Cash and Carry Strategy and Profit ExpectationCash and Carry Strategy and Profit Expectation
In contemporary finance, price discrepancies between spot markets and futures markets represent a significant source of profit opportunities. One of the most established and widely utilized methods of arbitrage to exploit these discrepancies is the Cash and Carry Strategy. This approach is not speculative in nature, but rather market-neutral, grounded in the principle that the spot price and the futures price of an asset must converge upon the expiration of the futures contract.
The essence of the strategy lies in simultaneously purchasing the underlying asset in the spot market and selling an equivalent position in the futures market. By doing so, the investor holds the physical or underlying asset while securing a predetermined selling price through the futures contract. The difference between the futures price and the spot price at the inception of the trade—referred to as the carry spread—becomes the expected profit of the strategy.
Because the spot position and the futures position are of equal size but opposite direction, the investor is largely insulated from fluctuations in the underlying asset’s price. Any losses incurred in the spot position due to price declines are offset by corresponding gains in the futures position, and vice versa. The net result is a locked-in profit equal to the carry spread, provided that costs are properly accounted for. For this reason, the Cash and Carry is categorized as a market-neutral strategy, attractive to institutional investors and funds seeking stable, predictable returns while minimizing exposure to volatility.
In practice, however, the realized profit depends on more than the raw spread between futures and spot. Transaction costs, exchange commissions, and financing expenses must all be deducted from the gross profit. In many cases, these costs can erode, or even entirely eliminate, the arbitrage margin. Careful calculation and capital management are therefore essential for effective implementation.
Beyond its profit potential, the Cash and Carry strategy also plays a systemic role in maintaining market efficiency. When futures contracts are overpriced relative to their theoretical fair value, arbitrageurs enter into Cash and Carry positions, which exert downward pressure on the futures price and upward pressure on the spot price. This process restores equilibrium, ensuring consistency with the Law of One Price, which states that identical assets should not persistently trade at different prices. Thus, the strategy not only benefits individual investors but also contributes to the overall stability and fairness of financial markets.
In conclusion, the Cash and Carry strategy exemplifies how arbitrage can serve as both a tool for profit generation and a mechanism of systemic balance. It demonstrates that investors need not rely on forecasting the direction of markets to achieve returns; rather, they can profit from temporary inefficiencies in price structures. Ultimately, the strategy’s significance lies not only in its ability to secure predictable profit through the carry spread but also in its broader contribution to the efficiency and stability of global financial systems.
Educational
EMA 200 MultiTF G/R + Cross Alerts by LifeHack Trader1. Indicator Setup
The script starts by defining the version of Pine Script (v5) and creating an indicator called "EMA 200 MultiTF G/R + Cross Alerts by LifeHack Trader."
The overlay=true parameter ensures that the indicator is plotted directly on the price chart.
2. Function to Get EMA200
A custom function getEma200 is defined to retrieve the 200-period Exponential Moving Average (EMA) for a specified timeframe (tf).
This function uses the request.security function to fetch the close price's EMA from different timeframes.
3. Calculate EMA200 for Multiple Timeframes
The script calculates the EMA200 for four timeframes: 15 minutes ("15"), 1 hour ("60"), 4 hours ("240"), and 1 day ("D").
These values are stored in variables (ema15, ema1h, ema4h, ema1d) and represent the EMA for each timeframe.
4. Determine Price Above or Below EMA200 (G/R)
For each timeframe, the script checks whether the closing price is above or below the EMA200.
It uses boolean checks to determine if the price is above the EMA200, assigning the status "G" (Green) for above and "R" (Red) for below.
5. Cross Signal Detection (Up/Down)
The script detects crossovers and crossunders between the price and EMA200 for each timeframe.
A crossover signal is detected when the price crosses above the EMA200 (bullish), and a crossunder signal is detected when the price crosses below the EMA200 (bearish).
These signals are stored in separate variables (crossUp, crossDown).
6. Display a Table with G/R Status and Cross Alerts
A table is created and displayed in the top-right corner of the chart. The table shows the status (G or R) for each timeframe and the cross signal (▲ for crossover, ▼ for crossunder, or - for no cross event).
The table is updated with the respective values for each timeframe every time a new bar is formed.
7. Alert Conditions
The script defines alert conditions based on the crossovers and crossunders.
When a price crosses above the EMA200 (cross-up), an alert is triggered for a potential buy opportunity. When the price crosses below the EMA200 (cross-down), an alert is triggered for a potential sell opportunity.
Alerts are configured for each timeframe (15 minutes, 1 hour, 4 hours, and 1 day).
This script provides a comprehensive system for monitoring price action relative to the EMA200 on multiple timeframes, highlighting crossovers, and delivering visual feedback and alerts based on the price's relationship with the EMA.
Futures Forward Price [NeoButane]In futures markets, the theoretical value of a futures contract can be derived from its underlying price and cost of carry. By baking in the costs and potential yields, the theoretical forward price then be used in basis against futures prices in place of the underlying spot price.
Usage
The script creates plots on the main chart and a separate window pane. Both are meant to be used to visualize dislocations in the market.
By using a futures vs. forward basis instead of futures vs. spot basis, discounts in the market are clearer.
Last month, the gold futures market GCZ2025 traded >1% above forward price when tariffs were announced and fell back in line once the tariffs were verbally retracted.
View roll spreads over a back-adjusted continuous chart. I guess. I don't think spread traders only look at one chart. This is as educational for me as it is you.
Configuration
The underlying reference needs to be changed to match the futures contract you are using.
The Risk-Free Rate defaults to FRED:SOFR. I found the contract month matched 3-Month SOFR Futures to be the closest for forward price.
Risk-Free Rate: The interest rate source for forward price.
Constant Risk-Free Rate: a static interest rate that can be used in advance of future changes in risk-free rate.
Underlying Reference: spot or index price. Some examples include TVC:SPX, TVC:GOLD, CRYPTO:BTCUSD, TVC:USOIL.
Forward Price Compounding: determines which formula to use. They're similar and become closer as the contract matures.
Alternative Contract: enable and select a futures contract to use it on a chart different than the main.
Storage Cost and Yield: for use with commodities. I haven't found a proper use for them yet but enabling is simple if you are able to.
The following are meant to be used with the continuous formula as they are compounded. However the rate sources don't differ much for the purpose of futures prices.
3-Month CME SOFR Futures
3-Month ICEEUR SONIA Futures
3-Month Osaka TONA Futures
The other rate sources are either meant for futures contracts shorter than quarterly such as monthly crypto futures or were meant to help myself understand how different rates would align with futures prices, like inflation.
What this script does
It uses the cost of carry formula to output the forward price (red line). The underlying reference (green line) is plotted alongside and a futures-derived reference (blue line) can be displayed to see how it looks next to the real reference price.
The data pane displays either the nominal difference or percentage difference between the real futures price and the calculated forward price.
Further reading
www.investopedia.com
www.cmegroup.com
www.oxfordenergy.org
www-2.rotman.utoronto.ca
www.cmegroup.com
3-month rate futures
www.cmegroup.com
www.ice.com
www.bankofengland.co.uk
www.jpx.co.jp
RT-Signal LiteRT-Signal Lite — Learning & Price-Action Companion (EN)
Protected script – source code is not visible. Educational tool for learning structured entries, filters and risk management.
What it is
RT-Signal Lite is a learning-first price-action indicator that helps you turn chart context into repeatable entries. It combines a score engine (trend, momentum, volume, divergences) with optional pattern/structure filters, a clear signal panel, and a visual TP/SL ladder in R-multiples.
How it helps you learn
• Practice exact entry logic (Cross/Pullback/Breakout with optional Retest).
• See why a setup is allowed or blocked (FVG/HTF proximity, ADX/DI, Volume Z, Liquidity sweep etc.).
• Train risk thinking with R-based TP ladder, BE/Trailing, “SL-Fishing” concept and a compact monthly performance table (educational only).
• Multi-TF RSI panel + simple market labels keep the big picture in view.
• Works great in Replay mode for bar-by-bar drills.
Quick start
Pick a supported timeframe (3/5/15/30/45/60/240/D by default; or add your own in Settings → Timeframe-Gate).
Choose an Entry Mode : CrossOnly / Pullback / Breakout (with ATR buffer) / Retest / Any.
Keep default risk presets (ATR or Structure SL, TP1 in R, step in R, optional BE/Trailing).
Read the Signal Box : direction, Entry/SL/SL-Fishing, TP1…TPn, status, VIX/VDAX state, score & confidence.
Use Trend Box for MTF RSI and a quick checklist (Breakout, Volume OK, Divergence, VIX allowed).
Train in Replay → journal your decisions.
Main features (Lite)
• Entry engine : SMA cross, EMA pullback bounce, prior HH/LL breakout with ATR buffer, optional strict Retest window; candlestick assists (Hammer/Shooting Star, Engulfing, Morning/Evening Star, Doji, Inside Bar, 3 Soldiers/Crows).
• Filters : ADX/DI thresholds (TF-aware), Volume (level & Z-score), RSI divergences (pivot-anchored), ATR/Close regime, FOMO-bar guard, Liquidity sweep window, Opposite Order-Block distance, FVG zone gating, HTF zone proximity, optional VIX/VDAX gate (auto picks VDAX for DAX).
• Structure : Support/Resistance lines, classical FVG (lifetime & mitigation), robust Order-Blocks with separate states and mitigation logic.
• Scanners : Triangle breakout (Lite).
• Risk & exits : Structure/ATR SL, SL-Fishing buffer, TP ladder in R (TP1…TPn), optional BE & Trailing after TP1, cooldown, max bars in trade.
• UI : Signal Box, Trend Box, local trade boxes/lines (entry/sl/tp), watermark, monthly performance table (one outcome per trade: highest TP or SL-Fishing; counted by exit/entry month – for learning only).
• Alerts : Alerts are available in PRO only.
• Privacy : Compiled & protected; source code is not visible.
Key inputs (short list)
Entry mode • Breakout ATR buffer • Retest window/strict • Pullback bounce •
Risk: min R:R, Structure/ATR SL, ATR multiplier, TP ladder, BE/Trail, Cooldown •
Filters: ADX/DI, Volume/Z, ATR regime, RSI limits, FVG/HTF gates, Liquidity sweep, Opp. OB distance •
Scanners: Triangle (Lite) • RSI-MTF toggles • Visuals (Signal/Trend boxes, SR, OB/FVG).
Markets & timeframes
Indices (US/DE), commodities, crypto, forex, stocks.
Works on the whitelisted/custom TFs (e.g., 3/5/15/30/45/60/240/D). Heikin-Ashi and some feeds may change results; volume-based filters need reliable volume.
Best practice (learning workflow)
• Start with 5m/15m/1h on liquid symbols.
• Train in Replay: define entry, see blockers, adjust rules, collect screenshots.
• Move to live observation (paper/sim) only after you can explain every entry/avoidance.
• Use strict risk: position sizing to SL, no over-optimization, no promises.
FAQ — “No signal?” (common blockers)
TF not allowed • Cooldown active • ADX/DI below threshold • VIX/VDAX gate off •
Retest not hit yet • FVG/HTF gate blocking • FOMO bar filtered • Min R:R to next level not met • Opposite OB too close • Liquidity sweep window not satisfied.
PRO upgrade
Adds alerts and extra scanners (Range/Channel/Double-Top/Bottom), more visualization and flexibility. Links are provided inside the script under Settings → Info .
Disclaimer
For educational purposes only. No financial advice. No performance guarantee. Always validate signals in context (structure, liquidity, volatility, news). You are fully responsible for your decisions and risk.
Range Stats with Sweeps + Time Analysis + BiasRange Stats with Sweeps + Time Analysis + Bias
Advanced range-based trading analysis with comprehensive sweep detection, time-based probability modeling, and intelligent bias calculation for institutional-grade market insights.
Overview
Range Stats with Sweeps + Time Analysis + Bias is a sophisticated Pine Script indicator designed for professional traders who demand precision in range-based market analysis. This comprehensive tool combines traditional range level analysis with advanced sweep detection algorithms, time-based probability modeling, and dynamic bias calculation to provide institutional-quality insights into market behavior patterns.
Core Features
Multi-Timeframe Range Analysis
Automatic or manual timeframe selection with intelligent defaults
Comprehensive range level calculation including High, Low, Open, 75%, EQ (50%), and 25% retracements
Dynamic period detection supporting both traditional timeframes and custom session-based analysis
Real-time range updates with historical data preservation
Advanced Sweep Detection System
Configurable sweep validation with customizable bar confirmation periods
Optional wick-based sweep requirements for enhanced precision
Segment-based sweep tracking dividing periods into three analytical zones
Real-time sweep markers with probability-enhanced labeling
Comprehensive Bias Calculation Framework
Intelligent range bias determination based on price action relative to range boundaries
Dynamic bias tracking with bullish, bearish, and neutral state identification
Historical bias performance statistics with hit rate analysis
Optimal Trade Entry (OTE) box generation based on current bias and displacement analysis
Time-Based Probability Analysis
Formation time tracking for high and low levels with customizable time buckets
Sweep probability calculation based on exact formation timing
Multiple time range displays including Full 24H, Extended Trading, US Market, EU Market, and Asia Market sessions
Custom session configuration with intelligent session-based level detection
Professional Visualization System
Customizable line styles, colors, and transparency settings for all range levels
Segment projection lines for period structure visualization
Comprehensive probability tables with real-time statistics
Time-enhanced labels showing formation times and sweep probabilities
Technical Implementation
Range Detection Logic
The system employs sophisticated algorithms to identify range boundaries using either traditional timeframe-based detection or custom session-based analysis. Range levels are calculated with mathematical precision, providing 75%, 50%, and 25% retracement levels based on period high-low ranges.
Sweep Analysis Framework
Advanced sweep detection monitors price action for liquidity grabs above highs and below lows, with configurable validation periods ensuring sweep authenticity. The system tracks sweep occurrences across three distinct period segments, enabling granular probability analysis.
Bias Calculation Engine
The intelligent bias system analyzes price behavior relative to range boundaries, considering factors such as wick interactions, close positioning, and directional momentum. This generates dynamic bias signals that adapt to changing market conditions.
Time-Based Modeling
Sophisticated time bucket analysis tracks formation times for range extremes, building comprehensive probability models that identify optimal trading windows based on historical performance patterns.
Configuration Options
Core Settings
Automatic or manual timeframe selection with comprehensive options
Global timezone support with major market timezone presets
Configurable label sizing and time format preferences
Advanced sweep validation parameters with wick-based options
Range Level Customization
Individual control over all range level displays and styling
Custom color schemes with transparency controls
Line style selection including solid, dashed, and dotted options
Adjustable line widths for enhanced visual hierarchy
Advanced Features
Segment projection line configuration for period structure analysis
Bias calculation toggle with OTE box generation
Sweep extreme probability tracking with period extreme analysis
Comprehensive sweep marker system with probability labeling
Time Analysis Configuration
Multiple time bucket options including 20-minute, 1-hour, 2-hour, and custom session buckets
Flexible time range displays optimized for different trading sessions
Custom session configuration with intelligent session-based level detection
Advanced table positioning and sizing options
Trading Applications
Range-Based Strategy Development
Identify key support and resistance levels within established ranges, analyze retracement probabilities for optimal entry timing, and utilize segment-based analysis for precise trade planning.
Sweep-Based Trading
Monitor liquidity grab events with high-probability retracement targets, track sweep occurrences across different period segments, and leverage time-based sweep probability for enhanced timing.
Bias-Driven Analysis
Utilize dynamic bias calculation for directional trade alignment, implement OTE box strategies for institutional-style entries, and monitor bias shifts for trend change identification.
Time-Based Optimization
Optimize trade timing using formation time probability analysis, focus on high-probability time windows for specific market behaviors, and customize analysis for preferred trading sessions.
Technical Specifications
Built on Pine Script v6 with advanced optimization techniques
Comprehensive data collection with intelligent memory management
Real-time probability calculation with historical data preservation
Multi-session support with custom timezone handling
Professional-grade visualization with institutional styling
Important Considerations
This indicator is designed for experienced traders familiar with range-based analysis and institutional trading concepts. Optimal performance requires adequate historical data for probability calculation accuracy. Users should ensure proper timeframe and session configuration alignment with their trading strategy.
Disclaimer
This indicator is provided for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or trading signals. All trading decisions should be based on your own analysis, risk tolerance, and financial situation. Past performance does not guarantee future results. Trading involves substantial risk of loss and is not suitable for all investors. The probability statistics and bias calculations are based on historical data and may not predict future market behavior. Always conduct thorough research and consider consulting with qualified financial professionals before making trading decisions.
Copyright
© 2025 OmarxQQQ. All rights reserved. This Pine Script indicator and its associated documentation are protected by copyright law. Unauthorized reproduction, distribution, or modification is prohibited. This code is subject to the terms of the Mozilla Public License 2.0.
Range Stats with Sweeps + Time Analysis + Bias - Professional range analysis with institutional-grade probability modeling.
Time Clusters {X}Time Clusters - Dynamic Session Bias Analysis
Professional time-based session analysis with intelligent bias detection and real-time visual feedback.
Overview
Time Clusters is a sophisticated Pine Script indicator engineered for precision session-based market analysis. It creates visual time zones at user-defined session periods and dynamically tracks price bias evolution using institutional-grade detection logic. The tool empowers traders to identify critical time periods and monitor market sentiment transitions with professional-grade accuracy.
Core Features
Multi-Session Time Analysis
Six fully customizable time cluster configurations
Comprehensive global timezone support with automatic DST handling
Individual session control with unlimited or restricted display options
Precision 1-minute session detection for maximum accuracy
Dynamic Bias Detection System
Real-time bullish/bearish sentiment identification based on breakout patterns
Instant color transitions reflecting market bias shifts
Professional inversion logic adapted from institutional trading methods
Comprehensive color customization with separate transparency controls
Advanced Visual Framework
Custom border styling with dotted highs/lows and solid connection lines
Clear visual hierarchy distinguishing historical from dynamic zones
Configurable line styles and adjustable border thickness
Open left-side design for clean professional appearance
Intelligent Session Management
Smart cutoff handling preventing premature midnight session termination
Next-day extension logic for overnight session continuity
Flexible timing controls respecting user-defined cutoff parameters
Technical Implementation
Session Creation Process
Time zones generate at specified session intervals using high-precision 1-minute data, establishing clear high/low boundaries from session opening candles with dynamic extension until session completion or cutoff activation.
Bias Analysis Framework
The system monitors full-body closes above/below established ranges, determines initial sentiment direction from breakout patterns, detects bias inversions when price returns to range and breaks opposite boundaries, then updates visualizations from exact inversion points forward.
Visual Feedback Architecture
Historical zones maintain original session colors while dynamic zones reflect current market bias, creating split visualization that clearly distinguishes between past and present market sentiment.
Configuration Options
Core Settings
Session drawing limits and timeframe restrictions
Global timezone selection with daylight saving awareness
Label sizing, positioning, and text color controls
Independent transparency settings for boxes and text elements
Bias Detection Controls
Toggle automatic bias detection functionality
Custom color selection for bullish, bearish, and neutral states
Separate transparency controls for auto-coloring mode
Signal preference selection between close and wick-based analysis
Visual Customization
Individual border styling for top, bottom, and right edges
Line style selection with solid, dotted, or dashed options
Border width adjustment from 1-5 pixel thickness
Professional visual hierarchy configuration
Trading Applications
Session-Based Strategy Development
Analyze opening range dynamics during key session periods, identify recurring time-based behavioral patterns, and coordinate multiple session monitoring for comprehensive market coverage.
Sentiment Analysis
Visualize real-time market bias transitions, validate directional movements with time-based context, and understand price interaction dynamics with established session boundaries.
Strategic Market Planning
Optimize position entry timing around critical session periods, utilize session boundaries for logical stop placement, and develop comprehensive intraday market structure understanding.
Technical Specifications
Built on Pine Script v6 with latest optimization features
High-precision 1-minute data integration for accurate session detection
Efficient memory management with intelligent cleanup protocols
Multi-timeframe compatibility optimized for sub-hourly analysis
Real-time processing with live bias detection and visual updates
Important Considerations
This indicator focuses specifically on time-based session analysis with dynamic bias detection rather than traditional gap identification. Optimal performance occurs on timeframes below one hour. Users must ensure session times align with their trading timezone for accurate analysis.
Disclaimer
This indicator is provided for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or trading signals. All trading decisions should be based on your own analysis, risk tolerance, and financial situation. Past performance does not guarantee future results. Trading involves substantial risk of loss and is not suitable for all investors. Always conduct thorough research and consider consulting with qualified financial professionals before making trading decisions.
Copyright
© 2024 omarxqqq. All rights reserved. This Pine Script indicator and its associated documentation are protected by copyright law. Unauthorized reproduction, distribution, or modification is prohibited.
Normalized Volume Z-Score
The Normalized Volume Z-Score indicator measures how unusual the current trading volume is compared to its recent history.
It calculates the z-score of volume over a user-defined lookback period (default: 50 bars), optionally using log-volume normalization.
A z-score tells you how many standard deviations today’s volume is away from its mean:
Z = 0 → volume is at its average.
Z > 0 → volume is higher than average.
Z < 0 → volume is lower than average.
Threshold lines (±2 by default) highlight extreme deviations, which often signal unusual market activity.
How to Trade with It
High positive Z-score (> +2):
Indicates abnormally high volume. This often happens during breakouts, strong trend continuations, or capitulation events.
→ Traders may look for confirmation from price action (e.g., breakout candle, strong trend bar) before entering a trade.
High negative Z-score (< –2):
Indicates unusually low volume. This may signal lack of interest, consolidation, or exhaustion.
→ Traders may avoid entering new positions during these periods or expect potential reversals once volume returns.
Cross back inside thresholds:
When z-score returns inside ±2 after an extreme spike, it may suggest that the abnormal activity has cooled down.
Tips
Works best when combined with price structure (support/resistance, demand/supply zones).
Can be applied to crypto, stocks, forex, futures – anywhere volume is meaningful.
Log normalization helps reduce distortion when some days have extremely large volumes.
CQ_Historical Candle Color Changer🎯 Purpose
This indicator visually distinguishes candles based on how old they are—specifically within a user-defined range (e.g., 1 to 7 days old). It helps traders quickly isolate recent price action from older data, making it easier to interpret overlays like moving averages, volume profiles, or momentum indicators.
⚙️ Key Features
- User-Defined Age Range: Set minimum and maximum age in days (e.g., highlight candles that are 1–7 days old).
- Custom Colors: Choose highlight colors for candles within the range.
- Timeframe Awareness: Works across any chart timeframe (1m, 1h, 1D, etc.), calculating candle age based on actual time elapsed.
- Non-Intrusive Display: Candles outside the range retain their default appearance, preserving overall chart readability.
📐 How It Works
- The script calculates the age of each candle by comparing its timestamp to the current time.
- If the candle falls within the user-defined age range, it’s recolored using the selected style.
- Candles older or newer than the range are left untouched.
🧠 Use Cases
- Trend Isolation: Focus on recent price action without losing sight of broader context.
LFT Foundation Entry MarksThis algorithm highlights optimal long entry points. Once the entry conditions break down—indicating the price is likely to decline—the signals stop, allowing the user to exit before the drop
Zarattini Intra-day Threshold Bands (ZITB)This indicator implements the intraday threshold band methodology described in the research paper by Carlo Zarattini et al.
papers.ssrn.com
Overview:
Plots intraday threshold bands based on daily open/close levels.
Supports visualization of BaseUp/BaseDown levels and Threshold Upper/Lower bands.
Optional shading between threshold bands for easier interpretation.
Usage Notes / Limitations:
Originally studied on SPY (US equities), this implementation is adapted for NSE intraday market timing, specifically the NIFTY50 index.
Internally, 2-minute candles are used if the chart timeframe is less than 2 minutes.
Values may be inaccurate if the chart timeframe is more than 1 day.
Lookback days are auto-capped to avoid exceeding TradingView’s 5000-bar limit.
The indicator automatically aligns intraday bars across multiple days to compute average deltas.
For better returns, it is recommended to use this indicator in conjunction with VWAP and a volatility-based position sizing mechanism.
Can be used as a reference for Open Range Breakout (ORB) strategies.
Customizations:
Toggle plotting of base levels and thresholds.
Toggle shading between thresholds.
Line colors and styles can be adjusted in the Style tab.
Author:
Gokul Ramachandran – software architect, engineer, programmer. Interested in trading and investment. Currently trading and researching strategies that can be employed in NSE (Indian market).
Contact: (mailto:gokul4trading@gmail.com)
LinkedIn: www.linkedin.com
Intended for educational and research purposes only.
ICC Indicator V6An adjustable Pine Script v6 “ICC” indicator that detects Indication → Correction → Continuation market structure across timeframes with optional volume confirmation, plots swing levels and zones, shows editable labels and toggleable yellow buy/sell triangle signals, and includes debug tools for tuning.
AVWAP (ATR-Weighted VWAP) IndicatorAVWAP (Average True Range Weighted Average Price), you typically combine two core indicators:
1. VWAP (Volume Weighted Average Price)
This is the base indicator that calculates the average price weighted by volume over a session or specified period.
VWAP serves as the core reference price level around which volatility adjustments are made for AVWAP.
2. ATR (Average True Range)
ATR measures market volatility, representing the average price range over a set period.
ATR is used to create volatility bands or buffers around the VWAP, adjusting levels to reflect prevailing market volatility.
How These Indicators Work Together for AVWAP:
Use VWAP to establish your average price line weighted by volume.
Calculate ATR to understand the average price movement range.
Apply ATR as multipliers to VWAP to create upper and lower volatility-adjusted bands (e.g., VWAP ± 1 × ATR), which form the AVWAP bands.
These bands help identify volatility-aware support/resistance and stop-loss placement zones.
So to make things easier I have built a custom AVWAP indicator to be used
How to use my custom indicator:
The central blue line is the VWAP.
The red and green bands above and below VWAP are AVWAP bands set at VWAP ± 1.5 × ATR by default.
Adjust the ATR length and multiplier inputs to suit the timeframe and volatility preferences.
Use the bands as dynamic support/resistance and for setting stop loss zones based on volatility.
HD_DİNAMİK SEMBOL-SİNYAL TABLO (STrend + EMA(25/99) – v6.2HD_Dynamic Symbol–Signal Table (Short/Mid/Long) — SuperTrend + EMA(25/99) — v6.2
TL;DR
Invite-only indicator that builds a multi-symbol live signal table combining SuperTrend direction with EMA 25/99 state, across three timeframe groups: Short (5/15/30), Mid (45/60/120), Long (180/240/D).
Top 2 rows (e.g., BTC, ETH) always show the full 3×(ST, EMA) matrix; the remaining rows show the active group to stay lightweight. The table colors & texts are highly configurable, and the indicator emits clean alert messages you can route to webhooks (e.g., your bot).
1) What it does
Signal logic (per symbol & timeframe):
SuperTrend direction + EMA 25 vs 99 comparison.
Combination map:
ST=LONG & EMA=LONG → "LONG YAP"
ST=SHORT & EMA=SHORT → "SHORT YAP"
ST=SHORT & EMA=LONG → "SHORT/LONG YAP" (mixed)
ST=LONG & EMA=SHORT → "LONG/SHORT YAP" (mixed)
Timeframe groups
Short: 5/15/30
Mid: 45/60/120
Long: 180/240/D
Auto mode infers the group from the chart TF; Manual mode lets you pin a group.
Pinned priority rows: Row #1 and #2 (default BTC/ETH) always display all three TFs (ST & EMA pairs).
Dynamic list (rows 3–30): Shows only the active group for each symbol to stay fast and readable.
Implementation note: in this build the ST “up”/“down” plotting uses the SuperTrend dir sign convention where dir < 0 is rendered as Uptrend and dir > 0 as Downtrend in visuals. The table/alerts already normalize this into LONG/SHORT text.
2) Table, styling & filters
Placement & fonts: position, title/group/header/body font sizes.
Colors: per-cell/background for header rows, LONG/SHORT states, and distinct brand colors per symbol row (BTC=blue, ETH=amber, majors=greens, mid-caps=oranges, high-risk=reds, new/hyped=purple range).
Symbol column text: “Symbol only”, “Short+Symbol”, or “Short only”.
Filter: Show All / LONG YAP / SHORT YAP / SHORT/LONG YAP / LONG/SHORT YAP. (Pinned BTC/ETH still visible.)
3) Alerts & webhook messages
Per-row alerts: When the active TF for a row resolves on bar close, the indicator sends:
|symbol=|tf=|signal=
Example: HD_ST_EMA|symbol=BINANCE:BTCUSDT|tf=15|signal=LONG YAP
Configure the alert to Once per bar close and set a webhook URL if you want to forward to an execution bot.
Ready-made alertconditions (Robot block):
Select a single alarmSymbol and get four conditions: LONG YAP, SHORT YAP, SHORT/LONG YAP, LONG/SHORT YAP.
Chart-symbol conditions: Extra alertconditions for EMA LONG/SHORT and ST LONG/SHORT on the current chart symbol, if you also want single-symbol triggers.
4) Drawing package (optional)
SuperTrend line with Up/Down segments and trend-flip labels.
EMA 25/99 lines and cross labels.
Main mixed-state labels for the chart symbol can be toggled (LONG/SHORT & mixed cases).
5) Symbols & safety
Priority inputs (#1–2) for BTC/ETH; inputs #3–30 for your list (supports formats like BINANCE:BTCUSDT or BTCUSDT.P).
A basic format validator ignores obviously malformed tickers to avoid request errors.
request.security() powers all multi-TF/multi-symbol reads.
6) How to use
Add indicator to the chart.
Choose Auto (group follows chart TF) or pick Short/Mid/Long manually.
Fill your symbol list (rows 3–30). BTC & ETH are pinned at the top.
Set filter (or keep “All”).
(Optional) Adjust fonts/colors and the “Symbol column” text mode.
Turn Alert on; set alertPrefix if you need a specific route tag.
Create an alert on the indicator, Once per bar close, and (optionally) add a webhook URL.
7) Notes & limits
This is an indicator (no orders are placed). Use the alerts to trigger your own automation.
Designed for crypto symbols; works on other markets if your vendor supports the tickers/timeframes.
Table resizes dynamically to your active list; heavy watchlists may still be constrained by platform limits.
8) Disclaimer
Educational use only. Not financial advice. Past performance does not guarantee future results.
Changelog
v6.2 — Auto/Manual TF-grouping, pinned BTC/ETH tri-TF view, robust alert text format, color-coded priorities, safer symbol validation, ST/EMA flip labels, dynamic table sizing.
Türkçe Özet
Ne yapar?
Birden fazla sembol için SuperTrend + EMA(25/99) durumunu üç periyot grubunda (Kısa 5/15/30 – Orta 45/60/120 – Uzun 180/240/Günlük) tek tabloda gösterir.
BTC/ETH ilk iki satırda her zaman 3×(ST, EMA) birlikte görünür; diğer satırlar aktif gruba göre (performans için) tek grup gösterir.
Sinyal mantığı
İkisi de LONG → LONG YAP
İkisi de SHORT → SHORT YAP
Karışık → SHORT/LONG YAP veya LONG/SHORT YAP (ST/EMA’ya göre)
Alarm & Webhook
Satır bazlı alarm metni:
HD_ST_EMA|symbol=...|tf=...|signal=... (bar kapanışında).
“Robot” bölümünde tek bir sembol için 4 ayrı alertcondition hazır.
Grafikteki sembol için ayrıca EMA LONG/SHORT ve ST LONG/SHORT koşulları da var.
Kullanım
Otomatik/Elle grup seç;
Listeyi doldur (3–30);
Filtre/renk/yazı ayarla;
Alarmı aç ve Once per bar close ile kur; gerekiyorsa webhook URL ekle.
Not
Gösterge emir vermez; sinyalleri kendi köprüne/botuna yönlendirirsin. Yatırım tavsiyesi değildir.
by A.Alasfoor RSI + Stochastic Alert with Doji Confirmationa buy and sell signals upon :
1- Sell : red hammer break (lower body) of 5min , ensure the wick is equal to or longer than the red body range.
2- Buy: Green hammer (upper body) break of 5min , ensure the wick is equal to or longer than the red body range.
Trigger buy/sell upon the break clean at 1min of the body closing level, risking (SL) the earlier 1 min tops/lows.
Credits to Ahmed Alasfoor & Zakariya Hamad AlJulandani by Sumou Oman
RSI + Stochastic Alert with Advanced Doji ConfirmationCredits to Ahmed Alasfoor and Somou by Zakariya Hamad AlJulandani
Session Sniper Bands — Pro Overlay (Bollinger, Sessions, Engulf)The Session Sniper Bands — Pro Overlay combines three powerful tools into one clean, professional script designed to help traders spot high-probability setups across any market.
📌 What’s included:
Dual Bollinger Bands → track volatility squeezes, expansions, and mean reversion zones.
Customizable Trading Sessions (Tokyo / London / New York) → shaded regions with editable names, open/close lines, range, and average price markers.
Engulfing Candlestick Signals → automatic bullish and bearish engulfing arrows for precision entry timing.
✨ Features:
Session names and times are fully customizable (rename “Tokyo” to “Asia Open,” etc.).
Clear OB/OS volatility cues via Bollinger stack.
Lightweight visuals that won’t clutter your chart.
Works across Forex, Crypto, Indices, and Binary Options.
⚡ Why use it?
This overlay is built for traders who want to snipe entries with session context. Spot when volatility contracts, align with session flows, and confirm with engulfing momentum candles — all in one view.
⚠️ Disclaimer: This script is for educational purposes only and is not financial advice. Always test on demo before trading live.
ATEŞ ÇOKLU TARAMA)My educational scanning efforts are ongoing. I'll make adjustments based on your feedback. I look forward to your feedback if there are any incorrect data. Each group contains 40 stocks. The entire bid is attached. You can create your own custom list of 40+40.
عكفة الماكد المتقدمة - أبو فارس ©// 🔒 Advanced MACD Curve © 2025
// 💡 Idea & Creativity: Engineer Abu Elias
// 🛠️ Development & Implementation: Abu Fares
// 📜 All intellectual rights reserved - Copying, modifying, or redistributing is not permitted
// 🚫 Any attempt to tamper with this code or violate intellectual property rights is legally prohibited
// 📧 For inquiries and licensing: Please contact the developer, Abu Fares
عكفة الماكد المتقدمة - أبو فارس ©// 🔒 عكفة الماكد المتقدمة © 2025
// 💡 فكرة وإبداع: المهندس أبو الياس
// 🛠️ تطوير وتنفيذ: أبو فارس
// 📜 جميع الحقوق الفكرية محفوظة - لا يُسمح بالنسخ أو التعديل أو إعادة التوزيع
// 🚫 أي محاولة للعبث بهذا الكود أو انتهاك الحقوق الفكرية مرفوضة قانونياً
// 📧 للاستفسارات والتراخيص: يرجى التواصل مع المطور أبو فارس
// 🔒 Advanced MACD Curve © 2025
// 💡 Idea & Creativity: Engineer Abu Elias
// 🛠️ Development & Implementation: Abu Fares
// 📜 All intellectual rights reserved - Copying, modifying, or redistributing is not permitted
// 🚫 Any attempt to tamper with this code or violate intellectual property rights is legally prohibited
// 📧 For inquiries and licensing: Please contact the developer, Abu Fares
Highlight Specific Time CandleThis is a simple Pine Script tool that marks candles occurring at a chosen time of the day. You can set the hour and minute (in 24-hour format) from the inputs, and whenever a candle’s timestamp matches that time, the indicator highlights it with a symbol above the bar and an optional background colour.
This is useful for:
Identifying key intraday times (e.g., market open, midday, closing).
Spotting how price reacts at scheduled events (economic data releases, news times).
IU Trade ManagementDESCRIPTION
IU Trade Management is a powerful utility tool designed to help traders manage their trades with precision and clarity. It provides automated Stop Loss, Take Profit, and Break Even calculations using multiple customizable methods. Along with clear SL/TP plotting on the chart, it also displays a detailed trade status table that tracks every important detail including entry price, SL/TP levels, break-even, PNL, and trade duration. This tool is perfect for traders who want to manage risk and rewards visually and systematically.
USER INPUTS :
-Entry Candle Time: Default 20 Jul 2021 00:00 +0300 (select the candle from which the trade begins)
- Entry Price: Default 2333 (define the price at which the trade is executed)
- Trade Direction: Default Long (choose between Long or Short)
- SL/TP Method: Default ATR (options: ATR, Points/Pips, Percentage %, Standard Deviation, Highest/Lowest, Previous High/Low)
- Risk to Reward: Default 3 (set custom risk-to-reward ratio)
- Use Break Even: Default false (option to enable break-even)
- Plot Break Even Line: Default false (option to display BE line)
- RTR of Break Even Point: Default 2 (factor used for BE calculation)
SL/TP Method Specific Inputs:
- ATR Length: Default 14
- ATR Factor: Default 2
- Points/Pips: Default 100
- Percentage: Default 1%
- Standard Deviation Length: Default 20
- Standard Deviation Factor: Default 2
- Highest/Lowest Length: Default 10
Trade Status Table Settings:
- Show Trade Status: Default true
- Table Size: Default small (options: normal, tiny, small, large)
- Table Position: Default top right
- Frame Width: Default 2
- Table Color: Default black
- Frame Color: Default gray
- Border Width: Default 2
- Border Color: Default gray
- Text Color: Default purple (RGB 212, 0, 255)
HOW TO USE THE INDICATOR:
1. Set the entry candle time and entry price manually.
2. Select whether the trade is Long or Short.
3. Choose the preferred SL/TP calculation method (ATR, Percentage, Points, STD, High/Low, Previous High/Low).
4. Define your risk-to-reward ratio and enable break-even if required.
5. The indicator will automatically plot your Entry, Stop Loss, Take Profit, and Break Even levels on the chart.
6. A detailed trade management table will appear, showing trade direction, SL, TP, PNL (points and %), SL/TP method, and total trade time.
WHY IT IS UNIQUE:
- Offers multiple methods to calculate SL and TP (ATR, Percentage, Points, Standard Deviation, High/Low, Previous High/Low)
- Built-in Break Even functionality for risk-free trade management
- Real-time PNL tracking in both points and percentage
- Trade status table for complete transparency on all trade details
- Visual plotting of SL, TP, and Entry with color-coded zones for clarity
HOW USER CAN BENEFIT FROM IT :
- Helps traders manage risk and reward with discipline
- Eliminates guesswork by automating SL and TP levels
- Provides clear visual guidance on trade exits and risk management
- Enhances decision-making with live trade tracking and performance statistics
- Suitable for manual traders as a trade manager and for strategy developers as a risk management reference
Snehal Desai's Nifty Predictor This script will let you know all major indicator's current position and using AI predict what is going to happen nxt. for any quetions you can mail me at snehaldesai37@gmail.com. for benifit of all.
