hour rvol > 1. We can change the title but I labeled it SMCX morning signal because I was originally trying to shark big moves for SMCX, but then when I got the indicator to work, I saw how rare a green signal was, which I suppose it should be, I needed to backtest it across a wide range of stocks and ETFs. The results were incredible (have stats in a spreadsheet that ranks which leveraged ETFs I should check a signal for by day of the week). Would be great to have this officially published. We could call it VWAP and RVOL market structure confirmation signal.
Auto-Calculated Pivot Line/Zone (Based on Time Range)Automatically Calculated Pivot Line/Zone
Harness the power of precision with this Custom Time Range Average Line indicator—designed to pinpoint key equilibrium and pivot levels within consolidation zones after a breakout. Select any start and end time to capture the critical price action shaping the market structure between swings, and calculate the true average price using your choice of open, close, high, low, or midpoint.
Once the defined period concludes, the indicator freezes the average and extends it forward as a clear horizontal ray, acting as a powerful reference for fair value and market balance. This dynamic line shines brightest within consolidation phases, helping traders identify pivot points and equilibrium zones that often serve as magnets for price after a breakout.
Customize the line width to suit your style—use a thinner line width input for a precise single average line, or increase the width to visually represent a broader range or zone. Fully adjustable line color and thickness options ensure this tool integrates seamlessly into any chart setup.
Elevate your trading edge by visualizing the hidden balance points between market swings—turning consolidation chaos into clear, strategic opportunities!
Breaker BlockUpdated version of breaker block indicator with a small change to the Unicorn detection logic
Global Liquidity vs BitcoinGlobal liquidity vs Bitcoin/dollar, per Grok. This combines M2 with US credit data - reverse repos, Fed assets, etc. My aim was to approximate Raoul Pal's Global Liquidty indicator from inside his GMI membership. That membership is probably beyond my skillset, but an indicator like this is useful as it close-to-mirrors Bitcoin price.
Scalp Trading Setup (EMA9/21 + VWAP + Stoch RSI)
On 1-minute, wait for candle confirmation and volume spikes to avoid false signals.
On 5-minute, this setup is most reliable for clean trend scalping (ideal entry alignment).
Use 15-minute for direction bias only, not for entry.
Nasdaq Market Direction ProbabilitiesA table in the bottom-left corner showing bullish, bearish, and neutral probabilities for Nasdaq market direction, calculated from weighted indicators (moving averages, RSI, volume trend, futures change, and sentiment).
A label on the chart with a recommendation ("Long", "Short", or "Monitor") based on the highest probability.
A histogram of the bullish probability in a separate pane.
The probabilities update on each confirmed bar, using the chart’s timeframe (ideally 60 minutes).
NVDA Put Exit Alerts - Enhanced How to Use on These Timeframes:
5-15 min chart:
Look for price rejections or bounces at the weekly/monthly VWAP.
Confirm with CMF above 0.1 (buy pressure) or below -0.1 (sell pressure).
30-min to 1-hour chart:
Use to identify broader intraday swing moves that align with macro VWAP levels.
CMF will act as a filter for volume divergence setups.
USDT + USDC DominanceUSDT and USDC Dominance: This refers to the combined market capitalization of Tether (USDT) and USD Coin (USDC) as a percentage of the total cryptocurrency market capitalization. It measures the proportion of the crypto market held by these stablecoins, which are pegged to the US dollar. High dominance indicates a "risk-off" sentiment, where investors hold stablecoins for safety during market uncertainty. A drop in dominance suggests capital is flowing into riskier assets like altcoins, often signaling a bullish market or the start of an "alt season."
Checklist Dashboard Table# Checklist Dashboard Table – ICT/SMC Trading Helper
Overview
The “Checklist Dashboard Table” is a TradingView indicator designed to help traders structure, organize, and validate their market analyses following the ICT/SMC (Inner Circle Trader / Smart Money Concepts) methodology. It provides a visual and interactive checklist directly on your chart, ensuring you never miss a crucial step in your decision-making process.
Key Features
- Visual Checklist : All your trading criteria are displayed as color-coded checkboxes (green for validated, red for not validated), making your analysis process both clear and efficient.
- Clear Separation Between Analysis and Confirmations :
- Analysis : Reminders for your routine, such as timeframe selection (M3 to H4), trend analysis via RSI, and identification of key zones (Midnight Open, SSL/BSL, Asian High/Low).
- Confirmations : Six customizable criteria to check off as you validate your setup (clear trend, OB + FVG, OTE zone, Premium/Discount, R/R > 1:2, CBDR/Midnight).
- Personal Notes Section : Keep your trade entries, observations, or comments in a dedicated field in the indicator’s settings. Your notes are displayed right in the checklist for quick reference and journaling.
- Elegant and Compact Display : The table is styled for readability and can be positioned anywhere on your chart.
- Quick Customization : Instantly update any criterion or your personal notes via the script settings.
How to Use
1. Add the indicator to your chart.
2. Review the “Analysis” section as your pre-trade routine reminder.
3. Check off the “Confirmations” criteria as you validate your entry strategy.
4. Write your trade notes or comments in the provided notes section.
5. Use the checklist to reinforce discipline and repeatability in your trading.
Why Use This Checklist?
- Prevents you from skipping important steps in your analysis.
- Reinforces trading discipline and consistency.
- Allows you to document and review your trade decisions for ongoing improvement.
Who Is It For?
Perfect for ICT/SMC traders, but also valuable for anyone looking to organize and systematize their trading process.
Happy trading!
Monthly Seasonality Trend [DunesIsland]The Monthly Seasonality Trend is a indicator designed to analyze and visualize historical monthly seasonality patterns in financial markets. By calculating the average monthly return over a user-configurable lookback period (1 to 10 years), this indicator provides traders and investors with a clear projection of potential price movements for the current month, enabling data-driven decision-making.
How It Works
The indicator operates by retrieving monthly open and close prices for the specified lookback period (up to 10 years) and computing the average percentage return for the current month based on historical data. Key functionalities include:
Dynamic Trend Line: On the first trading day of each month, the indicator plots a line projecting the expected price trajectory, starting from the current close price and extending to the estimated end-of-month price based on the average historical return. The line is colored green for anticipated price increases or red for expected declines, offering an intuitive visual cue.
Average Return Label: A label is displayed at the start of each month, detailing the calculated average historical return for that month, expressed as a percentage, to provide context for the projected trend.
First Trading Day Marker: A small circle is plotted below the bar on the first trading day of each month, clearly marking the start of the projection period.
Adaptive Bar Counting: The indicator dynamically adjusts the length of the trend line based on the actual number of trading days in the previous month, ensuring accurate projections.
How to Interpret
Bullish Projection (Green Line): Indicates that historical data suggests an average price increase for the current month, potentially signaling buying opportunities.
Bearish Projection (Red Line): Suggests an average price decline based on historical trends, which may prompt caution or short-selling strategies.
Historical Context: The average return label provides a quantitative measure of past performance, helping traders assess the reliability of the projected trend.
Trend+Volume Divergence + Order Block Detector
The best in TF 5M
The script combines an order block detector (inspired by LuxAlgo) with a trend and volume divergence entry system.
The first part identifies both bullish and bearish order blocks based on volume pivots. These are typically zones where price has shown a high probability of reversal or strong reaction.
The order block algorithm uses recent volume pivots to detect likely institutional trading zones, marking them with colored boxes (green for bullish, red for bearish).
Bullish order blocks form when the price shows a volume-based pivot to the downside, suggesting possible accumulation at support.
Bearish order blocks appear at volume pivots to the upside, indicating likely distribution or resistance.
The script removes (“mitigates”) these order blocks when price action confirms that the zone is no longer respected.
Average (midpoint) order block levels are drawn as dashed or dotted lines based on your settings for visualization.
Whenever a new order block forms or is mitigated, alert conditions can be triggered.
The trend entry system computes and plots an Exponential Moving Average (EMA, default length 21) on the chart for basic trend detection.
A trend shift is detected when price crosses the EMA (from below is bullish, from above is bearish).
Additional confirmation for trade entries is provided by simple volume divergence logic:
Bullish if price is down but current volume exceeds prior volume.
Bearish if price is up but current volume is lower than the previous bar.
Large BUY (aqua up-triangle) and SELL (fuchsia down-triangle) arrows mark optimal entry points where both trend change and volume divergence are detected together.
Smaller triangles (‘Buy?’ or ‘Sell?’) are plotted where only a trend crossover is detected without supporting volume divergence.
The background color of the chart changes according to trend direction: green when price is above the EMA, red when below.
All major signals (order blocks and entry conditions) can generate alerts for automated or manual trade notifications.
The script is fully configurable via input parameters for block length, visualization style, EMA length, and mitigation settings.
The logic is suitable for scalping and short-term trading, especially on assets like gold (XAUUSD), but can be applied to any instrument or timeframe.
The script relies solely on built-in Pine functions and does not require external libraries or premium data.
The marked order blocks visually help traders identify zones with high probability of rejection or breakout.
By combining institutional-level order flows (via order block logic) with individual supply-demand signals (trend and volume divergence), the script aims to give robust entry ideas with clear visual cues on the chart.
Optimal Trend Change & Volume Divergence Entries
This TradingView Pine Script combines two technical analysis elements: trend change detection via EMA and volume divergence. The core of the script is the Exponential Moving Average (EMA) with a length of 21, which is plotted on the price chart. When the closing price crosses above the EMA21, a possible bullish trend change is identified. Conversely, when the closing price crosses below the EMA21, a bearish trend change is signaled. To avoid false entries, the script introduces a candlestick confirmation, requiring a green candle for bullish signals and a red one for bearish signals.
Volume divergence is integrated to provide additional context to the trend change. Bullish volume divergence occurs when the price registers a lower close than the previous bar, but the volume increases, suggesting waning selling pressure and a potential reversal. Bearish volume divergence is recognized when the price closes higher than the previous bar, but the volume declines, indicating possible exhaustion of buying strength. Only when both a trend change and the appropriate volume divergence signal occur on the same candle is a main entry generated.
The script visualizes these optimal buy entries with a large aqua upward arrow and optimal sell entries with a large fuchsia downward arrow. These arrows make it easy for traders to spot high-probability setups on the chart. When only a trend change is detected without volume divergence, the script plots smaller green or red arrows as additional context but marks them as less optimal entries.
The background color of the chart subtly changes to green for trending up and red for trending down, which helps the user quickly assess the prevailing market bias. Alerts can be set for the optimal entries, so traders do not need to monitor the chart constantly. The volume divergence logic in this version is kept classic and straightforward for reliability and speed. This approach looks for immediate (bar-to-bar) divergences instead of more complex, multi-bar patterns.
By requiring both a trend change and volume divergence, the script aims to reduce false signals and highlight stronger opportunities. The EMA21 offers a dynamic support/resistance level, enhancing decision-making for both scalpers and short-term traders. Volume divergence confirms whether a trend change is likely genuine or just a pullback.
Even in ranging conditions, the extra confirmation of volume trends helps filter out mediocre trades. With easily customizable inputs such as EMA length, traders can adapt the script to different instruments and timeframes. Placing visual markers and background changes directly on the price chart aids fast, intuitive trading decisions.
The script is lightweight and runs smoothly on most TradingView accounts. The customizable alerts give traders flexibility in their strategy execution. Advanced users can extend the script with more complex divergence conditions if needed. Overall, this script helps traders to identify and act on high-probability trend reversal setups, especially valuable for gold (XAUUSD) scalping.
Gold SCALP XAUUSD (SMA200/PSAR/ADX/ATR/Arrows)
This script is a custom scalping indicator designed for XAUUSD (gold) trading, suitable for low timeframes such as 1-minute or 5-minute charts.
It combines several proven technical analysis tools: the 200-period Simple Moving Average (SMA), Parabolic SAR (PSAR), Average Directional Index (ADX), and Average True Range (ATR).
The script first calculates the 200-period SMA to determine the overall market trend – above the SMA is bullish, below is bearish.
The PSAR indicator is included to pinpoint short-term reversal points and precise breakout moments.
ADX is calculated manually within the script to measure the strength of the prevailing trend; only strong trends trigger signals.
ATR is used to dynamically set take-profit and stop-loss levels, adapting to current volatility.
A buy signal is generated when the close price crosses above the PSAR, price is above the 200 SMA (bullish environment), and ADX indicates a strong trend above the threshold.
A sell signal appears when the close crosses below the PSAR, price is below SMA 200, and ADX confirms a strong bearish trend.
Arrows are plotted on the chart for every valid buy or sell signal, making trade entries visually clear.
Take-profit and stop-loss levels are plotted as crosses above or below the entry, calculated as multiples of ATR.
The background color subtly changes to green or red, indicating whether the market is bullish or bearish per trend filter.
Users can quickly evaluate trend conditions and momentum at a glance using these color cues.
Parameters for SMA, PSAR, ADX, ATR, and profit/stop levels can be manually adjusted to fit the user’s risk and trading style.
ADX and DI (Directional Indicators) are calculated from price action, not with a built-in, and the code follows the standard ADX mathematical formula.
Signals appear only when the trend is strong, avoiding sideways or choppy movements and helping filter out false positives.
The script does not open or close trades automatically; it is strictly an informational and visual trading tool.
All the plots, shapes, and backgrounds are intended to increase clarity and make decision-making quick during scalping.
The code is written in Pine Script v5, fully compatible with TradingView charts.
It is especially useful for traders looking to capture quick moves but needing strict technical filtering for their scalping approach.
Combining dynamic and static volatility, directional, and trend-following tools helps maximize probability and reduce whipsaw trades.
The modular design enables further customization, such as adding more timeframes or integrating with alerts, based on user preference.
2Saucy custom MA'sEMA's 9/21/50/200 - Designated for "scalping" 1m/3m/5m/15/1h/4h. Works best as it EMA's move faster with price.
SMA's 10/20/50/200 - Works more for swing trading and/or finding setups on weekly and daily time frames.
By combining these two simultaneously trading intra-day is made much simpler.
Yours truly,
#2Saucy
Institutional Sweep Zone (Range-Based)Institutional Sweep Zone (Range-Based)
This indicator models potential stop sweep zones based on institutional capital ranges, helping traders visualize where high-probability liquidity grabs are likely to occur.
Unlike traditional volatility bands, this tool estimates price movement by calculating how far a specific amount of capital—entered into the market—can push price. By defining a lower and upper capital range (in millions of USD), the indicator dynamically draws bands representing the distance institutions could realistically move price in either direction.
It supports directional control, allowing you to focus on long sweeps, short sweeps, or both simultaneously. The pip cost is auto-calibrated based on the selected currency pair, making it highly adaptive to major FX pairs.
Key Features:
-Capital input range (in millions of USD)
-Directional sweep targeting: Long, Short, or Both
-Auto-detection of pip value based on FX pair
-Visual sweep zone mapped above and below current price
-Designed to highlight areas of institutional stop hunts
Why use it?
-Helps avoid setting stops inside common sweep zones
-Improves trade survivability when paired with higher timeframe strategies
-Offers a unique way to view price through an institutional lens
Created by: The_Forex_Steward
Explore more advanced tools and concepts on my TradingView profile.
