Disclaimer: The indicators and market analyses provided by MomentumQ GmbH do not constitute a financial service, in particular investment advice, an offer or solicitation to buy or sell financial instruments. The information is provided for informational purposes only and does not replace personal advice. Despite careful review, no guarantee is given for accuracy, completeness, or timeliness. Past performance is not an indicator of future results. Investments involve risks, and a total loss of capital invested is possible. Use of the information is at your own risk.

Reversals

MoQ Sniper

Precision reversal and breakout detection with adaptive statistical envelopes.

MoQ Sniper combines the proprietary MARI (Mean Adaptive Reversal Index) with Nadaraya-Watson kernel-regression envelopes and price countdowns to identify high-probability reversal and breakout zones. The envelopes are HTF-aware and band widths adapt dynamically to volatility.

MoQ Sniper Preview

Features

What's Inside MoQ Sniper

MARI (Mean Adaptive Reversal Index)

Proprietary composite reversal score that synthesizes mean-reversion metrics and adjusts sensitivity to the current volatility regime.

Price Countdowns

Tracks sequential directional closes and labels the count on-chart to identify exhaustion and continuation patterns.

Nadaraya-Watson Envelopes

Non-parametric kernel-regression envelopes that provide smooth trend estimates with statistically derived boundaries.

HTF-Aware Analysis

Pulls higher-timeframe volatility and trend context into envelope calculations without requiring manual timeframe switching.

Adaptive Band Widths

Envelope widths expand and contract dynamically based on realized volatility, maintaining statistical validity across all market conditions.

Mean-Reversion Detection

Flags statistically extreme price extensions relative to the kernel-regression mean for high-probability fade entries.

Breakout Identification

Detects sustained momentum beyond envelope boundaries to confirm breakout continuation rather than false breakout traps.

Multi-Timeframe Support

Simultaneously processes data from multiple timeframes to provide layered analysis from scalping to swing perspectives.

Use Cases

Fade overextended moves at Nadaraya-Watson envelope extremes confirmed by MARI readings

Identify breakout continuations when price countdowns exceed statistical exhaustion norms

Filter counter-trend entries using HTF-aware envelope direction on futures and forex

Combine with MoQ MS/OB order blocks for multi-factor confluence reversal setups

Supported Markets

FuturesForexCryptoStocks

MARI — Mean Adaptive Reversal Index

MARI is a proprietary composite index that synthesizes multiple mean-reversion metrics into a single normalized score. When MARI reaches statistically extreme levels, it flags potential reversal zones. Unlike simple overbought/oversold oscillators, MARI adjusts its sensitivity to the current volatility regime.

Nadaraya-Watson Envelopes

The indicator applies Nadaraya-Watson kernel regression to construct smooth, non-parametric trend estimates and wraps them with adaptive-width envelopes. Because the bandwidth parameter is linked to higher-timeframe volatility data, the envelopes widen during expansion phases and contract during consolidation.

Price Countdowns & Breakout Mode

The price countdown module tracks sequential closes in a single direction and labels the count directly on the chart. Extended counts in combination with envelope proximity signal exhaustion, while failed countdowns near the envelope midline can indicate breakout continuation.

Documentation

MoQ Sniper Documentation

Version: V4.1 · License: Mozilla Public License 2.0 · © MomentumQ

1. Overview

MomentumQ Sniper integrates multiple quantitative and technical modules into one visual framework.

It's designed for professional and discretionary traders who want a complete bias and structure map directly on their chart.

Core Features

Nadaraya-Watson Envelopes – adaptive smoothing + dynamic trend channel
Price Countdown Setups – automatic 9-bar exhaustion detection
Moving Average Signals – normalized distance-based turning points
Customizable Moving Averages Stack – short- to long-term structure view
OLS Regression Line – quick trend estimation
Bollinger Bands Module – optional classic volatility view
Dark / Light Mode Support

2. Theme Settings

Dark / Light Mode

Choose between Dark Mode or Light Mode to match your TradingView background.

All text, labels, and signal colors adjust automatically for clarity.

3. Moving Average Signal Engine

Function

This module measures how far price is from its Simple Moving Average (SMA) over a defined period (default = 50 bars) and normalizes that distance to identify potential momentum rotations.

Signals

Bullish (B) – price recovering from below its mean (potential upturn)
Bearish (S) – price retreating from above its mean (potential downturn)

These labels can be toggled with "Show MA Signals." They act as contextual momentum markers — not guaranteed entry/exit signals.

4. Price Countdown Setups

Inspired by quantitative exhaustion logic, this module counts sequences of directional closes.

Conditions

Bullish Setup: Price closes below the close 4 bars ago for 9 consecutive bars.
Bearish Setup: Price closes above the close 4 bars ago for 9 consecutive bars.

When such a streak completes, the bar is highlighted.

Visualization Modes

Shapes – markers (+ or –) above/below bars
Background – subtle background color
Both – display both shapes and background
Off – hide the module

Background mode:

Price Countdown background visualization

Custom background colors (bullish / bearish) are user-defined.

Shapes mode:

This helps you instantly spot exhaustion clusters that may precede reversals.

5. Nadaraya-Watson Envelopes (Trend Model)

The core of Sniper. It applies a Nadaraya-Watson kernel regression to smooth price and draws adaptive envelopes based on volatility.

Main Components

Smoothed NW Line – fair-value estimate of price
Upper and Lower Envelopes – dynamic overbought/oversold zones
Fill Between Bands – optional shaded trend channel
Dynamic Trend Coloring – slope-based (lime = up, red = down)
Bar Re-Coloring (Optional) – color candles by NW trend

1. Smoothed NW Line

2. Upper and Lower Envelopes

3 & 4. Fill Between Bands & Dynamic Trend Coloring

Fill between bands and dynamic coloring on chart

5. Bar Re-Coloring

Adaptive Bandwidth

The smoothing reacts to volatility using ATR or Standard Deviation. When volatility rises, the bandwidth expands; when it contracts, smoothing tightens.

You can control:

Adapt Mode: ATR or StdDev
Adapt Strength: sensitivity
Adapt Lookback: period for baseline

Higher Timeframe Mode

You can compute the entire NW model using a higher timeframe source (e.g., 4H data on a 15m chart). This produces a higher-level directional channel useful for lower-timeframe execution.

Mini-Dashboard

A small table (top-right corner) displays:

"UP" = positive slope
"DOWN" = negative slope

This quick visual cue gives you instant trend bias.

6. NW Signals (Alerts & Markers)

When "Show Signals" is enabled, Sniper can mark events derived from the NW envelopes.

Modes

Reversal Mode – price touches the outer envelope (potential reaction)
Breakout Mode – price breaks through the envelope (potential continuation)

Reversal:

Breakout:

Alerts

Two built-in alert conditions:

NW Long Signal – bullish touch or breakout
NW Short Signal – bearish touch or breakout

You can attach TradingView alerts to receive notifications in real time.

7. Moving Averages Stack

A flexible framework of multiple MAs (5 → 325 periods) with individual visibility and type selection.

Configuration

For each period you can choose:

SMA or EMA
Custom color
Show/hide toggle

Common Use Cases

Short-term (5-10) → micro trend and momentum
Mid-term (20-50) → structure bias
Long-term (100-325) → macro direction

This helps visualize structural alignment (bullish stack vs bearish stack) at a glance.

8. OLS Regression Line

The Ordinary Least Squares (OLS) Regression module fits a linear trend line over a selected number of bars (default 15).

Options

Show Regression Line – displays current slope
Show Intercept Line – displays baseline level

Purpose: Measure near-term direction and strength. Detect acceleration or deceleration phases.

9. Bollinger Bands Module

An optional overlay for traditional 20-period SMA ± 2 standard deviations. When enabled:

Draws upper and lower bands.
Optional color fill for quick volatility context.

This is a familiar complement to the adaptive NW model — allowing comparison between static and adaptive volatility zones.

10. Alerts Summary

Built-in alert conditions:

Bullish Price Countdown – possible upward momentum
Bearish Price Countdown – possible downward momentum
NW Long Signal / Short Signal – interaction with envelopes

These alerts are optional and purely informational.

11. Best Practices

After each update, remove and re-add the indicator to load new settings.
Choose Dark / Light Mode first for consistent colors.
For scalping or intraday trading:
- Enable NW Envelopes + Adaptive Bandwidth.
- Enable Price Countdown.
- Use short MAs (8–30).
For swing or positional work:
- Focus on higher timeframe NW trend and long MAs (50–325).
- Disable extra signals for clarity.

12. Legal Disclaimer

The MomentumQ Sniper indicator and this documentation are provided for educational and informational purposes only. They do not constitute financial advice, investment recommendations, or an offer to buy or sell any financial instrument.

Trading involves substantial risk. Past performance is not indicative of future results. Users are solely responsible for their own decisions and should consult a licensed financial advisor before acting on any analysis.

The MomentumQ Sniper script is licensed under the Mozilla Public License 2.0. Redistribution or modification must comply with that license.

Get Started

MoQ Sniper — free for 14 days

Get full access to the entire MomentumQ indicator suite with a 14-day free trial. No commitment, cancel anytime.

View Pricing→Contact Us

Reversals

MoQ Sniper

Precision reversal and breakout detection with adaptive statistical envelopes.

MoQ Sniper Preview

Features

What's Inside MoQ Sniper

MARI (Mean Adaptive Reversal Index)

Proprietary composite reversal score that synthesizes mean-reversion metrics and adjusts sensitivity to the current volatility regime.

Price Countdowns

Tracks sequential directional closes and labels the count on-chart to identify exhaustion and continuation patterns.

Nadaraya-Watson Envelopes

Non-parametric kernel-regression envelopes that provide smooth trend estimates with statistically derived boundaries.

HTF-Aware Analysis

Pulls higher-timeframe volatility and trend context into envelope calculations without requiring manual timeframe switching.

Adaptive Band Widths

Envelope widths expand and contract dynamically based on realized volatility, maintaining statistical validity across all market conditions.

Mean-Reversion Detection

Flags statistically extreme price extensions relative to the kernel-regression mean for high-probability fade entries.

Breakout Identification

Detects sustained momentum beyond envelope boundaries to confirm breakout continuation rather than false breakout traps.

Multi-Timeframe Support

Simultaneously processes data from multiple timeframes to provide layered analysis from scalping to swing perspectives.

Use Cases

Fade overextended moves at Nadaraya-Watson envelope extremes confirmed by MARI readings

Identify breakout continuations when price countdowns exceed statistical exhaustion norms

Filter counter-trend entries using HTF-aware envelope direction on futures and forex

Combine with MoQ MS/OB order blocks for multi-factor confluence reversal setups

Supported Markets

FuturesForexCryptoStocks

MARI — Mean Adaptive Reversal Index

Nadaraya-Watson Envelopes

Price Countdowns & Breakout Mode

Documentation

MoQ Sniper Documentation

Version: V4.1 · License: Mozilla Public License 2.0 · © MomentumQ

1. Overview

MomentumQ Sniper integrates multiple quantitative and technical modules into one visual framework.

It's designed for professional and discretionary traders who want a complete bias and structure map directly on their chart.

Core Features

Nadaraya-Watson Envelopes – adaptive smoothing + dynamic trend channel
Price Countdown Setups – automatic 9-bar exhaustion detection
Moving Average Signals – normalized distance-based turning points
Customizable Moving Averages Stack – short- to long-term structure view
OLS Regression Line – quick trend estimation
Bollinger Bands Module – optional classic volatility view
Dark / Light Mode Support

2. Theme Settings

Dark / Light Mode

Choose between Dark Mode or Light Mode to match your TradingView background.

All text, labels, and signal colors adjust automatically for clarity.

3. Moving Average Signal Engine

Function

This module measures how far price is from its Simple Moving Average (SMA) over a defined period (default = 50 bars) and normalizes that distance to identify potential momentum rotations.

Signals

Bullish (B) – price recovering from below its mean (potential upturn)
Bearish (S) – price retreating from above its mean (potential downturn)

These labels can be toggled with "Show MA Signals." They act as contextual momentum markers — not guaranteed entry/exit signals.

4. Price Countdown Setups

Inspired by quantitative exhaustion logic, this module counts sequences of directional closes.

Conditions

Bullish Setup: Price closes below the close 4 bars ago for 9 consecutive bars.
Bearish Setup: Price closes above the close 4 bars ago for 9 consecutive bars.

When such a streak completes, the bar is highlighted.

Visualization Modes

Shapes – markers (+ or –) above/below bars
Background – subtle background color
Both – display both shapes and background
Off – hide the module

Background mode:

Custom background colors (bullish / bearish) are user-defined.

Shapes mode:

This helps you instantly spot exhaustion clusters that may precede reversals.

5. Nadaraya-Watson Envelopes (Trend Model)

The core of Sniper. It applies a Nadaraya-Watson kernel regression to smooth price and draws adaptive envelopes based on volatility.

Main Components

Smoothed NW Line – fair-value estimate of price
Upper and Lower Envelopes – dynamic overbought/oversold zones
Fill Between Bands – optional shaded trend channel
Dynamic Trend Coloring – slope-based (lime = up, red = down)
Bar Re-Coloring (Optional) – color candles by NW trend

1. Smoothed NW Line

2. Upper and Lower Envelopes

3 & 4. Fill Between Bands & Dynamic Trend Coloring

5. Bar Re-Coloring

Adaptive Bandwidth

The smoothing reacts to volatility using ATR or Standard Deviation. When volatility rises, the bandwidth expands; when it contracts, smoothing tightens.

You can control:

Adapt Mode: ATR or StdDev
Adapt Strength: sensitivity
Adapt Lookback: period for baseline

Higher Timeframe Mode

You can compute the entire NW model using a higher timeframe source (e.g., 4H data on a 15m chart). This produces a higher-level directional channel useful for lower-timeframe execution.

Mini-Dashboard

A small table (top-right corner) displays:

"UP" = positive slope
"DOWN" = negative slope

This quick visual cue gives you instant trend bias.

6. NW Signals (Alerts & Markers)

When "Show Signals" is enabled, Sniper can mark events derived from the NW envelopes.

Modes

Reversal Mode – price touches the outer envelope (potential reaction)
Breakout Mode – price breaks through the envelope (potential continuation)

Reversal:

Breakout:

Alerts

Two built-in alert conditions:

NW Long Signal – bullish touch or breakout
NW Short Signal – bearish touch or breakout

You can attach TradingView alerts to receive notifications in real time.

7. Moving Averages Stack

A flexible framework of multiple MAs (5 → 325 periods) with individual visibility and type selection.

Configuration

For each period you can choose:

SMA or EMA
Custom color
Show/hide toggle

Common Use Cases

Short-term (5-10) → micro trend and momentum
Mid-term (20-50) → structure bias
Long-term (100-325) → macro direction

This helps visualize structural alignment (bullish stack vs bearish stack) at a glance.

8. OLS Regression Line

The Ordinary Least Squares (OLS) Regression module fits a linear trend line over a selected number of bars (default 15).

Options

Show Regression Line – displays current slope
Show Intercept Line – displays baseline level

Purpose: Measure near-term direction and strength. Detect acceleration or deceleration phases.

9. Bollinger Bands Module

An optional overlay for traditional 20-period SMA ± 2 standard deviations. When enabled:

Draws upper and lower bands.
Optional color fill for quick volatility context.

This is a familiar complement to the adaptive NW model — allowing comparison between static and adaptive volatility zones.

10. Alerts Summary

Built-in alert conditions:

Bullish Price Countdown – possible upward momentum
Bearish Price Countdown – possible downward momentum
NW Long Signal / Short Signal – interaction with envelopes

These alerts are optional and purely informational.

11. Best Practices

After each update, remove and re-add the indicator to load new settings.
Choose Dark / Light Mode first for consistent colors.
For scalping or intraday trading:
- Enable NW Envelopes + Adaptive Bandwidth.
- Enable Price Countdown.
- Use short MAs (8–30).
For swing or positional work:
- Focus on higher timeframe NW trend and long MAs (50–325).
- Disable extra signals for clarity.

12. Legal Disclaimer

The MomentumQ Sniper script is licensed under the Mozilla Public License 2.0. Redistribution or modification must comply with that license.

Get Started

MoQ Sniper — free for 14 days

Get full access to the entire MomentumQ indicator suite with a 14-day free trial. No commitment, cancel anytime.

View Pricing→Contact Us