Relative Measured Volatility (RMV)RMV • Volume-Sensitive Consolidation Indicator
A lightweight Pine Script that highlights true low-volatility, low-volume bars in a single squeeze measure.
What it does
Calculates each bar’s raw High-Low range.
Down-weights bars where volume is below its 30-day average, emphasizing genuine quiet periods.
Normalizes the result over the prior 15 bars (excluding the current bar), scaling from 0 (tightest) to 100 (most volatile).
Draws the series as a step plot, shades true “tight” bars below the user threshold, and marks sustained squeezes with a small arrow.
Key inputs
Lookback (bars): Number of bars to use for normalization (default 15).
Tight Threshold: RMV value under which a bar is considered squeezed (default 15).
Volume SMA Period: Period for the volume moving average benchmark (default 30).
How it works
Raw range: barRange = high - low
Volume ratio: volRatio = min(volume / sma(volume,30), 1)
Weighted range: vwRange = barRange * volRatio
Rolling min/max (prior 15 bars): exclude today so a new low immediately registers a 0.
Normalize: rmv = clamp(100 * (vwRange - min) / (max - min), 0, 100)
Visualization & signals
Step line for exact bar-by-bar values.
Shaded background when RMV < threshold.
Consecutive-bar filter ensures arrows only appear when tightness lasts at least two bars, cutting noise.
Why use it
Quickly spot consolidation zones that combine narrow price action with genuine dry volume—ideal for swing entries ahead of breakouts.
ความผันผวน
Candle Pattern Detector By Prashanth
Bullish Signal (🟢 below candle):
Plotted when any of the following occur:
✅ Bullish Engulfing
✅ Bullish Three-Line Strike
✅ Bottom wick ≥ % threshold (default: 80%)
Bearish Signal (🔴 above candle):
Plotted when any of the following occur:
❌ Bearish Engulfing
❌ Bearish Three-Line Strike
❌ Top wick ≥ % threshold (default: 80%)
Only one signal per candle (🟢 or 🔴)
If both bullish and bearish conditions happen on same candle → no signal
Helps simplify visual clutter while scanning for strong candle patterns
MTF Order Flow DashboardThe MTF Order Flow Dashboard is a compact, real-time table overlay that provides an at-a-glance view of market structure across three key timeframes:
✅ 1-Minute
✅ 5-Minute
✅ 1-Hour
//If extra 1 min is added to candle closure countdown wait till next tick for correction//
This tool is designed to help traders quickly assess directional bias, detect structure shifts, and stay aware of upcoming candle closes — a powerful aid for scalping, day trading, or momentum-based strategies.
Pivot-Based Market Structure Detection
Uses user-defined pivot length to determine if the market is showing a Bullish, Bearish, or Neutral structure on each timeframe.
Color-Coded Structure
Easily visualize the current trend per timeframe:
🟢 Bullish | 🔴 Bearish | ⚪ Neutral
Live Candle Countdown Timers
Displays time remaining until the next candle close for each timeframe, using timenow for near real-time updates (as fast as ticks arrive).
Compact Table Display
Non-intrusive table displayed in the top-right of your chart with clean formatting for fast decision-making.
Built-in Alerts
Optional alerts when all timeframes align bullish or bearish, giving potential trade setup signals.
Inputs:
Select timeframes for structure analysis (1m, 5m, 1h)
Adjust pivot sensitivity with the Pivot Length input
Info TablesThis indicator provides two clear tables showing key market metrics, helping you make sense of price action. Each metric is chosen to give you practical insights, and you can customize the display to fit your needs.
## Key Features and Why Metrics Matter
### Main Table Metrics
- **ML-Predicted Price**:
- **What**: A price forecast based on a machine learning model using past price, volume, and RSI data.
- **Why**: Shows where the market might head, helping you gauge if the current price is too high or low compared to the prediction. Useful for spotting potential reversals or continuations.
- **Deviation %**:
- **What**: The percentage difference between the current price and the predicted price.
- **Why**: Tells you how far the market is straying from the ML forecast. A large deviation might suggest overbought/oversold conditions or a trend shift.
- **VWAP Deviation %**:
- **What**: The percentage difference between the current price and the Volume Weighted Average Price (VWAP).
- **Why**: VWAP is a benchmark for fair price; deviation shows if the market is stretched above or below this level, aiding entries or exits.
- **FRED UNRATE % Change**:
- **What**: The percentage change in the U.S. unemployment rate from FRED data.
- **Why**: Offers macro context. Rising unemployment can signal economic weakness, impacting market sentiment, while falling rates may boost confidence.
- **Open Interest**:
- **What**: The total number of open futures contracts for MESM2.
- **Why**: High open interest indicates strong market participation, often tied to liquidity and conviction. Low levels might suggest indecision or lack of commitment.
- **COT Commercial Long/Short**:
- **What**: Commitment of Traders (COT) data showing commercial traders’ long and short positions.
- **Why**: Reveals how big players (hedgers) are positioned. More longs than shorts can hint at bullish sentiment, while more shorts suggest bearish views.
### New Metrics Table
- **QQE Bias**:
- **What**: A momentum indicator based on a smoothed RSI with trailing stops.
- **Why**: Highlights bullish (green) or bearish (red) momentum, helping you confirm short-term trade directions or avoid choppy markets (gray).
- **Volume Momentum**:
- **What**: A score (1–20) comparing current volume to past volume over a lookback period.
- **Why**: High scores indicate strong buying/selling pressure, signaling potential breakouts or reversals. Low scores suggest weak participation.
- **ATR Volatility**:
- **What**: A score (1–20) based on the Average True Range, measuring price volatility.
- **Why**: High volatility warns of larger price swings, useful for setting stop-losses or avoiding trades in choppy conditions. Low volatility may indicate consolidation.
- **ADX Trend**:
- **What**: The Average Directional Index, measuring trend strength.
- **Why**: High ADX values confirm strong trends, guiding you to trade with the trend. Low values suggest range-bound markets, better for mean-reversion strategies.
- **RSI**:
- **What**: Relative Strength Index, showing overbought (>70) or oversold (<30) conditions.
- **Why**: Helps identify potential reversal points or confirm momentum. Useful for timing entries in overextended markets.
- **Frahm Volatility**:
- **What**: A score (1–20) based on true range over a time window (e.g., 24 hours).
- **Why**: Measures short-term volatility, helping you adjust position sizes or avoid trading during erratic price moves.
- **Frahm Avg Candle (Ticks)**:
- **What**: The average candle size in ticks over the same time window.
- **Why**: Indicates typical price movement, useful for setting realistic profit targets or stop-losses based on recent market behavior.
### Additional Features
- **Plotted Predicted Price**:
- **What**: An optional line showing the ML-predicted price on the chart.
- **Why**: Lets you visually compare the predicted price to actual price action, making it easier to spot divergence or alignment.
- **Custom Gradient Colors**:
- **What**: User-defined colors for high/low values in both tables.
- **Why**: Makes it quick to see which metrics are at extremes (e.g., high deviation or strong ADX), improving decision-making under pressure.
- **Alerts**:
- **What**: Notifications for high/low Frahm volatility and bullish/bearish QQE Bias.
- **Why**: Keeps you informed of critical changes (e.g., volatility spikes or momentum shifts) without needing to watch the chart constantly.
## Customization Options
- **ML Matrix Inputs**:
- Adjust the **ML Lookback Period** (e.g., 200–300 for volatile markets, 1000 for trends) to control how much history the ML model uses.
- Set the **ML RSI Period** (e.g., 7–10 for fast markets, 20 for calm) to tweak the RSI’s sensitivity in the prediction.
- **Plot Settings**:
- Toggle the predicted price line and choose its color (default blue) for clear visibility.
- **Table Settings**:
- Position tables (top/bottom, left/center/right) and show/hide them to focus on what matters.
- **Gradient Color Settings**:
- Pick colors for high/low values in each table to match your chart or preferences.
- **Timeframe & Thresholds**:
- Set specific timeframes (e.g., 5-minute for smoother data) and thresholds (e.g., tighter deviation ranges) for each metric to suit your trading style.
## Ideal Use Case
This indicator is perfect for MESM2 traders navigating fast-moving markets. The Main Table gives you a big-picture view (predicted price, macro data, and positioning), while the New Metrics Table zooms in on momentum and volatility, ideal for scalping or trend trades. Use it to confirm entries, set stops, or avoid choppy periods.
## Why It’s Valuable
The **ML Matrix - Tables Only** puts essential data at your fingertips. Each metric is selected to answer a specific question—Is the price overextended? Is momentum building? Are big players bullish? Are conditions too volatile?—helping you trade with clarity and confidence, whether you’re catching quick moves or riding longer trends.
Supertrend + QQE Signal on Flip OnlySupertrend + QQE Signal on Flip Only is a high-precision trend analysis tool that generates Buy and Sell signals only at key market reversals, not during noise, retracements, or mid-trend moves. It uses a volatility-based trend engine combined with a momentum confirmation filter based on the QQE (Quantitative Qualitative Estimation) framework.
Key Features:
Signals trigger only on confirmed trend shifts, minimizing false entries.
Built-in QQE filter confirms that the shift is supported by real momentum.
Visually clean directional lines and trend-based background fills for clarity.
Developed to avoid overlapping visuals and keep the chart readable at all scales.
Alerts included for automation and webhook integration.
Signal Logic:
Buy: When a new upward trend is confirmed and QQE momentum supports the move.
Sell: When a new downward trend is confirmed and QQE momentum supports the shift.
Recommended Use:
Ideal for traders who want clean directional signals without overfitting. Works well on 5–15 minute charts during active sessions (e.g., NY open), and pairs best with volume tools or key price levels for optimal trade confirmation.
Setra Alert by Sekolah Trading🔷 How It Works
Dynamic Pair & Timeframe Detection
Auto-detects current symbol and timeframe
Applies correct pip threshold for each pair:
XAUUSD, USDJPY, GBPUSD, AUDUSD, EURUSD, BTCUSD, etc.
Timeframes: 5m, 15m, 1h
Candle Structure Filtering
Body = abs(close - open)
Wick = upper + lower shadow
Must pass wick ratio condition (≤ 30%)
Signal Conditions
Body ≥ threshold
Wick ≤ 30%
Clear bullish or bearish structure
Visual Output
🔺 Blue triangle = Bullish momentum
🔻 Red triangle = Bearish momentum
🔷 Alert System Explanation
This script provides two built-in alert conditions:
✅ Momentum Bullish
Triggers when:
Large bullish body
Wick ≤ 30%
Final 20–90 seconds of candle
Confirmed real-time (no repaint)
✅ Momentum Bearish
Same conditions applied to bearish candles
🔔 How to Set Alerts
Add alert on chart
Choose condition: Momentum Bullish or Momentum Bearish
Set frequency: Once Per Bar
Customize message, e.g.:
“Bullish momentum on XAUUSD M15”
Alerts help traders prepare entries before the candle closes.
🔷 How to Use
Load the script on a 5m, 15m, or 1h chart
Adjust pip values for your pair via input menu
Watch for triangle markers near candle close
Combine with:
Trend indicators (EMA, Supertrend)
S/R levels, breakouts, or liquidity zones
Optional volume or order flow confirmation
🔷 Why This Script is Closed-Source
This version includes protected logic developed by Sekolah Trading, including:
Dynamic pip calibration
Wick/body structural filtering
Non-repainting real-time alert logic
While the code is protected to prevent misuse, all logic and intent have been clearly explained here as required by TradingView's House Rules.
🔷 Disclaimer
This tool is meant for technical analysis and educational purposes only. It is not financial advice, and no signal is guaranteed. Always use proper risk management and confirm trades independently.
TICK ±1200 Intrabar MarkerMarks +1100 and -1200 NYSE TICK readings on any chart. Useful for TICK fades without having to look at the actual USI:TICK chart.
Gabriel's Andean Oscillator📈 Gabriel's Andean Oscillator — Enhanced Trend-Momentum Hybrid
Gabriel's Andean Oscillator is a sophisticated trend-momentum indicator inspired by Alex Grover’s original Andean Oscillator concept. This enhanced version integrates multiple envelope types, smoothing options, and the ability to track volatility from both open/close and high/low dynamics—making it more responsive, adaptable, and visually intuitive.
🔍 What It Does
This oscillator measures bullish and bearish "energy" by calculating variance envelopes around price. Instead of traditional momentum formulas, it builds two exponential variance envelopes—one capturing the downside (bullish potential) and the other capturing the upside (bearish pressure). The result is a smoothed oscillator that reflects internal market tension and potential breakouts.
⚙️ Key Features
📐 Envelope Types:
Choose between:
"Regular" – Uses single EMA-based smoothing on open/close variance. Ideal for shorter timeframes.
"Double Smoothed" – Adds an extra layer of smoothing for noise reduction. Ideal for longer timeframes.
📊 Bullish & Bearish Components:
Bull = Measures potential upside using price lows (or open/close).
Bear = Measures downside pressure using highs (or open/close).
These can optionally be derived from high/low or open/close for flexible interpretation.
📏 Signal Line:
A customizable EMA of the dominant component to confirm momentum direction.
📉 Break Zone Area Plot:
An optional filled area showing when bull > bear or vice versa, useful for detecting expansion/contraction phases.
🟢 High/Low Overlay Option (Use Highs and Lows?):
Visualize secondary components derived from high/low prices to compare against the open/close dynamics and highlight volatility asymmetry.
🧠 How to Use It
Trend Confirmation:
When bull > bear and rising above signal → bullish bias.
When bear > bull and rising above signal → bearish bias.
Breakout Potential:
Watch the Break area plot (√(bull - bear)) for rapid expansion, signaling volatility bursts or directional moves.
High/Low Envelope Divergence:
Enabling the high/low comparison reveals hidden strength or weakness not visible in open/close alone.
🛠 Customizable Inputs
Envelope Type: Regular vs. Double Smoothed
EMA Envelope Lengths: For both regular and smoothed logic
Signal Length: Controls EMA smoothing for the signal
Use Highs and Lows?: Toggles second set of envelopes; the original doesn't include highs and lows.
Plot Breaks: Enables the filled “break” zone area, the squared difference between Open and Close.
🧪 Based On:
Andean Oscillator - Alpaca Markets
Licensed under CC BY-NC-SA 4.0
Developed by Gabriel, based on the work of Alex Grover
LaCrazy Smash CandleLaCrazy Smash Candle highlights powerful engulfing candles that signal potential momentum reversals or breakout continuation.
Smash Long: The candle's low touches or dips below the prior candle's low, then closes above the previous high with a strong body (minimum % of the candle range).
Smash Short: The candle's high touches or exceeds the prior high, then closes below the previous low with a strong body.
These “Smash” moves often occur at key pivot points, signaling decisive rejections or trend continuation. Customize the body strength filter to match your strategy needs.
Vela dominante con cruce de ema y zona horaria (Juan H.)Indicator Description: "Dominant Candle + EMA Cross + Time Zones"
This indicator was specifically designed for intraday trading on the EUR/USD pair, following a methodology based on price action, liquidity, and market structure.
🕒 Suggested Trading Hours (Argentina Time):
Early London Session: 3:00 AM to 6:00 AM
New York Session: 10:30 AM to 12:00 PM
📌 Trading Strategy:
Time Block: 3:00 AM – 6:00 AM:
Before entering any trade, I wait for the price to break the high or low of the Asian session, clearly marked on the chart by the lines extending from the Asia box.
If the Asian low is broken: I will only look for buy signals.
If the Asian high is broken: I will only look for sell signals.
I enter only on the first signal that appears after the break, always following the direction of the breakout.
Stop Loss Placement:
For buys: Below the last FVG (Fair Value Gap) that is located below the 11 and 21 EMAs.
For sells: Above the last FVG that is above the 11 and 21 EMAs.
Time Block: 10:30 AM – 12:00 PM:
The same logic applies, but in this case, I wait for a breakout of the London session’s high or low.
If the high or low of London has not been broken before 12:00 PM, I skip trading for that block.
🎯 Trade Management:
Minimum recommended Risk-Reward Ratio: 1:2
My personal approach: I target a 1:3 R:R, applying fractional profit-taking:
20% of the position at 1:1
40% at 1:2
40% at 1:3
I highly recommend each trader conduct their own backtesting to find the TP distribution that best suits their style.
📍 Signal Conditions:
Signals from this indicator won’t trigger under just any circumstances. They appear only when several quality filters are met:
The signal must occur outside a range-bound zone.
The signal requires a dominant (engulfing) candle that crosses the 21 EMA.
Usually, the same candle that generates the signal forms an FVG, making it easier to define a technical and logical Stop Loss level.
This approach aims to increase win probability by combining:
Price Action + Structure + Liquidity + Intraday Timing.
I hope this tool adds value to your trading!
Spartan Trading Swing High Low Mapper 1.0Spartan Trading Swing High Low Mapper 1.0
is a clean and structured framework designed to visualize swing highs and lows effectively. It assists traders in accurately identifying swing points, key Change of Character (CH) zones, and breakers. The tool also highlights "X" points and inducements within the major market structure, making it especially valuable for recognizing higher timeframe swings while analyzing lower timeframe charts.
Built for repeatability, the model enhances trader confidence by fostering familiarity rather than complexity.
This non-repainting tool is carefully engineered to mark completed market rotations, offering clarity without distortion. It provides flexibility across various assets and timeframes, allowing traders to customize their view while maintaining a consistent and reliable structure.
Swing high formation
For a swing high to form, the high of Candle 1 must break above the high of Candle 2,
and the low of Candle 2 must break below the low of Candle 3
Swing low formation
For a swing low to form, the low of Candle 1 must break below the low of Candle 2, and the high of Candle 2 must break above the high of Candle 3
Time frame alignment
This indicator will show higher time frame swing when you are in the lower time frame
for example if your are in 5min time frame it will auto plot 1h swing aswell it helps the traders when actually htf's are doing.
Monthly - daily
weekly-4h
daily -1h
4h-15m
1h-5min
15-1min
Terms and Conditions
Our charting tools are products provided for informational and educational purposes only and do not constitute financial, investment, or trading advice. Our charting tools are not designed to predict market movements or provide specific recommendations. Users should be aware that past performance is not indicative of future results and should not be relied upon for making financial decisions. By using our charting tools, the purchaser agrees that the seller and the creator are not responsible for any decisions made based on the information provided by these charting tools. The purchaser assumes full responsibility and liability for any actions taken and the consequences thereof, including any loss of money or investments that may occur as a result of using these products. Hence, by purchasing these charting tools, the customer accepts and acknowledges that the seller and the creator are not liable nor responsible for any unwanted outcome that arises from the development, the sale, or the use of these products. Finally, the purchaser indemnifies the seller from any and all liability. If the purchaser was invited through the Friends and Family Program, they acknowledge that the provided discount code only applies to the first initial purchase of the spartantradingacademy Premium Suite subscription. The purchaser is therefore responsible for cancelling – or requesting to cancel – their subscription in the event that they do not wish to continue using the product at full retail price. If the purchaser no longer wishes to use the products, they must unsubscribe from the membership service, if applicable. We hold no reimbursement, refund, or chargeback policy. Once these Terms and Conditions are accepted by the Customer, before purchase, no reimbursements, refunds or chargebacks will be provided under any circumstances.
By continuing to use these charting tools, the user acknowledges and agrees to the Terms and Conditions outlined in this legal disclaimer.
Simple Market Kill-Zones + Open (UTC)What it does
This Pine v6 indicator highlights the “kill-zones” around the big session opens—Asian (23:00–03:00 UTC), London (07:00–09:00 UTC) and New York (13:30–15:30 UTC)—by reading each bar’s actual UTC timestamp. It also draws dashed vertical lines at exactly 23:00, 07:00 and 13:30 UTC, so you never miss the liquidity ramps. Because it uses raw UTC hours/minutes, it stays accurate even when exchanges pause (e.g. Nano-BTC’s daily halt) or your chart’s display timezone changes.
Key Inputs
Show Asia/London/NY Kill Zone – toggle each shaded band on/off
Zone Colors – pick your own semi-transparent hues
Show Session-Open Lines – enable dashed verticals at the exact open times
Line Colors – customize the line opacity and style
How to use
Apply on your favorite timeframe (15 min–1 h is a sweet spot).
Toggle the zones you care about and pick readable colors.
Use the dashed lines as entry triggers or as visual bookmarks.
In your own Pine strategies, wrap order logic with the zone booleans to only trade when liquidity’s alive.
Price × Volume TableIt creates a table showing:
1- Daily Close × Daily Volume
2- Current Close × Current Volume
3- Close × Highest Volume (last 360 candles)
BERLOGA|PARTY Pump & Long DetectorThe indicator detects high pump signals and bottom long entries based on RSI, MACD, and volume. It also displays RSI, volume, MACD values, and percentage price change for the latest candle. (Индикатор определяет сигналы хай пампа и донные значения для лонга на основе RSI, MACD, объема, а также отображает показания RSI,Vol,MACD и изменение цены в % в последней свече.)
Avg daily rangeThe Average Daily Range (ADR) is a technical indicator that measures the average price movement of a financial instrument over a specific period.
Volume Change Price NATR Correlation BTC by vadimka77712Volume Change Price NATR Correlation BTC by vadimka77712
Daily/Weekly/Monthly Levels as per INDVIX By Biswaranjan_MDescription: This indicator dynamically draws Daily, Weekly, and Monthly range levels based on the INDIAVIX volatility index. It helps traders visualize potential price zones derived from market volatility and trend behavior.
Note: The indicator dynamically pulls the INDIAVIX value for the previous day and the previous day close of Index (Nifty 50/Bank Nifty/Sensex etc.), then calculates the daily/weekly/monthly ranges as per the user input and draws the levels on the chart as support and resistance.
Key Features:
1. INDIAVIX-Based Range Levels
Calculates projected range levels using the current or past INDIAVIX value, combined with the closing price of the stock or index.
2. Timeframe Flexibility
Choose to display Daily, Weekly, or Monthly levels — each derived from either:
- Today’s close and INDIAVIX, or
- Previous Week/Month close with the corresponding historical INDIAVIX value.
3. Historical Context Mode
Toggle historical mode to project how past levels would have looked using actual INDIAVIX values at the time.
Additional Tools:
* Day Open Line – Marks the opening price of the current trading day.
* Option to add 4 EMAs/SMAs – Moving average for trend following.
* VWAP – Volume-Weighted Average Price for intraday bias and mean reversion analysis.
* Open Range - This option plots the Open Range Box based on the first N minutes of the trading session (e.g., 15, 30, or 60 minutes) and automatically extends the range zone across the entire intraday session up to 3:30 PM.
It is designed for intraday traders, particularly those trading NSE stocks, F&O scripts, and index futures, but works globally on any market with regular intraday sessions.
This all-in-one tool gives you a volatility-informed structure for understanding intraday and positional market dynamics. Designed for any equity/index where INDIAVIX relevance applies.
Release Notes:
In this release, added an option to include a mid level between support and resistance levels.
This mid level option can be enabled or disables from indicators Input tab
Release Notes:
Just rounding down the IndiaVix number.
Release Notes:
Removed the Zero-Lag EMAs and added 4 Moving options to the indicator.
Release Notes:
Added ORB Range to this indicator
Release Notes:
Increased the support and resistance levels from maximum 5 to 10. No other changes to the indicator.
ADX & ATR Display (Table) - Percentage ATROverview:
The "ADX & ATR Display (Table)" is a custom Pine Script indicator designed to provide real-time insights into market trend strength and volatility directly on your chart, presented in a clean, non-intrusive table format. It combines two powerful technical analysis tools: the Average Directional Index (ADX) and the Average True Range (ATR), helping traders quickly grasp current market conditions.
Key Features:
Average Directional Index (ADX):
Purpose: ADX quantifies the strength of a trend, regardless of its direction (up or down). It helps identify if a market is trending strongly or if it's in a ranging (sideways) phase.
Calculation: It is derived from positive (+DI) and negative (-DI) directional indicators, which measure the strength of upward and downward price movements respectively. The indicator then smooths the absolute difference between +DI and -DI.
Interpretation:
ADX values below 25 generally suggest a weak or ranging market.
Values between 25 and 50 indicate the presence of a trending market.
Values above 50 signify a strong trend.
A rising ADX line indicates increasing trend strength, while a falling ADX suggests the trend is weakening.
Display: Your indicator displays the ADX value as a direct numerical score (e.g., 56.5).
Average True Range (ATR):
Purpose: ATR measures the volatility of a market, providing a clearer understanding of the typical price fluctuation over a given period.
Calculation: ATR considers the "true range," which is the largest of three measures: the current high minus the current low, the absolute value of the current high minus the previous close, or the absolute value of the current low minus the previous close. This true range is then averaged over a specified period.
Interpretation:
Higher ATR values indicate higher volatility, meaning prices are experiencing more dramatic movements.
Lower ATR values suggest lower volatility, indicating more stable price action.
Display: Your indicator uniquely displays the ATR value as a percentage (%) of the current closing price, making it easy to compare volatility across different assets or price levels (e.g., 3.97%). This normalized view is particularly useful for position sizing and risk management.
Indicator Display:
This indicator presents both the ADX and ATR values in a compact, customizable table located at the top center of your chart. This allows for a quick, at-a-glance overview of the current market's trend strength and volatility without cluttering the main price action with overlay lines or sub-panes.
Usage:
Traders can utilize this indicator to:
Identify strong trending markets (via ADX) suitable for trend-following strategies.
Recognize ranging or consolidating markets (via ADX) where breakout strategies might be more appropriate.
Gauge market volatility (via ATR) to adjust stop-loss and take-profit levels dynamically.
Compare volatility across different instruments by normalizing ATR to a percentage.
Inputs:
ADX Length: (Default: 14) Adjusts the period for the ADX calculation.
ATR Length: (Default: 14) Adjusts the period for the ATR calculation.
配對交易waynecoin製作2原始策略邏輯
只要zScore大於某個值（如2）就做空ETH做多BTC
只要zScore小於某個值（如-2）就做多ETH做空BTC
但這種方式有時訊號太多、容易假突破、勝率不穩定
優化邏輯目標
1. 降低訊號頻率，過濾掉沒意義的雜訊交易
2. 等到「明顯極端」再動手，讓每一單都更有「均值回歸」的機會
3. 進場後，避免被盤整來回洗掉，強制休息一段時間（冷卻期）再考慮下一單
1. 「極端區才做」：提高入場門檻
以前你設定zScore>2或<-2就進場，這個「門檻」容易被雜訊觸發。
優化方式：把門檻拉高（例如2.5或3），訊號只會在「非常極端」的狀態下才出現，減少亂進場。
2. 「回歸動能確認」：等它真的要回來再做
傳統做法常在zScore剛突破極端值時就馬上進場，結果價格還是繼續爆走，導致虧損。
優化方式：
先等zScore跑到極端區（>2.5或<-2.5），
等它「開始回頭」（例如：zScore從3往下跌，跌破2.5時才進場），
這樣能增加「回歸」動能，少做那種「突破後持續單邊爆走」的盤。
3. 「冷卻期」：強制休息、減少來回被巴
很多交易在平倉後，立刻又收到新訊號反向進場，容易被盤整來回磨。
優化方式：設一個「冷卻期」（例如15根K線），這段期間內不再產生新訊號，即使條件觸發也忽略，讓你有時間等下一波「真正有利的極端機會」。
主要變數說明
plotH：入場門檻（如2.5），zScore超過這個數才考慮進場。
cooldown：冷卻K線數，這段期間內無論有無訊號都不能再進新倉。
last_entry_bar：紀錄上次開倉的bar_index，用於計算冷卻期。
進場邏輯
如果zScore「向上」突破-plotH，並且目前不在冷卻期，則產生一個做多ETH/做空BTC訊號（標籤顯示）。
如果zScore「向下」突破plotH，且不在冷卻期，則產生做空ETH/做多BTC訊號。
每次有訊號進場後，都把last_entry_bar更新為當下K線的bar_index，進入冷卻期。
入場標準差原本設定2.5，但可自行設定峰值，數值設定越高，信號越少
冷卻k線數可以自己設定，當你設定的數值越高，信號越少
Look-Back Periodu也可以自己設定，數值越高回朔時間越長，信號越少
我一直在思考什麼樣的策略適合散戶交易
想了一年多只想到兩種交易
1.對沖策略只吃異常波動率
2.資金費率套利
當前先針對對沖策略來發佈
後續會繼續發表資費套利
**Original Strategy Logic**
As long as the zScore is greater than a certain value (e.g., 2), short ETH and long BTC.
As long as the zScore is less than a certain value (e.g., -2), long ETH and short BTC.
However, this approach sometimes generates too many signals, is prone to false breakouts, and has unstable win rates.
---
**Optimization Goals**
1. Reduce signal frequency and filter out meaningless/noisy trades
2. Wait for "obvious extremes" before taking action, giving each trade a better chance at mean reversion
3. After entry, avoid getting chopped in sideways markets by enforcing a cooldown period before considering the next trade
---
**1. "Only trade in extreme zones": Increase entry threshold**
Previously, you entered whenever zScore > 2 or < -2. This threshold is easily triggered by noise.
**Optimization:** Raise the threshold (e.g., to 2.5 or 3), so signals only appear in "very extreme" conditions, reducing random entries.
**2. "Confirm mean reversion momentum": Wait until it actually starts to revert**
The traditional approach often enters right when zScore first breaks the extreme value, but sometimes price keeps moving in the same direction, leading to losses.
**Optimization:**
* First, wait until zScore reaches the extreme zone (>2.5 or <-2.5),
* Then, wait for it to "start reverting" (for example, zScore falls back below 2.5 from above 3),
* Only enter then. This increases the likelihood of actual mean reversion and avoids getting caught in one-sided trends after the breakout.
**3. "Cooldown period": Force a rest and reduce getting chopped**
Many trades, after closing, immediately receive a new signal and reverse position, which often leads to losses in choppy markets.
**Optimization:** Set a "cooldown period" (e.g., 15 candles). During this time, no new signals are generated—even if conditions are met—allowing you to wait for the next "truly favorable extreme opportunity."
---
**Key Variables**
* `plotH`: Entry threshold (e.g., 2.5). Only consider entries when zScore exceeds this value.
* `cooldown`: Number of cooldown candles. No new entries can be made during this period, regardless of signals.
* `last_entry_bar`: Records the bar\_index of the last entry, used to calculate the cooldown period.
---
**Entry Logic**
* If zScore breaks upwards through -plotH and you’re not in a cooldown period, generate a long ETH/short BTC signal (show a label).
* If zScore breaks downwards through plotH and not in a cooldown period, generate a short ETH/long BTC signal.
* Every time you enter a trade, update `last_entry_bar` to the current bar\_index and enter the cooldown period.
The entry standard deviation threshold is originally set to 2.5, but you can set it to any peak value you prefer—the higher the value, the fewer the signals.
The cooldown candle count is also customizable; the higher the value, the fewer the signals.
The look-back period is adjustable as well; the higher it is, the longer the historical window considered, and the fewer the signals.
---
I’ve been thinking for over a year about what kind of strategies are suitable for retail traders.
After all this time, I’ve only come up with two types:
1. Hedge strategies that only capture abnormal volatility
2. Funding rate arbitrage
Currently, I’m publishing the hedge strategy first.
I’ll continue to share funding rate arbitrage in the future.
配對交易waynecoin製作2_回歸零即止盈進場：兩個幣價差大幅偏離平均值（超過設定標準差），認為出現「極端偏差」，所以進行配對交易
出場：只要 zScore 回到 0，即「兩幣回歸均值關係」，立刻平倉
冷卻機制：每次出場後，必須經過設定的K線數才能再次進場，有效減少過度頻繁交易
這種回歸0止盈法的優點
減少來回掃損：避免只在邊界平倉（如 zScore 回到 1），能抓到更大一段的均值回歸
簡單直觀：規則容易判斷，不需要額外判斷趨勢或震盪
適合盤整行情：這種策略在橫盤或均值回歸明顯的市場表現較好
需搭配wayncoin製作2來使用，因為腳本原因他一次只能單筆持倉，所以相比較wayncoin製作2會遺漏一些信號，但可以這版本的離場信號做為離場，在該跟k線收盤後出現離場信號在做離場
Entry: When the price spread between the two coins deviates significantly from the mean (exceeds the set standard deviation), this is considered an "extreme deviation," so a pairs trade is initiated.
Exit: As soon as the zScore returns to 0—meaning the price relationship between the two coins has reverted to the mean—the position is closed immediately.
Cooldown mechanism: After each exit, a specified number of candlesticks must pass before a new entry is allowed, effectively reducing over-trading.
Advantages of the “exit at zScore=0” method:
Reduces whipsaw losses: By avoiding exits at just the boundaries (e.g., zScore returning to 1), it can capture a larger portion of the mean reversion move.
Simple and intuitive: The rules are easy to follow, without needing to judge additional trends or market regimes.
Well-suited to ranging markets: This strategy performs better in sideways or clearly mean-reverting markets.
Note:
This method should be used together with “waynecoin version 2.” Due to script limitations, it only allows one position at a time, so compared to waynecoin version 2, some signals may be missed. However, you can use the exit signals from this version to close positions—when an exit signal appears after the close of the corresponding candlestick, close the position.
EscobarTrades:- Session Opens/Box's)Marks out session opens for you, Shows you different sessions with color boxes
RAHA - Roni's Adjusted Hybrid AverageRoni's Hybrid Moving Average Oscillator
Each value in the series is weighted inversely to its distance from the mean, meaning that outliers have less impact.
The indicator reduces distortions caused by extreme movements.
More suitable for cases such as volatile stocks.
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