Contango/Backwardation Futures Box Desk - TT ToolsBackwardation Futures Box – TT Tools
Questo indicatore mostra in modo chiaro, compatto e immediato la struttura Contango / Backwardation di una curva futures, direttamente sul grafico tramite un box informativo avanzato. È pensato per trader discrezionali, spread traders e analisi di curva, con una visualizzazione ottimizzata sia per desktop che per mobile.
Il riquadro box mostra in tempo reale la struttura di Contango o Backwardation della curva futures, includendo:
• stato della curva (Contango / Backwardation / Flat)
• spread percentuale tra le prime scadenze
• prezzi delle tre scadenze (Near, Mid, Far) con indicatori direzionali
• conferma o meno della struttura della curva
• data di scadenza del contratto e countdown ai giorni residui
• avviso di rollover imminente
Il box è ottimizzato per Desktop, Compact e Mobile, con layout adattivo e informazioni sempre leggibili.
Mini guida operativa
Selezione dei contratti
Inserisci nel box Front (1), Next (2) e Third (3) i future più prossimi a scadenza, partendo dal contratto front-month.
Puoi cercare rapidamente il contratto corretto tramite “Cambia simbolo”, filtrando per Futures e selezionando la scadenza desiderata.
Controllo della scadenza
Individua la data di rollover direttamente sul grafico tramite la sezione Eventi → Switch di contratto.
Utilizza questa informazione per verificare di stare analizzando la scadenza corretta.
Impostazione della NEXT EXPIRY
Inserisci nel campo NEXT EXPIRY (data precisa) la data di scadenza del prossimo future.
È sufficiente confrontarla con lo switch di contratto visibile sul grafico per essere allineati correttamente.
Monitoraggio della curva
Il box mostra in tempo reale:
struttura della curva (Contango / Backwardation / Flat)
spread percentuale tra le scadenze
prezzi dei tre contratti con direzione relativa
conferma o meno della struttura
countdown ai giorni residui
alert visivo di rollover imminente
👉 Mantieni sempre aggiornati contratti e data di scadenza per avere una lettura affidabile della curva futures e anticipare correttamente le fasi di rollover.
___________________________________________________________________________
___________________________________________________________________________
Contango / Backwardation Futures Box – TT Tools
This indicator provides a clear, compact, and intuitive view of the Contango / Backwardation structure of a futures curve, displayed directly on the chart through an advanced informational box.
It is designed for discretionary traders, spread traders, and curve analysis, with an optimized visualization for both desktop and mobile use.
The box displays the real-time Contango or Backwardation structure of the futures curve, including:
curve status (Contango / Backwardation / Flat)
percentage spread between the front contracts
prices of the three expiries (Near, Mid, Far) with directional indicators
confirmation or non-confirmation of the curve structure
contract expiration date with remaining days countdown
rollover warning when expiration is approaching
The box is fully optimized for Desktop, Compact, and Mobile layouts, ensuring a clean, adaptive design and always-readable information.
Quick Start Guide
Select the futures contracts
Insert the nearest futures contracts into Front (1), Next (2) and Third (3), starting from the front-month contract.
You can easily find the correct contract using “Change Symbol”, filtering by Futures and selecting the appropriate expiry.
Check the contract expiry
Identify the rollover date directly on the chart using Events → Contract Switch.
This helps you confirm that you are analyzing the correct futures expiration.
Set the NEXT EXPIRY date
Enter the next futures expiration date in the NEXT EXPIRY (exact date) field.
Simply match it with the contract switch shown on the chart to stay perfectly aligned.
Monitor the curve
The box displays in real time:
curve structure (Contango / Backwardation / Flat)
percentage spread between expiries
prices of the three contracts with directional indicators
structure confirmation status
days-to-expiry countdown
visual rollover warning when expiration approaches
👉 Always keep contracts and expiry dates updated to ensure an accurate reading of the futures curve and to anticipate rollover phases correctly.
Statistics
PIP BOOSTER Mac_Apple (Desktop) FullversionThe PIP BOOSTER from underground-traders.com is a very intelligent indicator with integrated win-rate tracking (%), which can be used on all markets and timeframes. Thanks to its two fundamentally different algorithms, the PIP BOOSTER is able to find a profitable setup in over 80% of all charts. The win-rate tracking (%) is highly detailed and can be applied to up to 5,000 candles.
It updates after every single signal, ensuring that performance monitoring is always up to date. Additionally, PIP BOOSTER users can apply different time filters, which can further optimize performance.
There is both a desktop version and a mobile version, which can be used with the TradingView mobile app. All signals are displayed clearly in the mobile app, making it possible to trade directly from your smartphone.
Please note that the demo version does not include any live signals. The demo version is only for you to evaluate the performance (win-rate %) of the two algorithms.
We guarantee that there are no repaint signals, and the signals in the demo version are 100% identical to those in the full version.
For any questions, please visit:
underground-traders.com
Or contact us at:
help@underground-traders.com
PnL Candles/Line & Stats (Long & Short)I was enthusiastic to see how a PnL (Profit & Loss) candle looks, so I created this indicator to analyze trade performance for any other indicator. It visualizes PnL using candles and lines, making it easy to track individual trades and understand their outcomes.
How to Use:
In the indicator you want to analyze, define your entry and exit conditions as numeric series (1 or 0):
Longcondition = ? 1 : 0
LongExitcondition = ? 1 : 0
plot(Longcondition, title="Long Condition")
plot(LongExitcondition, title="Long Exit Condition")
Shortcondition = ? 1 : 0
ShortExitcondition = ? 1 : 0
plot(Shortcondition, title="Short Condition")
plot(ShortExitcondition, title="Short Exit Condition")
Provide these series as inputs in the PnL indicator:
Longcondition → Long trade entry trigger
LongExitcondition → Long trade exit trigger
Shortcondition → Short trade entry trigger
ShortExitcondition → Short trade exit trigger
Use the date/time filter to focus on specific periods.
Toggle Show Long Trades and/or Show Short Trades to display only the trades you want to analyze.
Features:
Visualizes PnL for each trade via candles and hidden lines.
Tracks key statistics: total trades, win rate, MAE (Maximum Adverse Excursion), MFE (Maximum Favorable Excursion), cumulative PnL.
Calculates historically suggested stop-loss levels (educational purposes only).
Summarizes metrics in a table with separate sections for Long and Short trades.
Note:
This tool is for educational purposes only. Stop-loss levels and trade statistics are illustrative, not trading recommendations. Users must perform their own analysis and risk management. The developer is not responsible for any gains or losses from using this indicator.
[X342] Liquidity Hunter Liquidity Hunter — Sweep Detection
OVERVIEW
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Liquidity Hunter identifies and tracks areas where stop-loss orders are likely clustered (liquidity pools) based on pivot points and notional value calculations.
METHODOLOGY
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
The indicator uses a sophisticated approach to identify liquidity:
1. Pivot Point Detection
- Uses configurable left/right bar lookback
- Identifies swing highs (upside liquidity targets)
- Identifies swing lows (downside liquidity targets)
2. Notional Value Calculation
- Formula: Price × Volume at pivot bar
- Represents the "dollar value" of orders at each level
- More accurate than simple volume or price levels alone
3. Dynamic Level Management
- Tracks up to configurable max levels per side
- Automatically removes MITIGATED levels (when price sweeps through)
- Oldest levels are removed when max is exceeded
WHY NOTIONAL VALUE?
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Traditional support/resistance uses price alone. Notional value (Price × Volume) provides a more realistic view of where significant orders are clustered. A high volume bar at a pivot is more significant than a low volume bar.
FEATURES
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
✓ Dual language support (English / Türkçe)
✓ Automatic level cleanup on mitigation
✓ Notional value labels on each level
✓ Distance percentage to nearest levels
✓ Total liquidity summary panel
✓ Sweep detection alerts
VISUAL ELEMENTS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
• Red Lines: Upside liquidity (buy stops above)
• Blue Lines: Downside liquidity (sell stops below)
• Labels: Show notional value at each level
INFO PANEL
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Displays 4-column layout:
- Total upside liquidity (sum of all notional values)
- Distance to nearest upside level (%)
- Total downside liquidity
- Distance to nearest downside level (%)
SETTINGS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Detection:
- Left Bars: Bars to left for pivot detection (default: 15)
- Right Bars: Bars to right for pivot confirmation (default: 5)
Display:
- Max Levels Each: Maximum levels per side (default: 8)
- Show Liquidity Amount: Toggle notional value labels
Colors:
- Upside Liq Color: Color for resistance/upside levels
- Downside Liq Color: Color for support/downside levels
ALERTS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
• New Upside Liq: New upside level formed
• New Downside Liq: New downside level formed
• Upside Sweep: Price swept through upside liquidity
• Downside Sweep: Price swept through downside liquidity
TRADING APPLICATION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- Use sweeps as potential reversal signals
- Larger notional values indicate stronger levels
- Distance % helps with risk/reward calculations
- Combine with trend indicators for confirmation
Smart Position Calculator: Risk, Margin & TicksAre you tired of manually calculating position sizes or using clumsy external calculators? This minimalist indicator solves the problem directly on your chart.
It tells you exactly how much to buy/sell to risk a specific dollar amount (e.g., $50), considering your leverage and commissions.
Key Benefits:
Protect your deposit: Standardize your risk per trade.
Plan better: See your Risk/Reward ratio and Commission costs instantly.
Trade comfortably: The UI adapts to your screen (Dark/Light modes + Font Size control).
Scalp precisely: See distance in Ticks.
How it works:
Add to Favorites.
Select Entry, Stop, and Take Profit points on the chart.
Read the table.
Contango/Backwardation Futures Box Desk - TT ToolsContango/Backwardation Futures Box
- stato della curva (Contango / Backwardation)
- spread % Mid vs Near (2/1)
- prezzi di Near / Mid / Far con frecce (sopra/sotto)
- struttura CONFIRMED / NOT CONFIRMED
- countdown alla scadenza + alert visivo “Rollover Soon”
Contango/Backwardation Futures Box
- curve status (Contango/Backwardation)
- Mid vs Near spread % (2/1)
- Near/Mid/Far prices with arrows (above/below)
- CONFIRMED/NOT CONFIRMED structure
- countdown to expiration + visual alert “Rollover Soon”
Growth Comparison (Gold, Silver, Copper, Platinum & Crypto)
Data Sources
The symbols configured this time point to globally trusted data sources (providers).
・OANDA (XAUUSD, XAGUSD, XCUUSD, XPTUSD):
Data from OANDA, one of the world's largest FX and commodity providers. It reflects the “spot prices” for gold, silver, copper, and platinum in near real-time.
・BINANCE (BTCUSDT, ETHUSDT, XRPUSDT):
Data from Binance, the world's largest cryptocurrency exchange. It has the highest trading volume and is used as the global standard price indicator. Retrieves BTC, ETH, and XRP.
How the Script Works (Technical Explanation)
・Fixed Starting Price:
The script internally stores the price on the set “comparison start date” (e.g., January 1, 2025).
・Real-Time Calculation:
It constantly retrieves the latest current price and continuously calculates the percentage using the following formula.
Formula: (Current Price - January 1, 2025 Price) ÷ January 1, 2025 Price × 100
*Since January 1 is a global market holiday (New Year's Day) with no prices available, the script automatically adopts the next market opening price (e.g., January 2 morning's open price) as the baseline.
・Automatic label tracking:
The program displays labels like “GOLD” at the right edge of the graph. This ensures you never lose track of which line corresponds to which asset, even when lines overlap.
Translated with DeepL.com (free version)
3Y Rolling Correlation vs SPY (Daily)Correlation vs SPY as measured by daily returns over the Trailing Three Years
PPAO - Propagator Price Action Oscillator
How PPAO works in one cycle (what it does every candle)
PPAO has 3 moving parts that run every bar:
1) It measures new candle pressure (the “push”)
This is the forcing term.
Return (ret): did price go up or down from last close?
Body: did the candle close above or below its open?
CLV: did the candle close near the high or near the low of its range?
With Option B, the “price action push” is directional:
Body is positive on bullish candles, negative on bearish candles.
CLV is:
near +1 if the candle closes near the high (buying strength),
near -1 if it closes near the low (selling strength).
So a candle that closes weak (near the low) pushes PPAO downward even if the candle range is large.
2) It decides how much to remember vs forget (the “friction”)
This is damping / decay.
High volatility (noisy market) → forget faster
Low volatility (cleaner market) → remember longer
So PPAO adapts: in chop it won’t hold bias for long; in smooth trends it will.
3) It updates a hidden “momentum engine” (state)
Internally it keeps two numbers (p and q) that store the market’s impulse with memory.
Every candle:
it shrinks the old state (decay),
rotates it a bit (momentum/volatility creates oscillation),
then adds the candle push (forcing).
Finally, it converts that hidden state into a 0–100 line:
> 50 means the state is aligned bullish,
< 50 means it’s aligned bearish.
The image below will give you an example of a deep analysis using the Propagator Price Action Oscillator (PPAO).
PPAO below 30
What that means mechanically
Below 30 = bearish impulse extreme.
It happens when the recent candles are consistently “bearish pressure” according to the forcing inputs:
returns are negative and/or
candles close weak inside their range (CLV negative) and/or
bodies are bearish (close < open)
Also, if volatility is elevated, damping can make this flip faster and stay extreme during a strong impulse.
What it means behaviorally
PPAO < 30 is not “prediction.” It is diagnosis:
“Recent candle pressure has been strongly bearish.”
This can show up in two common market contexts:
Continuation context
Price is breaking structure down, and candles keep closing weak → PPAO stays < 30.
Distribution / hidden weakness context (important)
Price may look stable or near a high, but candles are repeatedly closing poorly inside their ranges (negative CLV).
That makes PPAO drop under 30 even if price hasn’t collapsed yet.
That second case is exactly why Option B (Body + CLV) is useful: it can flag weak closes / selling absorption earlier than “price-only” oscillators.
PPAO above 70
What that means mechanically
Above 70 = bullish impulse extreme.
It occurs when the forcing inputs are strongly positive:
returns are positive and/or
candles close strong inside their range (CLV positive) and/or
bodies are bullish (close > open)
If volatility is not exploding, damping won’t erase the accumulated bullish state quickly, so PPAO can stay above 70 during sustained buying pressure.
What it means behaviorally
Again: not a prophecy, but an impulse read:
“Recent candle pressure has been strongly bullish.”
Two common contexts:
Trend continuation
Price is pushing higher and closes are strong → PPAO remains > 70.
Exhaustion risk
If price is hitting major resistance/liquidity and you start seeing weaker closes (CLV drops) while PPAO stops making new highs → that’s where reversals begin to appear.
The key takeaway using both images
PPAO extremes are best understood as:
Below 30: “Sellers are currently dominating candle pressure.”
Above 70: “Buyers are currently dominating candle pressure.”
Whether that dominance leads to continuation or reversal depends on what price does next (structure + where you are on the chart). PPAO is measuring pressure, not guaranteeing outcome.
3 RULESCreated 3 Unique Inputs: Instead of just one custom_txt variable, I created custom_txt1, custom_txt2, and custom_txt3.
Organized Settings: I grouped the settings in the menu (Position, Line 1, Line 2, Line 3) so it's easier to find the box you want to type in.
Updated Logic:
If you select "Custom Text" for Line 1, it reads the "Line 1 Custom Text" box.
If you select "Custom Text" for Line 2, it reads the "Line 2 Custom Text" box, etc.
How to use it:
Paste the code into the Pine Editor at the bottom of TradingView.
Click Add to Chart.
Open the Settings (Gear Icon) of the indicator.
Set Line 1, Line 2, and Line 3 all to "Custom Text".
Type whatever you want in the 3 separate text boxes.
Trend vs BalanceThis indicator is built to answer one key question before you trade:
Is the market trending or balancing (ranging)?
And it doesn’t just label it — it also gives you a confidence score (0–100%).
It works with two timeframes:
Daily (D): the “base” timeframe — it drives the decision.
H4 (240): the “adjustment” timeframe — it reinforces or weakens what Daily says.
That’s why the final output is COMBO:
COMBO always follows the Daily regime (Bull Trend, Bear Trend, or Balance).
H4 does NOT change the regime, it only adjusts the confidence % depending on whether it agrees or conflicts.
The % is calculated using a checklist-style scoring system (5 points per regime).
Each regime has 5 measurable conditions, each worth 20 points:
3 out of 5 → 60%
5 out of 5 → 100%
What does the checklist measure (pure candle behavior):
Structure: whether price forms a clear staircase (HH/HL for bull trend or LL/LH for bear trend).
Closes: whether candles close near the extremes (trend) or near the middle (balance).
Overlap: whether price is “choppy” with lots of overlap (balance) or cleanly displaced (trend).
Impulse vs pullback: whether one side clearly dominates (trend) or moves are more symmetric (balance).
Breaks: whether price breaks and stays outside (acceptance = trend) or breaks and quickly re-enters (balance).
How to read it quickly:
COMBO = your main playbook (trend strategy or range strategy).
COMBO % = your confidence level (how clear the context is).
If you see a ⚠️, it means strong conflict between Daily and H4 — a “be careful” day.
In short: Daily tells you the market “weather”, and H4 tells you whether today the wind is helping or fighting you.
Probabilidad Alcista / Bajista por Volumen yvvProbabilidad Alcista / Bajista por Volumen y tendencia
Probabilidad Alcista / Bajista por Volumen yvvProbabilidad del movimiento utilizando la direccion y el volumen
Binary Options Signals Provider M1-H4 [TradingFinder]🔵 Introduction
Binary Options trading is highly sensitive to timing, precision, and short-term price reactions. Unlike other trading styles, entries in binary markets must be executed at exact moments when price behavior, momentum, and liquidity conditions align within a very limited time window.
This Screener is designed to generate Binary Options trading signals based on pure price action analysis, market structure, and liquidity behavior rather than lagging indicators. The signals are not random alerts; they are produced only when price reacts at critical decision points defined by supply and demand zones.
The core logic focuses on how price behaves when it reaches areas of concentrated orders, where liquidity absorption or injection typically leads to fast directional moves. These reactions are evaluated through candlestick structure, momentum shifts, and false breakout behavior, which are essential for short-duration binary setups.
By combining order blocks, Fair Value Gaps, imbalances, and breaker structures with strict candlestick confirmation, this indicator identifies high-probability Long and Short Binary Options signals suitable for short-term expirations across multiple timeframes.
Rather than predicting the market, the indicator reacts to real-time order flow and liquidity interaction, making it a structured and disciplined tool for traders who rely on precise execution in Binary Options environments.
Long Signal :
Short Signal :
🔵 How to Use
The first step is to identify valid structural zones such as order blocks, Fair Value Gaps, imbalances, or breaker structures. These zones represent areas where order flow has previously shown a strong directional response and where future reactions are likely to occur.
Once a zone is identified, the indicator continuously monitors price behavior as it approaches and interacts with that area. A signal is generated only when price reaches a valid zone, liquidity behavior becomes evident, and a confirming candlestick structure forms in alignment with the expected direction.
This approach ensures that Binary Options signals are issued only during moments of active market participation, where short-term directional moves have the highest probability of success.
🟣 Long Signal
A Long Binary Options signal is generated when price reaches a validated demand zone, such as a bullish order block, an unfilled bullish Fair Value Gap, a lower-structure imbalance, or a bullish breaker.
As price enters the demand area, the indicator evaluates whether sell-side liquidity is being absorbed. This is reflected through changes in candlestick structure and momentum behavior.
Confirmation occurs when bullish price action patterns form, including structures such as :
Pin Bars with long lower wicks
Bullish Engulfing patterns
Rejection candles
False breakouts of local lows
Short-term momentum continuation after liquidity sweep
When these conditions align within or near the demand zone, the indicator issues a Long signal, indicating a high-probability bullish reaction suitable for Binary Options execution with short expirations.
🟣 Short Signal
A Short Binary Options signal is generated when price reaches a validated supply zone, such as a bearish order block, a bearish Fair Value Gap, an upper-structure imbalance, or a bearish breaker.
In these areas, price often collects buy-side liquidity above nearby highs before reversing. The indicator monitors this behavior and waits for clear bearish confirmation through candlestick structure and momentum shift.
Bearish confirmation patterns include :
Pin Bars with long upper wicks
Bearish Engulfing patterns
Rejection candles
Indecision followed by strong bearish displacement
False breakouts of local highs
Once price confirms rejection or liquidity exhaustion within or near the supply zone, the indicator generates a Short signal, highlighting a short-term bearish opportunity optimized for Binary Options trading.
🔵 Settings
Last Candle in Signal Direction: When On, a signal is issued only if the last candle moves in the direction required by the signal.
Signal in Nearly Zone : When enabled, the signal becomes valid even if the candle is near the zone rather than strictly inside it. When disabled, only signals formed inside the zone are allowed.
Table on Chart : This setting enables or disables the on chart screener table. When enabled, the table displays signal status, correlation information, and symbol data directly on the chart. When disabled, the chart remains clean with no table overlay.
Number of Symbols : This option controls how many symbol pairs are displayed in the screener table. Users can choose between four or six pairs depending on screen size and personal preference.
Table Size : This setting adjusts the visual scale of the screener table. Smaller sizes are suitable for minimal layouts, while larger sizes improve readability when monitoring multiple pairs simultaneously.
Table Mode : This setting offers two layout styles for the signal table.
Basic mode displays symbols in a single vertical column, using more vertical space and providing straightforward readability.
Extended mode arranges symbols in pairs side by side, optimizing screen space with a more compact and efficient layout.
Table Position : This option defines where the screener table is placed on the chart. The table can be positioned in any corner or central area to avoid overlapping with price action or other indicators.
🔵 Conclusion
Binary Options trading requires precise timing, disciplined execution, and a clear understanding of short-term market behavior. This indicator is built on the principle that high-quality binary signals emerge not from prediction, but from real-time price reactions at key liquidity zones. By combining supply and demand analysis with structural elements such as order blocks, Fair Value Gaps, imbalances, and breaker structures, the indicator filters out random price movements and focuses only on moments when the market is actively responding to order flow.
Signals are generated exclusively when price reaches a validated zone, liquidity behavior becomes evident, and a confirming candlestick forms at the correct location. This structured process helps reduce emotional or impulsive entries and maintains consistency in execution. Rather than acting as a standalone decision-maker, the indicator functions as a confirmation and timing tool, assisting traders in identifying high-probability Long and Short Binary Options setups across multiple timeframes while remaining aligned with the underlying mechanics of price and liquidity.
Candle Size Table (Big Font & Colors)Symbols: gold, oil, BTC, silver, USDJPY, GBPUSD, USDCAD, AUDUSD
Timeframes: 1m and 5m
Size of the previous candle (for each TF)
I’ll assume “size” = candle range (high − low) of the previous closed candle.
AI Academy: Volume k-NN [PhenLabs]📊 AI Academy: Volume k-NN
Version: PineScript™ v6
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📌 Description
AI Academy: Volume k-NN (Theory Edition) is an educational indicator designed to demystify how artificial intelligence pattern recognition works directly on your TradingView charts. Rather than being a black-box signal generator, this tool visualizes the entire k-Nearest Neighbors algorithm process in real-time, showing you exactly how AI identifies similar historical patterns and generates predictions.
The indicator scans up to 2,000 historical bars to find patterns that match your current price action, then uses an ensemble of the closest matches to project potential future movement. What sets this apart is the integrated “AI Grimoire”—an interactive educational book overlay that teaches core machine learning concepts through four illuminating chapters.
Whether you’re a trader curious about AI methodology or a developer learning algorithmic concepts, this indicator transforms abstract machine learning theory into tangible, visual understanding.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🚀 Points of Innovation
• First TradingView indicator to visualize k-NN algorithm execution in real-time with full transparency
• Interactive “AI Grimoire” educational overlay teaches machine learning concepts while you trade
• Dual-mode pattern matching combines price action with optional volume confirmation
• Confidence-based opacity system visually communicates prediction reliability
• Historical match visualization shows exactly which past patterns informed the prediction
• Ghost bar projections display averaged ensemble predictions with adjustable forecast horizons
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🔧 Core Components
• Pattern Capture Engine: Converts recent price action into logarithmic returns for normalized comparison across different price levels
• k-NN Search Algorithm: Calculates Euclidean distance between current pattern and historical patterns to find closest matches
• Volume Weighting System: Optional feature that incorporates volume patterns into distance calculations with adjustable influence
• Ensemble Predictor: Averages future returns from k-nearest historical matches to generate consensus forecast
• Confidence Calculator: Measures average distance of top matches to determine prediction reliability on 0-100% scale
• AI Grimoire Display: Table-based educational overlay rendering book-style content with chapter navigation
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🔥 Key Features
• Adjustable Pattern Length: Define how many bars constitute the current pattern for matching (5-100 bars)
• Configurable Search Depth: Control how far back the algorithm searches for historical matches (500-4,900 bars)
• Flexible k-Neighbors: Select how many closest matches inform the prediction (1-20 neighbors)
• Volume Toggle: Enable or disable volume pattern matching for different market conditions
• Volume Influence Slider: Fine-tune the weight given to volume vs. price patterns (0-100%)
• Ghost Bar Count: Adjust how many future bars the indicator projects (3-15 bars)
• Minimum Confidence Filter: Set threshold to hide low-confidence predictions
• Historical Match Display: Toggle visibility of colored boxes marking source patterns
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🎨 Visualization
• Blue Scanner Box: Highlights current pattern being analyzed labeled “AI INPUT (The Prompt)”
• Green Historical Boxes: Mark past patterns where price subsequently moved bullish
• Red Historical Boxes: Mark past patterns where price subsequently moved bearish
• Ghost Bars: Semi-transparent candles projecting into the future showing predicted price path
• Confidence Label: Displays prediction confidence percentage and number of matches used
• AI Grimoire Book: Leather-bound book overlay in top-right corner with navigable chapters
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📖 Usage Guidelines
Algorithm Settings
• Pattern Length — Default: 20 | Range: 5-100 | Controls how many recent bars define the pattern. Shorter values find more matches but less specific. Longer values find fewer but more precise matches.
• Search Depth — Default: 2000 | Range: 500-4900 | Determines how many historical bars to scan. Higher values find more potential matches but increase computation time.
• k-Neighbors — Default: 5 | Range: 1-20 | Number of closest matches to use for prediction. Higher values smooth predictions but may dilute strong signals.
• Ghost Bar Count — Default: 5 | Range: 3-15 | How many future bars to project. Shorter horizons are typically more reliable.
• Use Volume Matching — Default: Off | When enabled, patterns must match on both price AND volume characteristics.
• Volume Influence — Default: 30% | Range: 0-100% | Weight given to volume pattern when volume matching is enabled.
Visualization Settings
• Bullish/Bearish Match Colors — Customize colors for historical match boxes based on outcome direction.
• Min Confidence % — Default: 60 | Predictions below this threshold will not display.
• Show Historical Matches — Default: On | Toggle visibility of source pattern boxes on chart.
Education Settings
• Select Chapter — Navigate through AI Grimoire chapters or keep book closed for clean chart view.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
✅ Best Use Cases
• Learning how k-Nearest Neighbors algorithm functions in a trading context
• Understanding the relationship between historical patterns and forward predictions
• Identifying when current market conditions resemble past scenarios
• Supplementing discretionary analysis with pattern-based confluence
• Teaching others machine learning concepts through visual demonstration
• Validating whether volume confirms price pattern formations
• Building intuition for what AI “sees” when analyzing charts
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
⚠️ Limitations
• Past pattern similarity does not guarantee future outcome similarity
• Requires sufficient historical data (minimum 500+ bars) to function properly
• Computation-intensive on lower timeframes with maximum search depth
• Cannot predict truly novel “black swan” events not represented in historical data
• Volume matching less effective on assets with inconsistent volume reporting
• Predictions become less reliable as forecast horizon extends further out
• Educational overlay may obstruct chart view on smaller screens
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
💡 What Makes This Unique
• Full Transparency: Unlike black-box AI tools, every step of the algorithm is visualized on your chart
• Integrated Education: The AI Grimoire teaches machine learning concepts without leaving TradingView
• Theory Meets Practice: See exactly which historical patterns inform each prediction
• Honest Uncertainty: Confidence scoring and opacity fading acknowledge when the AI “doesn’t know”
• Dual-Mode Analysis: Optional volume weighting adds institutional-quality analysis dimension
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🔬 How It Works
1. Pattern Capture: On each bar, the indicator captures the most recent price changes as logarithmic returns, creating a normalized “fingerprint” of current market behavior. If volume matching is enabled, volume changes are captured similarly.
2. Historical Search: The algorithm iterates through up to 2,000 historical bars, calculating the Euclidean distance between the current pattern fingerprint and each historical pattern. Distance combines price similarity and optional volume similarity based on weight settings.
3. Neighbor Selection: All historical patterns are ranked by similarity (lowest distance = most similar). The k-closest matches are selected as the “ensemble council” that will inform the prediction.
4. Confidence Calculation: Average distance of top-k matches determines confidence. Tighter clustering of similar patterns yields higher confidence scores, while scattered or distant matches produce lower confidence.
5. Prediction Generation: Future returns from each historical match (what happened AFTER those patterns) are averaged together. This ensemble average is applied to current price to generate ghost bar projections.
6. Visualization: Historical match locations are marked with colored boxes (green for bullish outcomes, red for bearish). Ghost bars render with opacity tied to confidence level—higher confidence means more solid bars.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
💡 Note:
This indicator is designed primarily for educational purposes —to help traders understand how AI pattern recognition algorithms function. While the predictions can supplement your analysis, they should never be used as the sole basis for trading decisions. The AI Grimoire chapters explain key concepts including why AI “hallucinates” during unprecedented market events. Always combine with proper risk management and additional confirmation.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Apex Wallet - Real-Time Market Volume Delta & Order FlowOverview The Apex Wallet Market Volume Delta is a professional liquidity analysis tool designed to decode the internal structure of market volume. Unlike standard volume bars, this script calculates the "Delta"—the net difference between buying and selling pressure—to reveal the true conviction of market participants in real-time.
Dynamic Multi-Mode Intelligence This indicator features an adaptive calculation engine that recalibrates its internal logic based on your trading style:
Scalping: Fast-response settings (9-period MA) for immediate execution on low timeframes.
Day-Trading: Balanced settings (26-period MA) optimized for intraday sessions.
Swing-Trading: High-filter settings (52-period MA) for major trend confirmation.
Advanced Order Flow Detection
Real-Time Delta Calculation: Tracks the precise interaction between price and volume to identify aggressive buyers vs. passive sellers.
Dual Calculation Modes: Choose between "Buy/Sell" (aggressive) or "Buy/Sell/Neutral" for a more granular view of flat market periods.
Visual Delta Labels: Displays the net volume values directly above each bar, with color-coded alerts (Green for Bullish Delta, Red for Bearish Delta).
Scalable UI: Features a "Scale Down Factor" to simplify large volume numbers into readable units (10/100/1k/10k).
Key Features:
Visual Split: Clearly differentiates historical volume from real-time buying and selling flows.
Trend Confirmation: Integrated optional EMA to compare current volume surges against the average market liquidity.
Clean Interface: Professional-grade histogram styling with clear demarcation of session activity.
Apex Wallet - Bitcoin Halving Cycle & Profit ProjectionOverview The Apex Wallet Bitcoin Halving Cycle Profit is a strategic macro-analysis tool designed for Bitcoin investors and long-term holders. It provides a visual framework of Bitcoin's 4-year cycles by identifying past halving dates and projecting future ones automatically. The script highlights key accumulation and profit-taking windows based on historical cycle performance.
Dynamic Cycle Intelligence
Halving Milestones: Automatically detects and marks all major halving events (2012, 2016, 2020, 2024) with precise timestamps.
Predictive Projections: Using an estimated 1,460-day cycle, the script projects up to 30 future halving events to help plan long-term investment horizons.
Timeframe Optimization: Built specifically for Weekly (W) and Monthly (M) charts to provide a clean, high-level perspective of market structure.
Key Strategy Visuals
Profit Windows: Visualizes "Start" and "End" profit zones with automated vertical lines and color-coded labels based on user-defined offsets from the halving.
DCA Chain Signals: Identifies strategic Dollar Cost Averaging (DCA) points throughout the cycle to assist in disciplined accumulation.
Heatmap Shading: Features dynamic background shading that intensifies as the cycle progresses toward historical peak performance periods.
How to Use:
Switch to a Weekly or Monthly Bitcoin chart.
Use the Green Labels (Profit START) to identify early cycle strength.
Monitor the Red Labels (Profit END) for historical cycle exhaustion zones.
Poseidon Trail [ReiConcept]🔱 POSEIDON TRAIL - Premium Multi-Timeframe Trading System
═══════════════════════════════════════
🎯 FEATURES
✅ Multi-Timeframe BSI Algorithm (4 TF + optional Booster)
✅ Instant Trail Stop from entry
✅ Automatic asset detection with adaptive parameters
✅ Advanced backtest with dates (first trade, drawdown, streaks)
✅ Session alerts (30 min warning before end)
✅ Visual $100 risk scale
✅ Heiken Ashi warning system
✅ Anti-repaint guaranteed
═══════════════════════════════════════
📊 HOW IT WORKS
The indicator analyzes confluence across multiple timeframes:
🟢🟢🟢🟢 = LONG Signal (Buy)
🔴🔴🔴🔴 = SHORT Signal (Sell)
Instant trailing stop activates from entry to protect your capital.
═══════════════════════════════════════
📈 BACKTESTED RESULTS
- Gold H4: 627 trades | 75.3% winrate
- EUR/USD M15: 465 trades | 83.2% winrate
- EUR/USD D1: 371 trades | 78.2% winrate
═══════════════════════════════════════
⚙️ MAIN SETTINGS
- SL $ Base: Your risk in dollars (auto-adjusted by TF)
- Trail %: Trailing stop percentage (auto per asset)
- Booster: Enables 5th timeframe for precision
- Session: Trading hours with alerts
═══════════════════════════════════════
🔒 ACCESS
⚠️ LIMITED TO 200 LICENSES
Premium invite-only indicator
▶️ Contact: rei@reiconcept.fr
🌐 Website: reiconcept.fr
═══════════════════════════════════════
© ReiConcept 2026 - All rights reserved
Full Dashboard V16 - Final Fix M15 & PA SignalsTable (Multi timefram)
- show Trend
- show rsi
- show Stoch
- show prev candle (default hide)
- show curr candle (default hide)
- shows the time when the candlestick will close.
--- can config show/hide all column
Graph
- show rsi 89/21
Signal
- show signal with tp/sl (default hide)
Fix bug
