EMA Cross by RA4 ema indicator, shows buy sell signal on the cross of ema 1 and ema 2, ema 3 and ema 4 are optional to add, and may be of any length/period.
移動平均線
T-Reverse w VolumeT-Volume Fuel Indicator
English Description
T-Volume Fuel is a technical indicator designed to identify potential buying opportunities in the Thai stock market by combining price momentum, volume analysis, and EMA crossovers.
Concept
This indicator identifies high-potential entry points by analyzing:
Price momentum relative to EMAs
Volume spikes (using value = price × volume)
EMA crossovers
Market trend confirmation
How to Use
The indicator generates a green triangle (buy signal) when all conditions are met:
Price is above EMA Long (default: 20)
Value EMA Short crosses above Value EMA Long
Price EMA Short crosses below Price EMA Long
Maximum trading value exceeds the minimum threshold
Maximum value is significantly higher than average value
EMA Long is above the specified EMA period (default: 50)
Settings
EMA Price Short Period: Short-term EMA period for price (default: 10)
EMA Price Long Period: Long-term EMA period for price (default: 20)
Value EMA Short Period: Short-term EMA period for trading value (default: 10)
Value EMA Long Period: Long-term EMA period for trading value (default: 20)
Check Max Value Period: Lookback period for maximum value calculation (default: 20)
Minimum Value Threshold (Million THB): Minimum trading value required for signal (default: 10M THB)
Max Value to Avg Value Ratio Threshold: Minimum ratio of max value to average value (default: 2.0)
No Show if EMA over: Minimum EMA period required for signal display (default: 50)
Perfect for Thai stock traders looking for volume-confirmed trend opportunities!
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คำอธิบายภาษาไทย
T-Volume Fuel คือเครื่องมือทางเทคนิคที่ออกแบบมาเพื่อระบุโอกาสในการซื้อที่น่าสนใจในตลาดหุ้นไทย โดยรวมการวิเคราะห์โมเมนตัมของราคา, ปริมาณการซื้อขาย และการตัดกันของเส้น EMA
แนวคิด
เครื่องมือนี้ระบุจุดเข้าซื้อโดยวิเคราะห์:
โมเมนตัมของราคาเทียบกับค่า EMA
การพุ่งขึ้นของปริมาณการซื้อขาย (โดยใช้มูลค่า = ราคา × ปริมาณ)
การตัดกันของเส้น EMA
การยืนยันแนวโน้มของตลาด
วิธีใช้งาน
เครื่องมือจะแสดงสัญลักษณ์สามเหลี่ยมสีเขียว (สัญญาณซื้อ) เมื่อเข้าเงื่อนไขทั้งหมด:
ราคาอยู่เหนือ EMA ยาว (ค่าเริ่มต้น: 20)
ค่า EMA สั้นของมูลค่าการซื้อขายตัดขึ้นเหนือค่า EMA ยาวของมูลค่าการซื้อขาย
ค่า EMA สั้นของราคาตัดลงต่ำกว่าค่า EMA ยาวของราคา
มูลค่าการซื้อขายสูงสุดเกินกว่าค่าขั้นต่ำที่กำหนด
มูลค่าสูงสุดมากกว่ามูลค่าเฉลี่ยอย่างมีนัยสำคัญ
EMA ยาวอยู่เหนือค่า EMA ที่กำหนด (ค่าเริ่มต้น: 50)
การตั้งค่า
EMA Price Short Period: ระยะเวลา EMA ระยะสั้นสำหรับราคา (ค่าเริ่มต้น: 10)
EMA Price Long Period: ระยะเวลา EMA ระยะยาวสำหรับราคา (ค่าเริ่มต้น: 20)
Value EMA Short Period: ระยะเวลา EMA ระยะสั้นสำหรับมูลค่าการซื้อขาย (ค่าเริ่มต้น: 10)
Value EMA Long Period: ระยะเวลา EMA ระยะยาวสำหรับมูลค่าการซื้อขาย (ค่าเริ่มต้น: 20)
Check Max Value Period: ระยะเวลาย้อนหลังสำหรับการคำนวณมูลค่าสูงสุด (ค่าเริ่มต้น: 20)
Minimum Value Threshold (Million THB): มูลค่าการซื้อขายขั้นต่ำที่ต้องการสำหรับสัญญาณ (ค่าเริ่มต้น: 10 ล้านบาท)
Max Value to Avg Value Ratio Threshold: อัตราส่วนขั้นต่ำของมูลค่าสูงสุดต่อมูลค่าเฉลี่ย (ค่าเริ่มต้น: 2.0)
No Show if EMA over: ระยะเวลา EMA ขั้นต่ำที่ต้องการสำหรับการแสดงสัญญาณ (ค่าเริ่มต้น: 50)
เหมาะสำหรับนักเทรดหุ้นไทยที่ต้องการหาโอกาสในการเทรดที่มีการยืนยันด้วยปริมาณการซื้อขาย!
Momentum Trading StrategyThis is a Trend Following Momentum Strategy, where i used EMA, ADX, RSI, VWAP to take trade with Trend and initiate trade when Momentum builds up.
The Default target is 1:2
Trend Band Oscillator📌 Trend Band Oscillator
📄 Description
Trend Band Oscillator is a momentum-based trend indicator that calculates the spread between two EMAs and overlays it with a volatility filter using a standard deviation band. It helps traders visualize not only the trend direction but also the strength and stability of the trend.
📌 Features
🔹 EMA Spread Calculation: Measures the difference between a fast and slow EMA to quantify short-term vs mid-term trend dynamics.
🔹 Volatility Band Overlay: Applies an EMA of standard deviation to the spread to filter noise and highlight valid momentum shifts.
🔹 Color-Based Visualization: Positive spread values are shown in lime (bullish), negative values in fuchsia (bearish) for quick directional insight.
🔹 Upper/Lower Bands: Help detect potential overbought/oversold conditions or strong trend continuation.
🔹 Zero Line Reference: A horizontal baseline at zero helps identify trend reversals and neutral zones.
🛠️ How to Use
✅ Spread > 0: Indicates a bullish trend. Consider maintaining or entering long positions.
✅ Spread < 0: Indicates a bearish trend. Consider maintaining or entering short positions.
⚠️ Spread exceeds bands: May signal overextension or strong momentum; consider using with additional confirmation indicators.
🔄 Band convergence: Suggests weakening trend and potential transition to a ranging market.
Recommended timeframes: 1H, 4H, Daily
Suggested complementary indicators: RSI, MACD, OBV, SuperTrend
✅ TradingView House Rules Compliance
This script is open-source and published under Pine Script v5.
It does not repaint, spam alerts, or cause performance issues.
It is designed as an analytical aid only and should not be considered financial advice.
All calculations are transparent, and no external data sources or insecure functions are used.
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📌 Trend Band Oscillator
📄 설명 (Description)
Trend Band Oscillator는 두 개의 EMA 간 스프레드(차이)를 기반으로 한 모멘텀 중심의 추세 오실레이터입니다. 여기에 표준편차 기반의 변동성 밴드를 적용하여, 추세의 방향뿐 아니라 강도와 안정성까지 시각적으로 분석할 수 있도록 설계되었습니다.
📌 주요 특징 (Features)
🔹 EMA 기반 스프레드 계산: Fast EMA와 Slow EMA의 차이를 활용해 시장 추세를 정량적으로 표현합니다.
🔹 표준편차 필터링: Spread에 대해 EMA 및 표준편차 기반의 밴드를 적용해 노이즈를 줄이고 유효한 추세를 강조합니다.
🔹 컬러 기반 시각화: 오실레이터 값이 양수일 경우 초록색, 음수일 경우 마젠타 색으로 추세 방향을 직관적으로 파악할 수 있습니다.
🔹 밴드 범위 시각화: 상·하위 밴드를 통해 스프레드의 평균 편차 범위를 보여주며, 추세의 강약과 포화 여부를 진단할 수 있습니다.
🔹 제로 라인 표시: 추세 전환 가능 지점을 시각적으로 확인할 수 있도록 중심선(0선)을 제공합니다.
🛠️ 사용법 (How to Use)
✅ 오실레이터가 0 이상 유지: 상승 추세 구간이며, 롱 포지션 유지 또는 진입 검토
✅ 오실레이터가 0 이하 유지: 하락 추세 구간이며, 숏 포지션 유지 또는 진입 검토
⚠️ 상·하위 밴드를 이탈: 일시적인 과매수/과매도 혹은 강한 추세 발현 가능성 있음 → 다른 보조지표와 함께 필터링 권장
🔄 밴드 수렴: 추세가 약해지고 있음을 나타냄 → 변동성 하락 또는 방향성 상실 가능성 있음
권장 적용 시간대: 1시간봉, 4시간봉, 일봉
보조 적용 지표: RSI, MACD, OBV, SuperTrend 등과 함께 사용 시 신호 필터링에 유리
✅ 트레이딩뷰 하우스룰 준수사항 (TV House Rules Compliance)
이 지표는 **무료 공개용(Open-Source)**이며, Pine Script Version 5로 작성되어 있습니다.
과도한 리페인트, 비정상적 반복 경고(alert spam), 실시간 성능 저하 등의 요소는 포함되어 있지 않습니다.
사용자는 본 지표를 투자 결정의 참고용 보조 도구로 활용해야 하며, 독립적인 매매 판단이 필요합니다.
데이터 소스 및 계산 방식은 완전히 공개되어 있으며, 외부 API나 보안 취약점을 유발하는 구성 요소는 없습니다.
AD 4 VWMAs + VWAP [v3]4 Weighted moving averages along with VWAP, you can configure the visibility and period lengths
JXMJXRS - Mean Reversion Bands ToolThis indicator highlights when price is likely overextended and may revert back toward its average. It does this by plotting a central mean (EMA, SMA, or VWAP) with dynamic bands based on either standard deviation or ATR. These bands help show how far price has moved from normal levels.
When price moves beyond the outer bands, the background highlights in red or green to signal possible exhaustion. An optional setting allows the highlight to trigger only if the full candle body breaks beyond the band, helping reduce noise from small spikes or wicks.
The inner bands show more moderate overextensions, while the outer bands focus on stronger, less frequent moves. This makes the tool useful in both ranging and trending environments.
The indicator also includes a hidden oscillator that measures how far price is from the mean in standardized units. It stays off by default but can be enabled by advanced users if needed.
This tool works best on higher timeframes, such as the daily chart. It is not a buy or sell signal, but a way to add context and filter low-quality setups by focusing only on significant price extensions.
A red background appears when price closes significantly above the upper volatility band. This suggests that price is stretched far above its normal range and may be entering an overbought or exhausted state. A green background appears when price closes significantly below the lower volatility band, indicating a potential oversold condition. These zones highlight areas where a price reversion or slowdown may be more likely based on statistical extremes.
High Freq Buy The Dips Bull Market [Quant Trading]STRATEGY OVERVIEW
This is a significantly enhanced and optimized version of the original "Buy The Dips in Bull Market" strategy from Coinrule (2020). The strategy has been completely rewritten in Pine Script v6 with substantial improvements in performance, risk management, and functionality. Based on extensive analysis of 2+ years of BTC hourly data, this optimized version delivers 312.6% better returns with a 74.8% win rate compared to the original implementation.
Key Philosophy: The strategy capitalizes on temporary price dips during bull market conditions by entering long positions when RSI indicates oversold conditions while maintaining a bullish market structure, then exiting when price recovers above key moving averages.
HOW IT WORKS
Entry Logic
The strategy enters long positions when ALL of the following conditions are met:
RSI Oversold Condition: RSI drops below the configurable threshold (default: 45)
Bull Market Structure: Long-term MA (150) is below the slow MA (40), indicating overall bullish momentum
Within Date Range: Trade occurs within the specified backtesting period
Exit Logic
Positions are closed when BOTH conditions are satisfied:
Price Recovery: Current price moves above the fast MA (15-period)
MA Alignment: Fast MA crosses above slow MA, confirming trend continuation
Optional Short Trading
When enabled, the strategy can also trade short positions using inverse logic:
Short Entry: RSI overbought (above 55 by default) + bearish market structure
Short Exit: Price decline below fast MA + bearish MA alignment
KEY IMPROVEMENTS OVER ORIGINAL
1. Enhanced Risk Management
ATR-Based Stop Loss/Take Profit: Dynamic risk levels based on market volatility
Configurable Risk-Reward Ratio: Default 2:1 ratio with full customization
Alternative Percentage-Based Risk: Option to use fixed percentage stops instead of ATR
2. Optimized Parameters
RSI Period: Increased to 14 (from original) for more reliable signals
RSI Buy Signal: Optimized to 45 (from 35) reducing false signals
Fast MA: Shortened to 15 periods (from 9) for quicker response
Slow MA: Reduced to 40 periods (from 50) for improved trend detection
Long MA: Reduced to 150 periods (from 200) for better bull market identification
3. Advanced Features
Bi-directional Trading: Optional short selling capability
Comprehensive Visualization: Enhanced plotting with risk level displays
Flexible Date Range: Improved backtesting controls with visual indicators
Modern Pine Script v6: Complete rewrite using latest Pine Script features
DEFAULT PARAMETERS EXPLAINED
RSI Settings
RSI Period: 14 bars - Standard period providing balanced sensitivity
RSI Buy Signal: 45 - Optimized threshold for bull market dip buying
Moving Average Settings
Fast MA Length: 15 - Quick-response average for exit signals
Slow MA Length: 40 - Medium-term trend confirmation
Long MA Length: 150 - Long-term bull market structure identification
Risk Management (ATR-Based)
ATR Period: 14 - Standard volatility measurement period
ATR Stop Loss Multiplier: 2.0 - Conservative stop loss distance
Risk Reward Ratio: 2.0 - Take profit at 2x the risk amount
Alternative Risk Management (Percentage-Based)
Stop Loss: 5% - Fixed percentage stop loss
Take Profit: 10% - Fixed percentage take profit target
Trading Configuration
Initial Capital: $1,000
Position Size: 100% of equity per trade
Commission: 0.1% per trade
Slippage: 3 ticks
STRATEGY PERFORMANCE CHARACTERISTICS
Strengths
High Win Rate: 74.8% successful trades based on optimization analysis
Bull Market Focused: Designed specifically for uptrending market conditions
Volatility Adaptive: ATR-based risk management adjusts to market conditions
False Signal Reduction: Optimized parameters minimize whipsaws
Considerations
Bull Market Dependency: Performance may decline in prolonged bear markets
Trend Following Nature: May experience drawdowns during strong trend reversals
High Frequency: Generates multiple signals requiring active monitoring
RISK WARNINGS
Past performance does not guarantee future results. This strategy is optimized for bull market conditions and performance may vary significantly in different market environments. Always use appropriate position sizing and risk management. Real trading results may differ due to execution costs, slippage, and market conditions.
RECOMMENDED USAGE
Optimal Market Conditions
Bull market or strong uptrending conditions
Medium to high volatility environments
Markets with clear trend structure
Timeframes
Optimized for hourly charts
Can be adapted for other timeframes with parameter adjustment
Asset Classes
Originally optimized for Bitcoin
Suitable for other trending cryptocurrencies and traditional assets
Test parameters on specific assets before live implementation
TECHNICAL REQUIREMENTS
Pine Script Version: v6
Strategy Type: Long/Short (configurable)
Overlay: Yes - plots directly on price chart
Real-time Alerts: Compatible with TradingView alert system
This strategy represents a substantial evolution of the original concept, incorporating modern risk management techniques, optimized parameters based on extensive backtesting, and enhanced functionality while maintaining the core "buy the dips" philosophy that made the original strategy popular.
BUY in HASH RibbonsBUY in HASH Ribbons Indicator
The BUY in HASH Ribbons indicator is designed to identify Bitcoin miner capitulation phases, often referred to as "Springs," using hash rate data. These phases signal potential buying opportunities with historically low downside risk. Built for TradingView with Pine Script v6, it visualizes hash rate trends and generates actionable signals for traders.
Key Features
Hash Ribbons Analysis: Tracks Bitcoin miner capitulation through the relationship between short-term (30-day) and long-term (60-day) Simple Moving Averages (SMAs) of the hash rate.
Signal Visualization:
Gray Circle: Marks the start of capitulation (30-day SMA crosses below 60-day SMA).
White Circles: Indicate ongoing capitulation, with brighter white showing hash rate recovery (increasing short SMA).
Yellow Circle: Signals the end of capitulation (30-day SMA crosses above 60-day SMA).
Orange Circle: Represents a buy signal after full recovery, combining hash rate and price momentum for optimal entry.
Flexible Display:
Ribbons Mode: Plots the short and long SMAs as colored ribbons (red for capitulation, green for recovery).
Oscillator Mode: Shows the percentage difference between short and long SMAs as a histogram (red for negative, blue for positive).
Halving Events: Optionally plots Bitcoin halving dates with dashed lines and labels for context (2012, 2016, 2020, 2024).
Raw Hash Rate: Option to display raw hash rate data in EH/s (exahashes per second).
Alerts: Configurable alerts for capitulation, recovery, and buy signals.
How It Works
The indicator uses hash rate data from external sources (e.g., IntoTheBlock or Quandl) to calculate SMAs. Capitulation occurs when miners reduce activity, often during price declines, causing the short-term SMA to fall below the long-term SMA. Recovery is detected as the short-term SMA begins to rise, and a buy signal is generated when the hash rate recovers alongside bullish price action (10-day SMA crossing above 20-day SMA).
Inputs
Plot Type: Choose between "Ribbons" or "Oscillator" display.
Hash Rate Short SMA: Default 30 days, adjustable.
Hash Rate Long SMA: Default 60 days, adjustable.
Plot Signals: Enable/disable signal circles (capitulation, recovery, buy).
Plot Halvings: Show/hide Bitcoin halving events.
Plot Raw Hash Rate: Display raw hash rate data.
Source Hash Rate: Select data provider (e.g., IntoTheBlock or Quandl).
Why Use It?
Proven Strategy: Hash Ribbons, popularized by Capriole Investments, have historically identified strong Bitcoin buying opportunities post-capitulation.
Customizable: Tailor the indicator to your trading style with adjustable SMAs and display options.
Contextual Insight: Halving markers provide additional market context, as miner dynamics often shift post-halving.
Real-Time Alerts: Stay informed with alerts for key events, ideal for active traders.
Usage Notes
Timeframe: Best used on daily charts for accurate hash rate and price SMA calculations.
Data Sources: Ensure the selected hash rate source is reliable; IntoTheBlock is the default for consistency.
Risk Management: Combine with other indicators (e.g., RSI, MACD) and fundamental analysis for robust trading decisions.
Backtesting: Test the indicator on historical data to understand its performance in different market cycles.
Credits
Developed by Trader T (@thepfund). Inspired by the Hash Ribbons concept from Capriole Investments.
This indicator empowers traders to capitalize on Bitcoin’s miner-driven market cycles with clear, data-driven signals. Add it to your TradingView chart and start identifying high-probability entries today!
Daily 50‑ & 200‑SMA Ceiling Radar — EnhancedDescription:
This custom TradingView indicator, developed by Trader Malik and licensed under Trades Per Minute, is a powerful visual tool for identifying how price behaves relative to major daily moving averages — the 50-SMA and 200-SMA. It helps traders quickly understand key technical dynamics such as trend alignment, MA proximity, and short-term momentum sentiment — all displayed on a clean, minimal overlay with visual alerts and an adjustable data table.
FEATURES
1. Daily 50 & 200 Simple Moving Averages (SMA):**
- Displayed directly on the chart using distinct blue and orange lines.
- These serve as primary trend filters and support/resistance zones.
2. Price Highlighting:
- A red background flashes momentarily when the price crosses either the 50-SMA or 200-SMA.
- A green background fills the chart when price is above both MAs (bullish zone).
- A red background persists if price is below both MAs (bearish zone).
3. MA Gap Analysis Table:
- 50-SMA Row**: Shows % gap between 50-SMA and 200-SMA.
- 200-SMA Row**: Shows % gap between 200-SMA and 50-SMA.
- Sentiment Row**: Displays short-term trend bias based on the slope of the past 7 daily closes — Bullish, Neutral, or Bearish.
USER SETTINGS
Table Location: Choose between **Top Right** or **Bottom Right** of the chart.
Table Size: Select **Small**, **Medium**, or **Large** to suit screen preferences and layout aesthetics.
This script is **intellectual property of Trades Per Minute** and distributed by **Trader Malik** for use under licensing terms. Redistribution or repurposing without authorization is strictly prohibited.
Dynamic Fib 61.8Dynamic Fib 61.8 Indicator – Full Guide
1. Overview
This indicator plots a dynamic 61.8% Fibonacci retracement level, adjusted for market volatility and smoothed using an EMA for cleaner signals. Unlike traditional static Fib levels, this version auto-adjusts based on recent price swings, making it more responsive to changing market conditions.
Key Features:
✅ Auto-Adjusting 61.8% Fib Level – Adapts to the highest high/lowest low over a user-defined period.
✅ EMA Smoothing – Reduces noise for more reliable support/resistance.
✅ Breakout Alerts – Built-in alerts for when price crosses the Fib level.
✅ Inverse Chart Support – Works on both regular and inverse price scales.
2. How to Use This Indicator
Primary Use Case:
Trend Retracement Entry: The 61.8% level often acts as a reversal zone in trending markets.
Breakout Confirmation: A decisive close above/below the smoothed Fib level suggests trend continuation.
Support/Resistance Flip: Watch for price reactions at this level for intraday/swing trades.
Input Parameters:
Input Default Description
Lookback Period 52 Determines how far back the highest high/lowest low is calculated. Higher = slower reaction, lower = more sensitive.
EMA Smoothing 3 Controls how much the Fib level is smoothed (higher = smoother but laggier).
Invert Price Scale Off Flips the calculation for inverse charts (e.g., for crypto perpetuals).
3. Interpretation & Trading Rules
Bullish Scenario (Buy Dips):
Price retraces to the smoothed Fib 61.8 level in an uptrend.
Confirmation: Wait for bullish candlestick patterns (hammer, engulfing) or RSI > 50.
Entry: Long on a bounce, stop-loss below recent swing low.
Bearish Scenario (Sell Rallies):
Price retraces to the smoothed Fib 61.8 level in a downtrend.
Confirmation: Bearish rejection (shooting star, bearish engulfing) or RSI < 50.
Entry: Short on rejection, stop-loss above recent swing high.
Breakout Trading:
If price closes decisively above/below the smoothed Fib level, it may signal trend continuation.
Volume & Momentum Confirmation: Use with MACD/RSI for stronger signals.
4. Best Confluence Indicators
This indicator works best when combined with:
A. Momentum Oscillators
RSI (14):
Look for oversold (RSI < 30) near Fib support in uptrends.
Look for overbought (RSI > 70) near Fib resistance in downtrends.
MACD:
Bullish: MACD crossing above signal line near Fib support.
Bearish: MACD crossing below signal line near Fib resistance.
B. Volume Analysis
Volume Spike + Fib Bounce = Strong Reversal Signal
Low Volume at Fib Retest = Potential Fakeout
C. Moving Averages
50 EMA/200 EMA Alignment:
If price is above 200 EMA and retests Fib 61.8, it’s a high-probability long.
If price is below 200 EMA and rejects Fib 61.8, it’s a high-probability short.
D. Price Action Patterns
Engulfing, Pin Bars, Inside Bars at the Fib level add confirmation.
5. Example Strategy
Setup:
Trend Identification – Price is above 200 EMA (uptrend).
Retracement to Smoothed Fib 61.8 – Price pulls back to the dynamic level.
Confirmation – Bullish hammer forms + RSI > 50.
Entry – Buy with stop below recent swing low.
Target – Previous high or 1.618 Fib extension.
6. Limitations & Adjustments
Choppy Markets: The Fib level may give false signals (use ATR filter).
Optimal Period Adjustment:
For day trading, reduce Lookback Period (e.g., 20-30).
For swing trading, increase (e.g., 50-100).
EMA Smoothing: If too slow, increase smoothing to 5-10.
Final Thoughts
This indicator is best used as a dynamic support/resistance tool rather than a standalone system. Combining it with momentum filters, volume, and price action significantly improves accuracy.
52SIGNAL RECIPE EMA Trend ═══ 52SIGNAL RECIPE EMA Trend ═══
◆ Overview
52SIGNAL RECIPE EMA Trend is a powerful visual tool that allows you to instantly grasp market trends without complex chart analysis. It represents the direction and strength of trends through an intuitive color-coding system based on the relative positions of three Exponential Moving Averages (EMAs).
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◆ Key Features
• Trend Direction and Strength Visualization: Instantly identify trend direction and strength through an intuitive color-coding system
• EMA Relationship Analysis: Analyze the relative positions of short-term, medium-term, and long-term EMAs to determine trend status
• Clean Separate Window Display: Provides clear visual representation in a window separate from the price chart
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◆ Technical Foundation
52SIGNAL RECIPE EMA Trend utilizes the following three EMAs:
• Short-term EMA (default: 9)
• Medium-term EMA (default: 20)
• Long-term EMA (default: 50)
By analyzing the relative positions of these three EMAs, it determines the following trend states:
■ Intuitive Color-Coding System
• Bullish Trend (Blue Zones)
▶ Bright Blue: Strong bullish trend - Short-term EMA > Medium-term EMA and Short-term EMA > Long-term EMA
▶ Dark Blue: Weak bullish trend - Short-term EMA > Medium-term EMA but Short-term EMA < Long-term EMA
• Bearish Trend (Red Zones)
▶ Bright Red: Strong bearish trend - Short-term EMA < Medium-term EMA and Short-term EMA < Long-term EMA
▶ Dark Red: Weak bearish trend - Short-term EMA < Medium-term EMA but Short-term EMA > Long-term EMA
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◆ Practical Applications
■ Trend Identification
• Bullish Trend: Blue zones indicate an ongoing bullish trend. Particularly, bright blue zones represent a strong bullish trend with all EMAs aligned.
• Bearish Trend: Red zones indicate an ongoing bearish trend. Bright red zones suggest strong bearish momentum.
• Trend Reversal: When the color changes from blue to red (or vice versa), it indicates that a trend reversal has occurred.
■ Trading Strategy Applications
• Consider Long Positions: When transitioning to blue zones, especially when changing from dark blue to bright blue, consider long positions.
• Consider Short Positions: When transitioning to red zones, especially when changing from dark red to bright red, consider short positions.
• Position Maintenance/Management: Maintain existing positions while the same color persists, and reassess risk management when color intensity changes.
■ Synergy with Other Indicators
52SIGNAL RECIPE EMA Trend is more effective when used alongside these indicators:
• RSI: Verify overbought/oversold conditions to optimize entry points within trends
• Volume Indicators: Validate trend strength through volume confirmation
• Support/Resistance Levels: Analyze with key price levels to determine entry/exit points
• Bollinger Bands: Identify volatility within trends and potential reversal points
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◆ Customization
You can adjust the following parameters as needed:
• Short-term EMA Length: Decrease for more sensitive reactions, increase for smoother signals
• Medium-term EMA Length: Adjust for medium-term trend perspective
• Long-term EMA Length: Adjust for long-term trend filtering strength
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◆ Conclusion
52SIGNAL RECIPE EMA Trend is a powerful visualization tool that enables intuitive understanding of market trends. It allows for immediate recognition of trend direction and strength without complex analysis, making it applicable to various trading styles from short-term traders to long-term investors.
This indicator is most effective when used as a tool to visualize trend conditions rather than as an independent trading signal generator. Always use it in conjunction with other technical/fundamental analysis tools to make more robust trading decisions.
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※ Disclaimer: Past performance does not guarantee future results. Always use appropriate risk management strategies.
═══ 52SIGNAL RECIPE EMA 트렌드 ═══
◆ 개요
52SIGNAL RECIPE EMA 트렌드는 복잡한 차트 분석 없이도 시장 트렌드를 즉시 파악할 수 있는 강력한 시각적 도구입니다. 세 가지 지수 이동 평균선(EMA)의 상대적 위치를 기반으로 한 직관적인 색상 코딩 시스템을 통해 트렌드의 방향과 강도를 표현합니다.
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◆ 주요 특징
• 트렌드 방향 및 강도 시각화: 직관적인 색상 코딩 시스템을 통해 트렌드 방향과 강도를 즉시 식별
• EMA 관계 분석: 단기, 중기, 장기 EMA의 상대적 위치를 분석하여 트렌드 상태 판단
• 깔끔한 별도 창 표시: 가격 차트와 별도의 창에서 명확한 시각적 표현 제공
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◆ 기술적 기반
52SIGNAL RECIPE EMA 트렌드는 다음 세 가지 EMA를 활용합니다:
• 단기 EMA (기본값: 9)
• 중기 EMA (기본값: 20)
• 장기 EMA (기본값: 50)
이 세 가지 EMA의 상대적 위치를 분석하여 다음과 같은 트렌드 상태를 결정합니다:
■ 직관적인 색상 코딩 시스템
• 강세 트렌드 (파란색 영역)
▶ 밝은 파란색: 강한 강세 트렌드 - 단기 EMA > 중기 EMA 그리고 단기 EMA > 장기 EMA
▶ 어두운 파란색: 약한 강세 트렌드 - 단기 EMA > 중기 EMA 하지만 단기 EMA < 장기 EMA
• 약세 트렌드 (빨간색 영역)
▶ 밝은 빨간색: 강한 약세 트렌드 - 단기 EMA < 중기 EMA 그리고 단기 EMA < 장기 EMA
▶ 어두운 빨간색: 약한 약세 트렌드 - 단기 EMA < 중기 EMA 하지만 단기 EMA > 장기 EMA
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◆ 실용적 응용
■ 트렌드 식별
• 강세 트렌드: 파란색 영역은 진행 중인 강세 트렌드를 나타냅니다. 특히 밝은 파란색 영역은 모든 EMA가 정렬된 강한 강세 트렌드를 나타냅니다.
• 약세 트렌드: 빨간색 영역은 진행 중인 약세 트렌드를 나타냅니다. 밝은 빨간색 영역은 강한 약세 모멘텀을 시사합니다.
• 트렌드 반전: 색상이 파란색에서 빨간색으로(또는 그 반대로) 변경되면 트렌드 반전이 발생했음을 나타냅니다.
■ 트레이딩 전략 응용
• 롱 포지션 고려: 파란색 영역으로 전환될 때, 특히 어두운 파란색에서 밝은 파란색으로 변경될 때 롱 포지션을 고려하세요.
• 숏 포지션 고려: 빨간색 영역으로 전환될 때, 특히 어두운 빨간색에서 밝은 빨간색으로 변경될 때 숏 포지션을 고려하세요.
• 포지션 유지/관리: 같은 색상이 지속되는 동안 기존 포지션을 유지하고, 색상 강도가 변경될 때 리스크 관리를 재평가하세요.
■ 다른 지표와의 시너지
52SIGNAL RECIPE EMA 트렌드는 다음 지표들과 함께 사용할 때 더 효과적입니다:
• RSI: 과매수/과매도 상태를 확인하여 트렌드 내 진입 시점 최적화
• 거래량 지표: 거래량 확인을 통한 트렌드 강도 검증
• 지지/저항 레벨: 주요 가격 레벨과 함께 분석하여 진입/퇴출 시점 결정
• 볼린저 밴드: 트렌드 내 변동성과 잠재적 반전 지점 식별
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◆ 커스터마이징
필요에 따라 다음 매개변수를 조정할 수 있습니다:
• 단기 EMA 길이: 더 민감한 반응을 위해 감소, 더 부드러운 신호를 위해 증가
• 중기 EMA 길이: 중기 트렌드 관점에 맞게 조정
• 장기 EMA 길이: 장기 트렌드 필터링 강도 조정
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◆ 결론
52SIGNAL RECIPE EMA 트렌드는 시장 트렌드를 직관적으로 이해할 수 있게 해주는 강력한 시각화 도구입니다. 복잡한 분석 없이 트렌드 방향과 강도를 즉시 인식할 수 있어, 단기 트레이더부터 장기 투자자까지 다양한 트레이딩 스타일에 적용할 수 있습니다.
이 지표는 독립적인 트레이딩 신호 생성기보다는 트렌드 상태를 시각화하는 도구로 사용할 때 가장 효과적입니다. 항상 다른 기술적/기본적 분석 도구와 함께 사용하여 더 견고한 트레이딩 결정을 내리세요.
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※ 면책 조항: 과거 성과가 미래 결과를 보장하지 않습니다. 항상 적절한 리스크 관리 전략을 사용하세요.
VoVix DEVMA🌌 VoVix DEVMA: A Deep Dive into Second-Order Volatility Dynamics
Welcome to VoVix+, a sophisticated trading framework that transcends traditional price analysis. This is not merely another indicator; it is a complete system designed to dissect and interpret the very fabric of market volatility. VoVix+ operates on the principle that the most powerful signals are not found in price alone, but in the behavior of volatility itself. It analyzes the rate of change, the momentum, and the structure of market volatility to identify periods of expansion and contraction, providing a unique edge in anticipating major market moves.
This document will serve as your comprehensive guide, breaking down every mathematical component, every user input, and every visual element to empower you with a profound understanding of how to harness its capabilities.
🔬 THEORETICAL FOUNDATION: THE MATHEMATICS OF MARKET DYNAMICS
VoVix+ is built upon a multi-layered mathematical engine designed to measure what we call "second-order volatility." While standard indicators analyze price, and first-order volatility indicators (like ATR) analyze the range of price, VoVix+ analyzes the dynamics of the volatility itself. This provides insight into the market's underlying state of stability or chaos.
1. The VoVix Score: Measuring Volatility Thrust
The core of the system begins with the VoVix Score. This is a normalized measure of volatility acceleration or deceleration.
Mathematical Formula:
VoVix Score = (ATR(fast) - ATR(slow)) / (StDev(ATR(fast)) + ε)
Where:
ATR(fast) is the Average True Range over a short period, representing current, immediate volatility.
ATR(slow) is the Average True Range over a longer period, representing the baseline or established volatility.
StDev(ATR(fast)) is the Standard Deviation of the fast ATR, which measures the "noisiness" or consistency of recent volatility.
ε (epsilon) is a very small number to prevent division by zero.
Market Implementation:
Positive Score (Expansion): When the fast ATR is significantly higher than the slow ATR, it indicates a rapid increase in volatility. The market is "stretching" or expanding.
Negative Score (Contraction): When the fast ATR falls below the slow ATR, it indicates a decrease in volatility. The market is "coiling" or contracting.
Normalization: By dividing by the standard deviation, we normalize the score. This turns it into a standardized measure, allowing us to compare volatility thrust across different market conditions and timeframes. A score of 2.0 in a quiet market means the same, relatively, as a score of 2.0 in a volatile market.
2. Deviation Analysis (DEV): Gauging Volatility's Own Volatility
The script then takes the analysis a step further. It calculates the standard deviation of the VoVix Score itself.
Mathematical Formula:
DEV = StDev(VoVix Score, lookback_period)
Market Implementation:
This DEV value represents the magnitude of chaos or stability in the market's volatility dynamics. A high DEV value means the volatility thrust is erratic and unpredictable. A low DEV value suggests the change in volatility is smooth and directional.
3. The DEVMA Crossover: Identifying Regime Shifts
This is the primary signal generator. We take two moving averages of the DEV value.
Mathematical Formula:
fastDEVMA = SMA(DEV, fast_period)
slowDEVMA = SMA(DEV, slow_period)
The Core Signal:
The strategy triggers on the crossover and crossunder of these two DEVMA lines. This is a profound concept: we are not looking at a moving average of price or even of volatility, but a moving average of the standard deviation of the normalized rate of change of volatility.
Bullish Crossover (fastDEVMA > slowDEVMA): This signals that the short-term measure of volatility's chaos is increasing relative to the long-term measure. This often precedes a significant market expansion and is interpreted as a bullish volatility regime.
Bearish Crossunder (fastDEVMA < slowDEVMA): This signals that the short-term measure of volatility's chaos is decreasing. The market is settling down or contracting, often leading to trending moves or range consolidation.
⚙️ INPUTS MENU: CONFIGURING YOUR ANALYSIS ENGINE
Every input has been meticulously designed to give you full control over the strategy's behavior. Understanding these settings is key to adapting VoVix+ to your specific instrument, timeframe, and trading style.
🌀 VoVix DEVMA Configuration
🧬 Deviation Lookback: This sets the lookback period for calculating the DEV value. It defines the window for measuring the stability of the VoVix Score. A shorter value makes the system highly reactive to recent changes in volatility's character, ideal for scalping. A longer value provides a smoother, more stable reading, better for identifying major, long-term regime shifts.
⚡ Fast VoVix Length: This is the lookback period for the fastDEVMA. It represents the short-term trend of volatility's chaos. A smaller number will result in a faster, more sensitive signal line that reacts quickly to market shifts.
🐌 Slow VoVix Length: This is the lookback period for the slowDEVMA. It represents the long-term, baseline trend of volatility's chaos. A larger number creates a more stable, slower-moving anchor against which the fast line is compared.
How to Optimize: The relationship between the Fast and Slow lengths is crucial. A wider gap (e.g., 20 and 60) will result in fewer, but potentially more significant, signals. A narrower gap (e.g., 25 and 40) will generate more frequent signals, suitable for more active trading styles.
🧠 Adaptive Intelligence
🧠 Enable Adaptive Features: When enabled, this activates the strategy's performance tracking module. The script will analyze the outcome of its last 50 trades to calculate a dynamic win rate.
⏰ Adaptive Time-Based Exit: If Enable Adaptive Features is on, this allows the strategy to adjust its Maximum Bars in Trade setting based on performance. It learns from the average duration of winning trades. If winning trades tend to be short, it may shorten the time exit to lock in profits. If winners tend to run, it will extend the time exit, allowing trades more room to develop. This helps prevent the strategy from cutting winning trades short or holding losing trades for too long.
⚡ Intelligent Execution
📊 Trade Quantity: A straightforward input that defines the number of contracts or shares for each trade. This is a fixed value for consistent position sizing.
🛡️ Smart Stop Loss: Enables the dynamic stop-loss mechanism.
🎯 Stop Loss ATR Multiplier: Determines the distance of the stop loss from the entry price, calculated as a multiple of the current 14-period ATR. A higher multiplier gives the trade more room to breathe but increases risk per trade. A lower multiplier creates a tighter stop, reducing risk but increasing the chance of being stopped out by normal market noise.
💰 Take Profit ATR Multiplier: Sets the take profit target, also as a multiple of the ATR. A common practice is to set this higher than the Stop Loss multiplier (e.g., a 2:1 or 3:1 reward-to-risk ratio).
🏃 Use Trailing Stop: This is a powerful feature for trend-following. When enabled, instead of a fixed stop loss, the stop will trail behind the price as the trade moves into profit, helping to lock in gains while letting winners run.
🎯 Trail Points & 📏 Trail Offset ATR Multipliers: These control the trailing stop's behavior. Trail Points defines how much profit is needed before the trail activates. Trail Offset defines how far the stop will trail behind the current price. Both are based on ATR, making them fully adaptive to market volatility.
⏰ Maximum Bars in Trade: This is a time-based stop. It forces an exit if a trade has been open for a specified number of bars, preventing positions from being held indefinitely in stagnant markets.
⏰ Session Management
These inputs allow you to confine the strategy's trading activity to specific market hours, which is crucial for day trading instruments that have defined high-volume sessions (e.g., stock market open).
🎨 Visual Effects & Dashboard
These toggles give you complete control over the on-chart visuals and the dashboard. You can disable any element to declutter your chart or focus only on the information that matters most to you.
📊 THE DASHBOARD: YOUR AT-A-GLANCE COMMAND CENTER
The dashboard centralizes all critical information into one compact, easy-to-read panel. It provides a real-time summary of the market state and strategy performance.
🎯 VOVIX ANALYSIS
Fast & Slow: Displays the current numerical values of the fastDEVMA and slowDEVMA. The color indicates their direction: green for rising, red for falling. This lets you see the underlying momentum of each line.
Regime: This is your most important environmental cue. It tells you the market's current state based on the DEVMA relationship. 🚀 EXPANSION (Green) signifies a bullish volatility regime where explosive moves are more likely. ⚛️ CONTRACTION (Purple) signifies a bearish volatility regime, where the market may be consolidating or entering a smoother trend.
Quality: Measures the strength of the last signal based on the magnitude of the DEVMA difference. An ELITE or STRONG signal indicates a high-conviction setup where the crossover had significant force.
PERFORMANCE
Win Rate & Trades: Displays the historical win rate of the strategy from the backtest, along with the total number of closed trades. This provides immediate feedback on the strategy's historical effectiveness on the current chart.
EXECUTION
Trade Qty: Shows your configured position size per trade.
Session: Indicates whether trading is currently OPEN (allowed) or CLOSED based on your session management settings.
POSITION
Position & PnL: Displays your current position (LONG, SHORT, or FLAT) and the real-time Profit or Loss of the open trade.
🧠 ADAPTIVE STATUS
Stop/Profit Mult: In this simplified version, these are placeholders. The primary adaptive feature currently modifies the time-based exit, which is reflected in how long trades are held on the chart.
🎨 THE VISUAL UNIVERSE: DECIPHERING MARKET GEOMETRY
The visuals are not mere decorations; they are geometric representations of the underlying mathematical concepts, designed to give you an intuitive feel for the market's state.
The Core Lines:
FastDEVMA (Green/Maroon Line): The primary signal line. Green when rising, indicating an increase in short-term volatility chaos. Maroon when falling.
SlowDEVMA (Aqua/Orange Line): The baseline. Aqua when rising, indicating a long-term increase in volatility chaos. Orange when falling.
🌊 Morphism Flow (Flowing Lines with Circles):
What it represents: This visualizes the momentum and strength of the fastDEVMA. The width and intensity of the "beam" are proportional to the signal strength.
Interpretation: A thick, steep, and vibrant flow indicates powerful, committed momentum in the current volatility regime. The floating '●' particles represent kinetic energy; more particles suggest stronger underlying force.
📐 Homotopy Paths (Layered Transparent Boxes):
What it represents: These layered boxes are centered between the two DEVMA lines. Their height is determined by the DEV value.
Interpretation: This visualizes the overall "volatility of volatility." Wider boxes indicate a chaotic, unpredictable market. Narrower boxes suggest a more stable, predictable environment.
🧠 Consciousness Field (The Grid):
What it represents: This grid provides a historical lookback at the DEV range.
Interpretation: It maps the recent "consciousness" or character of the market's volatility. A consistently wide grid suggests a prolonged period of chaos, while a narrowing grid can signal a transition to a more stable state.
📏 Functorial Levels (Projected Horizontal Lines):
What it represents: These lines extend from the current fastDEVMA and slowDEVMA values into the future.
Interpretation: Think of these as dynamic support and resistance levels for the volatility structure itself. A crossover becomes more significant if it breaks cleanly through a prior established level.
🌊 Flow Boxes (Spaced Out Boxes):
What it represents: These are compact visual footprints of the current regime, colored green for Expansion and red for Contraction.
Interpretation: They provide a quick, at-a-glance confirmation of the dominant volatility flow, reinforcing the background color.
Background Color:
This provides an immediate, unmistakable indication of the current volatility regime. Light Green for Expansion and Light Aqua/Blue for Contraction, allowing you to assess the market environment in a split second.
📊 BACKTESTING PERFORMANCE REVIEW & ANALYSIS
The following is a factual, transparent review of a backtest conducted using the strategy's default settings on a specific instrument and timeframe. This information is presented for educational purposes to demonstrate how the strategy's mechanics performed over a historical period. It is crucial to understand that these results are historical, apply only to the specific conditions of this test, and are not a guarantee or promise of future performance. Market conditions are dynamic and constantly change.
Test Parameters & Conditions
To ensure the backtest reflects a degree of real-world conditions, the following parameters were used. The goal is to provide a transparent baseline, not an over-optimized or unrealistic scenario.
Instrument: CME E-mini Nasdaq 100 Futures (NQ1!)
Timeframe: 5-Minute Chart
Backtesting Range: March 24, 2024, to July 09, 2024
Initial Capital: $100,000
Commission: $0.62 per contract (A realistic cost for futures trading).
Slippage: 3 ticks per trade (A conservative setting to account for potential price discrepancies between order placement and execution).
Trade Size: 1 contract per trade.
Performance Overview (Historical Data)
The test period generated 465 total trades , providing a statistically significant sample size for analysis, which is well above the recommended minimum of 100 trades for a strategy evaluation.
Profit Factor: The historical Profit Factor was 2.663 . This metric represents the gross profit divided by the gross loss. In this test, it indicates that for every dollar lost, $2.663 was gained.
Percent Profitable: Across all 465 trades, the strategy had a historical win rate of 84.09% . While a high figure, this is a historical artifact of this specific data set and settings, and should not be the sole basis for future expectations.
Risk & Trade Characteristics
Beyond the headline numbers, the following metrics provide deeper insight into the strategy's historical behavior.
Sortino Ratio (Downside Risk): The Sortino Ratio was 6.828 . Unlike the Sharpe Ratio, this metric only measures the volatility of negative returns. A higher value, such as this one, suggests that during this test period, the strategy was highly efficient at managing downside volatility and large losing trades relative to the profits it generated.
Average Trade Duration: A critical characteristic to understand is the strategy's holding period. With an average of only 2 bars per trade , this configuration operates as a very short-term, or scalping-style, system. Winning trades averaged 2 bars, while losing trades averaged 4 bars. This indicates the strategy's logic is designed to capture quick, high-probability moves and exit rapidly, either at a profit target or a stop loss.
Conclusion and Final Disclaimer
This backtest demonstrates one specific application of the VoVix+ framework. It highlights the strategy's behavior as a short-term system that, in this historical test on NQ1!, exhibited a high win rate and effective management of downside risk. Users are strongly encouraged to conduct their own backtests on different instruments, timeframes, and date ranges to understand how the strategy adapts to varying market structures. Past performance is not indicative of future results, and all trading involves significant risk.
🔧 THE DEVELOPMENT PHILOSOPHY: FROM VOLATILITY TO CLARITY
The journey to create VoVix+ began with a simple question: "What drives major market moves?" The answer is often not a change in price direction, but a fundamental shift in market volatility. Standard indicators are reactive to price. We wanted to create a system that was predictive of market state. VoVix+ was designed to go one level deeper—to analyze the behavior, character, and momentum of volatility itself.
The challenge was twofold. First, to create a robust mathematical model to quantify these abstract concepts. This led to the multi-layered analysis of ATR differentials and standard deviations. Second, to make this complex data intuitive and actionable. This drove the creation of the "Visual Universe," where abstract mathematical values are translated into geometric shapes, flows, and fields. The adaptive system was intentionally kept simple and transparent, focusing on a single, impactful parameter (time-based exits) to provide performance feedback without becoming an inscrutable "black box." The result is a tool that is both profoundly deep in its analysis and remarkably clear in its presentation.
⚠️ RISK DISCLAIMER AND BEST PRACTICES
VoVix+ is an advanced analytical tool, not a guarantee of future profits. All financial markets carry inherent risk. The backtesting results shown by the strategy are historical and do not guarantee future performance. This strategy incorporates realistic commission and slippage settings by default, but market conditions can vary. Always practice sound risk management, use position sizes appropriate for your account equity, and never risk more than you can afford to lose. It is recommended to use this strategy as part of a comprehensive trading plan. This was developed specifically for Futures
"The prevailing wisdom is that markets are always right. I take the opposite view. I assume that markets are always wrong. Even if my assumption is occasionally wrong, I use it as a working hypothesis."
— George Soros
— Dskyz, Trade with insight. Trade with anticipation.
Angular Volatility📘 Angular Volatility – Technical Indicator for Trend Intensity Analysis
Angular Volatility is an advanced technical analysis tool developed specifically for cryptocurrency markets on the Binance platform. Its primary objective is to detect structural shifts in price dynamics with greater precision by analyzing the combined behavior of market volume and the angular slope of a customizable moving average.
Unlike conventional indicators that operate directly over the price chart, this script displays all of its metrics within a dedicated secondary window, allowing a cleaner and more isolated view of critical movements such as acceleration, pause, or potential reversals. In addition, it includes a robust system for volatility intensity classification, automated alerts, and a live technical info table that summarizes key real-time values.
🎯 What does Angular Volatility analyze?
Angular Volatility measures the interaction between traded volume and the angle of a moving average selected by the user from six types (SMA, EMA, WMA, HMA, ALMA, and SWMA). From these variables, the system generates:
- Angular Volatility Index: A composite value representing the product of volume and angular slope, reflecting the true strength behind a move.
- Angular Oscillator: A standalone line that displays the directional angle (in degrees) of the selected moving average, limited between ±90°.
- Volatility Intensity Levels: Automatic classification of peaks into four levels—moderate, elevated, high, and extreme—displayed with distinct colors and geometric shapes.
- Technical Data Table: A real-time panel showing both the current angle of the moving average and the current value of the Angular Volatility Index in a compact, user-friendly format.
- Custom Alerts System: Five built-in alert conditions allow users to monitor key volatility events without needing to watch the chart constantly.
⚙️ Configuration Parameters
The script includes multiple configuration sections that allow users to fine-tune both its analytical precision and visual appearance:
- High Volume Detection: Adjustable historical depth and sensitivity to identify significant volume spikes.
- Initial Moving Average Settings: Selection of MA type, length, offset, and dynamic coloring based on slope angle.
- Volatility Index Options: Fully customizable visuals, synced with the angle values set in the moving average section.
- Volatile Intensity Styling: Choose which levels to display, customize their colors and icons, and optionally color the main chart candles for quick interpretation.
- Information Table: Options to show/hide the table, adjust size and position, and customize background/text colors.
🧠 Compatibility and Technical Recommendations
This indicator was developed to operate exclusively on Binance using the following timeframes only: 1m – 5m – 15m – 30m – 1h – 4h – 1D.
This restriction is deliberate, ensuring consistency in the mathematical model used to calculate angular data. Using this script on other platforms or timeframes may result in inaccurate readings or logic errors, as asset types like stocks, forex, or indices behave differently in terms of volume structure and slope normalization.
If applied to unsupported markets or timeframes, the script will automatically display a warning message without calculating or drawing technical values.
🔬 Practical Example
The following case study—applied to the BTC chart on a 1-hour timeframe—demonstrates how volatility intensity levels behave in structured scenarios such as channel breakdowns, rebound phases, false breakouts, and high-energy consolidation zones:
🔻 Letter A: Downward breakout and full intensity sequence
- The price was moving within a fairly uniform descending channel, which ends with a false breakout to the upside—quickly invalidated as a market trap.
- The true breakout occurs to the downside through a strong red candle, categorized by the system as moderate intensity (gray).
- This candle is followed by a Doji, then a smaller red candle also marked as moderate intensity, followed by a larger red candle showing high intensity (white), and finally a stronger red candle painted yellow, indicating extreme intensity.
- This full sequence (moderate → moderate → high → extreme) marks a technical climax, after which the price begins a progressive reversal.
- Although the drop unfolds over five red candles, the subsequent recovery takes place over 18 candles, mostly green and smaller in size, forming a “V” shape: sharp decline followed by a steady upward climb.
- This entire section is enclosed within an oval labeled A, with the four intensity levels clearly reflected on both the main chart and the Angular Volatility panel.
🔼 Letter B: Ascending channel and breakout with increasing bullish pressure
- After the rebound described in section A, the price begins forming a new ascending channel, marked with the letter B. This channel starts right where the previous range ends, with a very slight upward offset—nearly indistinguishable.
- In the final stage of this channel, a green candle classified as moderate intensity (gray) attempts a breakout. It is followed by a stronger green candle, painted brown, indicating elevated intensity and confirming bullish acceleration.
- Both candles and the corresponding peak on the Angular Volatility indicator are enclosed in an oval labeled B, representing a second wave of directional energy.
⛓️ Letter C: Resistance zone and consolidation following extreme volatility
- The upward movement continues until it reaches a resistance level, where a large green candle emerges, painted yellow to denote extreme intensity.
- Unlike the previous case in section A, this movement does not trigger a sharp reversal, but rather a technical pause followed by sideways consolidation, forming a horizontal range.
- This zone is marked on the chart with an oval labeled C, representing a classic case of stopping volume and range formation.
TRIPLE Moving AveragesThis Pine Script indicator plots three customizable moving averages (MAs) along with an optional composite MA (average of all three). It provides visual cues, alerts, and trend confirmation based on MA crossovers and price positioning relative to the MAs.
🔹 Key Features
1. Multiple Moving Average Types
Supports 7 different MA types for each line:
EMA (Exponential Moving Average)
SMA (Simple Moving Average)
SMMA / RMA (Smoothed / Regular Moving Average)
WMA (Weighted Moving Average)
VWMA (Volume Weighted Moving Average)
HMA (Hull Moving Average)
2. Three Independent MAs
MA1, MA2, MA3 can each be enabled/disabled
Custom lengths (default: 12, 21, 50)
Different price sources (close, open, high, low, etc.)
3. Composite Moving Average (Optional)
Calculates (MA1 + MA2 + MA3) / 3
Acts as a consensus trend filter
4. Visual & Alert Features
✅ Color-Coded Lines (Yellow = Price Above MA, Red = Price Below MA)
✅ Thick Line Width (3) for better visibility
✅ Background Highlights for crossovers/crossunders
✅ Alerts for All Crossover Combinations
🔹 How It Works
📈 MA Crossovers & Trend Signals
Bullish Signal: When a faster MA crosses above a slower MA
Bearish Signal: When a faster MA crosses below a slower MA
Trend Confirmation: All MAs aligned in the same direction (e.g., MA1 > MA2 > MA3 = Strong Uptrend)
🎨 Visual Indicators
Green Background → Bullish crossover detected
Red Background → Bearish crossover detected
Yellow Line → Price is above the MA (bullish)
Red Line → Price is below the MA (bearish)
🔔 Alert Conditions
Alerts are triggered for all possible MA crossover combinations, including:
MA1 crossing MA2
MA1 crossing MA3
MA2 crossing MA3
Any MA crossing the Composite MA
Fear and Greed Indicator [DunesIsland]The Fear and Greed Indicator is a TradingView indicator that measures market sentiment using five metrics. It displays:
Tiny green circles below candles when the market is in "Extreme Fear" (index ≤ 25), signalling potential buys.
Tiny red circles above candles when the market is in "Greed" (index > 75), indicating potential sells.
Purpose: Helps traders spot market extremes for contrarian trading opportunities.Components (each weighted 20%):
Market Momentum: S&P 500 (SPX) vs. its 125-day SMA, normalized over 252 days.
Stock Price Strength: Net NYSE 52-week highs (INDEX:HIGN) minus lows (INDEX:LOWN), normalized.
Put/Call Ratio: 5-day SMA of Put/Call Ratio (USI:PC).
Market Volatility: VIX (VIX), inverted and normalized.
Stochastic RSI: 14-period RSI on SPX with 3-period Stochastic SMA.
Alerts:
Buy: Index ≤ 25 ("Extreme Fear - Potential Buy").
Sell: Index > 75 ("Greed - Potential Sell").
EMA-Pack MTFEMA-Pack MTF
This TradingView Pine Script defines a custom indicator called "EMA-Pack MTF" that overlays various types of moving averages and Bollinger Bands across multiple timeframes on a chart. It begins by importing the built-in technical analysis library and defining a custom ma function that calculates several types of moving averages (SMA, EMA, TEMA, DEMA, HMA, and ALMA) based on user input. The ema function is the core logic, retrieving market data for the specified timeframe and calculating fast, mid, slow, 50, 100, and 200-period moving averages along with Bollinger Band components (basis, upper, and lower bands). The function adjusts values to the nearest valid price tick and returns them.
User input fields allow customization of timeframes, source data, moving average types, and Bollinger Band parameters. The script calls the ema function for each selected timeframe (1 minute, 5 minutes, 15 minutes, 1 hour, 4 hours, and 1 day), storing their respective computed values. It then plots the calculated moving averages and Bollinger Band basis lines on the chart, using different colors and line widths to distinguish between them. Some plots are hidden by default (display.none) to reduce chart clutter. This script is useful for multi-timeframe trend analysis using customizable moving averages and Bollinger Bands.
Super Neema!🟧 Super Neema! — Multi-Timeframe EMA-9 Overlay
🔍 What is "Neema"?
The term "Neema" has recently emerged among traders such as Jeff Holden—a top proprietary trading firm trader—whose colleagues colloquially use "Neema" as shorthand for the 9-period Exponential Moving Average (EMA). Due to its increasing popularity and reliability, the phrase caught on quickly as traders needed a quick, memorable name for such an essential tool.
📚 Why the 9-EMA?
Scalping around the 9-EMA is now one of the most widely used intraday trading techniques. Traders of various experience levels frequently rely on it because it effectively highlights short-term momentum shifts.
But there's a crucial nuance: traders across different assets or market periods don't always agree on which timeframe’s 9-EMA to follow. Depending on who's currently active in the market, the dominant "Neema" could be the 1-minute, 2-minute, 3-minute, or 5-minute 9-EMA. This variation arises naturally due to differences in trader populations, risk tolerance, style, and current market conditions.
👥 Social Convention & Normative Social Influence
Trading is fundamentally a social activity, and normative social influence plays a critical role in market behavior. Traders don’t operate in isolation; they follow patterns, respond to cues, and rely on shared conventions. The popularity of any given indicator—like the 9-EMA—is not just technical, but deeply social. Traders adapt to what's socially accepted, recognizable, and effective.
Over time, these conventions shift. What once was "the standard" timeframe can subtly evolve as dominant traders or institutions shift their preferred style or timeframe, creating "variants" of established trends. Understanding this dynamic is essential for market participants because recognizing where the majority of traders currently focus gives a critical edge.
📈 Why Does This Matter? (Market Evolution & Trader Adaptability)
Market trends aren't just technical—they're social constructs. As markets evolve, participants adapt their methods to fit new norms. Traders who recognize and adapt quickly to these evolving norms gain a decisive advantage.
By clearly visualizing multiple Neemas (9-EMAs across timeframes) simultaneously, you don't merely see EMA levels—you visually sense the current social convention of the market. This heightened awareness helps you stay adaptive and flexible, aligning your strategy dynamically with the broader community of traders.
🎨 Transparency Scheme (Visual Identification):
5-minute Neema: Most opaque, brightest line (slowest, most significant trend)
3-minute Neema: Slightly more transparent
2-minute Neema: Even more transparent
1-minute Neema: Most transparent, subtle background hint (fastest, quickest reaction)
This deliberate visual hierarchy makes it intuitive to identify immediately which timeframe is currently dominant, and therefore, which timeframe other traders are using most actively.
✅ Works on:
Any timeframe, any chart. Automatically plots the 1m–5m EMA-9 lines regardless of your current chart.
🧠 Key Insight:
Markets are driven by social trends and normative influence.
Identifying the currently dominant timeframe (the Neema most respected by traders at that moment) is a powerful, socially-informed edge.
Trader adaptability isn't just technical—it's social awareness in action.
Enjoy your trading, and welcome to Super Neema! ⚡
MA Crossover Strategy with TP/SL (5 EMA Filter)How the Strategy Works on a 5-Minute Chart:
Data Input (5-Minute Candles):
Every single data point (candle) on your chart will represent 5 minutes of price action (Open, High, Low, Close for that 5-minute period).
All calculations (MAs, EMA, signals) will be based on these 5-minute price data points.
Moving Average Calculations:
Fast MA (10-period SMA): This will be the Simple Moving Average of the closing prices of the last 10 five-minute candles. It reacts relatively quickly to recent price changes.
Slow MA (30-period SMA): This will be the Simple Moving Average of the closing prices of the last 30 five-minute candles. It represents a slightly longer-term trend compared to the Fast MA.
5 EMA (5-period EMA): This is the Exponential Moving Average of the closing prices of the last 5 five-minute candles. Being an EMA, it gives more weight to the most recent 5-minute prices, making it very responsive to immediate price action.
Signal Generation (Entry Conditions):
Long Entry Signal:
The 10-period SMA crosses above the 30-period SMA (indicating a potential bullish shift in the short-to-medium term trend).
AND the current 5-minute candle's closing price is above the 5-period EMA (confirming that the immediate price momentum is also bullish and supporting the crossover).
If both conditions are met at the close of a 5-minute candle, a "Buy" signal is generated.
Short Entry Signal:
The 10-period SMA crosses below the 30-period SMA (indicating a potential bearish shift).
AND the current 5-minute candle's closing price is below the 5-period EMA (confirming immediate bearish momentum).
If both conditions are met at the close of a 5-minute candle, a "Sell" signal is generated.
Trade Execution:
When a signal is triggered, the strategy enters a trade (long or short) at the closing price of that 5-minute candle.
Immediately upon entry, it places two contingent orders:
Take Profit (Target): Set at 2% (by default) away from your entry price. For a long trade, it's 2% above; for a short trade, 2% below.
Stop Loss: Set at 1% (by default) away from your entry price. For a long trade, it's 1% below; for a short trade, 1% above.
The trade will remain open until either the Take Profit or Stop Loss price is hit by subsequent 5-minute candles.
Implications for Trading on a 5-Minute Chart:
Increased Trade Frequency: You will likely see many more signals and trades compared to higher timeframes (like 1-hour or daily charts). This means more potential opportunities but also more transaction costs (commissions, slippage).
Sensitivity to Noise: Lower timeframes are more prone to "market noise" – small, random price fluctuations that don't indicate a true trend. While the 5 EMA filter helps, some false signals might still occur.
Faster Price Action: Price movements can be very rapid on a 5-minute chart. Your take profit or stop loss levels might be hit very quickly, sometimes within the same or next few candles.
Parameter Optimization is Crucial: The default MA lengths (10, 30) and EMA (5) might not be optimal for every asset or market condition on a 5-minute chart. You'll need to backtest extensively and potentially adjust these lengths, as well as the targetPerc and stopPerc, to find what works best for the specific instrument you're trading.
Risk Management: The fixed percentage stop loss is vital on a 5-minute chart due to its volatility. Without it, a few unfavorable moves could lead to significant losses.
WRAMA Channel (Weighted RSI ATR MA)OVERVIEW
The WRAMA Channel (Weighted RSI ATR MA) is an advanced technical analysis tool designed to react more quickly to price movements compared to indicators using conventional moving averages. It combines the Relative Strength Index (RSI), Average True Range (ATR), and a weighted moving average, resulting in the WRAMA. This indicator forms a dynamic price channel based on a weighted average that incorporates both trend strength (via RSI) and market volatility (via ATR). It helps traders identify trends, potential reversals, and breakout signals, while offering broad customization options.
Key Features
WRAMA Price Channel:
Generates a dynamic channel around the weighted moving average (WRAMA), adapting to market volatility and momentum, similar to Bollinger Bands. Users are encouraged to adjust channel width and length according to their strategy.
The upper and lower channel bands are calculated based on a percentage deviation from the baseline line.
The channel fill color changes depending on the price's position relative to the baseline (green above, red below), with an optional gradient for better visualization.
Weighted Moving Average (WRAMA):
WRAMA is a custom weighted moving average (MA1), where closing prices are weighted based on RSI and ATR, allowing it to dynamically adapt to market conditions.
Baseline: The WRAMA line calculated over a user-defined period.
WRAMA Calculation:
RSI Weight: Based on RSI value. When RSI is in extreme zones (below the lower threshold or above the upper threshold), an extreme weight is applied. Otherwise, the weight is based on the squared RSI value divided by 100, raised to a power defined by the rsi_weight_factor.
ATR Weight: Based on the ATR-to-average-ATR ratio. If ATR exceeds a threshold (atr_threshold × avg_atr), an extreme weight is applied. Otherwise, the weight is based on the squared ratio of ATR to average ATR, raised to the power of the atr_weight_factor.
Combined Weight: RSI and ATR weights are combined using a rsi_atr_balance parameter. Final weight = RSI weight × balance + ATR weight × (1 - balance).
WRAMA Calculation: The closing price is multiplied by the combined weight. The result is averaged over the ma_length period and divided by the average of the weights, forming the WRAMA line. For current WRAMA (ma_length = 1), the calculation simplifies to a single weighted price.
Additional Moving Averages:
For additional confirmations, the indicator supports up to five moving averages (MA1–MA5) with various types (SMA, EMA, WMA, HMA, ALMA) and customizable periods.
All additional MAs are calculated based on WRAMA or its baseline, ensuring consistency and enabling deeper analysis within a unified methodology. MA trend directions can be tracked in a built-in signal table.
Trading Signals:
Breakout Signals: Breakouts above/below the channel are optionally marked with triangle shapes (green for bullish, red for bearish).
MA Signals: Price position relative to MAs or their slope generates bullish/bearish signals. These are optionally visualized with default triangles (green up, red down).
A signal table in the top-right corner summarizes the status of each moving average – bullish, bearish, or neutral.
Customization Options
Channel Settings:
MA Period: Length of the WRAMA baseline (default: 100).
Channel Deviation : Percentage offset from the baseline for upper/lower bands (default: 1.5%).
RSI Settings:
RSI Period: Length of the RSI calculation (default: 14).
RSI Upper/Lower Threshold: Overbought/oversold levels (default: 70/30).
RSI Weight Factor: Influence of RSI on weighting (default: 2.0).
ATR Settings:
ATR Period: ATR calculation length (default: 14).
ATR Threshold: Volatility threshold as a multiple of average ATR (default: 1.5).
ATR Weight Factor: Influence of ATR on weighting (default: 2.0).
RSI & ATR Combined:
Extreme Weight: Weight applied in extreme RSI/ATR conditions (default: 3.0).
RSI/ATR Balance: Balance between RSI and ATR influence (default: 0.5).
Signal Settings:
Show Breakout Signals: Enable/disable breakout triangles.
Show MA Signals: Enable/disable MA-based signals.
MA Signal Source: Choose between current WRAMA or baseline.
MA Signal Analysis: Based on price position or slope.
Neutral Threshold : Minimum distance from MA for signal neutrality (default: 0.5%).
Minimum MA Slope : Minimum slope for trend direction signals (default: 0.01%).
Moving Averages (MA1–MA5):
Options to enable/disable, select type (SMA, EMA, WMA, HMA, ALMA), set period length, and choose color.
Style Settings:
Gradient Fill: Enable/disable gradient coloring within the channel.
Show Baseline: Enable/disable WRAMA baseline visibility.
Colors: Customize line, fill, and signal colors.
Use Cases
Trend Identification: The WRAMA channel highlights trend direction and potential reversal zones when price contacts the channel edges.
Breakout Signals: Channel breakouts may indicate trend shifts or momentum surges.
MA Analysis: The signal table provides a clear summary of market direction (bullish, bearish, or neutral) based on selected moving averages.
Trading Strategies: Suitable for trend-following, mean-reversion, and scalping strategies, depending on user preferences and settings.
Notes
The indicator offers a high degree of flexibility, making it adaptable to various trading styles, instruments, and timeframes.
It is recommended to adjust channel length and width to fit your trading strategy.
Backtesting settings on historical data is advised to optimize parameters for a specific strategy and market.
Multi SMA AnalyzerMulti SMA Analyzer with Custom SMA Table & Advanced Session Logic
A feature-rich SMA analysis suite for traders, offering up to 7 configurable SMAs, in-depth trend detection, real-time table, and true session-aware calculations.
Ideal for those who want to combine intraday, swing, and higher-timeframe trend analysis with maximum chart flexibility.
Key Features
📊 Multi-SMA Overlay
- 7 SMAs (default: 5, 20, 50, 100, 200, 21, 34)—individually configurable (period, source, color, line style)
- Show/hide each SMA, custom line style (solid, stepline, circles), and color logic
- Dynamic color: full opacity above SMA, reduced when below
⏰ Session-Aware SMAs
- Each SMA can be calculated using only user-defined session hours/days/timezone
- “Ignore extended hours” option for accurate intraday trend
📋 Smart Data Table
- Live SMA values, % distance from price, and directional arrows (↑/↓/→)
- Bull/Bear/Sideways trend classification
- Custom table position, size, colors, transparency
- Table can run on chart or custom (higher) timeframe for multi-TF analysis
🎯 Golden/Death Cross Detection
- Flexible crossover engine: select any two from (5, 10, 20, 50, 100, 200) for fast/slow SMA cross signals
- Plots icons (★ Golden, 💀 Death), optional crossover labels with custom size/colors
🏷️ SMA Labels
- Optional on-chart SMA period labels
- Custom placement (above/below/on line), size, color, offset
🚨 Signal & Trend Engine
- Bull/Bear/Sideways logic: price vs. multiple SMAs (not just one pair)
- Volume spike detection (2x 20-period SMA)
- Bullish engulfing candlestick detection
- All signals can use chart or custom table timeframe
🎨 Visual Customization
- Dynamic background color (Bull: green, Bear: red, Neutral: gray)
- Every visual aspect is customizable: label/table colors, transparency, size, position
🔔 Built-in Alerts
- Crossovers (SMA20/50, Golden/Death)
- Bull trend, volume spikes, engulfing pattern—all alert-ready
How It Works
- Session Filtering:
- SMAs can be set to count only bars from your chosen market session, for true intraday/trading-hour signals
Dynamic Table & Signals:
- Table and all signal logic run on your selected chart or custom timeframe
Flexible Crossover:
- Choose any pair (5, 10, 20, 50, 100, 200) for cross detection—SMA 10 is available for crossover even if not shown as an SMA line
Everything is modular:
- Toggle features, set visuals, and alerts to your workflow
🚨 How to Use Alerts
- All key signals (crossovers, trend shifts, volume spikes, engulfing patterns) are available as alert conditions.
To enable:
- Click the “Alerts” (clock) icon at the top of TradingView.
- Select your desired signal (e.g., “Golden Cross”) from the condition dropdown.
- Set your alert preferences and create the alert.
- Now, you’ll get notified automatically whenever a signal occurs!
Perfect For
- Multi-timeframe and swing traders seeking higher timeframe SMA confirmation
- Intraday traders who want to ignore pre/post-market data
- Anyone wanting a modern, powerful, fully customizable multi-SMA overlay
// P.S: Experiment with Golden Cross where Fast SMA is 5 and Slow SMA is 20.
// Set custom timeframe for 4 hr while monitoring your chart on 15 min time frame.
// Enable Background Color and Use Table Timeframe for Background.
// Uncheck Pine labels in Style tab.
Clean, open-source, and loaded with pro features—enjoy!
Like, share, and let me know if you'd like any new features added.
Relative StrengthDescription:
This indicator provides a simplified yet powerful method for measuring a stock's momentum based on its proximity to its recent high. It is a direct implementation of a trading concept discussed in a lecture from the New York Institute of Finance.
Core Concept
The underlying theory, supported by academic research, is that a stock making a new high is one of the most bullish signals possible. Such stocks have a statistical tendency to continue making new highs in the near term.
Instead of requiring complex relative strength calculations against a universe of stocks, this indicator uses a simple and elegant ratio to act as a proxy for momentum:
Indicator Value = Current Close / Highest High of Lookback Period
A value approaching 1.0 indicates the stock is strong and nearing a new high. A value at 1.0 means a new high has just been made.
How to Use This Indicator
The indicator consists of two primary components:
RS Line (Teal): The core momentum calculation (Close / High).
Signal MA (Orange): A moving average of the NHRS Line, which acts as the trigger for signals.
The signals are generated based on the crossover between these two lines:
BUY Signal: When the RS Line crosses ABOVE its moving average. This suggests that short-term momentum is accelerating and a new uptrend may be starting. The background will turn green.
SELL Signal: When the RS Line crosses BELOW its moving average. This indicates that momentum is fading and it may be prudent to exit the position to avoid a decline. The background will turn red.
Indicator Settings
You can customize the indicator to fit your trading style and the timeframe you are analyzing:
High Lookback Period: Choose the period for the "Highest High" calculation. Options range from 1 Month to 12 Months (52 weeks), allowing you to measure short-term or long-term strength.
Moving Average Length: Adjust the length of the signal line's moving average. The lecturer defaults to 26 weeks for a six-month view.
Moving Average Type: Select the type of moving average for the signal line (SMA, EMA, WMA, HMA).
Credits and Inspiration
Proper credit is essential. This script is a practical application of a concept that builds upon foundational academic work.
The core idea that a stock's proximity to its 52-week high is an investable anomaly was detailed in the 2004 Journal of Finance paper:
"The 52 Week High and Momentum Investing" by Thomas J. George and Chuan-Yang Hwang.
The lecturer's contribution, which this script implements, was to simplify this concept into an actionable trading tool by applying a moving average crossover to generate clear and objective buy and sell signals.
Disclaimer: This tool is for educational and informational purposes only. It is not financial advice. All trading involves risk, and you should always perform your own research and backtesting before making any trading decisions.
5 EMA STRATEGY by Power of Stocks(StockYogi)5 EMA STRATEGY by Power of Stocks(StockYogi)
This is a 5 EMA Breakout Strategy inspired by the trading principles taught by Shubhashi Pani, founder of the Power of Stocks (POS) community.
The strategy is designed to:
• Detect breakout setups when price breaks the high/low of a signal candle (based on EMA conditions)
• Enter trades only if the breakout occurs within the next 3 candles
• Allow multiple trades in the same direction without closing the earlier one
• Use independent stop-loss (SL) and take-profit (TP) targets for each trade based on a user-defined risk-reward ratio
• Optionally enter trades only at candle close
• Optionally avoid trades during a custom time window (e.g., 3:00 PM to 3:30 PM IST)
• Optionally close all open positions at a defined time (e.g., 3:30 PM IST)
The goal of this strategy is to provide greater flexibility and realism for intraday or short-term traders following structured breakout systems.
Disclaimer: This script is an implementation of technical ideas for educational purposes only. It is not financial advice. All trading involves risk, and past performance does not guarantee future results.
Strategy Credits:
This strategy is based on publicly known breakout rules taught by Shubhashi Pani (Power of Stocks). This is not an official POS script, and I am not affiliated with the Power of Stocks team. This implementation was developed independently to follow the logic shared for educational use.
Feel free to use, backtest, and modify according to your needs. Constructive feedback is welcome!
