ARMA(Autoregressive Moving Average) Model -DeepALGO-📊 ARMA Model Indicator
This script is a custom indicator based on the ARMA (Autoregressive Moving Average) model, one of the fundamental and widely used models in time series analysis.
While ARMA is typically employed in statistical software, this implementation makes it accessible directly on TradingView, allowing traders to visualize and apply the dynamics of ARMA in financial markets with ease.
🧩 What is the ARMA Model?
The ARMA model explains time series data by combining two components: Autoregression (AR) and Moving Average (MA).
AR (Autoregression) component
Captures the dependence of current values on past values, modeling the inherent autocorrelation of the series.
MA (Moving Average) component
Incorporates past forecast errors (residuals), smoothing out randomness and noise while improving predictive capability.
By combining these two aspects, ARMA models can capture both the underlying structure of the data and the random fluctuations, providing a more robust description of price behavior than simple averages alone.
⚙️ Design of This Script
In classical statistics, ARMA coefficients are estimated using the ACF (Autocorrelation Function) and PACF (Partial Autocorrelation Function). However, this process is often too complex for trading environments.
This script simplifies the approach:
The coefficients theta (θ) and epsilon (ε) are fixed, automatically derived from the chosen AR and MA periods.
This eliminates the need for statistical estimation, making the indicator easy to apply with simple parameter adjustments.
The goal is not academic rigor, but practical usability for traders.
🔧 Configurable Parameters
AR Period (p): Order of the autoregressive part.
MA Period (q): Order of the moving average part. Shorter periods yield faster responsiveness, while longer periods produce smoother outputs.
Offset: Shifts the line forward or backward for easier comparison.
Smoothing Period: Additional smoothing to reduce noise.
Source: Choose from Close, HL2, HLC3, High, or Low.
🎯 Advantages Compared to Traditional Moving Averages
Commonly used moving averages such as SMA (Simple Moving Average) and EMA (Exponential Moving Average) are intuitive but have limitations:
SMA applies equal weights to past data, which makes it slow to respond to new price changes.
EMA emphasizes recent data, providing faster response but often introducing more noise and reducing smoothness.
The ARMA-based approach provides two key advantages:
Balance of Responsiveness and Smoothness
AR terms capture autocorrelation while MA terms correct residuals, resulting in a smoother line that still reacts more quickly than SMA or EMA.
Flexible Adaptation
By adjusting the MA period (q), traders can fine-tune how closely the model follows price fluctuations—ranging from rapid short-term responses to stable long-term trend recognition.
📈 Practical Use Cases
The ARMA indicator can be applied in several practical ways:
Trend Direction Estimation
The slope and position of the ARMA line can provide a straightforward read of bullish or bearish market conditions.
Trend Reversal Identification
Changes in the ARMA line’s direction may signal early signs of a reversal, often with faster reaction compared to traditional moving averages.
Confirmation with Other Indicators
Combine ARMA with oscillators such as RSI or MACD to improve the reliability of signals.
Combination with Heikin-Ashi
Heikin-Ashi candles smooth out price action and highlight trend changes. When used together with ARMA, they can significantly enhance reversal detection. For example, if Heikin-Ashi indicates a potential reversal and the ARMA line simultaneously changes direction, the confluence provides a stronger and more reliable trading signal.
⚠️ Important Notes
Risk of Overfitting
Excessive optimization of AR or MA periods may lead to overfitting, where the indicator fits historical data well but fails to generalize to future market conditions. Keep parameter choices simple and consistent.
Weakness in Sideways Markets
ARMA works best in trending environments. In range-bound conditions, signals may become noisy or less reliable. Consider combining it with range-detection tools or volume analysis.
Not a Standalone System
This indicator should not be used in isolation for trading decisions. It is best employed as part of a broader analysis framework, combining multiple indicators and fundamental insights.
💡 Summary
This script brings the theoretical foundation of ARMA into a practical, chart-based tool for traders.
It is particularly valuable for those who find SMA too lagging or EMA too noisy, offering a more nuanced balance between responsiveness and smoothness.
By capturing both autocorrelation and residual structure, ARMA provides a deeper view of market dynamics.
Combined with tools such as Heikin-Ashi or oscillators, it can significantly enhance trend reversal detection and strategy reliability.
Moving Averages
Configurable 3MA with Crossover CloudThis script is a versatile and powerful enhancement of the classic triple moving average setup, designed to provide clear, at-a-glance insights into market trends and momentum shifts. It plots three moving averages on your chart and colors the area between the two shorter-term MAs, creating a visual "cloud" that instantly signals bullish or bearish sentiment.
The core of this indicator is its complete customizability, allowing you to tailor it precisely to your trading strategy and the asset you are analyzing.
Key Features:
Dynamic Crossover Cloud: The space between the first two moving averages is colored to represent momentum:
Green Cloud: Indicates a bullish crossover, where the shorter-term MA is above the medium-term MA.
Red Cloud: Indicates a bearish crossover, where the shorter-term MA is below the medium-term MA.
Complete Customization: Unlike standard MA indicators, every aspect of the three moving averages can be configured independently:
Length: Set the period for each MA.
Type: Choose between a Simple Moving Average (SMA) or an Exponential Moving Average (EMA) for each line.
Source: Base the calculation on any price source (close, open, high, low, hl2, etc.).
Individual Visibility Toggles: Clean up your chart by hiding any of the three moving averages directly from the settings panel.
How to Use:
This indicator is ideal for trend-following and crossover strategies.
Identify Momentum: Use the color of the cloud to quickly gauge short-term momentum. A green cloud suggests bullish strength, while a red cloud suggests bearish pressure.
Confirm the Trend: Use the third, long-term moving average (e.g., a 200-period MA) as a macro trend filter. For a higher probability trade, only consider long positions when the price is above the long-term MA and the cloud is green. Conversely, only consider short positions when the price is below the long-term MA and the cloud is red.
Customize for Your Style: Adjust the default settings (13 EMA, 50 SMA, 200 EMA) to fit your preferred timeframes and trading style, whether you're a scalper, day trader, or swing trader.
Moving Average Adaptive RSI [BackQuant]Moving Average Adaptive RSI
What this is
A momentum oscillator that reshapes classic RSI into a zero-centered column plot and makes it adaptive. It builds RSI from two parts:
• A sensitivity window that scans several recent bars to capture the strongest up and down impulses.
• A selectable moving average that smooths those impulses before computing RSI.
The output ranges roughly from −100 to +100 with 0 as the midline, with optional extra smoothing and built-in divergence detection.
How it works
Impulse extraction
• For each bar the script inspects the last rsi_sen bars and collects upward and downward price changes versus the current price.
• It keeps the maximum upward change and maximum downward change from that window, emphasizing true bursts over single-bar noise.
MA-based averaging
• The up and down impulse series are averaged with your chosen MA over rsi_len bars.
• Supported MA types: SMA, EMA, DEMA, WMA, HMA, SMMA (RMA), TEMA.
Zero-centered RSI transform
• RS = UpMA ÷ DownMA, then mapped to a symmetric scale: 100 − 200 ÷ (1 + RS) .
• Above 0 implies positive momentum bias. Below 0 implies negative momentum bias.
Optional extra smoothing
• A second smoothing pass can be applied to the final oscillator using smoothing_len and smooth_type . Toggle with “Use Extra Smoothing”.
Visual encoding
• The oscillator is drawn as columns around the zero line with a gradient that intensifies toward extremes.
• Static bands mark 80 to 100 and −80 to −100 for extreme conditions.
Key inputs and what they change
• Price Source : input series for momentum.
• Calculation Period (rsi_len) : primary averaging window on up and down components. Higher = smoother, slower.
• Sensitivity (rsi_sen) : how many recent bars are scanned to find max impulses. Higher = more responsive to bursts.
• Calculation Type (ma_type) : MA family that shapes the core behavior. HMA or DEMA is faster, SMA or SMMA is slower.
• Smoothing Type and Length : optional second pass to calm noise on the final output.
• UI toggles : show or hide the oscillator, candle painting, and extreme bands.
Reading the oscillator
• Midline cross up (0) : momentum bias turning positive.
• Midline cross down (0) : momentum bias turning negative.
• Positive territory :
– 0 to 40: constructive but not stretched.
– 40 to 80: strong momentum, continuation more likely.
– Above 80: extreme risk of mean reversion grows.
• Negative territory : mirror the same levels for the downside.
Divergence detection
The script plots four divergence types using pivot highs and lows on both price and the oscillator. Lookbacks are set by lbL and lbR .
• Regular bullish : price lower low, oscillator higher low. Possible downside exhaustion.
• Hidden bullish : price higher low, oscillator lower low. Bias to trend continuation up.
• Regular bearish : price higher high, oscillator lower high. Possible upside exhaustion.
• Hidden bearish : price lower high, oscillator higher high. Bias to trend continuation down.
Labels: ℝ for regular, ℍ for hidden. Green for bullish, red for bearish.
Candle coloring
• Optional bar painting: green when the oscillator is above 0, red when below 0. This is for visual scanning only.
Strengths
• Adaptive sensitivity via a rolling impulse window that responds to genuine bursts.
• Configurable MA core so you can match responsiveness to the instrument.
• Zero-centered scale for simple regime reads with 0 as a clear bias line.
• Built-in regular and hidden divergence mapping.
• Flexible across symbols and timeframes once tuned.
Limitations and cautions
• Trends can remain extended. Treat extremes as context rather than automatic reversal signals.
• Divergence quality depends on pivot lookbacks. Short lookbacks give more signals with more noise. Long lookbacks reduce noise but add lag.
• Double smoothing can delay zero-line transitions. Balance smoothness and timeliness.
Practical usage ideas
• Regime filter : only take long setups from your separate method when the oscillator is above 0, shorts when below 0.
• Pullback confirmation : in uptrends, look for dips that hold above 0 or turn up from 0 to 40. Reverse for downtrends.
• Divergence as a heads-up : wait for a zero-line cross or a price trigger before acting on divergence.
• Sensitivity tuning : start with rsi_sen 2 to 5 on faster timeframes, increase slightly on slower charts.
Alerts
• MA-A RSI Long : oscillator crosses above 0.
• MA-A RSI Short : oscillator crosses below 0.
Use these as bias or timing aids, not standalone trade commands.
Settings quick reference
• Calculation : Price Source, Calculation Type, Calculation Period, Sensitivity.
• Smoothing : Smoothing Type, Smoothing Length, Use Extra Smoothing.
• UI : Show Oscillator, Paint Candles, Show Static High and Low Levels.
• Divergences : Pivot Lookback Left and Right, Div Signal Length, Show Detected Divergences.
Final thoughts
This tool reframes RSI by extracting strong short-term impulses and averaging them with a moving-average model of your choice, then presenting a zero-centered output for clear regime reads. Pair it with your structure, risk and execution process, and tune sensitivity and smoothing to the market you trade.
EMA 1/8 Cross - Fixed Pip TP/SLEMA 1/8 Cross – Fixed Pip TP/SL
This strategy is based on the crossover between EMA 8 and EMA 14 as trading signals:
Long entry → when EMA 1 crosses above EMA 8
Short entry → when EMA 1 crosses below EMA 8
Features:
Fixed pip Take Profit (TP) and Stop Loss (SL), fully adjustable in the settings.
Customizable EMA Fast/Slow lengths for optimization.
Pip size input to match different broker definitions (e.g., XAUUSD often uses 0.10 as one pip).
Suitable for testing scalping or swing trading across multiple timeframes.
⚠️ Disclaimer:
This script is intended for backtesting and educational purposes only. Please optimize parameters and apply proper risk management before using it on live accounts.
Fear & Greed Oscillator — LEAP Puts (v6, manual DMI/ADX)Fear & Greed Oscillator — LEAP Puts (v6, manual DMI/ADX) is a Puts-focused mirror of the Calls version, built to flag top risk and momentum rollovers for timing LEAP Put entries. It outputs a smoothed composite from −100 to +100 using slower MACD, manual DMI/ADX (Wilder), RSI and Stoch RSI extremes, OBV distribution vs. accumulation, and volume spike & direction, with optional Put/Call Ratio and IV Rank inputs. All thresholds, weights, and smoothing match the Calls script for 1:1 customization, and a component table shows what’s driving the score. Reading is simple: higher values = rising top-risk (red shading above “Top-Risk”); lower values = deep dip / bounce risk (green shading). Built-in alerts cover Top-Risk, Deep Dip, and zero-line crosses for clear, actionable cues.
ICT GMMA VegasHigh-Level Summary
This indicator blends:
ICT concepts (Market Structure Shift, Break of Structure, Order Blocks, Liquidity Pools, Fair Value Gaps, Killzones, etc.).
GMMA (Guppy Multiple Moving Averages) to visualize short, medium, and long trend strength.
Vegas Tunnels (EMA channels 144/169 and 576/676, plus optional 288/388 mid-tunnels).
Vegas Touch entry module with candlestick patterns (Pin Bar 40%, Engulfing 60%).
Extra slope EMAs (EMA60 & EMA200 with color change by slope).
It not only shows the structure (OB, Liquidity, FVGs) but also plots entry arrows and alerts when Vegas Touch + GMMA align.
⚙️ Script Components
1. GMMA Visualization
Short-term EMAs (3–15, green).
Medium-term EMAs (30–60, red).
Long-term EMAs (100–250, blue).
Used to measure crowd sentiment: short EMAs = traders, long EMAs = investors.
The script counts how many EMAs the close is above/below:
If close above ≥17 → possible buy trend.
If close below ≥17 → possible sell trend.
Plots arrows for buy/sell flips.
2. Vegas Tunnels
Short-term tunnel → EMA144 & EMA169.
Long-term tunnel → EMA576 & EMA676.
Mid-tunnels → EMA288 & EMA388.
Plotted as orange/fuchsia/magenta bands.
Conditions:
Breakout checks → if close crosses above/below these EMAs compared to prior bar.
3. ICT Toolkit
Market Structure Shift (MSS) & BOS (Break of Structure): labels & dotted lines when price shifts trend.
Liquidity zones (Buy/Sell): boxes drawn around swing highs/lows with clustering.
Fair Value Gaps (FVG/IFVG): automatic box drawing, showing break status.
Order Blocks (OB): bullish/bearish blocks, breaker OB recognition.
Killzones: highlights NY open, London open/close, Asia session with background shading.
Displacement: plots arrows on large impulse candles.
NWOG/NDOG: Weekly/Monday Open Gaps.
Basically, this section gives a full ICT price action map on the chart.
4. Vegas Touch Entry Module (Pin40/Eng60 + EMA12 switch)
This is the custom entry system you added:
Logic:
If EMA12 > EMA169, use Tunnel (144/169) as reference.
If EMA12 ≤ EMA169, use Base (576/676).
Hard lock: no longs if EMA12 < EMA676; no shorts if EMA12 > EMA676.
Touch condition:
Long → price touches lower band (Tunnel/Base).
Short → price touches upper band (Tunnel/Base).
With ATR/Percent tolerance.
Trend filter:
Must also align with long-term Vegas direction (144/169 vs 576/676 cross).
Close must be on the outer side of the band.
Candlestick filter:
Pin Bar (≥40% wick) or
Engulfing (≥60% bigger body than previous).
Cooldown: avoids multiple signals in short succession.
Plots:
Green triangle below = Long entry.
Red triangle above = Short entry.
Alerts: triggers once per bar close with full message.
5. Slope EMAs (Extra)
EMA60 and EMA200 plotted as thick lines.
Color:
Green if sloping upward (current > value 2 bars ago).
Red if sloping downward.
📡 Outputs & Alerts
Arrows for GMMA trend flips.
Arrows for Vegas Touch entries.
Labels for MSS, BOS, FVGs, OBs.
Liquidity/FVG/OB boxes.
Background shading for killzones.
Alerts:
“📡 Entry Alert (Long/Short)” for GMMA.
“VT LONG/SHORT” for Vegas Touch.
📝 Key Idea
This is not just one system, but a multi-layered confluence tool:
ICT structure & liquidity context.
GMMA trend recognition.
Vegas Tunnel directional bias.
Candlestick-based confirmation (Pin/Engulf).
Alert automation for live trading.
👉 It’s essentially a trader’s dashboard: structural map + moving averages + entry signals all in one.
Sorry Cryptoface Market Cypher B//@version=5
indicator("Sorry Cryptoface Market Cypher B", shorttitle="SorryCF B", overlay=false)
// 🙏 Respect to Cryptoface
// Market Cipher is the brainchild of Cryptoface, who popularized the
// combination of WaveTrend, Money Flow, RSI, and divergence signals into a
// single package that has helped thousands of traders visualize momentum.
// This script is *not* affiliated with or endorsed by him — it’s just an
// open-source educational re-implementation inspired by his ideas.
// Whether you love him or not, Cryptoface deserves credit for taking complex
// oscillator theory and making it accessible to everyday traders.
// -----------------------------------------------------------------------------
// Sorry Cryptoface Market Cypher B
//
// ✦ What it is
// A de-cluttered, optimized rework of the popular Market Cipher B concept.
// This fork strips out repaint-prone code and redundant signals, adds
// higher-timeframe and trend filters, and introduces volatility &
// money-flow gating to cut down on the "confetti signals" problem.
//
// ✦ Key Changes vs. Original MC-B
// - Non-repainting security(): switched to request.security(..., lookahead_off)
// - Inputs updated to Pine v5 (input.int, input.float, etc.)
// - Trend filter: EMA or HTF WaveTrend required for alignment
// - Volatility filter: minimum ADX & ATR % threshold to avoid chop
// - Money Flow filter: signals require minimum |MFI| magnitude
// - WaveTrend slope check: reject flat or contra-slope crosses
// - Cooldown filter: prevents multiple signals within N bars
// - Bar close confirmation: dots/alerts only fire once a candle is closed
// - Hidden divergences + “second range” divergences disabled by default
// (to reduce noise) but can be toggled on
//
// ✦ Components
// - WaveTrend oscillator (2-line system + VWAP line)
// - Money Flow Index + RSI overlay
// - Stochastic RSI
// - Divergence detection (WT, RSI, Stoch)
// - Optional Schaff Trend Cycle
// - Optional Sommi flags/diamonds (HTF confluence markers)
//
// ✦ Benefits
// - Fewer false positives in sideways markets
// - Signals aligned with trend & volatility regimes
// - Removes repaint artifacts from higher-timeframe sources
// - Cleaner chart (reduced “dot spam”)
// - Still flexible: all original toggles/visuals retained
//
// ✦ Notes
// - This is NOT the official Market Cipher.
// - Educational / experimental use only. Do your own testing.
// - Best tested on 2H–4H timeframes; short TFs may still look choppy
//
// ✦ Credits
// Original open-source inspirations by LazyBear, RicardoSantos, LucemAnb,
// falconCoin, dynausmaux, andreholanda73, TradingView community.
// This fork modified by Lumina+Thomas (2025).
// -----------------------------------------------------------------------------
LEAP Put Edge — Top Risk Oscillator (v6, divergences + HTF)Pinpoint market tops with precision — a composite oscillator built to spot exhaustion, bearish divergences, and high-probability LEAP Put entry zones.
The LEAP Put Edge — Top Risk Oscillator is designed specifically to help identify high-probability entry points for long-dated Put options (LEAPs) by highlighting exhaustion at market tops. Unlike generic overbought/oversold tools, it combines slower MACD and DMI/ADX for trend quality, RSI and Stochastic RSI for momentum extremes, volume spike and upper-wick exhaustion signals for capitulation risk, and optional bearish divergences in RSI and MACD to confirm weakening strength. The output is a smoothed composite score scaled from -100 to +100, where higher values indicate rising top-risk and bearish edge conditions. Clear thresholds, color-coded plots, and built-in alerts make it straightforward and practical for traders seeking simple, actionable signals to time Put entries with confidence.
Canyons Trend Ride SignalTrend alignment signals using 3 EMA's. pre-code written parameters must all be met to throw a signal out. Works best with Heiken ashi candles. Works on Gold, Nas100, S&P 500 and US30
AltCoin & MemeCoin Index Correlation [Eddie_Bitcoin]🧠 Philosophy of the Strategy
The AltCoin & MemeCoin Index Correlation Strategy by Eddie_Bitcoin is a carefully engineered trend-following system built specifically for the highly volatile and sentiment-driven world of altcoins and memecoins.
This strategy recognizes that crypto markets—especially niche sectors like memecoins—are not only influenced by individual price action but also by the relative strength or weakness of their broader sector. Hence, it attempts to improve the reliability of trading signals by requiring alignment between a specific coin’s trend and its sector-wide index trend.
Rather than treating each crypto asset in isolation, this strategy dynamically incorporates real-time dominance metrics from custom indices (OTHERS.D and MEME.D) and combines them with local price action through dual exponential moving average (EMA) crossovers. Only when both the asset and its sector are moving in the same direction does it allow for trade entries—making it a confluence-based system rather than a single-signal strategy.
It supports risk-aware capital allocation, partial exits, configurable stop loss and take profit levels, and a scalable equity-compounding model.
✅ Why did I choose OTHERS.D and MEME.D as reference indices?
I selected OTHERS.D and MEME.D because they offer a sector-focused view of crypto market dynamics, especially relevant when trading altcoins and memecoins.
🔹 OTHERS.D tracks the market dominance of all cryptocurrencies outside the top 10 by market cap.
This excludes not only BTC and ETH, but also major stablecoins like USDT and USDC, making it a cleaner indicator of risk appetite across true altcoins.
🔹 This is particularly useful for detecting "Altcoin Season"—periods where capital rotates away from Bitcoin and flows into smaller-cap coins.
A rising OTHERS.D often signals the start of broader altcoin rallies.
🔹 MEME.D, on the other hand, captures the speculative behavior of memecoin segments, which are often driven by retail hype and social media activity.
It's perfect for timing momentum shifts in high-risk, high-reward tokens.
By using these indices, the strategy aligns entries with broader sector trends, filtering out noise and increasing the probability of catching true directional moves, especially in phases of capital rotation and altcoin risk-on behavior.
📐 How It Works — Core Logic and Execution Model
At its heart, this strategy employs dual EMA crossover detection—one pair for the asset being traded and one pair for the selected market index.
A trade is only executed when both EMA crossovers agree on the direction. For example:
Long Entry: Coin's fast EMA > slow EMA and Index's fast EMA > slow EMA
Short Entry: Coin's fast EMA < slow EMA and Index's fast EMA < slow EMA
You can disable the index filter and trade solely based on the asset’s trend just to make a comparison and see if improves a classic EMA crossover strategy.
Additionally, the strategy includes:
- Adaptive position sizing, based on fixed capital or current equity (compound mode)
- Take Profit and Stop Loss in percentage terms
- Smart partial exits when trend momentum fades
- Date filtering for precise backtesting over specific timeframes
- Real-time performance stats, equity tracking, and visual cues on chart
⚙️ Parameters & Customization
🔁 EMA Settings
Each EMA pair is customizable:
Coin Fast EMA: Default = 47
Coin Slow EMA: Default = 50
Index Fast EMA: Default = 47
Index Slow EMA: Default = 50
These control the sensitivity of the trend detection. A wider spread gives smoother, slower entries; a narrower spread makes it more responsive.
🧭 Index Reference
The correlation mechanism uses CryptoCap sector dominance indexes:
OTHERS.D: Dominance of all coins EXCLUDING Top 10 ones
MEME.D: Dominance of all Meme coins
These are dynamically calculated using:
OTHERS_D = OTHERS_cap / TOTAL_cap * 100
MEME_D = MEME_cap / TOTAL_cap * 100
You can select:
Reference Index: OTHERS.D or MEME.D
Or disable the index reference completely (Don't Use Index Reference)
💰 Position Sizing & Risk Management
Two capital allocation models are supported:
- Fixed % of initial capital (default)
- Compound profits, which scales positions as equity grows
Settings:
- Compound profits?: true/false
- % of equity: Between 1% and 200% (default = 10%)
This is critical for users who want to balance growth with risk.
🎯 Take Profit / Stop Loss
Customizable thresholds determine automatic exits:
- TakeProfit: Default = 99999 (disabled)
- StopLoss: Default = 5 (%)
These exits are percentage-based and operate off the entry price vs. current close.
📉 Trend Weakening Exit (Scale Out)
If the position is in profit but the trend weakens (e.g., EMA color signals trend loss), the strategy can partially close a configurable portion of the position:
- Scale Position on Weak Trend?: true/false
- Scaled Percentage: % to close (default = 65%)
This feature is useful for preserving profits without exiting completely.
📆 Date Filter
Useful for segmenting performance over specific timeframes (e.g., bull vs bear markets):
- Filter Date Range of Backtest: ON/OFF
- Start Date and End Date: Custom time range
OTHER PARAMETERS EXPLANATION (Strategy "Properties" Tab):
- Initial Capital is set to 100 USD
- Commission is set to 0.055% (The ones I have on Bybit)
- Slippage is set to 3 ticks
- Margin (short and long) are set to 0.001% to avoid "overspending" your initial capital allocation
📊 Visual Feedback and Debug Tools
📈 EMA Trend Visualization
The slow EMA line is dynamically color-coded to visually display the alignment between the asset trend and the index trend:
Lime: Coin and index both bullish
Teal: Only coin bullish
Maroon: Only index bullish
Red: Both bearish
This allows for immediate visual confirmation of current trend strength.
💬 Real-Time PnL Labels
When a trade closes, a label shows:
Previous trade return in % (first value is the effective PL)
Green background for profit, Red for losses.
📑 Summary Table Overlay
This table appears in a corner of the chart (user-defined) and shows live performance data including:
Trade direction (yellow long, purple short)
Emojis: 💚 for current profit, 😡 for current loss
Total number of trades
Win rate
Max drawdown
Duration in days
Current trade profit/loss (absolute and %)
Cumulative PnL (absolute and %)
APR (Annualized Percentage Return)
Each metric is color-coded:
Green for strong results
Yellow/orange for average
Red/maroon for poor performance
You can select where this appears:
Top Left
Top Right
Bottom Left
Bottom Right (default)
📚 Interpretation of Key Metrics
Equity Multiplier: How many times initial capital has grown (e.g., “1.75x”)
Net Profit: Total gains including open positions
Max Drawdown: Largest peak-to-valley drop in strategy equity
APR: Annualized return calculated based on equity growth and days elapsed
Win Rate: % of profitable trades
PnL %: Percentage profit on the most recent trade
🧠 Advanced Logic & Safety Features
🛑 “Don’t Re-Enter” Filter
If a trade is closed due to StopLoss without a confirmed reversal, the strategy avoids re-entering in that same direction until conditions improve. This prevents false reversals and repetitive losses in sideways markets.
🧷 Equity Protection
No new trades are initiated if equity falls below initial_capital / 30. This avoids overleveraging or continuing to trade when capital preservation is critical.
Keep in mind that past results in no way guarantee future performance.
Eddie Bitcoin
Low Volatility Breakout in Trend
█ OVERVIEW
"Low Volatility Breakout in Trend" is a technical analysis tool that identifies periods of low-volatility consolidation within an ongoing trend and signals potential breakouts aligned with the trend's direction. The indicator detects trends using a simple moving average (SMA) of price, identifies consolidation zones based on the size of candle bodies, and displays the percentage change in volume (volume delta) at the breakout moment.
█ CONCEPTS
The core idea of the indicator is to pinpoint moments where traders can join an ongoing trend by capitalizing on breakouts from consolidation zones, supported by additional information such as volume delta. It provides clear visualizations of trends, consolidation zones, and breakout signals to facilitate trading decisions.
Why Use It?
* Breakout Identification: The indicator locates low-volatility consolidation zones (measured by the size of individual candle bodies, not the price range of the consolidation) and signals breakouts, enabling traders to join the trend at key moments.
* Volume Analysis: Displays the percentage change in volume (delta) relative to its simple moving average, providing insight into market activity rather than acting as a signal filter.
* Visual Clarity: Colored trend lines, consolidation boxes (drawn only after the breakout candle closes, not on subsequent candles), and volume delta labels enable quick chart analysis.
* Flexibility: Adjustable parameters, such as the volatility window length or SMA period, allow customization for various trading strategies and markets.
How It Works
* Trend Detection: The indicator calculates a simple moving average (SMA) of price (default: based on the midpoint of high/low) and creates dynamic trend bands, offset by a percentage of the average candle height (band scaling). A price above the upper band signals an uptrend, while a price below the lower band indicates a downtrend. Trend changes occur not when the price crosses the SMA but when it crosses above the upper band or below the lower band (offset by the average candle height multiplied by the scaling factor).
* Consolidation Identification: Identifies low-volatility zones when the candle body size is smaller than the average body size over a specified period (default: 20 candles) multiplied by a volatility threshold — the maximum allowable body size as a percentage of the average body (e.g., 2 means the candle body must be less than twice the average body to be considered low-volatility).
* Breakout Signals: A breakout occurs when the candle body exceeds the volatility threshold, is larger than the maximum body in the consolidation, and aligns with the trend direction (bullish in an uptrend, bearish in a downtrend).
* Visualization: Draws a trend line with a gradient, consolidation boxes (appearing only after the breakout candle closes, marking the consolidation zone), and volume delta labels. Optionally displays breakout signal arrows.
* Signals and Alerts: The indicator generates signals for bullish and bearish breakouts, including the volume delta percentage. Alerts are an additional feature that can be enabled for notifications.
Settings and Customization
* Volatility Window: Length of the period for calculating the average candle body size (default: 20).
* Volatility Threshold: Maximum candle body size as a percentage of the average body (default: 2).
* Minimum Consolidation Bars: Number of candles required for a consolidation (default: 10).
* SMA Length for Trend: Period of the SMA for trend detection (default: 100).
* Band Scaling: Offset of trend bands as a percentage of the average candle height (default: 250%), determining the distance from the SMA.
* Visualization Options: Enable/disable consolidation boxes (Show Consolidation Boxes, drawn after the breakout candle closes), volume delta labels (Show Volume Delta Labels), and breakout signals (Show Breakout Signals, e.g., triangles).
* Colors: Customize colors for the trend line, consolidation boxes, and volume delta labels.
█ OTHER SECTIONS
Usage Examples
* Joining an Uptrend: When the price breaks out of a consolidation in an uptrend with a volume delta of +50%, open a long position; the signal is stronger if the breakout candle surpasses a local high.
* Avoiding False Breakouts: Ignore breakout signals with low volume delta (e.g., below 0%) and combine the indicator with other tools (e.g., support/resistance levels or oscillators) to confirm moves in low-activity zones.
Notes for Users
* On markets that do not provide volume data, the indicator will not display volume delta — disable volume labels and enable breakout signals (e.g., triangles) instead.
* Adjust parameters to suit the market's characteristics to minimize noise.
* Combine with other tools, such as Fibonacci levels or oscillators, for greater precision.
Vegas Touch EMA12 切換 EMA-12 Based Switching Rules (No RSI)
For Long trades:
Tunnel Mode → If EMA-12 is between EMA-144 and EMA-169 → use the Tunnel (144/169) lines as the touch reference.
Base Mode → If EMA-12 is below EMA-169 but still above EMA-676 → use the Base (576/676) lines as the touch reference.
No Long → If EMA-12 is below EMA-676, no long trade is allowed.
For Short trades (mirror logic):
Tunnel Mode → If EMA-12 is between EMA-144 and EMA-169 → use the Tunnel (144/169) lines as the touch reference.
Base Mode → If EMA-12 is above EMA-169 but still below EMA-676 → use the Base (576/676) lines as the touch reference.
No Short → If EMA-12 is above EMA-676, no short trade is allowed.
Vegas ema 過濾 Vegas Channel with EMA-Filter — Trading Rules
Components
Tunnel: EMA 144 & 169 (upper = max, lower = min).
Base: EMA 576 & 676 (upper = max, lower = min).
Fast filter: EMA12.
Touch threshold: ATR-based or % of the reference line.
Long touch = low ≤ line + thr; Short touch = high ≥ line − thr.
Trend gate
LongTrendOK: EMA144 > EMA576 and EMA169 > EMA676 and close > BaseUpper.
ShortTrendOK: EMA144 < EMA576 and EMA169 < EMA676 and close < BaseLower.
Price-action pattern (either one)
Pin40: bullish pin = close>open & lower wick ≥ 40% of range; bearish pin = close 169 → use Base.
Else → use Tunnel.
EMA12 hard locks (coarse filter)
Lock longs if EMA12 < 676 (no long signals at all).
Lock shorts if EMA12 > 676 (no short signals at all).
(Optional) Tunnel lock/unlock (fine filter)
Lock longs when EMA12 drops below TunnelLower; unlock when
A) EMA12 crosses back above 144/169/TunnelUpper, or
B) a bullish Pin/Eng appears at BaseUpper and EMA12 is back ≥ TunnelLower.
Lock shorts when EMA12 breaks above TunnelUpper; unlock when
A) EMA12 crosses back below 144/169/TunnelLower, or
B) a bearish Pin/Eng appears at BaseLower and EMA12 is ≤ TunnelUpper.
Final signal
LONG fires when: Close-bar confirmed ∧ Cooldown passed ∧ LongTrendOK ∧ ActiveBand lower touch ∧ Pin40 or Eng60 ∧ not hard-locked ∧ (not tunnel-locked if enabled).
SHORT symmetrical with upper touch.
Quality-of-life
Close-bar confirmation to avoid repaint.
Cooldown (e.g., 10 bars) to prevent signal clusters.
Alerts include a compact lock status string (LckL/LckS/HardL/HardS).
Optional “BLOCK:” labels show why a bar didn’t trigger (noTouch, EMA12<676/>676, TunnelLock, cooldown, notClose).
Suggested defaults
ATR(14), ATR multiplier 0.35 (or 0.20% if using Percent mode).
autoSwitchByEMA12_* = ON, hardLockBelow676/Above676 = ON, useTunnelLock* = OFF.
useCloseBar = ON, signalCooldown = 10.
Design intent
Tunnel (144/169) captures the working trend; Base (576/676) defines the structural bias.
EMA12 drives regime selection (Tunnel vs Base) and hard locks to keep signals sparse and aligned with momentum.
SMA200 - 400 Cross AlertYou can set the alarm by clicking the three dots on the top left of the main chart.
Alarms for Golden Cross and Dead Cross are available.
Stop ATR Indicator [AlphaGroup.Live]Tralling Stop tool! Perferct for Prop Firm Traders
The Stop ATR is a volatility-based trailing stop that adapts dynamically to market conditions.
It uses the Average True Range (ATR) to plot a continuous “stair-step” line:
• In uptrend , the stop appears below price as a green line, rising with volatility.
• In downtrend , the stop appears above price as a red line, falling with volatility.
Unlike fixed stops, the Stop ATR never moves backward . It only trails in the direction of the trend, locking in profits while leaving room for price to move.
Key features:
• ATR-based trailing stop that adapts to volatility.
• Clean “one line only” design — no overlap of signals.
• Adjustable ATR period and multiplier for flexibility.
• Color-coded visualization for quick trend recognition.
How traders use it:
• Manage trades with volatility-adjusted stop placement.
• Identify trend reversals when price closes across the stop.
• Combine with other entry signals for a complete strategy.
About us:
AlphaGroup.Live develops battle-tested trading systems and tools for real traders — indicators, bots, dashboards, and strategy manuals.
Visit alphagroup.live to get our free eBook: The Ultimate 100 Trading Strategies .
HiLo Stop Indicator [AlphaGroup.Live]Don't give your money back!
The HiLo Stop is a classic trend-following tool designed to keep trading simple and disciplined.
It plots a single continuous “stair-step” line that switches sides when the trend changes:
• In uptrend , the line appears below price as a green stop.
• In downtrend , the line appears above price as a red stop.
This indicator is commonly used as:
• A trailing stop to protect open profits.
• A trend filter to confirm buy/sell direction.
• A visual guide to avoid trading against the trend.
Key features:
• Clean “one line only” design — never plots both sides at once.
• Adjustable HiLo period for sensitivity control.
• Color-coded trend visualization for quick decision making.
How traders apply it:
• Take trades in the direction of the HiLo line.
• Place stop-loss orders at or near the line.
• Close or reverse positions when price closes across the stop.
About us:
AlphaGroup.Live develops battle-tested trading systems and tools for real traders — indicators, bots, dashboards, and strategy manuals.
Visit alphagroup.live to get our free eBook: The Ultimate 100 Trading Strategies .
Daily High/Low (15m) + EMA Pre-Market H/L + ORBStraightforward:
I built a swing-trading indicator with ChatGPT that plots 15-minute highs and lows, draws pre-market high/low lines, and adds a 15-minute opening-range breakout feature.
Technical:
Using ChatGPT, I developed a swing-trade indicator that calculates 15-minute highs/lows, overlays pre-market high and low levels, and includes a 15-minute Opening Range Breakout (ORB) module.
Promotional:
I created a ChatGPT-powered swing-trading indicator that maps 15-minute highs/lows, marks pre-market levels, and features a 15-minute Opening Range Breakout for clearer entries.
MK_OSFT-Multi-Timeframe MA Dashboard & Smart Alerts-v2📊 Multi-Timeframe MA Dashboard & Smart Alerts v2.0
Transform your trading with the ultimate moving average monitoring system that tracks up to 8 different MA configurations across multiple timeframes simultaneously.
🎯 What This Indicator Does
This advanced dashboard eliminates the need to constantly switch between timeframes by displaying all your critical moving averages on a single chart. Whether you're scalping on 5-minute charts or swing trading on daily timeframes, you'll instantly see the big picture.
⭐ Key Features
📈 Multi-Timeframe Moving Averages
Monitor up to **8 different MA configurations** simultaneously
Support for **SMA and EMA** across 6 timeframes (5m, 15m, 1h, 4h, Daily, Weekly)
Each MA fully customizable: length, color, alert settings, and visibility
Smart visual representation with labeled horizontal lines and connecting plots
🚨 Intelligent Alert System
Cross-over/Cross-under alerts for price vs MA interactions
Three alert modes : No alerts, Once only, or Once per bar close
Smart batching system prevents alert spam during volatile periods
Queue management with 3-second delays between alerts for optimal performance
Easy alert reset functionality for "once only" alerts
📊 Real-Time Information Dashboard
Live countdown timers showing time remaining until each timeframe closes
Color-coded progress bars with gradient visualization (green → yellow → orange → red)
Instant cross-over detection with up/down arrow indicators
Price vs MA relationship clearly displayed (above/below coloring)
🎨 Professional Visualization
Anti-overlap technology prevents labels from clustering
Customizable label positioning and sizing options
Drawing order control (larger timeframes first/last)
Connecting lines link current price to MA values
Status line integration for quick value reference
💡 Perfect For
Multi-timeframe traders [/b who need complete market context
Trend followers monitoring key MA levels across timeframes
Breakout traders waiting for price to cross critical moving averages
Risk managers using MAs as dynamic support/resistance levels
Anyone wanting organized, clutter-free MA monitoring
⚙️ Highly Configurable
Moving Average Settings
Individual enable/disable for each of 8 MA slots
Flexible timeframe selection : 5m, 15m, 1h, 4h, Daily, Weekly
MA type choice : SMA or EMA for each configuration
Custom lengths from 1 to any desired period
Color customization for each MA line and label
Alert Management
Per-MA alert configuration : Choose which MAs trigger alerts
Source selection : Current bar vs last confirmed bar calculations
Frequency control : Prevent over-alerting with smart queuing
Reset functionality : Easily reactivate "fired" once-only alerts
Display Options
Table positioning : Top-right, bottom-left, or bottom-right
Label styling : Size, offset, and gap control
Line customization : Width and extension options
Timezone adjustment : Align timestamps with your local time
🔧 Technical Excellence
Optimized performance with efficient array management and single-pass calculations
Real-time vs historical mode handling for accurate backtesting
Memory-efficient label and line management prevents accumulation
Robust error handling and edge case management
Clean, well-documented code following Pine Script best practices
📋 How to Use
Add to chart and configure your desired MA combinations
Set alert preferences for each MA (none/once/per bar)
Create TradingView alert using "Any alert() function calls"
Monitor the dashboard for cross-over signals and timeframe progress
Use the info table to track all MA values and alert statuses at a glance
🎓 Educational Value
This indicator serves as an excellent educational tool for understanding:
Multi-timeframe analysis principles
Moving average confluence and divergence
Alert system design and management
Professional indicator development techniques
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Transform your trading workflow with this professional-grade multi-timeframe MA monitoring system. No more chart hopping - get the complete moving average picture in one powerful dashboard!
© MK_OSF_TRADING | Pine Script v6 | Mozilla Public License 2.0
Moving Averages with ADR%/ATR/52W/Market Cap TableMoving Average
ADR
ATR
52 Week High/Low
Market Cap
EMAS + SuperTrend+ Key Levels SpacemanBTC IDWMEma 200 800 supertrend and key levels.
Thanks to spaceman for making the code available.
Infinite EMA with Alpha Control♾️ Infinite EMA with Alpha Control
What Makes This EMA "Infinite"?
Unlike traditional EMA indicators that are limited to typical periods (1-5000), this Infinite EMA breaks all boundaries. You can create EMAs with periods of 1,000, 10,000, or even 1,000,000 bars - that's why it's called "infinite"! Also Infinite EMA starts working immediately from the very first bar on your chart
Why This EMA is "Infinite":
1. Mathematically: When N → ∞, alpha → 0, meaning infinitely long "memory"
2. Practically: You can set any period - even 100,000 bars
3. Flexibility: Alpha allows precise control over the "forgetting speed"
How Does It Work?
The magic lies in the Alpha parameter. While regular EMAs use fixed formulas, this indicator gives you direct control over the EMA's "memory" through Alpha values:
• High Alpha (0.1-0.2): Fast reaction, short memory
• Medium Alpha (0.01-0.05): Balanced response
• Low Alpha (0.0001-0.001): Extremely slow reaction, very long memory
• Ultra-low Alpha (0.000001): Almost frozen in time
The Mathematical Formula:
Alpha = 2 / (Period + 1)
This means you can achieve any EMA period by adjusting Alpha, giving you infinite flexibility!
Expanded "Infinite EMA" Table:
Period EMA (N) - Alpha (Rounded) - Alpha (Exact) - Description
10 - 0.1818 - 0.181818... - Fast EMA
20 - 0.0952 - 0.095238... - Short-term
50 - 0.0392 - 0.039215... - Medium-term
100 - 0.0198 - 0.019801... - Long-term
200 - 0.0100 - 0.009950... - Standard long-term
500 - 0.0040 - 0.003996... - Very long-term
1,000 - 0.0020 - 0.001998... - Super long-term
2,000 - 0.0010 - 0.000999... - Ultra long-term
5,000 - 0.0004 - 0.000399... - Mega long-term
10,000 - 0.0002 - 0.000199... - Giga long-term
25,000 - 0.00008 - 0.000079... - Century-scale EMA
50,000 - 0.00004 - 0.000039... - Practically motionless
100,000 - 0.00002 - 0.000019... - "Glacial" EMA
500,000 - 0.000004 - 0.000003... - Geological timescale
1,000,000 - 0.000002 - 0.000001... - Approaching constant
5,000,000 - 0.0000004 - 0.0000003... - Virtually static
10,000,000 - 0.0000002 - 0.0000001... - Nearly flat line
100,000,000 - 0.00000002 - 0.00000001... - Mathematical infinity
Formula: Alpha = 2/(N+1) where N is the EMA period
Key Features:
Dual EMA System: Run fast and slow EMAs simultaneously
Crossover Signals: Automatic buy/sell signals with customizable alerts
Alpha Control: Direct mathematical control over EMA behavior
Infinite Periods: From 1 to 100,000,000+ bars
Visual Customization: Colors, fills, backgrounds, signal sizes
Instant Start: Works accurately from the very first bar
Update Intervals: Control calculation frequency for noise reduction
Why Choose Infinite EMA?
1. Unlimited Flexibility: Any period you can imagine
2. Mathematical Precision: Direct alpha control for exact behavior
3. Professional Grade: Suitable for all trading styles
4. Easy to Use: Simple settings with powerful results
5. No Warm-up Period: Accurate values from bar #1
Simple Explanation:
Think of EMA as a "memory system":
• High Alpha = Short memory (forgets quickly, reacts fast)
• Low Alpha = Long memory (remembers everything, moves slowly)
With Infinite EMA, you can set the "memory length" to anything from seconds to centuries!
⚡ Instant Start Feature - EMA from First Bar
Immediate Calculation from Bar #1
Unlike traditional EMA indicators that require a "warm-up period" of N bars before showing accurate values, Infinite EMA starts working immediately from the very first bar on your chart.
How It Works:
Traditional EMA Problem:
• Standard 200-period EMA: Needs 200+ bars to become accurate
• First 200 bars: Shows incorrect/unstable values
• Result: Large portions of historical data are unusable
Infinite EMA Solution:
Bar #1: EMA = Current Price (perfect starting point)
Bar #2: EMA = Alpha × Price + (1-Alpha) × Previous EMA
Bar #3: EMA = Alpha × Price + (1-Alpha) × Previous EMA
...and so on
Key Benefits:
No Warm-up Period: Start trading signals from day one
Full Chart Coverage: Every bar has a valid EMA value
Historical Accuracy: Backtesting works on entire dataset
New Markets: Works perfectly on newly listed assets
Short Datasets: Effective even with limited historical data
Practical Impact:
Scenario Traditional EMA Infinite EMA
New cryptocurrency Unusable for first 200 days ✅ Works from day 1
Limited data (< 200 bars) Inaccurate values ✅ Fully functional
Backtesting Must skip first 200 bars ✅ Test entire history
Real-time trading Wait for stabilization ✅ Trade immediately
Technical Implementation:
if barstate.isfirst
EMA := currentPrice // Perfect initialization
else
EMA := alpha × currentPrice + (1-alpha) × previousEMA
This smart initialization ensures mathematical accuracy from the very first calculation, eliminating the traditional EMA "ramp-up" problem.
Why This Matters:
For Backesters: Use 100% of available data
For Live Trading: Get signals immediately on any timeframe
For Researchers: Analyze complete datasets without gaps
Bottom Line: Infinite EMA is ready to work the moment you add it to your chart - no waiting, no warm-up, no exceptions!
Unlike traditional EMAs that require a "warm-up period" of 200+ bars before showing accurate values, Infinite EMA starts working immediately from bar #1.
This breakthrough eliminates the common problem where the first portion of your chart shows unreliable EMA data. Whether you're analyzing a newly listed cryptocurrency, working with limited historical data, or backtesting strategies, every single bar provides mathematically accurate EMA values.
No more waiting periods, no more unusable data sections - just instant, reliable trend analysis from the moment you apply the indicator to any chart.
🔄 Update Interval Bars Feature
The Update Interval feature allows you to control how frequently the EMA recalculates, providing flexible noise filtering without changing the core mathematics.
Set to 1 for standard behavior (updates every bar), or increase to 5-10 for smoother signals that update less frequently. Higher intervals reduce market noise and false signals but introduce slightly more lag. This is particularly useful on volatile timeframes where you want the EMA's directional bias without every minor price fluctuation affecting the calculation.
Perfect for swing traders who prefer cleaner, more stable trend lines over hyper-responsive indicators.
Conclusion
The Infinite EMA transforms the traditional EMA from a fixed-period tool into a precision instrument with unlimited flexibility. By understanding the Alpha-Period relationship, traders can create custom EMAs that perfectly match their trading style, timeframe, and market conditions.
The "infinite" nature comes from the ability to set any period imaginable - from ultra-fast 2-bar EMAs to glacially slow 10-million-bar EMAs, all controlled through a single Alpha parameter.
________________________________________
Whether you're a beginner looking for simple trend following or a professional researcher analyzing century-long patterns, Infinite EMA adapts to your needs. The power of infinite periods is now in your hands! 🚀
Go forward to the horizon. When you reach it, a new one will open up.
- J. P. Morgan
