Divergence Indicator with Multi-Length Pivot DetectionThis Pine Script, titled “Divergence Indicator with Multi-Length Pivot Detection”, tool that detects both regular and hidden divergences between price action and an oscillator (defaulting to close, but configurable). It features multi-length pivot logic, angle-based validation, no-cross filtering, and OB/OS region filtering, making it a robust and precise divergence engine. Below is a detailed breakdown:
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🔧 Inputs and Configuration
• osc_src: Oscillator source (e.g. close, RSI, MACD).
• show_hidden: Toggles detection of hidden divergences.
• min_*_angle settings: Control the minimum angle thresholds (in degrees) for confirming valid divergences (ensures momentum is strong enough).
• validate_no_cross: Ensures oscillator and price slopes don’t “cross” the actual values (i.e. filters out invalid or messy trends).
• oversold_level, overbought_level: Used when use_ob_os_filter is enabled to require oscillator to be in OS/OB zones for regular divergence.
• min_div_length: Minimum distance in bars between previous and current pivot points.
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🔁 Internal Engine Mechanics
1. Pivot Detection Engine (Phase 1: Historical Memory)
• For all combinations of left1 and right1 in the range :
• Records all valid pivot lows and pivot highs.
• Stores their:
• bar index
• price value
• oscillator value
This forms a “memory buffer” of past pivots that future price pivots are compared against.
2. Current Pivot Detection (Phase 2: Scanning)
• Loops through larger pivot configurations (left2 ∈ , right2 = 1) to detect new current pivots.
• For each new pivot, it compares against the historical pivots from phase 1.
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📐 Slope and Angle Calculation
For each matching pivot pair (historical vs current):
• Price and Oscillator Slopes are calculated via linear regression, producing:
• price_angle
• osc_angle
• These are converted using math.atan() and math.todegrees() to get proper angular direction and intensity of trend.
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🧠 Divergence Logic
✅ Bullish Divergence
• Regular Bullish: Price makes a lower low, oscillator makes a higher low.
• Hidden Bullish: Price makes a higher low, oscillator makes a lower low.
• Conditions:
• Must meet minimum angle thresholds.
• Optional: Must be in oversold region (osc_src < oversold_level).
• If validate_no_cross is enabled, linearly interpolated slope must not be violated.
✅ Bearish Divergence
• Regular Bearish: Price makes a higher high, oscillator makes a lower high.
• Hidden Bearish: Price makes a lower high, oscillator makes a higher high.
• Conditions mirror the bullish case (with polarity reversed).
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🖍️ Visualization
• Draws colored lines between pivots for visual clarity:
• Green: Regular Bullish
• Lime: Hidden Bullish
• Red: Regular Bearish
• Maroon: Hidden Bearish
• Uses plotshape() to mark divergence bars:
• Triangle-up for bullish
• Triangle-down for bearish
The lines and shapes help quickly identify divergence zones with strong momentum structure.
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🧪 Filtering Enhancements
• No Cross Slope Filter: Checks that oscillator and price values stay above/below their respective slope lines throughout the interval.
• OB/OS Filter: Restricts divergence signals to occur only in oversold/overbought conditions for regular divergences.
• Signal Thinning: Keeps line count to 100 using array.shift() and line.delete().
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🧬 Design Philosophy
• Built to mimic institutional-grade divergence detection, avoiding common false positives.
• Uses adaptive pivots, rigorous angle validation, and noise filtering.
Cari dalam skrip untuk "RSI MACD"
Flexi MA Heat ZonesOverview
Flexi MA Heat Zones is a powerful multi-timeframe visualization tool that helps traders easily identify trend strength, direction, and potential zones of confluence using multiple moving averages and dynamic heatmaps. The indicator plots up to three pairs of customizable moving averages, with color-coded heat zones to highlight bullish and bearish conditions at a glance.
Whether you're a trend follower, mean-reversion trader, or looking for visual confirmation zones, this indicator is designed to offer deep insights with high customizability.
⚙️ Key Features
🔄 Supports multiple MA types: Choose from EMA, SMA, WMA, VWMA to suit your strategy.
🎯 Six moving averages: Three MA pairs (MA1-MA2, MA3-MA4, MA5-MA6), each with independent lengths and colors.
🌈 Heatmap Zones: Dynamic fills between MA pairs, changing color based on bullish or bearish alignment.
👁️🗨️ Full customization: Enable/disable any MA pair and its heatmap zone from the settings.
🪞 Transparency controls: Adjust the visibility of heat zones for clarity or stylistic preference.
🎨 Color-coded for clarity: Bullish and bearish colors for each heat zone pair, fully user-configurable.
🧩 Efficient layout: Smart use of grouped inputs for easier configuration and visibility management.
📈 How to Use
Use the MA1–MA2 and MA3–MA4 zones for longer-term trend tracking and confluence analysis.
Use the faster MA5–MA6 zone for short-term micro-trend identification or scalping.
When a faster MA is above the slower one within a pair, the fill turns bullish (user-defined color).
When the faster MA is below the slower one, the fill turns bearish.
Combine with price action or other indicators for entry/exit confirmation.
🧠 Pro Tips
For trend-following strategies, consider using EMA or WMA types.
For mean-reversion or support/resistance zones, SMA and VWMA may offer better zone clarity.
Overlay with RSI, MACD, or custom entry signals for higher confidence setups.
Use different heatmap transparencies to visually separate overlapping MA zones.
BullishSpotAI Smart Signals - EnhancedBullishSpotAI Smart Signals – Invite-Only Version
This script is a multi-layered technical analysis tool designed to help traders identify potential high-probability entry and exit zones based on a combination of trend, momentum, and volatility signals.
🔹 Key Features:
EMA Cross Logic: Detects momentum shifts using fast and slow exponential moving averages.
Multi-Indicator Confirmation: Combines conditions based on RSI, MACD, and ADX to validate trend strength and reduce false signals.
Auto-Generated Trade Levels: Automatically plots estimated entry, stop loss (SL), and multiple take profit (TP) levels on the chart for visual clarity.
Adaptive Parameters: Adjusts calculation settings based on the selected timeframe to better align with different trading styles.
🔹 Compatible With:
Scalping
Day Trading
Swing Trading
🔹 Additional Functionalities:
Built-in alerts for potential long and short opportunities.
Optional visualization of extended price zones to support trade planning.
📌 This invite-only script is closed-source. While the exact logic is not publicly disclosed, the description outlines its core mechanisms and the type of analysis it performs.
⚠️ This tool is not a guarantee of future results and should be used in conjunction with sound risk management and personal judgment. It is intended to support technical decision-making, not to replace it.
S&R Zones MTF (TechnoBlooms)S&R Zones MTF – Multi-Timeframe Support & Resistance Boxes
🔍 Overview
S&R Zones MTF is a professional-grade yet beginner-friendly indicator that dynamically plots Support & Resistance zones across multiple timeframes, helping traders recognize high-probability reversal areas, entry confirmations, and price reaction points.
This tool visualizes structured zones as colored boxes, allowing both new and experienced traders to analyze multi-timeframe confluence with ease and clarity.
🧠 What Is This Indicator?
S&R Zones MTF automatically detects the most significant support and resistance levels from up to four custom timeframes, using a configurable lookback period. These zones are displayed as colored horizontal boxes directly on the chart, making it easy to:
Spot where price has historically reacted
Identify potential reversal or breakout zones
Confirm entries with institutional-style precision
🛠️ Key Features
✅ Multi-Timeframe Zone Detection (up to 4 timeframes)
📦 Auto Plotted Boxes for Support (Blue) & Resistance (Pink)
🧱 Dynamic Height based on average price range or fixed input
🏷️ Timeframe Labels to instantly identify zone origin
🎛️ Customizable inputs: Lookback length, box color, height style
🔁 Real-time updates as price structure changes
🎓 Educational & Easy to Use
Whether you’re a new trader learning about price structure, or a professional applying institutional concepts, this tool offers an educational layout to understand:
How price respects historic zones
Why multi-timeframe zones offer stronger confluence
How to use zones for entry, exit, or risk placement
📈 How to Use (Multi-Timeframe Strategy)
Select Your Timeframes – Customize up to 4 higher timeframes (e.g., 1m, 5m, 15m, 1h).
Observe Overlapping Zones – When multiple timeframes agree, those zones are more significant.
Entry Confirmation – Wait for price to reach a zone, then look for reversal patterns (engulfing candle, pin bar, etc.)
Combine with Other Tools – Use alongside indicators like RSI, MACD, or Order Blocks for added confidence.
💡 Pro Tips
Zones from higher timeframes (1H, 4H) are often more powerful and reliable.
Confluence matters: If a 15m support zone aligns with a 1H support zone — that's a high-probability reaction area.
Use break-and-retest strategies with zone rejections for sniper entries.
Enable "Auto Height" for a more adaptive, volatility-based zone display.
🌟 Summary
S&R Zones MTF blends precision, clarity, and professional analysis into a visual structure that’s easy to understand. Whether you're learning support & resistance or optimizing your MTF edge — this tool will bring clarity to your charts and confidence to your trades.
CVD Divergence + Volume HMA RSI MACD StrategyHow the script works:
The script calculates the HMA for trend direction. The HMA (shown in orange) is used as a filter: long trades are taken only if price is above the HMA, and short trades when below.
The CVD is computed by cumulatively adding volume on up bars and subtracting volume on down bars.
Pivot routines (with the input "Pivot Length") detect swing lows/highs for both price and CVD. A bullish divergence is flagged when the price makes a lower low while the CVD makes a higher low. Similarly, a bearish divergence is flagged when the price makes a higher high while the CVD makes a lower high.
Trading is triggered when the divergence condition also agrees with the HMA filter.
Feel free to further adjust the parameters or add risk‐management/exit rules as needed for your trading style.
Advanced Hurst Cycle + VTL + Turning Points| Timeframe | Cycle Base | Use Case | Notes |
| ------------ | ---------- | ------------------ | ------------------------- |
| 5-min | 16–20 bars | Intraday scalping | Tight SL, fast moves |
| 15-min / 1hr | 20–40 bars | Intraday to swing | Good for options intraday |
| Daily | 20–40 bars | Multi-day swings | Ideal for Futures/ST BTST |
| Weekly | 13–26 bars | Position/Investing | For macro turns |
Guide to Trading with JM Hurst Cycles in TradingView
1. What is JM Hurst Cycle Theory?
JM Hurst proposed that financial markets move in harmonically related cycles. These cycles can help traders
forecast turning points in markets using time-based analysis rather than just price.
Key Concepts:
- Cycle Nesting: Smaller cycles exist within larger ones.
- Harmonic Ratios: Each cycle is typically double the length of the smaller one (e.g., 20, 40, 80).
- Turning Points: When multiple cycles bottom together, strong reversals occur.
- Tools: FLD (Future Line of Demarcation), VTL (Valid Trend Lines).
2. TradingView Script Features
The provided Pine Script v5 implements:
- FLDs (shifted SMAs) for base and harmonic cycles.
- VTLs: Drawn between major pivot highs/lows to confirm trend reversals.
- Cycle Turning Points: Detected using pivot logic and cycle phase.
- Optional: Sine wave to visualize cycle rhythm.
Inputs:
- Base Cycle Length: Set the expected cycle duration (e.g., 20 bars).
- FLD/VTL/Turn toggles to customize chart view.
3. How to Trade with This Script
1. Set 'Base Cycle Length' to 20, 40, or 80 depending on your market and timeframe.
2. Watch for price crossing the FLD:
- Bullish Signal: Price crosses above FLD near cycle bottom.
- Bearish Signal: Price breaks below FLD near cycle top.
3. Use VTL for confirmation:
Guide to Trading with JM Hurst Cycles in TradingView
- Break of upward VTL from cycle lows = bearish shift.
- Break of downward VTL from cycle highs = bullish shift.
4. Use turning point markers:
- Triangle up (green): Probable cycle bottom - watch for long.
- Triangle down (red): Probable cycle top - prepare for exit or short.
Tips:
- Align multiple cycle lengths for stronger confirmation.
- Use with other technical indicators like RSI/MACD for confluence.
- Avoid trading just before major news events - cycles can distort.
4. Example Strategy
If base cycle is 20 bars:
- Wait for triangle up (cycle low) near FLD.
- Confirm price crosses above FLD.
- Ensure VTL from prior lows is intact or just broken upward.
- Enter long; set stop below recent low.
Opposite for shorts at triangle down + FLD break down + VTL break.
5. Final Notes
This script offers a time-based visual trading method inspired by JM Hurst. It's most powerful when used with
patience, confirmation, and alignment across cycles.
You can adjust cycle lengths or refine pivots based on your trading timeframe and asset class.
For best results, backtest cycle behavior on your instrument before live trading.
SuperTrend - Dynamic Lines and ChannelsSuperTrend Indicator: Comprehensive Description
Overview
The SuperTrend indicator is Pine Script V6 designed for TradingView to plot dynamic trend lines & channels across multiple timeframes (Daily, Weekly, Monthly, Quarterly, and Yearly/All-Time) to assist traders in identifying potential support, resistance, and trend continuation levels. The script calculates trendlines based on high and low prices over specified periods, projects these trendlines forward, and includes optional reflection channels and heartlines to provide additional context for price action analysis. The indicator is highly customizable, allowing users to toggle the visibility of trendlines, projections, and heartlines for each timeframe, with a focus on the DayTrade channel, which includes unique reflection channel features.
This description provides a detailed explanation of the indicator’s features, functionality, and display, with a specific focus on the DayTrade channel’s anchoring, the role of static and dynamic channels in projecting future price action, the heartline’s potential as a volume indicator, and how traders can use the indicator for line-to-line trading strategies.
Features and Functionality
1. Dynamic Trend Channels
The SuperTrend indicator calculates trend channels for five timeframes:
DayTrade Channel: Tracks daily highs and lows, updating before 12 PM each trading day.
Weekly Channel: Tracks highs and lows over a user-selected period (1, 2, or 3 weeks).
Monthly Channel: Tracks monthly highs and lows.
Quarterly Channel: Tracks highs and lows over a user-selected period (1 or 2 quarters).
Yearly/All-Time Channel: Tracks highs and lows over a user-selected period (1 to 10 years or All Time).
Each channel consists of:
Upper Trendline: Connects the high prices of the previous and current periods.
Lower Trendline: Connects the low prices of the previous and current periods.
Projections: Extends the trendlines forward based on the trend’s slope.
Heartline: A dashed line drawn at the midpoint between the upper and lower trendlines or their projections.
DayTrade Channel Anchoring
The DayTrade channel anchors its trendlines to the high and low prices of the previous and current trading days, with updates restricted to before 12 PM to capture significant price movements during the morning session, which is often more volatile due to market openings or news events. The "Show DayTrade Trend Lines" toggle enables this channel, and after 12 PM, the trendlines and projections remain static for the rest of the trading day. This static anchoring provides a consistent reference for potential support and resistance levels, allowing traders to anticipate price reactions based on historical highs and lows from the previous day and the morning session of the current day.
The static nature of the DayTrade channel after 12 PM ensures that the trendlines and projections do not shift mid-session, providing a stable framework for traders to assess whether price action respects or breaks these levels, potentially indicating trend continuation or reversal.
Static vs. Dynamic Channels
Static Channels: Once set (e.g., after 12 PM for the DayTrade channel or at the start of a new period for other timeframes), the trendlines remain fixed until the next period begins. This static behavior allows traders to use the channels as reference levels for potential price targets or reversal points, as they are based on historical price extremes.
Dynamic Projections: The projections extend the trendlines forward, providing a visual guide for potential future price action, assuming the trend’s momentum continues. When a trendline is broken (e.g., price closes above the upper projection or below the lower projection), it may suggest a breakout or reversal, prompting traders to reassess their positions.
2. Reflection Channels (DayTrade Only)
The DayTrade channel includes optional lower and upper reflection channels, which are additional trendlines positioned symmetrically around the main channel to provide extended support and resistance zones. These are controlled by the "Show Reflection Channel" dropdown.
Lower Reflection Channel:
Position: Drawn below the lower trendline at a distance equal to the range between the upper and lower trendlines.
Projection: Extends forward as a dashed line.
Heartline: A dashed line drawn at the midpoint between the lower trendline and the lower reflection trendline, controlled by the "Show Lower Reflection Heartline" toggle.
Upper Reflection Channel:
Position: Drawn above the upper trendline at the same distance as the main channel’s range.
Projection: Extends forward as a dashed line.
Heartline: A dashed line drawn at the midpoint between the upper trendline and the upper reflection trendline, controlled by the "Show Upper Reflection Heartline" toggle.
Display Control: The "Show Reflection Channel" dropdown allows users to select:
"None": No reflection channels are shown.
"Lower": Only the lower reflection channel is shown.
"Upper": Only the upper reflection channel is shown.
"Both": Both reflection channels are shown.
Purpose: Reflection channels extend the price range analysis by providing additional levels where price may react, acting as potential targets or reversal zones after breaking the main trendlines.
3. Heartlines
Each timeframe, including the DayTrade channel and its reflection channels, can display a heartline, which is a dashed line plotted at the midpoint between the upper and lower trendlines or their projections. For the DayTrade channel:
Main DayTrade Heartline: Midpoint between the upper and lower trendlines, controlled by the "Show DayTrade Heartline" toggle.
Lower Reflection Heartline: Midpoint between the lower trendline and the lower reflection trendline, controlled by the "Show Lower Reflection Heartline" toggle.
Upper Reflection Heartline: Midpoint between the upper trendline and the upper reflection trendline, controlled by the "Show Upper Reflection Heartline" toggle.
Independent Toggles: Visibility is controlled by:
"Show DayTrade Heartline": For the main DayTrade heartline.
"Show Lower Reflection Heartline": For the lower reflection heartline.
"Show Upper Reflection Heartline": For the upper reflection heartline.
Potential Volume Indicator: The heartline represents the average price level between the high and low of a period, which may correlate with areas of high trading activity or volume concentration, as these midpoints often align with price levels where buyers and sellers have historically converged. A break above or below the heartline, especially with strong momentum, may indicate a shift in market sentiment, potentially leading to accelerated price movement in the direction of the break. However, this is an observation based on the heartline’s position, not a direct measure of volume, as the script does not incorporate volume data.
4. Alerts
The script includes alert conditions for all timeframes, triggered when a candle closes fully above the upper projection or below the lower projection. For the DayTrade channel:
Upper Trend Break: Triggers when a candle closes fully above the upper projection.
Lower Trend Break: Triggers when a candle closes fully below the lower projection.
Alerts are combined across all timeframes, so a break in any timeframe triggers a general "Upper Trend Break" or "Lower Trend Break" alert with the message: "Candle closed fully above/below one or more projection lines." Alerts fire once per bar close.
5. Customization Options
The script provides extensive customization through input settings, grouped by timeframe:
DayTrade Channel:
"Show DayTrade Trend Lines": Toggle main trendlines and projections.
"Show DayTrade Heartline": Toggle main heartline.
"Show Lower Reflection Heartline": Toggle lower reflection heartline.
"Show Upper Reflection Heartline": Toggle upper reflection heartline.
"DayTrade Channel Color": Set color for trendlines.
"DayTrade Projection Channel Color": Set color for projections.
"Heartline Color": Set color for all heartlines.
"Show Reflection Channel": Dropdown to show "None," "Lower," "Upper," or "Both" reflection channels.
Other Timeframes (Weekly, Monthly, Quarterly, Yearly/All-Time):
Toggles for trendlines (e.g., "Show Weekly Trend Lines," "Show Monthly Trend Lines") and heartlines (e.g., "Show Weekly Heartline," "Show Monthly Heartline").
Period selection (e.g., "Weekly Period" for 1, 2, or 3 weeks; "Yearly Period" for 1 to 10 years or All Time).
Separate colors for trendlines (e.g., "Weekly Channel Color"), projections (e.g., "Weekly Projection Channel Color"), and heartlines (e.g., "Weekly Heartline Color").
Max Bar Difference: Limits the distance between anchor points to ensure relevance to recent price action.
Display
The indicator overlays the following elements on the chart:
Trendlines: Solid lines connecting the high and low anchor points for each timeframe, using user-specified colors (e.g., set via "DayTrade Channel Color").
Projections: Dashed lines extending from the current anchor points, indicating potential future price levels, using colors set via "DayTrade Projection Channel Color" or equivalent.
Heartlines: Dashed lines at the midpoint of each channel, using the color set via "Heartline Color" or equivalent.
Reflection Channels (DayTrade Only):
Lower reflection trendline and projection: Below the lower trendline, using the same colors as the main channel.
Upper reflection trendline and projection: Above the upper trendline, using the same colors.
Reflection heartlines: Midpoints between the main trendlines and their respective reflection trendlines, using the "Heartline Color."
Visual Clarity: Lines are only drawn if the relevant toggles (e.g., "Show DayTrade Trend Lines") are enabled and data is available. Lines are deleted when their conditions are not met to avoid clutter.
Trading Applications: Line-to-Line Trading
The SuperTrend indicator can be used to inform trading decisions by providing a framework for line-to-line trading, where traders use the trendlines, projections, and heartlines as reference points for entries, exits, and risk management. Below is a detailed explanation of how to use the DayTrade channel and its reflection channels for trading, focusing on their anchoring, static/dynamic behavior, and the heartline’s role.
1. Why DayTrade Channel Anchoring
The DayTrade channel’s anchoring to the previous day’s high/low and the current day’s high/low before 12 PM, controlled by the "Show DayTrade Trend Lines" toggle, captures significant price levels during high-volatility periods:
Previous Day High/Low: These represent key levels where price found resistance (high) or support (low) in the prior session, often acting as psychological or technical barriers in the current session.
Current Day High/Low Before 12 PM: The morning session (before 12 PM) often sees increased volatility due to market openings, news releases, or institutional activity. Anchoring to these early highs/lows ensures the channel reflects the most relevant price extremes, which are likely to influence intraday price action.
Static After 12 PM: By fixing the anchor points after 12 PM, the trendlines and projections become stable references for the afternoon session, allowing traders to anticipate price reactions at these levels without the lines shifting unexpectedly.
This anchoring makes the DayTrade channel particularly useful for intraday traders, as it provides a consistent framework based on recent price history, which can guide decisions on trend continuation or reversal.
2. Using Static Channels and Projections
The static nature of the DayTrade channel after 12 PM, enabled by "Show DayTrade Trend Lines," and the dynamic projections, set via "DayTrade Projection Channel Color," provide a structured approach to trading:
Support and Resistance:
The upper trendline and lower trendline act as dynamic support/resistance levels based on the previous and current day’s price extremes.
Traders may observe price reactions (e.g., bounces or breaks) at these levels. For example, if price approaches the lower trendline and bounces, it may indicate support, suggesting a potential long entry.
Projections as Price Targets:
The projections extend the trendlines forward, offering potential price targets if the trend continues. For instance, if price breaks above the upper trendline and continues toward the upper projection, traders might consider it a bullish continuation signal.
A candle closing fully above the upper projection or below the lower projection (triggering an alert) may indicate a breakout, prompting traders to enter in the direction of the break or reassess if the break fails.
Static Channels for Breakouts:
Because the trendlines are static after 12 PM, they serve as fixed reference points. A break above the upper trendline or its projection may suggest bullish momentum, while a break below the lower trendline or projection may indicate bearish momentum.
Traders can use these breaks to set entry points (e.g., entering a long position after a confirmed break above the upper projection) and place stop-losses below the broken level to manage risk.
3. Line-to-Line Trading Strategy
Line-to-line trading involves using the trendlines, projections, and reflection channels as sequential price targets or reversal zones:
Trading Within the Main Channel:
Long Setup: If price bounces off the lower trendline and moves toward the heartline (enabled by "Show DayTrade Heartline") or upper trendline, traders might enter a long position near the lower trendline, targeting the heartline or upper trendline for profit-taking. A stop-loss could be placed below the lower trendline to protect against a breakdown.
Short Setup: If price rejects from the upper trendline and moves toward the heartline or lower trendline, traders might enter a short position near the upper trendline, targeting the heartline or lower trendline, with a stop-loss above the upper trendline.
Trading to Reflection Channels:
If price breaks above the upper trendline and continues toward the upper reflection trendline or its projection (enabled by "Show Reflection Channel" set to "Upper" or "Both"), traders might treat this as a breakout trade, entering long with a target at the upper reflection level and a stop-loss below the upper trendline.
Similarly, a break below the lower trendline toward the lower reflection trendline or its projection (enabled by "Show Reflection Channel" set to "Lower" or "Both") could signal a short opportunity, with a target at the lower reflection level and a stop-loss above the lower trendline.
Reversal Trades:
If price reaches the upper reflection trendline and shows signs of rejection (e.g., a bearish candlestick pattern), traders might consider a short position, anticipating a move back toward the main channel’s upper trendline or heartline.
Conversely, a rejection at the lower reflection trendline could prompt a long position targeting the lower trendline or heartline.
Risk Management:
Use the heartline as a midpoint to gauge whether price is likely to continue toward the opposite trendline or reverse. For example, a failure to break above the heartline after bouncing from the lower trendline might suggest weakening bullish momentum, prompting a tighter stop-loss.
The static nature of the channels after 12 PM allows traders to set precise stop-loss and take-profit levels based on historical price levels, reducing the risk of chasing moving targets.
4. Heartline as a Volume Indicator
The heartline, controlled by toggles like "Show DayTrade Heartline," "Show Lower Reflection Heartline," and "Show Upper Reflection Heartline," may serve as an indirect proxy for areas of high trading activity:
Rationale: The heartline represents the average price between the high and low of a period, which often aligns with price levels where significant buying and selling have occurred, as these midpoints can correspond to areas of consolidation or high volume in the order book. While the script does not directly use volume data, the heartline’s position may reflect price levels where market participants have historically balanced supply and demand.
Breakout Potential: A break above or below the heartline, particularly with a strong candle (e.g., wide range or high momentum), may indicate a shift in market sentiment, potentially leading to accelerated price movement in the direction of the break. For example:
A close above the main DayTrade heartline could suggest buyers are overpowering sellers, potentially leading to a move toward the upper trendline or upper reflection channel.
A close below the heartline could indicate seller dominance, targeting the lower trendline or lower reflection channel.
Trading Application:
Traders might use heartline breaks as confirmation signals for trend continuation. For instance, after a bounce from the lower trendline, a close above the heartline could confirm bullish momentum, prompting a long entry.
The heartline can also act as a dynamic stop-loss or trailing stop level. For example, in a long trade, a trader might exit if price falls below the heartline, indicating a potential reversal.
For reflection heartlines, a break above the upper reflection heartline or below the lower reflection heartline could signal strong momentum, as these levels are further from the main channel and may require significant buying or selling pressure to breach.
5. Practical Trading Considerations
Timeframe Context: The DayTrade channel, enabled by "Show DayTrade Trend Lines," is best suited for intraday trading due to its daily anchoring and morning update behavior. Traders should consider higher timeframe channels (e.g., enabled by "Show Weekly Trend Lines" or "Show Monthly Trend Lines") for broader context, as breaks of the DayTrade channel may align with or be influenced by larger trends.
Confirmation Tools: Use additional indicators (e.g., RSI, MACD, or volume-based indicators) or candlestick patterns to confirm signals at trendlines, projections, or heartlines. The script’s alerts can help identify breakouts, but traders should verify with other technical or fundamental factors.
Risk Management: Always define risk-reward ratios before entering trades. For example, a 1:2 risk-reward ratio might involve risking a stop-loss below the lower trendline to target the heartline or upper trendline.
Market Conditions: The effectiveness of the channels and heartlines depends on market conditions (e.g., trending vs. ranging markets). In choppy markets, price may oscillate within the main channel, favoring range-bound strategies. In trending markets, breaks of projections or reflection channels may signal continuation trades.
Limitations: The indicator relies on historical price data and does not incorporate volume, news, or other external factors. Traders should use it as part of a broader strategy and avoid relying solely on its signals.
How to Use in TradingView
Add the Indicator: Copy the script into TradingView’s Pine Editor, compile it, and add it to your chart.
Configure Settings:
Enable "Show DayTrade Trend Lines" to display the main DayTrade trendlines and projections.
Use the "Show Reflection Channel" dropdown to select "Lower," "Upper," or "Both" to display reflection channels.
Toggle "Show DayTrade Heartline," "Show Lower Reflection Heartline," and "Show Upper Reflection Heartline" to control heartline visibility.
Adjust colors using "DayTrade Channel Color," "DayTrade Projection Channel Color," and "Heartline Color."
Enable other timeframes (e.g., "Show Weekly Trend Lines," "Show Monthly Trend Lines") for additional context, if desired.
Set Alerts: Configure alerts in TradingView for "Upper Trend Break" or "Lower Trend Break" to receive notifications when a candle closes fully above or below any timeframe’s projections.
Analyze the Chart:
Monitor price interactions with the trendlines, projections, and heartlines.
Look for bounces, breaks, or rejections at these levels to plan entries and exits.
Use the heartline breaks as potential confirmation of momentum shifts.
Test Strategies: Backtest line-to-line trading strategies in TradingView’s strategy tester or demo account to evaluate performance before trading with real capital.
Conclusion
The SuperTrend indicator provides a robust framework for technical analysis by plotting dynamic trend channels, projections, and heartlines across multiple timeframes, with advanced features for the DayTrade channel, including lower and upper reflection channels. The DayTrade channel’s anchoring to previous and current day highs/lows before 12 PM, enabled by "Show DayTrade Trend Lines," creates a stable reference for intraday trading, while static trendlines and dynamic projections guide traders in anticipating price movements. The heartlines, controlled by toggles like "Show DayTrade Heartline," offer potential insights into high-activity price levels, with breaks possibly indicating momentum shifts. Traders can use the indicator for line-to-line trading by targeting moves between trendlines, projections, and reflection channels, while managing risk with stop-losses and confirmations from other tools. The indicator should be used as part of a comprehensive trading plan.
[Teyo69] T1 ATR Standard Deviation Breakout Bands🧭 OVERVIEW
T1 ATR Standard Deviation Breakout Bands is a breakout tool designed to detect volatility-driven price expansion beyond statistically significant zones. It calculates real-time ATR-based standard deviation bands, dynamically tracking breakout conditions with adjustable smoothing. With flexible moving average types and the Kijun-sen as the default baseline, this indicator is built for traders who want to avoid fakeouts and only engage when volatility confirms conviction.
✨ FEATURES
Utilizes ATR standard deviation for real-time volatility band calculations
Supports multiple moving average types (EMA, SMA, WMA, etc.) including Kijun-sen by default
Adjustable ATR multiplier to fine-tune breakout sensitivity
Fully configurable length inputs and MA source types
Identifies long opportunities when price closes above the upper band
Identifies short opportunities when price closes below the lower band
Ideal for trend continuation, momentum breakouts, and volatility-based filtering
🎯 HOW TO USE
Apply the indicator on your preferred timeframe (works best on trending conditions).
Set your baseline MA to match your system (default: Kijun-sen).
Adjust the ATR period and multiplier to balance sensitivity vs. noise.
Go long when the close breaks above the upper standard deviation band.
Go short when the close breaks below the lower standard deviation band.
Use Markers signals to highlight breakout moments.
Can also be used to identify if price is ranging when it is in the gray area of the indicator
⚙️ CONFIGURATION
Length: Period for the moving average and ATR
MA Type: Choose from EMA, SMA, WMA, or Kijun-sen
ATR Multiplier: Controls how wide the breakout bands are
Source: Price type used for calculations (default: close)
⚠️ LIMITATIONS
Standard deviation assumes price is statistically normal — not always true during news spikes
Band expansion does not guarantee follow-through — use in conjunction with volume or trend filters
💡 ADVANCED TIPS
Combine with a trend filter (e.g., 200 EMA) to trade only in the direction of the dominant trend
Use wider ATR multipliers on lower timeframes to reduce noise
Pair with oscillators (e.g., RSI, MACD) for breakout + momentum confluence setups
For scalping, reduce the length but widen the multiplier slightly
📓 NOTES
The standard deviation of ATR is used to capture how volatile volatility itself is. This reveals when the market is entering statistically significant price expansion.
Why this matters: Standard deviation is a core statistical tool for understanding distribution outliers. When price exceeds the upper band, it is outside normal volatility expectations — signaling potential breakout strength.
This indicator applies breakout theory to volatility, not just price action, offering a unique edge over classic Bollinger or Keltner bands.
Price over VolumeVersion 0.1
Price over Volume Indicator
Description
The Price over Volume indicator calculates the ratio of the closing price to the trading volume (price / volume) for the current chart's symbol and displays it as a histogram in a separate pane. A horizontal zero line is included as a reference to highlight positive and negative values or periods of undefined data (e.g., zero volume). The indicator is designed to help traders analyze the relationship between price movements and trading volume.
Insights Provided
Price-Volume Dynamics: The indicator shows how price per unit of volume fluctuates, offering insights into market efficiency and liquidity. High ratios may indicate low volume relative to price, suggesting potential volatility or thin markets, while low ratios may reflect high volume supporting price stability.
Trend and Momentum Analysis: Spikes or trends in the price-to-volume ratio can signal significant market events, such as buying/selling pressure or low liquidity periods, helping traders identify potential reversals or continuations.
Zero Line Reference: The zero line helps identify periods where the ratio is undefined (e.g., zero volume) or negative (if applicable), aiding in the interpretation of market conditions.
Volume Sensitivity: By normalizing price by volume, the indicator highlights how volume influences price movements, which is useful for assessing the strength of trends or breakouts.
How to Use
Setup: Apply the indicator to any chart with price and volume data (e.g., stocks, cryptocurrencies like BINANCE:BTCUSDT). The histogram appears in a separate pane below the main chart.
Interpretation :
High Ratios: Indicate low trading volume relative to price, potentially signaling overbought conditions or low liquidity. Use with caution in thin markets.
Low Ratios: Suggest high volume supporting price levels, indicating stronger market participation or stability.
Spikes: Watch for sudden increases in the ratio, which may precede volatility or significant price moves.
Zero Line: Periods where the histogram is absent (due to zero volume) indicate no trading activity, useful for identifying illiquid periods.
Trading Applications:
Confirmation Tool: Combine with other indicators (e.g., RSI, MACD) to confirm trend strength. A rising price-to-volume ratio with a price uptrend may indicate weakening volume support, suggesting a potential reversal.
Volume Analysis: Use alongside volume-based indicators (e.g., OBV, VWAP) to assess whether price movements are backed by sufficient volume.
Scalping/Day Trading: Monitor intraday ratio changes to identify high-impact periods with low volume, which may offer short-term trading opportunities.
Customization: Adjust the histogram color or style (e.g., change to line plot) via the Pine Editor to suit your preferences. Consider adding smoothing (e.g., moving average) for cleaner signals.
Notes
Data Requirements: Ensure the chart’s symbol has valid volume data. Symbols with no volume (e.g., some forex pairs) will result in undefined (na) values.
Limitations: The indicator is sensitive to zero-volume periods, which may cause gaps in the histogram. Use on high-liquidity symbols for best results.
Performance: Lightweight and efficient, suitable for all timeframes.
This indicator is ideal for traders seeking to understand the interplay between price and volume, offering a unique perspective on market dynamics for informed trading decisions.
Bollinger BandWidth Squeeze BreakoutBollinger BandWidth Squeeze Breakout
Description:
This indicator merges classic Bollinger BandWidth (BBW) with TTM Squeeze Pro-style compression dots. It identifies volatility contractions, very effective at identifying chop or ranging markets, and color-codes the BBW line based on directional breakout bias—helping traders anticipate explosive moves before they happen.
It supports multi-level squeeze detection:
High Compression (Orange) : Tightest squeeze — highly coiled setup
Medium Compression (Red) : Moderate squeeze — building pressure
Low Compression (Black) : Light squeeze — early contraction
(No dot means no squeeze – free expansion)
How It Works
Bollinger BandWidth (BBW):
Calculated as the percent width between Bollinger Bands over a selected moving average (SMA, EMA, etc.). A rising BBW suggests volatility expansion; falling BBW indicates compression.
Directional Bias (BBW Color):
The line is colored green when recent bars show upside breakout pressure, red when downside pressure dominates, and gray when neutral. This is based on cumulative position of price relative to the Bollinger Bands.
TTM Squeeze Pro Dots:
Compression dots plotted on the zero line represent volatility squeeze levels, using up to 3 Keltner Channel thresholds:
Orange Dot : High compression (tightest squeeze zone)
Red Dot : Medium compression
Black Dot : Low compression
(No dot means no squeeze — price is expanding)
Expansion & Contraction Context:
Plots historical highest/lowest BBW values (user-defined period) to help spot extreme conditions.
How to Interpret:
Use squeeze dots to identify when the market is “chop/ranging.” Breakouts from these zones often come with sharp moves.
BBW Line Color = Bias Filter:
Green → Bullish expansion pressure
Red → Bearish expansion pressure
Gray → Neutral or undecided
Use this to filter direction before entering a breakout or momentum trade.
Inputs:
Length : Period for BB and Keltner calculations
MA Type : Choose from SMA, EMA, SMMA, WMA, VWMA, or None
StdDev : Standard deviation for BB
Expansion/Contraction Lengths : Historical window to track BBW extremes
Source : Input source for all calculations (default: Close)
Keltner Multipliers : Customize thresholds for high/mid/low compression
Best For:
Traders looking to anticipate breakout direction
Scalpers and swing traders seeking early volatility cues
Anyone using BB or TTM Squeeze logic in their setups
Pro Tips:
Combine with momentum tools (e.g., RSI, MACD, SMI, CCI) to confirm breakout thrust
Use squeeze dot color shifts (red/orange → no dot) as a breakout timing tool
Use historical BBW highs/lows as context for relative volatility expansion
IU Fibonacci Levels For IntradayDESCRIPTION
This indicator draws intraday Fibonacci levels from the opening price of the day using percentage-based retracements. It helps traders identify potential intraday support and resistance zones derived from the day’s opening bias. The levels are dynamically calculated and displayed with optional labels and customizable colors, making it an effective tool for both breakout and mean-reversion intraday strategies.
USER INPUTS
Direction Of The Level
Choose whether to show Upside, Downside, or Both level sets based on your directional bias.
Show Labels of Levels
Option to enable or disable text labels displaying Fibonacci values and prices.
Individual Level Toggles & Colors
You can choose to show or hide each of the following Fibonacci levels and set their respective colors:
* 0.236
* 0.328
* 0.500
* 0.618
* 0.786
* 1.000
INDICATOR LOGIC
On the first bar of the session, the opening price is captured.
Fibonacci levels are then calculated above and below this open using percentage multipliers (for example, day\_open + (day\_open \* 0.236%) for the 0.236 level).
Depending on the selected direction, upside and/or downside levels are plotted.
Filled zones are drawn between levels to visually highlight key price zones.
Optionally, each level can be labeled with its Fibonacci value and price.
WHY IT IS UNIQUE
Unlike traditional swing-based Fibonacci retracements, this tool uses the day’s opening price as an anchor, specifically designed for intraday traders.
Allows traders to quickly visualize micro-support and resistance levels that adapt every day.
Highly customizable and easy to read, with filled level bands for better zone recognition.
Works independently of indicators like RSI, MACD, or moving averages – purely based on price action logic.
HOW USER CAN BENEFIT FROM IT
Spot precise intraday reversal zones or breakout regions.
Combine with price action or volume analysis for smarter entries.
Filter trades by choosing directional bias (Up Site, Down Site, or Both).
Set profit targets or stop-losses based on Fibonacci bands.
Works great for scalpers, day traders, and even short-term swing traders looking to align with opening price momentum.
Disclaimer
This indicator is not financial advice, it's for educational purposes only highlighting the power of coding( pine script) in TradingView, I am not a SEBI-registered advisor. Trading and investing involve risk, and you should consult with a qualified financial advisor before making any trading decisions. I do not guarantee profits or take responsibility for any losses you may incur.
Baseline TrendBaseline Trend Strategy Overview
Baseline Trend is a crypto-only trading strategy built on straightforward price-based logic: market direction is determined solely by the price’s position relative to a selected baseline open price. No technical indicators like RSI, MACD, or volume are used—this approach is purely focused on price action and position size manipulation.
This strategy is a genuine concept, developed from my own market analysis and logical theory, refined through extensive observation of crypto market behaviour.
While the strategy offers structure and adaptability, it’s important to recognise that no single trading system or indicator fits all market conditions. This tool is meant to support decision-making, not replace it—encouraging traders to stay flexible, informed, and in control of their risk.
Important Usage Note:
This system is intended for crypto markets only.
– When used as an indicator guide, it can be applied to both spot and futures markets.
– However, when used with web-hook automation, it is designed only for futures contracts.
Ensure compatibility with your trading setup before using automation features.
Core Logic: The Baseline
The strategy revolves around the concept of a “Baseline”, with three types available:
Main Baseline: Defines the primary trend direction. If the price is above, go long; if below, go short.
Second Baseline and Third Baseline: Used to measure buying/selling pressure and are key to certain take-profit logic options.
Baselines are customisable to different timeframes—Year, Month, Week, and more—based on available input settings. Structurally, the Main Baseline is the highest-level trend reference, followed by the Second, then Third.
Users can mix and match these baselines across timeframes to backtest crypto symbols and understand behaviour patterns, particularly when used with standard candlestick charts.
Entry & Exit Logic
Entry Signal: Triggered when price crosses over/under a defined distance (percentage) from the Main Baseline. This distance is the Trade Line, calculated based on the close price.
Exit Signal / Stop Loss: If price moves un-favorable and crosses over/under the Stop Loss Line (a defined distance from the Main Baseline), the open position will be force-closed according to user-defined settings.
LiqC (Liquidation Cut)
LiqC is a secondary stop-loss that activates when a leveraged position’s loss equals or exceeds the user-defined liquidation threshold. It forcefully closes the position to help prevent full liquidation before stop-loss, providing an extra layer of protection.
This LiqC is directly tied to the leverage level set by the user. Please ensure you understand how leverage affects liquidation risk, as different broker exchanges may use different liquidation ratio models. Using incorrect assumptions or mismatched leverage values may result in unexpected behaviour.
Position Sizing & Block Units
This strategy features a block-based position sizing system designed for flexibility and precision in trade management:
Block Range: Customisable from 1 to 10 blocks
Risk Allocation: Controlled through a user-defined ROE (Risk of Equity) value
For example, setting an ROE of 0.1% with 10 blocks allocates a total of 1% of account equity to the position. This structure supports both conservative and aggressive risk approaches, depending on user preference.
Block sizes are automatically calculated in alignment with exchange requirements, using Minimum Notional Value (MNV) and Minimum Trade Amount (MTA). These values are dynamically calculated based on the live market price, and scaled relative to the trader’s balance and selected risk percentage. This ensures accurate sizing with built-in adaptability for any account level and current market conditions.
Scalping Meets Trend Holding
This system blends short-term scalping with longer-term trend holding, offering a flexible and adaptive trading style.
Example:
Enter 10 blocks → take quick profits on 5 blocks → let the remaining 5 ride the trend.
This dual-layered approach allows traders to secure early gains while staying positioned for larger market moves. Think of it as:
5 Blocks to Protect: Capture quick wins and manage exposure.
5 Blocks to Pursue: Let profits run by following the broader trend.
By combining both protection and pursuit, the strategy supports risk control without sacrificing the potential for extended returns.
Flexible Take-Profit Logic
The strategy supports multiple, customisable take-profit mechanisms:
TP1–4 (Profit Percentage)
Triggers take profit of 1 block unit when unrealised gains reach defined percentage thresholds (TP1, TP2, TP3, TP4).
Buying/Selling Pressure-Based Take Profit
D1 – Pressure 1
Measures pressure between Second and Third Baselines.
If the distance between them exceeds a user-defined DPT (Decrease Post Threshold) and the price moves far enough from the Third Baseline, D1 activates to take profit or scale out one block.
D2 – Pressure 2
Measures pressure between the Main and Second Baselines.
Works similarly to D1, using a separate distance and pressure trigger.
Note: Both D1 and D2 deactivate in reversal or even trend conditions.
D3–5: High-High / Low-Low Logic
Based on bar index tracking after position entry:
For Long Positions: If after D3 bars the price doesn't exceed the previous bar's high, the system executes a take profit or scale-out.
For Short Positions: If the price doesn't drop below the previous low, the same logic applies.
This approach adds time-based and momentum-aware exit flexibility.
Leverage & Liquidation Risk
When backtesting with leverage enabled, the system checks whether historical candles exceed the liquidation range, calculated based on the average entry price and the leverage input. If the Liquidation Risk Count exceeds 1, profit and loss accuracy may be affected. Traders are encouraged to monitor this count closely to ensure realistic backtesting results.
Since the system cannot directly control or sync with your broker exchange’s actual leverage setting, it’s important to manually match the system’s leverage input with your broker’s configured leverage.
For example: If the system leverage input is set to 10, your exchange leverage setting must also be set to 10. Any mismatch will lead to inaccurate liquidation risk and PnL calculations.
Backtesting and Customisation
All TP1–4 and D1–5 functions are fully optional and customisable. Users are encouraged to backtest different crypto symbols to observe how price behaviour aligns with baseline structures and pressure metrics.
Each of the TP1–4 and D1–5 triggers is designed to execute only once per open position, ensuring controlled and predictable behaviour within each trade cycle.
Since backtesting is based on available historical bar data, please note that data availability varies depending on your TradingView subscription plan. For more reliable insights, it’s recommended to backtest across multiple time ranges, not just the full dataset, to assess the stability and consistency of the strategy’s performance over time.
Additionally, the time frame resolution interval in TradingView is customisable. For best results, use commonly supported time frames such as 30 minutes, 1 hour, 4 hours, 1 day, or 1 week. While the system is designed to support a broad range of intervals, non-standard resolutions may still cause calculation errors.
Currently, the system supports the following resolution ranges:
Intraday: from 1 minute to 720 minutes
(e.g., 60 minutes = 1 hour, 240 minutes = 4 hours, 720 minutes = 12 hours)
Daily: from 1 day to 6 days
Weekly: from 1 week to 3 weeks
Monthly: from 1 month to 4 months
Although the script is built to adapt to various resolutions, users should still monitor output behaviour closely, especially when testing less common or edge-case time frames.
System Usage Notice:
This system can be used as a standalone trading indicator or integrated with an exchange that supports web-hook signal execution. If you choose to automate trades via web-hook, please ensure you fully understand how to configure the setup properly. Web-hook integration methods vary between exchanges, and incorrect setup may lead to unintended trades. Users are responsible for ensuring proper configuration and monitoring of their automation.
Note on Lower Time Frame Usage
When using lower time frames (e.g., 1-minute charts) as the trading time frame, please be aware that available historical data may be limited depending on your subscription plan. This can affect the depth and reliability of backtesting, making it harder to establish a trustworthy probability model for a symbol’s behaviour over time.
Additionally, when pairing a high-level Main Baseline (MBL) time line (such as "1 Month") with low time frame resolutions (like 1-minute), you may encounter order execution limits or calculation overloads during backtesting. This is due to the large number of historical bars required, which can strain the system's capacity.
That said, if a user intentionally chooses to work with lower time frames, that decision is fully respected—but it should be done with awareness and at the user’s own risk.
Things to Be Aware Of (Web-hook Usage Only)
The following points apply if you're using web-hook automation to send signals from the system to an exchange:
Alert Signal Reliability
During extreme market volatility, some broker exchanges may fail to respond to web-hook signals due to traffic overload. While rare, this has occurred in the past and should be considered when relying on automation.
Alert Expiration (TradingView)
If you're on a Basic plan, TradingView alerts are only active for a limited time—typically around 1.5 months. Once expired, signals will no longer be sent out.
To keep your system active, reset the alert before expiration. For uninterrupted alerts, consider upgrading to a Premium plan, which supports permanent alert activation.
TradingView Alert Maintenance
TradingView may occasionally perform system maintenance, during which alerts may temporarily stop functioning. It’s recommended to monitor TradingView’s status if you’re relying on real-time automation.
Repainting
As of the current version, no repainting behaviour has been observed. Signal stability and consistency have been maintained across real-time and historical bars.
Order Execution Type and Fill Logic
All signals use Limit orders by default, except for MBL Exit and Fallback execution, which use Market orders.
Since Limit orders are not guaranteed to fill, the system includes logic to cancel unfilled orders and resend them. If necessary, a Fallback Market order is used to avoid conflict with new incoming trades.
This has only happened once, and is considered rare, but users should always monitor execution status to ensure accuracy and alignment with system behaviour.
Feedback
If you encounter any errors, bugs, or unexpected behaviour while using the system, please don’t hesitate to let me know. Your input is invaluable for helping improve the strategy in future updates.
Likewise, if you have any suggestions or ideas for enhancing the system—whether it’s a new feature, adjustment, or usability improvement—please feel free to share. Together, we can continue refining the tool to make it more robust and beneficial for everyone.
Disclaimer
All trading involves risk, particularly in the crypto market where conditions can be highly volatile. Past performance does not guarantee future outcomes, and market behaviour may evolve over time. This strategy is offered as a tool to support trading decisions and should not be considered financial or investment advice. Each user is responsible for their own actions and accepts full responsibility for any results that may arise from using this system.
Adaptive Cycle Oscillator with EMADescription of the Adaptive Cycle Oscillator with EMA Pine Script
This Pine Script, titled "Adaptive Cycle Oscillator with EMA", is a custom technical indicator designed for TradingView to help traders analyze market cycles and identify potential buy or sell opportunities. It combines an Adaptive Cycle Oscillator (ACO) with multiple Exponential Moving Averages (EMAs), displayed as colorful, wavy lines, and includes features like buy/sell signals and divergence detection. Below is a beginner-friendly explanation of how the script works, adhering to TradingView's Script Publishing Rules.
What This Indicator Does
The Adaptive Cycle Oscillator with EMA helps you:
Visualize market cycles using an oscillator that adapts to price movements.
Track trends with seven EMAs of different lengths, plotted as a rainbow of wavy lines.
Identify potential buy or sell signals when the oscillator crosses predefined thresholds.
Spot divergences between the oscillator and price to anticipate reversals.
Use customizable settings to adjust the indicator to your trading style.
Note: This is a technical analysis tool and does not guarantee profits. Always combine it with other analysis methods and practice risk management.
Step-by-Step Explanation for New Users
1. Understanding the Indicator
Adaptive Cycle Oscillator (ACO): The ACO analyzes price data (based on high, low, and close prices, or HLC3) to detect market cycles. It smooths price movements to create an oscillator that swings between overbought and oversold levels.
EMAs: Seven EMAs of different lengths are applied to the ACO and scaled based on the market's dominant cycle. These EMAs are plotted as colorful, wavy lines to show trend direction.
Buy/Sell Signals: The script generates signals when the ACO crosses above or below user-defined thresholds, indicating potential entry or exit points.
Divergence Detection: The script identifies bullish or bearish divergences between the ACO and the fastest EMA, which may signal potential reversals.
Visual Style: The indicator uses a rainbow of seven colors (red, orange, yellow, green, blue, indigo, violet) for the EMAs, with wavy lines for a unique visual effect. Static levels (zero, overbought, oversold) are also wavy for consistency.
2. How to Add the Indicator to Your Chart
Open TradingView and load the chart of any asset (e.g., stock, forex, crypto).
Click on the Indicators button at the top of the chart.
Search for "Adaptive Cycle Oscillator with EMA" (or paste the script into TradingView’s Pine Editor if you have access to it).
Click to add the indicator to your chart. It will appear in a separate panel below the price chart.
3. Customizing the Indicator
The script offers several input options to tailor it to your needs:
Base Cycle Length (Default: 20): Sets the initial period for calculating the dominant cycle. Higher values make the indicator slower; lower values make it more sensitive.
Alpha Smoothing (Default: 0.07): Controls how much the ACO smooths price data. Smaller values produce smoother results.
Show Buy/Sell Signals (Default: True): Toggle to display green triangles (buy) and red triangles (sell) on the chart.
Threshold (Default: 0.0): Defines overbought (above threshold) and oversold (below threshold) levels. Adjust to widen or narrow signal zones.
EMA Base Length (Default: 10): Sets the starting length for the fastest EMA. Other EMAs are incrementally longer (12, 14, 16, etc.).
Divergence Lookback (Default: 14): Determines how far back the script looks to detect divergences.
To adjust these:
Right-click the indicator on your chart and select Settings.
Modify the inputs in the pop-up window.
Click OK to apply changes.
4. Reading the Indicator
Oscillator and EMAs: The ACO and seven EMAs are plotted in a separate panel. The EMAs (colored lines) move in a wavy pattern:
Red (fastest) to Violet (slowest) represent different response speeds.
When the faster EMAs (e.g., red, orange) are above slower ones (e.g., blue, violet), it suggests bullish momentum, and vice versa.
Zero Line: A gray wavy line at zero acts as a neutral level. The ACO above zero indicates bullish conditions; below zero indicates bearish conditions.
Overbought/Oversold Lines: Red (overbought) and green (oversold) wavy lines mark threshold levels. Extreme ACO values near these lines may suggest reversals.
Buy/Sell Signals:
Green Triangle (Bottom): Appears when the ACO crosses above the oversold threshold, suggesting a potential buy.
Red Triangle (Top): Appears when the ACO crosses below the overbought threshold, suggesting a potential sell.
Divergences:
Green Triangle (Bottom): Indicates a bullish divergence (price makes a lower low, but the EMA makes a higher low), hinting at a potential upward reversal.
Red Triangle (Top): Indicates a bearish divergence (price makes a higher high, but the EMA makes a lower high), hinting at a potential downward reversal.
5. Using Alerts
You can set alerts for key events:
Right-click the indicator and select Add Alert.
Choose a condition (e.g., "ACO Buy Signal", "Bullish Divergence").
Configure the alert settings (e.g., notify via email, app, or pop-up).
Click Create to activate the alert.
Available alert conditions:
ACO Buy Signal: When the ACO crosses above the oversold threshold.
ACO Sell Signal: When the ACO crosses below the overbought threshold.
Bullish Divergence: When a potential upward reversal is detected.
Bearish Divergence: When a potential downward reversal is detected.
6. Tips for Using the Indicator
Combine with Other Tools: Use the indicator alongside support/resistance levels, candlestick patterns, or other indicators (e.g., RSI, MACD) for confirmation.
Test on Different Timeframes: The indicator works on any timeframe (e.g., 1-minute, daily). Shorter timeframes may produce more signals but with more noise.
Practice Risk Management: Never rely solely on this indicator. Set stop-losses and position sizes to manage risk.
Backtest First: Use TradingView’s Strategy Tester (if you convert the script to a strategy) to evaluate performance on historical data.
Compliance with TradingView’s Script Publishing Rules
This description adheres to TradingView’s Script Publishing Rules (as outlined in the provided link):
No Performance Claims: The description avoids promising profits or specific results, emphasizing that the indicator is a tool for analysis.
Clear Instructions: It provides step-by-step guidance for adding, customizing, and using the indicator.
Risk Disclaimer: It notes that trading involves risks and the indicator should be used with other analysis methods.
No Misleading Terms: Terms like “buy” and “sell” are used to describe signals, not guaranteed actions.
Transparency: The description explains the indicator’s components (ACO, EMAs, signals, divergences) without exaggerating its capabilities.
No External Links: The description avoids linking to external resources or soliciting users.
Educational Tone: It focuses on educating users about the indicator’s functionality.
Limitations
Not a Standalone System: The indicator is not a complete trading strategy. It provides insights but requires additional analysis.
Lagging Nature: As with most oscillators and EMAs, signals may lag behind price movements, especially in fast markets.
False Signals: Signals and divergences may not always lead to successful trades, particularly in choppy markets.
Market Dependency: Performance varies across assets and market conditions (e.g., trending vs. ranging markets).
Percent Change of Range Candles - FullPercent Change of Range Candles – Full (PCR Full)
Description:
PCR Full is a custom momentum indicator that measures the percentage price change relative to a defined range, offering traders a unique way to evaluate strength, direction, and potential reversals in price movement.
How it works:
The main value (PCR) is calculated by comparing the price change over a selected number of candles (length) to the range between the highest high and lowest low in the same period.
This percentage change is normalized and visualized with dynamic candles on the subgraph.
Reference levels at +100, +50, 0, -50, and -100 serve as key zones to indicate potential overbought/oversold conditions, continuation, or neutrality.
How to read the indicator:
1. Trend continuation:
When PCR breaks above +50 and holds, it often confirms a strong bullish move.
Similarly, values below -50 and staying low signal a bearish continuation.
2. Wick behavior (volatility insight):
Long wicks on PCR candles suggest uncertainty or failed breakout attempts.
Short or no wicks with strong body color show stable momentum and conviction.
On the chart, multiple long wicks near -50 suggest bulls are attempting to push price upward, but lack the strength — until a confirmed breakout.
3. Polarity transition (Bearish to Bullish or vice versa):
A transition from negative PCR values to above zero shows that the market is possibly turning.
Especially if PCR climbs gradually and stabilizes above zero, it indicates a developing bullish phase.
Components:
Main PCR line: Color-coded (green for rising, red for falling).
Open Average (gray line): Smooths recent PCR values, indicating balance.
High/Low adaptive bands: Adjust dynamically to PCR polarity.
PCR Candles: Visualize OHLC of PCR data for enhanced interpretation.
Suggested use cases:
Enter trend trades when PCR crosses +50 or -50 with volume or price confirmation.
Watch for reversal signs near ±100 if PCR fails to break further.
Use 0 line as a neutral zone — markets hovering near 0 are often in consolidation.
Combine with price action or oscillators like RSI/MACD for additional signals.
Customization:
The length input allows users to define the range for PCR calculations, making it adjustable to various timeframes and strategies (scalping, intraday, swing).
5DMA Optional HMA Entry📈 5DMA Optional HMA Entry Signal – Precision-Based Momentum Trigger
Category: Trend-Following / Reversal Timing / Entry Optimization
🔍 Overview:
The 5DMA Optional HMA Entry indicator is a refined price-action entry tool built for traders who rely on clean trend alignment and precise timing. This script identifies breakout-style entry points when price gains upward momentum relative to short-term moving averages — specifically the 5-day Simple Moving Average (5DMA) and an optional Hull Moving Average (HMA).
Whether you're swing trading stocks, scalping ETFs like UVXY or VXX, or looking for pullback recovery entries, this tool helps time your long entries with clarity and flexibility.
⚙️ Core Logic:
Primary Condition (Always On):
🔹 Close must be above the 5DMA – ensuring upward short-term momentum is confirmed.
Optional Condition (Toggled by User):
🔹 Close above the HMA – adds slope-responsive trend filtering for smoother setups. Enable or disable via checkbox.
Bonus Entry Filter (Optional):
🔹 Green Candle Wick Breakout – optional pattern logic that detects bullish momentum when the high pierces above both MAs, with a green body.
Reset Mechanism:
🔁 Signal resets only after price closes back below all active MAs (5DMA and HMA if enabled), reducing noise and avoiding repeated signals during chop.
🧠 Why This Works:
This indicator captures the kind of setups that professional traders look for:
Momentum crossovers without chasing late.
Mean reversion snapbacks that align with fresh bullish moves.
Avoids premature entries by requiring clear structure above moving averages.
Optional HMA filter allows adaptability: turn it off during choppy markets or range conditions, and on during trending environments.
🔔 Features:
✅ Adjustable HMA Length
✅ Enable/Disable HMA Filter
✅ Optional Green Wick Breakout Detection
✅ Visual “Buy” label plotted below qualifying bars
✅ Real-time Alert Conditions for automated trading or manual alerts
🎯 Use Cases:
VIX-based ETFs (e.g., UVXY, VXX): Catch early breakouts aligned with volatility spikes.
Growth Stocks: Time pullback entries during bullish runs.
Futures/Indices: Combine with macro levels for intraday scalps or swing setups.
Overlay on Trend Filters: Combine with RSI, MACD, or VWAP for confirmation.
🛠️ Recommended Settings:
For smooth setups in volatile names, use:
HMA Length: 20
Keep green wick filter ON
For fast momentum trades, disable the HMA filter to act on 5DMA alone.
⭐ Final Thoughts:
This script is built to serve both systematic traders and discretionary scalpers who want actionable signals without noise or lag. The toggleable HMA feature lets you adjust sensitivity depending on market conditions — a key edge in adapting to volatility cycles.
Perfect for those who value clean, non-repainting entries rooted in logical structure.
IU Liquidity Flow TrackerDESCRIPTION
The IU Liquidity Flow Tracker is a powerful market analysis tool designed to visualize hidden buying and selling activity by analyzing price action, volume behavior, market pressure, and depth. It provides a composite view of liquidity dynamics to help traders identify accumulation, distribution, and neutral phases with high clarity.
This indicator is ideal for traders who want to gauge the flow of market participants and make informed entry/exit decisions based on the underlying liquidity structure.
USER INPUTS:
* Flow Analysis Period: Length used for analyzing price spread and volume flow.
* Pressure Sensitivity: Adjusts the sensitivity of threshold detection for flow classification.
* Flow Smoothing: Controls the smoothing applied to raw flow data.
* Market Depth Analysis: Sets the depth range for rejection and wick analysis.
* Colors: Customize colors for accumulation, distribution, neutral zones, and pressure visualization.
INDICATOR LOGIC:
The IU Liquidity Flow Tracker uses a multi-factor model to evaluate market behavior:
1. Liquidity Pressure: Combines price spread, price efficiency, and volume imbalance.
2. Flow Direction: Weighted momentum using short, medium, and long-term price changes adjusted for volume.
3. Market Depth: Wick-based rejection scoring to estimate buying/selling aggressiveness at price extremes.
4. Composite Flow Index: Blended value of flow direction, pressure, and depth—smoothed for clarity.
5. Dynamic Thresholds: Automatically adjusts based on volatility to classify the market into:
* Accumulation: Strong buying signals.
* Distribution: Strong selling signals.
* Neutral: No significant flow dominance.
6. Entry Signals: Long/Short signals are generated when flow state shifts, supported by momentum, volume surge, and depth strength.
WHY IT IS UNIQUE:
Unlike typical indicators that rely solely on price or volume, this tool combines spread behavior, volume polarity, momentum weighting, and price rejection zones into a single visual interface. It dynamically adjusts sensitivity based on market volatility, helping avoid false signals during sideways or low-volume periods.
It is not based on any traditional indicator (RSI, MACD, etc.), making it ideal for traders looking for an original and data-driven market read.
HOW USER CAN BENEFIT FROM IT:
* Understand Market Context: Know whether the market is being accumulated, distributed, or ranging.
* Improve Entries/Exits: Use flow transitions combined with volume confirmation for high-probability setups.
* Spot Institutional Activity: Detect subtle shifts in liquidity that precede major price moves.
* Reduce Whipsaws: Dynamic thresholds and multi-factor confirmation help filter noise.
* Use with Any Style: Whether you're a swing trader, day trader, or scalper, this tool adapts to different timeframes and strategies.
DISCLAIMER:
This indicator is created for educational and informational purposes only. It does not constitute financial advice or a recommendation to buy or sell any asset. All trading involves risk, and users should conduct their own analysis or consult with a qualified financial advisor before making any trading decisions. The creator is not responsible for any losses incurred through the use of this tool. Use at your own discretion.
Stop Hunt Indicator ║ BullVision 🧠 Overview
The Stop Hunt Indicator (SmartTrap Radar) is an original tool designed to identify potential liquidity traps caused by institutional stop hunts. It visually maps out historically significant levels where price has repeatedly reversed or rejected — and dynamically detects real-time sweep patterns based on volume, structure, and candle rejection behavior.
This script does not repurpose existing public indicators, nor does it use default TradingView built-ins such as RSI, MACD, or MAs. Its core logic is fully proprietary and was developed from scratch to support discretionary and data-driven traders in visualizing volatility risks and manipulation zones.
🔍 What the Indicator Does
This indicator identifies and visualizes potential stop hunt zones using:
Historical structure analysis: Swing highs/lows are identified via a configurable lookback period.
Liquidity level tracking: Once detected, levels are monitored for touches, age, and volume strength.
Proprietary scoring model: Each level receives a real-time significance score based on:
Age (how long the level has held)
Number of rejections (touches)
Relative volume strength
Proximity to current price
The glow intensity of plotted levels is dynamically mapped based on this score. Bright glow = higher institutional interest probability.
⚙️ Stop Hunt Detection Logic
A stop hunt is flagged when all of the following are met:
Price sweeps through a high/low beyond a user-defined penetration threshold
Wick rejection occurs (i.e., candle closes back inside the level)
Volume spikes above the average in a recent window
The script automatically:
Detects bullish stop hunts (below support) and bearish ones (above resistance)
Marks detected sweeps on-chart with optional 🔰/🚨 signals
Adjusts glow visuals based on score even after the sweep occurs
These sweeps often precede local reversals or high-volatility zones — this is not predictive, but rather a reactive mapping of market manipulation behavior.
📌 Why This Is Not Just Another Liquidity Tool
Unlike typical liquidity heatmaps or S/R indicators, this script includes:
A proprietary significance score instead of fixed rules
Multi-layer glow rendering to reflect level importance visually
Real-time scoring updates as new volume and touches occur
Combined volume × rejection × structure logic to validate stop hunts
Fully customizable detection logic (lookback, wick %, volume filters, max bars, etc.)
This indicator provides a specialized view focused solely on visualizing trap setups — not generic trend signals.
🧪 Usage Recommendations
To get started:
Add the indicator to your chart (volume-enabled instruments only)
Customize detection:
Lookback Period for structure
Penetration % for how far price must sweep
Volume Spike Multiplier
Wick rejection strength
Enable/disable features:
Glow effects
Hunt markers
Score labels
Volume highlights
Watch for:
🔰 Bullish Sweeps (below support)
🚨 Bearish Sweeps (above resistance)
Bright glowing zones = high-liquidity targets
This tool can be used for both confluence and risk assessment, especially around high-impact sessions, liquidation events, or range extremes.
📊 Volume Dependency Notice
⚠️ This indicator requires real volume data to function correctly. On instruments without volume (e.g., synthetic pairs), certain features like spike detection and scoring will be disabled or inaccurate.
🔐 Closed-Source Disclosure
This script is published as invite-only to protect its proprietary scoring, glow mapping, and detection logic. While the full implementation remains confidential, this description outlines all key mechanics and configurable logic for user transparency.
Kaufman Trend Strength Signal█ Overview
Kaufman Trend Strength Signal is an advanced trend detection tool that decomposes price action into its underlying directional trend and localized oscillation using a vector-based Kalman Filter.
By integrating adaptive smoothing and dynamic weighting via a weighted moving average (WMA), this indicator provides real-time insight into both trend direction and trend strength — something standard moving averages often fail to capture.
The core model assumes that observed price consists of two components:
(1) a directional trend, and
(2) localized noise or oscillation.
Using a two-step Predict & Update cycle, the filter continuously refines its trend estimate as new market data becomes available.
█ How It Works
This indicator employs a Kalman Filter model that separates the trend from short-term fluctuations in a price series.
Predict & Update Cycle : With each new bar, the filter predicts the price state and updates that prediction using the latest observed price, producing a smooth but adaptive trend line.
Trend Strength Normalization : Internally, the oscillator component is normalized against recent values (N periods) to calculate a trend strength score between -100 and +100.
(Note: The oscillator is not plotted on the chart but is used for signal generation.)
Filtered MA Line : The trend component is plotted as a smooth Kalman Filter-based moving average (MA) line on the main chart.
Threshold Cross Signals : When the internal trend strength crosses a user-defined threshold (default: ±60), visual entry arrows are displayed to signal momentum shifts.
█ Key Features
Adaptive Trend Estimation : Real-time filtering that adjusts dynamically to market changes.
Visual Buy/Sell Signals : Entry arrows appear when the trend strength crosses above or below the configured threshold.
Built-in Range Filter : The MA line turns blue when trend strength is weak (|value| < 10), helping you filter out choppy, sideways conditions.
█ How to Use
Trend Detection :
• Green MA = bullish trend
• Red MA = bearish trend
• Blue MA = no trend / ranging market
Entry Signals :
• Green triangle = trend strength crossed above +Threshold → potential bullish entry
• Red triangle = trend strength crossed below -Threshold → potential bearish entry
█ Settings
Entry Threshold : Level at which the trend strength triggers entry signals (default: 60)
Process Noise 1 & 2 : Control the filter’s responsiveness to recent price action. Higher = more reactive; lower = smoother.
Measurement Noise : Sets how much the filter "trusts" price data. High = smoother MA, low = faster response but more noise.
Trend Lookback (N2) : Number of bars used to normalize trend strength. Lower = more sensitive; higher = more stable.
Trend Smoothness (R2) : WMA smoothing applied to the trend strength calculation.
█ Visual Guide
Green MA Line → Bullish trend
Red MA Line → Bearish trend
Blue MA Line → Sideways/range
Green Triangle → Entry signal (trend strengthening)
Red Triangle → Entry signal (trend weakening)
█ Best Practices
In high-volatility conditions, increase Measurement Noise to reduce false signals.
Combine with other indicators (e.g., RSI, MACD, EMA) for confirmation and filtering.
Adjust "Entry Threshold" and noise settings depending on your timeframe and trading style.
❗ Disclaimer
This script is provided for educational purposes only and should not be considered financial advice or a recommendation to buy/sell any asset.
Trading involves risk. Past performance does not guarantee future results.
Always perform your own analysis and use proper risk management when trading.
3 Bar Reversal3 Bar Reversal
This pattern is described in John Carter's "Mastering the Trade"
The 3 Bar Reversal indicator is a simple but effective price action tool designed to highlight potential short-term reversals in market direction. It monitors consecutive bar behavior and identifies turning points based on a three-bar pattern. This tool can assist traders in spotting trend exhaustion or early signs of a reversal, particularly in scalping or short-term trading strategies.
How It Works
This indicator analyzes the relationship between consecutive bar closes:
It counts how many bars have passed since the price closed higher than the previous close (barssince(close >= close )) — referred to as an "up streak".
It also counts how many bars have passed since the price closed lower than the previous close (barssince(close <= close )) — known as a "down streak".
A reversal condition is met when:
There have been exactly 3 bars in a row moving in one direction (up or down), and
The 4th bar closes in the opposite direction.
When this condition is detected, the script performs two actions:
Plots a triangle on the chart to signal the potential reversal:
A green triangle below the bar for a possible long (buy) opportunity.
A red triangle above the bar for a possible short (sell) opportunity.
Triggers an alert condition so users can set notifications for when a reversal is detected.
Interpretation
Long Signal: The market has printed 3 consecutive lower closes, followed by a higher close — suggesting bullish momentum may be emerging.
Short Signal: The market has printed 3 consecutive higher closes, followed by a lower close — indicating possible bearish momentum.
These patterns are common in market retracements and can act as confirmation signals when used with other indicators such as RSI, MACD, support/resistance, or volume analysis.
Usage Examples
Scalping: Use the reversal signal to quickly enter short-term trades after a short-term exhaustion move.
Swing Trading: Combine this with trend indicators (e.g., moving averages) to time pullbacks within larger trends.
Confirmation Tool: Use this indicator alongside candlestick patterns or support/resistance zones to validate entry or exit points.
Alert Setup: Enable alerts based on the built-in alertcondition to receive instant notifications for potential trade setups.
Limitations
The 3-bar reversal logic does not guarantee a trend change; it signals potential reversals, which may need confirmation.
Best used in conjunction with broader context such as trend direction, market structure, or other technical indicators.
Kijun Shifting Band Oscillator | QuantMAC🎯 Kijun Shifting Band Oscillator | QuantMAC
📊 **Revolutionary Technical Analysis Tool Combining Ancient Ichimoku Wisdom with Cutting-Edge Statistical Methods**
🌟 Overview
The Kijun Shifting Band Oscillator represents a sophisticated fusion of traditional Japanese technical analysis and modern statistical theory. Built upon the foundational concepts of the Ichimoku Kinko Hyo system, this indicator transforms the classic Kijun-sen (base line) into a dynamic, multi-dimensional analysis tool that provides traders with unprecedented market insights.
This advanced oscillator doesn't just show you where price has been – it reveals the underlying momentum dynamics and volatility patterns that drive market movements, giving you a statistical edge in your trading decisions.
🔥 Key Features & Innovations
Dual Trading Modes for Maximum Flexibility: 🚀
Long/Short Mode: Full bidirectional trading capability for aggressive traders seeking to capitalize on both bullish and bearish market conditions
Long/Cash Mode: Conservative approach perfect for risk-averse traders, taking long positions during uptrends and moving to cash during downtrends (avoiding short exposure)
Advanced Visual Intelligence: 🎨
9 Professional Color Schemes: From classic blue/navy to vibrant orange/purple combinations, each optimized for different chart backgrounds and personal preferences
Dynamic Gradient Histogram: Color intensity reflects oscillator strength, providing instant visual feedback on momentum magnitude
Intelligent Overlay Bands: Semi-transparent fills create clear visual boundaries without cluttering your chart
Smart Candle Coloring: Real-time color changes reflect current market state and trend direction
Customizable Threshold Lines: Clearly marked entry and exit levels with contrasting colors
Professional-Grade Analytics: 📊
Real-Time Performance Metrics: Live calculation of 9 key performance indicators
Risk-Adjusted Returns: Sharpe, Sortino, and Omega ratios for comprehensive performance evaluation
Position Sizing Guidance: Half-Kelly percentage for optimal risk management
Drawdown Analysis: Maximum drawdown tracking for risk assessment
📈 Deep Technical Foundation
Kijun-Based Mathematical Framework: 🧮
The indicator begins with the traditional Kijun-sen calculation but extends it significantly:
Statistical Enhancements: 📉
Adaptive Volatility: Bands expand and contract based on market volatility
Momentum Filtering: EMA smoothing of oscillator for trend confirmation
State Management: Intelligent signal filtering prevents whipsaws and false signals
Multi-Timeframe Compatibility: Optimized algorithms work across all timeframes
⚙️ Comprehensive Parameter Control
Kijun Core Settings: 🎛️
Kijun Length (Default: 30): Controls the lookback period for the base calculation. Shorter periods = more responsive, longer periods = smoother signals
Source Selection: Choose from Close, Open, High, Low, or HL2. Close price recommended for most applications
Calculation Method: Uses traditional Ichimoku methodology ensuring compatibility with classic analysis
Advanced Oscillator Configuration: 📊
Standard Deviation Length (Default: 36): Determines volatility measurement period. Affects band width and sensitivity
SD Multiplier (Default: 2.1): Fine-tune band distance from basis line. Higher values = wider bands, lower values = tighter bands
Oscillator Multiplier (Default: 100): Scales the final oscillator output. Useful for matching other indicators or personal preference
Smoothing Algorithm: Built-in EMA smoothing prevents noise while maintaining responsiveness
Signal Threshold Optimization: 🎯
Long Threshold (Default: 83): Oscillator level that triggers long entries. Higher values = fewer but stronger signals
Short Threshold (Default: 42): Oscillator level that triggers short entries. Lower values = fewer but stronger signals
Threshold Logic: Crossover-based system with state management prevents signal overlap
Customization Range: Fully adjustable to match your trading style and risk tolerance
Precision Date Control: 📅
Start Date/Month/Year: Precise backtesting control down to the day
Historical Analysis: Test strategies on specific market periods or events
Strategy Validation: Isolate performance during different market conditions
📊 Professional Metrics Dashboard
Risk Assessment Metrics: 💼
Maximum Drawdown %: Largest peak-to-trough decline in portfolio value. Critical for understanding worst-case scenarios and position sizing
Sortino Ratio: Risk-adjusted return measure focusing only on downside volatility. Superior to Sharpe ratio for asymmetric return distributions
Sharpe Ratio: Classic risk-adjusted performance metric. Values above 1.0 considered good, above 2.0 excellent
Omega Ratio: Probability-weighted ratio capturing all moments of return distribution. More comprehensive than Sharpe or Sortino
Performance Analytics: 📈
Profit Factor: Gross Profit ÷ Gross Loss. Values above 1.0 indicate profitability, above 2.0 considered excellent
Win Rate %: Percentage of profitable trades. Consider alongside average win/loss size for complete picture
Net Profit %: Total return on initial capital. Accounts for compounding effects
Total Trades: Sample size for statistical significance assessment
Advanced Position Sizing: 🎯
Half Kelly %: Optimal position size based on Kelly Criterion, reduced by 50% for safety margin
Risk Management: Helps determine appropriate position size relative to account equity
Mathematical Foundation: Based on win probability and profit factor calculations
Practical Application: Directly usable percentage for position sizing decisions
🎨 Advanced Display Options
Flexible Interface Design: 🖥️
6 Positioning Options: Top/Bottom/Middle × Left/Right combinations for optimal chart organization
Toggle Functionality: Show/hide metrics table for clean chart presentation during analysis
Color Coordination: Metrics table colors match selected oscillator color scheme
Professional Styling: Clean, readable format with proper spacing and alignment
Visual Hierarchy: 🎭
Oscillator Histogram: Primary focus with gradient intensity showing momentum strength
Threshold Lines: Clear horizontal references for entry/exit levels
Zero Line: Neutral reference point for trend bias determination
Background Bands: Subtle overlay context without chart clutter
🚀 Advanced Signal Generation System
Multi-Layer Signal Logic: ⚡
Primary Signal Generation: Oscillator crossover above Long Threshold (default 83) triggers long entries
Exit Signal Processing: Oscillator crossunder below Short Threshold (default 42) triggers position exits
State Management System: Prevents duplicate signals and ensures clean position transitions
Mode-Specific Logic: Different behavior for Long/Short vs Long/Cash modes
Date Range Filtering: Signals only generated within specified backtesting period
Confirmation Requirements: Bar confirmation prevents false signals from intrabar price spikes
Intelligent Position Management: 🧠
Entry Tracking: Precise entry price recording for accurate P&L calculations
Position State Monitoring: Continuous tracking of long/short/cash positions
Automatic Exit Logic: Seamless position closure and new position initiation
Performance Calculation: Real-time P&L tracking with compounding effects
📉📈 Comprehensive Band Interpretation Guide
Dynamic Band Analysis: 🔍
Upper Band Function: Represents dynamic resistance based on recent volatility. Price approaching upper band suggests potential reversal or breakout
Lower Band Function: Represents dynamic support with volatility adjustment. Price near lower band indicates oversold conditions or support testing
Middle Line (Basis): Trend direction indicator. Price above = bullish bias, price below = bearish bias
Band Width Interpretation: Wide bands = high volatility, narrow bands = low volatility/potential breakout setup
Band Slope Analysis: Rising bands = strengthening trend, falling bands = weakening trend
Oscillator Interpretation: 📊
Values Above 50: Price in upper half of recent range, bullish momentum
Values Below 50: Price in lower half of recent range, bearish momentum
Extreme Values (>80 or <20): Overbought/oversold conditions, potential reversal zones
Momentum Divergence: Oscillator direction vs price direction for early reversal signals
Trend Confirmation: Oscillator direction confirming or contradicting price trends
💡 Strategic Trading Applications
Primary Trading Strategies: 🎯
Trend Following: Use threshold crossovers to capture major directional moves. Best in trending markets with clear directional bias
Mean Reversion: Identify extreme oscillator readings for counter-trend opportunities. Effective in range-bound markets
Breakout Trading: Monitor band compressions followed by expansions for breakout signals
Swing Trading: Combine oscillator signals with band interactions for swing position entries/exits
Risk Management: Use metrics dashboard for position sizing and risk assessment
Market Condition Optimization: 🌊
Trending Markets: Increase threshold separation for fewer, stronger signals
Choppy Markets: Decrease threshold separation for more responsive signals
High Volatility: Increase SD multiplier for wider bands
Low Volatility: Decrease SD multiplier for tighter bands and earlier signals
⚙️ Advanced Configuration Tips
Parameter Optimization Guidelines: 🔧
Kijun Length Adjustment: Shorter periods (10-20) for faster signals, longer periods (50-100) for smoother trends
SD Length Tuning: Match to your trading timeframe - shorter for responsive, longer for stability
Threshold Calibration: Backtest different levels to find optimal entry/exit points for your market
Color Scheme Selection: Choose schemes that provide best contrast with your chart background and other indicators
Integration with Other Indicators: 🔗
Volume Indicators: Confirm oscillator signals with volume spikes
Support/Resistance: Use key levels to filter oscillator signals
Momentum Indicators: RSI, MACD confirmation for signal strength
Trend Indicators: Moving averages for overall trend bias confirmation
⚠️ Important Usage Notes & Limitations
Indicator Characteristics: ⚡
Lagging Nature: Based on historical price data - signals occur after moves have begun
Best Practice: Combine with leading indicators and price action analysis
Market Dependency: Performance varies across different market conditions and instruments
Backtesting Essential: Always validate parameters on historical data before live implementation
Optimization Recommendations: 🎯
Parameter Testing: Systematically test different combinations on your preferred instruments
Walk-Forward Analysis: Regularly re-optimize parameters to maintain effectiveness
Market Regime Awareness: Adjust parameters for different market conditions (trending vs ranging)
Risk Controls: Implement maximum drawdown limits and position size controls
🔧 Technical Specifications
Performance Optimization: ⚡
Efficient Algorithms: Optimized calculations for smooth real-time operation
Memory Management: Smart array handling for metrics calculations
Visual Optimization: Balanced detail vs performance for responsive charts
Multi-Symbol Ready: Consistent performance across different assets
---
The Kijun Shifting Band Oscillator represents the evolution of technical analysis, bridging the gap between traditional methods and modern quantitative approaches. This indicator provides traders with a comprehensive toolkit for market analysis, combining the intuitive wisdom of Japanese candlestick analysis with the precision of statistical mathematics.
🎯 Designed for serious traders who demand professional-grade analysis tools with institutional-quality metrics and risk management capabilities. Whether you're a discretionary trader seeking visual confirmation or a systematic trader building quantitative strategies, this indicator provides the foundation for informed trading decisions.
⚠️ IMPORTANT DISCLAIMER
Past Performance Warning: 📉⚠️
PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS. Historical backtesting results, while useful for strategy development and parameter optimization, do not guarantee similar performance in live trading conditions. Market conditions change continuously, and what worked in the past may not work in the future.
Remember: Successful trading requires discipline, continuous learning, and adaptation to changing market conditions. No indicator or strategy guarantees profits, and all trading involves substantial risk of loss.
Arnaud Legoux Trend Aggregator | Lyro RSArnaud Legoux Trend Aggregator
Introduction
Arnaud Legoux Trend Aggregator is a custom-built trend analysis tool that blends classic market oscillators with advanced normalization, advanced math functions and Arnaud Legoux smoothing. Unlike conventional indicators, 𝓐𝓛𝓣𝓐 aggregates market momentum, volatility and trend strength.
Signal Insight
The 𝓐𝓛𝓣𝓐 line visually reflects the aggregated directional bias. A rise above the middle line threshold signals bullish strength, while a drop below the middle line indicates bearish momentum.
Another way to interpret the 𝓐𝓛𝓣𝓐 is through overbought and oversold conditions. When the 𝓐𝓛𝓣𝓐 rises above the +0.7 threshold, it suggests an overbought market and signals a strong uptrend. Conversely, a drop below the -0.7 level indicates an oversold condition and a strong downtrend.
When the oscillator hovers near the zero line, especially within the neutral ±0.3 band, it suggests that no single directional force is dominating—common during consolidation phases or pre-breakout compression.
Real-World Example
Usually 𝓐𝓛𝓣𝓐 is used by following the bar color for simple signals; however, like most indicators there are unique ways to use an indicator. Let’s dive deep into such ways.
The market begins with a green bar color, raising awareness for a potential long setup—but not a direct entry. In this methodology, bar coloring serves as an alert mechanism rather than a strict entry trigger.
The first long position was initiated when the 𝓐𝓛𝓣𝓐 signal line crossed above the +0.3 threshold, suggesting a shift in directional acceleration. This entry coincided with a rising price movement, validating the trade.
As price advanced, the position was exited into cash—not reversed into a short—because the short criteria for this use case are distinct. The exit was prompted by 𝓐𝓛𝓣𝓐 crossing back below the +0.3 level, signaling the potential weakening of the long trend.
Later, as 𝓐𝓛𝓣𝓐 crossed below 0, attention shifted toward short opportunities. A short entry was confirmed when 𝓐𝓛𝓣𝓐 dipped below -0.3, indicating growing downside momentum. The position was eventually closed when 𝓐𝓛𝓣𝓐 crossed back above the -0.3 boundary—signaling a possible deceleration of the bearish move.
This logic was consistently applied in subsequent setups, emphasizing the role of 𝓐𝓛𝓣𝓐’s thresholds in guiding both entries and exits.
Framework
The Arnaud Legoux Trend Aggregator (ALTA) combines multiple technical indicators into a single smoothed signal. It uses RSI, MACD, Bollinger Bands, Stochastic Momentum Index, and ATR.
Each indicator's output is normalized to a common scale to eliminate bias and ensure consistency. These normalized values are then transformed using a hyperbolic tangent function (Tanh).
The final score is refined with a custom Arnaud Legoux Moving Average (ALMA) function, which offers responsive smoothing that adapts quickly to price changes. This results in a clear signal that reacts efficiently to shifting market conditions.
⚠️ WARNING ⚠️: THIS INDICATOR, OR ANY OTHER WE (LYRO RS) PUBLISH, IS NOT FINANCIAL OR INVESTMENT ADVICE. EVERY INDICATOR SHOULD BE COMBINED WITH PRICE ACTION, FUNDAMENTALS, OTHER TECHNICAL ANALYSIS TOOLS & PROPER RISK. MANAGEMENT.
Ensemble Consensus System
The Ensemble Consensus System (ECS) brings a **Random Forest-style ensemble vote** to Pine Script: five orthogonal "expert" strategies each cast a bull/bear vote (+1/-1/0), and only high-confidence consensus moves become signals—dramatically reducing noise while capturing strong directional moves.
## What Makes This Original
ECS is the first Pine Script indicator to implement true machine learning-style ensemble voting. Rather than relying on a single methodology, five independent experts analyze different market dimensions:
• **Trend Expert**: Multi-timeframe EMA alignment analysis
• **Momentum Expert**: RSI/MACD/Stochastic confluence with consistency filters
• **Volume Expert**: Proprietary volume pressure + OBV confirmation
• **Volatility Expert**: Bollinger Band mean reversion opportunities
• **Structure Expert**: Adaptive pivot-based support/resistance detection
## How It Works
The system requires consensus among experts, with an **adaptive threshold** based on market volatility:
| Volatility Regime | ATR/Close | Votes Required |
|-------------------|-----------|----------------|
| Low Volatility | <1% | 2+ |
| Normal Markets | 1-2% | 3+ |
| High Volatility | >2% | 4+ |
This dynamic adjustment prevents overtrading in choppy conditions while maintaining responsiveness during strong trends.
## Key Features
### Signals
• **Visual entry points** with strength percentage (60% = 3/5 experts agree)
• **Adaptive thresholds** that adjust to market conditions
• **Multi-expert consensus** reduces false signals
### Risk Control
• **Dynamic stop-loss/take-profit** based on ATR
• **Regime-adjusted targets** (±50% in volatile markets)
• **Visual SL/TP lines** with exact price labels
### Analytics
• **Real-time vote panel** showing each expert's stance
• **Performance tracking** with win rate and P/L
• **Market regime indicator** (Trending/Ranging/Volatile)
• **Light Mode** for better performance on slower systems
## How to Use
1. **Apply ECS** to a liquid instrument on 15m-4H timeframe (best: 1H)
2. **Wait for signal** - green ▲ for long, red ▼ for short with strength %
3. **Verify votes** - check panel to see which experts agree
4. **Execute trade** using the displayed SL/TP levels
5. **Monitor regime** - be cautious if market regime changes
### Quick Start Settings
• **Standard Trading**: Use defaults (3 votes, adaptive mode ON)
• **Conservative**: Increase to 4 votes minimum
• **Aggressive**: Reduce to 2 votes, tighten stops
## Important Limitations
• **Chart Types**: Not compatible with Renko/Heikin-Ashi
• **Volume Data**: Requires reliable volume (forex pairs may underperform)
• **News Events**: Signals may lag during gaps/major announcements
• **Processing**: Heavy calculations - use Light Mode if needed
## Settings Guide
**Ensemble Controls**
• `Minimum Votes` (default: 3): Base threshold before volatility adjustment
• `Adaptive Mode` (default: ON): Auto-adjusts threshold by market volatility
**Visual Options**
• `Vote Panel`: Live expert voting display
• `Performance Stats`: Win rate and trade tracking
• `Light Mode`: Disables heavy visuals for speed
**Risk Parameters**
• `Stop Multiplier` (default: 2.0): ATR multiple for stop-loss
• `TP Multiplier` (default: 3.0): ATR multiple for take-profit
• `Dynamic TP` (default: ON): Adjusts targets by market regime
## Troubleshooting
**Too few signals?**
→ Lower minimum votes or check if market is ranging
**Indicator running slow?**
→ Enable Light Mode, disable performance tracking
**Weird volume votes?**
→ Verify your symbol has accurate volume data
## Technical Concepts
The ensemble approach mimics **Random Forest algorithms** where multiple decision trees vote on outcomes. By requiring agreement among experts using orthogonal methodologies, ECS filters out signals that would fail under different market lenses. The adaptive threshold addresses fixed-parameter weakness by dynamically adjusting selectivity based on volatility.
• Adaptive pivot lookback for dynamic structure detection
• Safe volume pressure calculation preventing division errors
• Momentum consistency filter reducing choppy false signals
• Unified dashboard merging vote panel + performance stats
• Regime-based dynamic take-profit adjustment
*Educational indicator demonstrating ensemble methods in Pine Script. No guarantee of future performance. Always use proper risk management and position sizing.*
EMA with ColoringDescription:
The "EMA with Coloring" indicator plots a customizable Exponential Moving Average (EMA) on the price chart, with its color dynamically changing based on the Ichimoku Cloud's trend signals. This tool helps traders identify trend direction and potential trading opportunities by combining the simplicity of an EMA with the robust trend analysis of the Ichimoku system. The EMA changes color to reflect bullish (uptrend), bearish (downtrend), or neutral (in-cloud) market conditions, making it easier to spot trend shifts and trade setups.
How It Works:
EMA Calculation: The indicator calculates an EMA based on the user-defined period (default: 9). The EMA is plotted directly on the price chart, overlaying candlesticks or bars.
Ichimoku Coloring Logic: The EMA’s color is determined by an underlying Ichimoku Cloud system:
Green (Uptrend): When the price is above the Ichimoku Cloud and bullish conditions are confirmed (e.g., Conversion Line above Base Line and rising momentum).
Red (Downtrend): When the price is below the Ichimoku Cloud and bearish conditions are confirmed (e.g., Conversion Line below Base Line and falling momentum).
ATR Whipsaw Protection: The indicator uses an Average True Range (ATR) filter to reduce false signals during choppy markets, ensuring more reliable trend identification.
Customizable Settings:
EMA Length: Adjust the period of the EMA (default: 9) to make it more or less sensitive to price changes.
Uptrend/Downtrend Colors: Choose from Green, Red, or Blue for the EMA’s color in bullish or bearish conditions.
Transparency: Set the EMA’s opacity (default: 0, fully opaque) for better visibility on the chart.
How to Trade It:
Trend Identification:
Bullish (Green EMA): Indicates a strong uptrend. Look for buying opportunities when the EMA turns green, especially if the price is above the cloud and the EMA is sloping upward.
Bearish (Red EMA): Indicates a strong downtrend. Consider selling or shorting when the EMA turns red, particularly if the price is below the cloud and the EMA is sloping downward.
Neutral (Gray EMA): Signals a range-bound market. Avoid trend-based trades and consider range trading or waiting for a breakout.
Entry Signals:
Long Entry: Enter a buy trade when the EMA changes from gray or red to green, and the price breaks above a recent high or key resistance, confirming bullish momentum.
Short Entry: Enter a sell/short trade when the EMA changes from gray or green to red, and the price breaks below a recent low or key support, confirming bearish momentum.
Exit Signals:
Exit long trades when the EMA turns gray or red, indicating a potential trend reversal or consolidation.
Exit short trades when the EMA turns gray or green, suggesting the downtrend may be weakening.
Risk Management:
Use stop-losses below recent swing lows (for longs) or above swing highs (for shorts) to protect against unexpected reversals.
Combine with support/resistance levels, candlestick patterns, or other indicators (e.g., RSI, MACD) for confirmation.
Tips:
Adjust the EMA length to suit your trading style: shorter periods (e.g., 5–10) for scalping/day trading, longer periods (e.g., 20–50) for swing trading.
Test the indicator on your preferred timeframe and asset to optimize settings.
Settings:
EMA Settings:
EMA Length: Default is 9. Increase for smoother trends, decrease for more sensitivity.
EMA Color Settings:
Uptrend EMA Color: Choose Green, Red, or Blue (default: Green) for bullish conditions.
Downtrend EMA Color: Choose Green, Red, or Blue (default: Red) for bearish conditions.
EMA Color Transparency: Default is 0 (fully opaque). Adjust to 10–100 for partial transparency if needed.
Notes:
Best used on timeframes where trends are clear (e.g., 1H, 4H, Daily).
The Ichimoku logic runs in the background with fixed parameters optimized for reliability, so only the EMA and color settings are adjustable.
Always backtest and practice on a demo account before using in live trading.
