OPEN-SOURCE SCRIPT
Kernel Envelope
Kernel Envelope is a non-repainting dynamic band system designed to identify price overextension, trend exhaustion, volatility expansion, and high-probability reversal points.
Using a kernel-based smoothing technique, the indicator builds adaptive upper and lower envelopes that respond fluidly to market structure while maintaining exceptional stability for systematic trading.
These envelopes form the core of the system and allow traders to:
Detect bullish rebounds from the lower band
Detect bearish rejections from the upper band
Filter trend-following entries using volatility context
Identify zones where price is statistically stretched
Highlight exhaustion points during impulsive moves
The indicator also includes an integrated pivot-based trendline engine, which draws dynamic support and resistance levels derived from structural highs and lows.
These lines auto-extend forward and include breakout alerts, making them ideal for breakout traders, liquidity hunters, and structure-based strategies.
Key Features
Fully non-repainting envelope calculation
Adaptive smoothing responsive to market volatility
Clean gold/silver visual theme for maximum clarity
Glow-style rendering for enhanced band visibility
Automatic trendline generation using pivot points
Breakout alerts for upper and lower trendlines
Rebound and rejection alerts on envelope interaction
Works on all markets and timeframes
Whether you trade reversals, breakouts, or trend continuation setups, Kernel Envelope provides a reliable, low-noise framework for identifying high-quality trade signals.
Acknowledgment
This indicator is inspired by the original Nadaraya-Watson Envelope by LuxAlgo, whose work served as the foundation for further research and development.
Follow Me on X
For more indicators, updates, automated strategies, and educational content, you can follow me here:
X (Twitter): x.com/Lionlabsystem
Using a kernel-based smoothing technique, the indicator builds adaptive upper and lower envelopes that respond fluidly to market structure while maintaining exceptional stability for systematic trading.
These envelopes form the core of the system and allow traders to:
Detect bullish rebounds from the lower band
Detect bearish rejections from the upper band
Filter trend-following entries using volatility context
Identify zones where price is statistically stretched
Highlight exhaustion points during impulsive moves
The indicator also includes an integrated pivot-based trendline engine, which draws dynamic support and resistance levels derived from structural highs and lows.
These lines auto-extend forward and include breakout alerts, making them ideal for breakout traders, liquidity hunters, and structure-based strategies.
Key Features
Fully non-repainting envelope calculation
Adaptive smoothing responsive to market volatility
Clean gold/silver visual theme for maximum clarity
Glow-style rendering for enhanced band visibility
Automatic trendline generation using pivot points
Breakout alerts for upper and lower trendlines
Rebound and rejection alerts on envelope interaction
Works on all markets and timeframes
Whether you trade reversals, breakouts, or trend continuation setups, Kernel Envelope provides a reliable, low-noise framework for identifying high-quality trade signals.
Acknowledgment
This indicator is inspired by the original Nadaraya-Watson Envelope by LuxAlgo, whose work served as the foundation for further research and development.
Follow Me on X
For more indicators, updates, automated strategies, and educational content, you can follow me here:
X (Twitter): x.com/Lionlabsystem
Open-source script
In true TradingView spirit, the creator of this script has made it open-source, so that traders can review and verify its functionality. Kudos to the author! While you can use it for free, remember that republishing the code is subject to our House Rules.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.
Open-source script
In true TradingView spirit, the creator of this script has made it open-source, so that traders can review and verify its functionality. Kudos to the author! While you can use it for free, remember that republishing the code is subject to our House Rules.
Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.