Alpha Trader University - Average Session VolatilityAlpha Trader University - Average Session Volatility Indicator
OVERVIEW:
This educational indicator calculates and displays the average volatility (price range) of the New York trading session over a customizable lookback period. Designed to help traders understand typical market movement patterns and make informed risk management decisions.
METHODOLOGY:
The indicator employs a systematic approach to volatility measurement:
1. SESSION IDENTIFICATION:
- Automatically detects New York trading session boundaries
- Default timing: 13:30-20:30 UTC (19:00-02:00 IST)
- Customizable session times for different markets or preferences
- Accurate timezone handling for global trading
2. RANGE CALCULATION:
- Records high-low range for each completed session
- Maintains rolling database of recent session ranges
- Calculates statistical average over specified lookback period
- Real-time tracking of current session development
3. VOLATILITY ANALYSIS:
- Orange line: Average session volatility over past sessions
- Blue dots: Current session range development
- Comparative analysis between current and historical volatility
EDUCATIONAL VALUE:
- Learn to assess market volatility objectively
- Understand the importance of volatility in trading decisions
- Develop skills in risk management and position sizing
- Build foundation for volatility-based trading strategies
TRADING APPLICATIONS:
- Position Sizing: Adjust trade size based on expected volatility
- Risk Management: Set appropriate stop-loss levels using average range
- Profit Targets: Align target expectations with typical session movement
- Market Timing: Identify high/low volatility periods for strategy selection
- Session Analysis: Compare different trading sessions' characteristics
UNIQUE FEATURES:
- Customizable session times and lookback periods
- Real-time current session tracking
- Statistical approach using rolling averages
- Clean visual representation with dual-line display
- Educational tooltips explaining each parameter
SETTINGS:
- Session Times: Fully customizable start/end hours and minutes
- Lookback Period: Adjustable number of sessions for average calculation (1-50)
- Visual Options: Toggle between different display modes
- Timezone Support: UTC-based calculations for global accuracy
PRACTICAL APPLICATIONS:
- Forex Trading: Optimize for major session overlaps
- Stock Trading: Adapt for market hours in different regions
- Cryptocurrency: 24/7 market session analysis
- Risk Assessment: Quantify expected price movement ranges
This indicator transforms complex volatility concepts into actionable trading intelligence, helping traders make more informed decisions based on statistical market behavior patterns.
EDUCATIONAL DISCLAIMER: This indicator is designed for educational purposes and volatility analysis. It should be used as part of a comprehensive trading strategy with proper risk management. Historical volatility patterns do not guarantee future market behavior.
Penunjuk dan strategi
🚀 Ultimate Klinger Oscillator Pro by Wali🚀 Ultimate Klinger Oscillator Pro by Wali
The Ultimate KO Pro is a next-generation momentum and volume oscillator built for serious traders. This advanced indicator enhances the classic Klinger Oscillator with high-performance visualizations, smart divergence detection, and dynamic trend logic—giving you superior edge in any market or timeframe.
Key Features:
Smart Klinger Oscillator: Tracks money flow and momentum by combining price and volume in a unique way.
Dynamic Signal Line: Customizable EMA/SMA smoothing for rapid or steady trend confirmation.
Histogram/Ribbon: Instantly spot momentum surges and trend strength.
Auto-Colored KO/Signal Lines: Visualize bullish, bearish, and neutral trends at a glance.
Full Divergence Suite: Detects Regular & Hidden Bullish/Bearish Divergences—each marked with on-chart labels for precise entry and exit timing.
Custom Price Weighting: Select from HL2, HLC3, HLCC4, or advanced averaging for fine-tuned setups.
Visual Upgrades: Optional price bar coloring and background shading to highlight KO market regime shifts.
Flexible for All Styles: Works great for scalping, day trading, swing trading, and long-term investing.
Alert-Ready: Built-in alert conditions for KO crosses, zero line breaks, and all divergence events.
How to Use:
Momentum Trading: Buy when KO crosses above its signal line, especially if supported by bullish divergence. Sell (or short) when KO crosses below its signal, especially on bearish divergence.
Divergence Confirmation: Use divergence labels for early warnings of trend reversals or continuation.
Trend Detection: Ribbon and background color help you stay with the prevailing market move.
Why Ultimate KO Pro?
This is not just a Klinger Oscillator—it's your complete, easy-to-read market momentum dashboard. Gain confluence, clarity, and confidence in all your trades!
By Wali Mohsin Channa
For feedback, suggestions, or custom builds, DM on TradingView or connect via socials.
Enjoy and happy trading! 🚀
Renko MACD v2.0 (TradingFrog)Renko MACD (TradingFrog) – Professional Description with Code Explanations
Description:
The Renko MACD v2.0 (TradingFrog) merges the clarity of Renko charting with the power of the MACD indicator. This script SIMULATES RENKO BRICKS using price movement within any timeframe and calculates the MACD on these pseudo-Renko closes, resulting in clearer, noise-reduced trend signals.
Key Features & Code Insights
1. Pseudo-Renko Brick Calculation
price_diff = src - renko_close
abs_diff = math.abs(price_diff)
bricks_needed = math.floor(abs_diff / box_size)
Explanation:
This section computes how far the current price (src) has moved from the last Renko close. If the movement exceeds the predefined brick size, one or more new bricks will be created. This logic helps simulate Renko charts on any timeframe.
2. Brick Update Logic
if bricks_needed >= 1
direction = price_diff > 0 ? 1 : -1
brick_movement = direction * bricks_needed * box_size
new_renko_close = renko_close + brick_movement
renko_open := renko_close
renko_close := new_renko_close
renko_trend := direction
Explanation:
When the price moves enough to warrant at least one new brick, the script determines the direction (up or down), calculates the new Renko close, and updates all relevant Renko variables. This enables the indicator to track trend changes and reversals.
3. MACD Calculation on Renko Data
renko_macd = ta.ema(renko_close, fast_length) - ta.ema(renko_close, slow_length)
renko_signal = ta.ema(renko_macd, signal_length)
renko_histogram = renko_macd - renko_signal
Explanation:
Instead of using standard price closes, the MACD is calculated on the simulated Renko close prices. This reduces market noise and provides earlier, more reliable trend signals.
4. Alerts and Visual Markers
macd_cross_up = ta.crossover(renko_macd, renko_signal)
macd_cross_down = ta.crossunder(renko_macd, renko_signal)
Explanation:
These lines detect when the Renko MACD line crosses above or below its signal line. The script uses these events to trigger on-chart markers and TradingView alerts, making it easy to spot trading opportunities.
5. Debug & Display Table (Optional)
table.cell(myTable, 0, 0, "Renko Close: " + str.tostring(renko_close))
table.cell(myTable, 1, 0, "MACD: " + str.tostring(renko_macd))
Explanation:
An optional debug table displays real-time Renko and MACD values directly on the chart, supporting transparency and strategy development.
Advantages
Noise Reduction: By using Renko logic, the indicator filters out insignificant price moves.
Clarity: Trends and reversals become much easier to identify.
Flexibility: Works on all markets and timeframes, with customizable brick size and MACD settings.
Note:
This indicator simulates Renko bricks within standard timeframe charts. While not identical to true Renko charts, it offers highly valuable trend and signal analysis for all types of traders.
Recommended Usage:
Best suited for traders seeking clear, reliable trend signals. Combine with other strategies for optimal results.
Happy Trading!
Linton Price Targets (R)Linton Price Targets are effectively traditional 3-Box reversal Point and Figure vertical count targets applied to time-based charts.
This method is purely rules based in line with the original 3-Box Point and Figure technique. Unit size (box size) may be varied to change the sensitivity of the targets. Target Factor may also be varied.
Time Projection of the targets to a future date (something that is not possible on a Point and Figure chart) is also made possible with Linton Price Targets with five different methodologies where various factors may be set. Linton Price Targets negate the need for using Point and Figure charts and allows for time based Technical Analysis indicators (ie: RSI) to be shown on the same chart.
LEOLA LENS PROLEOLA LENS PRO is an advanced version of the Standard tool, designed for serious traders looking for deeper institutional insights. It combines premium logic for zone detection, market psychology, and structured order flow.
🔹 Includes all LEOLA LENS™ Standard features
🔹 Orange & Green LCB BOX Zones
🔹 Hidden Support/Resistance Detection
🔹 Psychological Price Levels
🔹 Momentum Shift Awareness Zones
🔹 Compatible across all asset classes: Crypto, Stocks, Forex, Commodities
This invite-only script offers advanced market clarity and precision for intraday to swing traders.
ICT Kill Zone & SNR ToolThis script integrates economic event data using the Economic Calendar library developed by @jdehorty.
Features:
- Highlights potential turning points on both the current and higher timeframes, helping you identify valid areas for Support and Resistance (SNR) mapping.
- Displays four Kill Zone time windows commonly used in ICT strategies to assist in decision-making during high-probability trading sessions.
- Incorporates real-time economic calendar data to enhance your daily trade planning and strategy alignment.
### Disclaimer
This script is provided **for educational and research purposes only** and does **not constitute financial advice**. Trading involves substantial risk; the author accepts no liability for any financial loss.
LEOLA LENS StandardLEOLA LENS™ Standard- is an institutional-grade Smart Money Concepts indicator tailored for traders seeking structured market insights. This script provides key tools for identifying high-probability price zones using a clean, color-coded layout.
🔹 Simple Color LCB Zones (Orange & Blue)
🔹 Institutional Zones for Smart Money Mapping
🔹 Compatible with all asset classes (Stocks, Forex, Crypto, Commodities)
🔹 Designed to support trading structure, order flow, and market narrative
🔹 Lightweight and beginner-friendly — ideal for traders exploring institutional movement frameworks
Note: This is an invite-only script. Access is granted upon approval by the script author.
Trend Trader Marubozu Alert by MGM V2.0This indicator uses the Trend Trader to detect marubozu candles for entry's, updates coming soon!
Volatility Stop — Screener & AlertsVstop Screener
🔔 Alerts Included
You can create TradingView alerts using:
"Bullish VSTOP crossover" — when price closes above the stop.
"Bearish VSTOP cross-under" — when price closes below the stop.
🧪 Use Cases
Trend Confirmation: VSTOP is used as a trend-following confirmation tool.
Exit Management: As a dynamic trailing stop-loss, it helps you stay in a trend until volatility-based reversal.
Breakout Trading: BUY signal = potential entry; SELL = early exit or short trigger.
🧑💻 Extension Ideas
Add multi-timeframe inputs (e.g., daily VSTOP on intraday chart).
Create dashboards or tables that screen VSTOP status for multiple symbols.
Combine with RSI/MACD for multi-indicator confluence.
Volume in Candle (Buy/Sell) - Clean & Spaced LabelsThis indicator shows per-candle buy and sell volume estimates, labeled directly on the chart and dynamically positioned to follow the price. It is ideal for traders who want to visually understand the volume balance inside each bar.
✅ Key Features:
🔁 Live updating labels for the current and previous candle only
📉 Labels are tied to the candle’s low price and move with chart scrolling
🧠 Smart spacing: labels are vertically separated so they never overlap
📦 Buy/Sell volume is estimated using candle body and total volume:
Buy Volume (B): Approximated bullish pressure
Sell Volume (S): Approximated bearish pressure
🛠 How it Works:
Volume is split using the candle's close vs open position relative to the total range.
Only two labels are shown at a time: the most recent bar and the one before it.
Labels are displayed below the candles, using a dynamic offset that auto-scales with candle size.
🧪 Use Case:
Spot volume pressure shifts in real time
Combine with price action to detect buy/sell imbalances
Use alongside trend tools or confirmation indicators
🔧 This script is lightweight, non-intrusive, and optimized for clarity.
📍 Best used on 1–15 minute charts, or any timeframe where candle volume analysis is helpful.
Cryptomath Position CalculatorThe CryptoMath Position Calculator
makes it easy to calculate your position size by simply entering a few basic inputs.
It helps you determine the optimal position size without overcomplicating things
quick, simple, and accurate.
CRYPTOMATH 8 EMA's Indicator for CryptoMath community
This Indicator helps us to takes trades follows our strategy
hashtrade-EMA计数Overview
hashtrade-EMA Counter is a powerful multi-timeframe analysis tool that tracks how frequently the price touches 10 different EMAs (14, 23, 93, 121, 144, 169, 272, 316, 576, 676). It helps uncover key support/resistance zones and assess trend strength. With its intuitive table display and channel fills, traders can quickly identify bullish or bearish momentum. Ideal for both intraday and swing trading.
Core Features
Multi-Timeframe Analysis
Covers 3min, 5min, 15min, 30min, 1H, and 4H timeframes to comprehensively evaluate price-EMA interactions.
EMA Touch Counter
Resets daily at 8:00 AM. Tracks how many times price has touched each EMA to identify key support/resistance levels.
Trend State Evaluation
Determines trend direction—bullish, bearish, or ranging—based on price relative to EMA, with refined labels like “Strong Bullish” or “Extreme Bearish.”
Visual Table Display
Shows EMA touch counts, price position (above/below EMA), and trend status across timeframes in real-time—clear and easy to read.
Channel Fill Visualization
Draws EMA channels (from ultra-short to long-term) directly on the chart. Color-coded to distinguish between support and resistance zones.
Versatility
Works on stocks, forex, cryptocurrencies, and more. Adapts to different trading styles.
Use Cases
Best Fit Scenarios
Intraday Trading: Use 3min and 5min charts to monitor short-term EMA (14, 23) touches for quick support/resistance signals.
Swing Trading: Use 1H and 4H charts to track long-term EMAs (576, 676) for broader trend direction.
Trend Confirmation: When multiple timeframes show aligned bullish/bearish signals (e.g., “Extreme Bullish”), it's optimal for trend-following trades.
Recommended Markets
Stocks, Futures, Forex, Crypto—especially in high-volatility environments.
Note: In ranging markets, follow the “Ranging/Sideways” trend status to avoid overtrading.
How to Use
Add the Indicator
Apply hashtrade-EMA Counter on your TradingView chart.
Read the Table
Timeframes: Shows EMA touch counts from 3min to 4H. Higher counts indicate frequent interaction and potential key zones.
Color Cues:
Green = Price above EMA (Bullish)
Red = Price below EMA (Bearish)
Trend Status
🟢 / 🔵: Bullish Trend (Strong / Extreme) — consider long entries.
🔴 / 🟠: Bearish Trend (Strong / Extreme) — consider short entries.
🟡: Mild Bullish/Bearish or Pullback — trade with caution.
⚪: Ranging/Sideways — better to stay out.
Observe EMA Channels
Ultra-Short-Term (14/23): Yellow fill — great for scalping or short bursts.
Short-Term (93/121): Blue fill — supports intraday trends.
Medium-Term (144/169): Green fill — suitable for swing trades.
Mid/Long-Term (272/316, 576/676): Purple/Red fill — useful for long-term trend direction.
Trading Strategies
Buy: When price touches short-term EMAs (e.g., 14, 23) with bullish signals (green, 🟢/🔵).
Sell: When price touches long-term EMAs (e.g., 576, 676) with bearish signals (red, 🔴/🟠).
Combine with other indicators (e.g., RSI, MACD) for confirmation.
Daily Reset
Touch counts reset at 8:00 AM each day for accurate intraday analysis.
Dividers Timeframe/Session/Calendar-Based [ARTech]Dividers Timeframe/Session/Calendar-Based
This indicator provides customizable visual dividers for multiple timeframes, trading sessions, and calendar-based periods (daily, weekly, monthly). It helps traders visually separate chart areas by key time boundaries without cluttering the chart with price lines.
Key Features:
Multi-Timeframe Dividers: Select up to 4 timeframes (e.g., 60 min, 4 hours, daily, weekly) to display customizable lines marking the start of each timeframe’s candle.
Session Dividers: Define up to 4 trading sessions with user-defined time zones, colors, and active weekdays. The indicator highlights the session’s highest and lowest price range using a box, and compares the session’s opening and closing prices. Based on this comparison, it displays a green or red emoji to indicate bullish or bearish sessions, making it easy to identify session momentum visually.
Calendar-Based Dividers: Enable daily, weekly, or monthly background color zones, with individual toggles and color settings for each day, week, or month. Perfect for visually distinguishing trading periods.
Why use this indicator?
Divider Indicator helps keep your chart organized by visually segmenting timeframes, sessions, and calendar periods, aiding in better analysis of price action relative to important time boundaries.
How to Use
███████ Timezone ███████
A valid timezone name exactly as it appears in the chart’s lower-right corner (e.g. New York, London).
A valid UTC offset in ±H:MM or ±HH:MM format. Hours: 0–14 (zero-padded or not, e.g. +1:30, +01:30, -0:00). Minutes: Must be 00, 15, 30, or 45.
Examples;
UTC → ✅ Valid
Exchange → ✅ Valid
New York → ✅ Valid
London → ✅ Valid
Berlin → ✅ Valid
America/New York → ❌ Invalid. (Use "New York" instead)
+1:30 → ✅ Valid offset with single-digit hour
+01:30 → ✅ Valid offset with zero-padded hour
-05:00 → ✅ Valid negative offset
-0:00 → ✅ Valid zero offset
+1:1 → ❌ Invalid (minute must be 00, 15, 30, or 45)
+2:50 → ❌ Invalid (minute must be 00, 15, 30, or 45)
+15:00 → ❌ Invalid (hour must be 14 or below)
███████ Timeframe ███████
Use this section to display vertical divider lines at the opening of higher timeframe candles (e.g., 1H, 4H, Daily, Weekly). This helps visually separate price action according to larger market structures.
1. Enable a Timeframe:
Turn on one or more timeframes (e.g., 60, 240, D, W) by checking their respective toggle boxes.
2. Lines Mark Candle Opens:
Each active timeframe will draw a vertical line at the start of its candle , making it easier to align intraday moves with larger timeframe shifts.
3. Customize Line Style:
For each timeframe, you can individually set:
Line Style: Solid, dashed, or dotted.
Line Width: From 1 to 10 pixels.
Line Color: Pick any color to match your chart theme.
Opacity: Use transparent colors to avoid overwhelming the chart.
4. Use Multiple Timeframes Together:
You can enable multiple timeframe dividers simultaneously. To maintain clarity:
Use distinct colors for each timeframe.
Use thinner or dotted lines for lower timeframes and bolder lines for higher ones.
Match line style and color intensity to reflect timeframe importance. (e.g., a thick green solid line for Weekly, a thin gray dotted line for 1H)
5. Visual Tip:
These dividers are especially useful for identifying higher timeframe candle opens during intraday trading, spotting breaks above/below previous candle ranges, or aligning session-based strategies with higher timeframe trends.
███████ Session ███████
Use this section to visually highlight specific trading sessions (e.g., London, New York, Tokyo, Sydney) on your chart using time zones, session ranges, and optional weekday filters. This helps focus your analysis on active market hours.
1. Enable a Session:
Activate up to 4 separate trading sessions. Each session can be named (e.g., "London") and customized independently.
2. Set Session Time and Days:
Define session time using the hhmm-hhmm format. (e.g., 0800-1700)
Select which days of the week the session applies to (Sunday through Saturday)
Set your preferred time zone (UTC, Exchange, etc.) from the global settings.
3. Session Box Drawing:
For each active session, the indicator will:
Draw a background-colored box from the session’s start to end time.
Stretch the box to fit the highest and lowest price within that time window.
Draw an outline using customizable border style and width.
4. Session Labels and Directional Hints:
Optionally display the session’s name as a label.
The indicator compares the session’s opening and closing prices . Based on the result:
📈 Green emoji shows a bullish session (close >= open)
📉 Red emoji shows a bearish session (close < open)
5. Display Options:
Show all sessions, only the last session, or a specific number of previous sessions.
Customize label size, location (top/bottom), and whether it appears inside or outside the box.
Adjust background opacity to blend the sessions neatly into your chart.
6. Visual Tip:
Session boxes are particularly useful for:
Spotting repeated highs/lows during active trading hours.
Recognizing session-based breakouts or consolidations.
Comparing performance across different markets and time zones.
███████ Calendar-Based ███████
This section helps you visually segment your chart based on calendar periods: daily, weekly, and monthly. You can enable background color highlighting for individual days, weeks, or months to better track price movements within these time frames.
1. Enable Daily, Weekly, or Monthly Highlighting:
Toggle on the options for Daily, Weekly, and/or Monthly highlighting according to your needs.
2. Select Specific Days, Weeks, or Months:
For Daily, enable any combination of days (up to 7) to color-code.
For Weekly, enable up to 5 weeks per month to cover partial weeks.
For Monthly, enable up to 12 months with individual toggles and colors.
3. Customize Colors for Each Period:
Assign distinct colors to each day, week, or month for easy differentiation. Choose hues that stand out but avoid colors that are too close in tone for adjacent periods.
4. Background Opacity:
Adjust the opacity level of the background coloring to ensure it complements your chart without obscuring price data.
5. Handling Partial Weeks and Overlaps:
The weekly highlighting accounts for months that span 4 to 6 weeks by allowing toggles up to 5 weeks, including weeks that may partially overlap with previous or next months.
6. Visual Tip:
Calendar-based backgrounds are excellent for:
Quickly identifying price behavior within specific calendar units.
Comparing price action across days, weeks, or months.
Spotting seasonal trends or recurring patterns tied to calendar cycles.
Dow Theory Smart Indicator by Wealthemoji📉 Dow Theory Smart Indicator
This indicator is inspired by the principles of Dow Theory, enhanced through proprietary smart money detection. It dynamically marks key market structure shifts, including breakouts and reversals, using internally coded smart techniques.
Designed for traders seeking early trend identification and structural clarity, this tool highlights pivotal levels and potential decision.
Ideal for intraday scalping, swing trading, or long term trend following across various timeframes.
Advantages:
•Early Trend Detection: Identifies potential trend reversals and continuations with minimal lag.
•Structure-Focused: Tracks key shifts in market structure for smart decision-making.
•Multi-Timeframe Friendly: Suitable for scalping, swing, and positional trades.
•High Clarity: Reduces market noise and highlights critical turning points.
•Visual Simplicity: Clean chart output without clutter or unnecessary overlays.
Key Features:
•Plots potential Break of Structure (BoS) and Change of Character (CHoCH) zones.
•Visually distinguishes between bullish and bearish structural moves.
•Designed to work across forex, crypto, indices, and stocks.
•Built for minimal user input – plug-and-play experience.
•Compatible with alerts for real-time structure shift notifications.
Limitations:
•Not a standalone system – works best when combined with risk management and confirmation tools.
•May repaint slightly on lower timeframes during fast market conditions.
•Does not guarantee reversals – helps in identifying high-probability zones, not certainties.
•Flat markets or tight ranges may produce fewer or late signals.
Strict Trend Sweep - Buy/Sellscrict 5min trend following system.
Entering on the sweep of the previous high(downtrend) or Low (uptrend)
trend following
Elev8+ Reversal IndicatorThe Ultimate Reversal Finder Indicator. Does NOT Repaint or give 100 signals a day. Will only indicate strong reversal points. Use with extra confluence like support and resistance, MA's, liquidity sweeps, etc. More accurate at higher timeframes.
MGC Trend Sweep Entry (Strict)TREND SWEEP SYSTEM.
It is a 5min strategy for MGC or other future pairs.
Sweeping the trend system is what i call it
equitygurukul.inThis indicator is designed to help traders identify early strength and weakness signals based on simple moving averages and price behavior logic.
Key Features:
Highlights "Strength" when price closes above the selected SMA (default 50 SMA), signaling possible bullish intent.
Marks "Weak" zones only once during fresh breakdowns when price falls below the SMA – reducing clutter and false alerts.
Customizable SMA level and color options for personalized charting.
Clean chart labels that appear only once per unique condition, reducing visual noise.
Ideal for swing traders and position traders looking for clarity around key moving averages.
Crafted for technical analysts who prefer minimalist yet powerful signal cues that align with broader price action principles.
Disclaimer:
This indicator is shared for educational and informational purposes only. The publisher is not responsible for any financial losses, damages, or consequences of any kind arising from the use of this tool. Trading and investing in financial markets involves substantial risk, and you should consult with a qualified financial advisor before making any trading decisions.
Past performance is not indicative of future results. Use this tool at your own risk.
hash98trade-AI1.Hash98Trade-AI is a comprehensive trading indicator that integrates optimized SuperTrend, KNN prediction, volume-price analysis, and classic pattern recognition. It is designed to help traders capture trends, identify key entry and exit points, and assess market manipulation risks. Suitable for stocks, forex, and cryptocurrency markets, it empowers both intraday and swing traders to enhance decision-making accuracy.
3. Core Features
AI-Powered Trend Prediction
Leverages KNN algorithm and K-means clustering to dynamically optimize SuperTrend factors, enabling precise trend direction identification.
Multi-Dimensional Volume-Price Analysis
Combines buying/selling pressure, volume weighting, and ATR-based volatility to deliver high-confidence trading signals.
Classic Pattern Recognition
Detects 14 classic market patterns (e.g., double bottom, head and shoulders, V-shaped reversals), helping reveal potential market manipulation behavior.
Capital Flow Monitoring
Utilizes daily support/resistance zones to detect entry/exit signals from institutional and retail capital.
Initial Surge/Dump Candle Signals
Analyzes price movements to accurately mark the starting points of upward or downward trends.
Visual Dashboard
Displays real-time signal strength, optimal factor settings, KNN predictions, and data status—empowering quick decision-making.
Flexible Parameter Configuration
Supports various moving average types, customizable timeframes, and signal filtering methods to suit different trading styles.
4. Use Cases
Best Use Scenarios
Intraday Trading: Effective on 1-minute to 1-hour charts by combining volume breakouts and surge-start candle signals to capture short-term opportunities.
Swing Trading: Ideal for 4-hour to daily charts, using capital flow and pattern signals for medium- to long-term trend following.
High Volatility Markets: Especially suited for forex and cryptocurrencies; AI predictions and pattern analysis increase signal reliability.
Recommended Markets
Stocks, Futures, Forex, Cryptocurrencies
Tip: In ranging or choppy markets, enable volatility or adaptive signal filtering to reduce false signals.
5. How to Use
Add the Indicator
Search for and apply hash98trade-AI on TradingView.
Adjust Parameters
MA Type: Default is EMA; SMA, WMA, etc., are also available.
ATR Period: Default is 10. Set to 5–7 for short-term trading, or 15–20 for longer-term strategies.
KNN Neighbors: Default is 6; adjust between 5–10 depending on market volatility.
Signal Threshold: Default is 65. Lower to 50 to capture more signals, or raise to 80 for higher signal quality.
Interpret Signals
Trend Line: Orange line represents SuperTrend. Green = Bullish; Red = Bearish.
Buy/Sell Signals:
Green/Cyan/Blue triangles = Buy (Institutional/Regular/Advanced).
Purple/Black inverted triangles = Sell signals.
Pattern Signals: Enable “Show Pattern Signals” to view markers for detected patterns (e.g., double bottom, volume breakout).
Manipulation Score: View risk score in the dashboard (Green = low risk; Red = high risk).
Combine with Other Tools: Use alongside RSI, MACD, or Bollinger Bands for signal confirmation.
Dashboard: Enable “Show Dashboard” to track real-time signal strength, KNN output, and data status.
6. Notes
Data Requirement: KNN-based predictions require at least 150 historical candles for optimal performance; signals may be weak initially.
Risk Management: Indicator signals are for reference only—always use stop-loss and position sizing, especially in low-volume markets.
Market Suitability: In low-volatility or ranging markets, enable volatility or volume filters to minimize misjudgments.
Disclaimer: This indicator does not constitute financial advice. Use it in conjunction with your trading strategy and market analysis.
7. Visualization Examples (Optional)
On your TradingView publication page, consider including the following screenshots:
Main Chart: Showcasing SuperTrend line, buy/sell signals, and surge/dump K markers.
Dashboard: Highlighting signal strength, KNN predictions, and data status.
Pattern Markers: Demonstrating recognition of W-bottom, head and shoulders, etc.
Manipulation Score: Displaying the trend of risk scores over time.
XForex Strategy by Wealthemoji🧠 XForex Strategy – Precision Trend Breakout System
XForex Strategy is a trend-following breakout system designed to capture high-probability directional moves with precision. It uses a volatility-adjusted dynamic engine to detect real-time trend shifts and plots Buy/Sell labels directly on the chart, along with a trailing reference line for potential stop-loss management.
The strategy highlights yellow candles in key consolidation zones after a signal, helping traders anticipate continuation or invalidation. All settings are internally fixed for consistency and protection of proprietary logic. Suitable for intraday, swing, and positional trading across Forex, commodities, and indices.
The XForex Strategy is a robust, visually intuitive trading tool designed to help traders capture high-probability breakout trends with clarity and discipline. This indicator leverages a proprietary trend recognition model that dynamically adapts to market volatility and price behavior, filtering out market noise and generating clean, decisive entries.
Rather than relying on a static moving average crossover or traditional trend filters, the strategy continuously re-evaluates market structure based on a combination of price momentum and volatility expansion. When the price confirms a directional shift, clear BUY and SELL labels are plotted directly on the chart — ensuring timely entries without lag.
What sets this script apart is its adaptive trailing structure, which acts as a dynamic stop-level guidance tool. This not only assists in entry decisions, but also provides a framework for risk management — particularly useful for trend-followers and breakout traders.
🔔 Key Features:
• Clear Buy & Sell Signals: No ambiguity — the script provides labels with actionable trade directions.
• Volatility-Aware Trend Engine: Reduces whipsaws during sideways markets while capturing strong moves.
• Auto-Trail Stop Visuals: A built-in trailing system that adapts to market structure — ideal for managing exits.
• Yellow Candle Alerting: Special candle coloring logic highlights key follow-through zones after signal generation.
• Works Across Assets: Compatible with Forex, Indices, Commodities (like XAUUSD), and Crypto.
• Hardcoded Inputs: Strategy settings are locked for consistency and standardization.
📈 How to Use:
• Add the script to any chart and wait for a Buy or Sell label to appear.
• Use the trailing signal line as a reference for stop-loss levels.
• Yellow candles indicate zones where a signal is active but price has yet to break out — offering early positioning insights.
• Backtest across various timeframes like 15min, 1hr, and 4hr to fit your trading style.
Limitations of XForex Strategy
1. Late Entries: Signals often appear after the trend has already started.
2. False Signals in Sideways Markets: Prone to whipsaws during low volatility.
3. Fixed Parameters: No flexibility to adjust for different assets or timeframes.
4. No Take-Profit Logic: Only stop-loss is defined; TP must be managed manually.
5. Not Ideal for Ranging Markets: Performs best in trending conditions.
6. No Volume Filter: May enter weak trends without confirmation.
7. Sensitive to News Events: Can react to sudden price spikes with false triggers.
