Kalman Hull Trend Score [BackQuant]Kalman Hull Trend Score
Overview
Kalman Hull Trend Score is a trend-strength and regime-evaluation indicator that combines two ideas, Kalman filtering and Hull-style smoothing, then measures persistence of that filtered trend using a rolling score. The goal is to produce a cleaner, more stable trend read than typical moving average tools, while still reacting fast enough to be practical in live markets.
Instead of treating a moving average as a simple line you cross, this indicator turns the filtered trend into an oscillator-like score that answers: “Is the smoothed trend consistently progressing, or is it stalling and degrading?”
Core idea
The indicator is built from two components:
A Kalman-based smoothing engine that estimates price state and reduces noise adaptively.
A Hull-style construction that uses multiple Kalman passes to create a responsive, low-lag trend filter.
Once the Kalman Hull filter is built, a persistence score is calculated by comparing the current Kalman Hull value to many past values. The result is a trend score that rises in sustained trends and compresses or flips during deterioration.
Why Kalman instead of standard smoothing
Traditional moving averages apply fixed smoothing rules regardless of market conditions. A Kalman filter behaves differently, it is designed to estimate an underlying state in noisy data, adjusting how much it “trusts” new price information versus prior estimates.
This script exposes that behavior through two key controls:
Measurement Noise: how noisy the observed price is assumed to be.
Process Noise: how much the underlying state is allowed to evolve from bar to bar.
Together, these settings let you tune the balance between smoothness and responsiveness without relying on blunt averaging alone.
Kalman filter mechanics (conceptual)
Each update cycle follows the classic structure:
Prediction: assume the state continues, and expand uncertainty by process noise.
Update: compute Kalman Gain, then blend the new price observation into the estimate.
Correction: reduce uncertainty based on how much the filter accepted the new information.
When measurement noise is higher, the filter becomes more conservative, smoothing harder. When process noise is higher, the filter adapts faster to regime changes, but can become more reactive.
Check out the original script:
Kalman Hull construction
The “Hull” component is not a standard HMA built from WMAs. Instead, it recreates the Hull idea using Kalman filtering as the smoothing primitive. The structure follows the same intent as HMA, reduce lag while keeping the line smooth, but does it with Kalman passes:
Apply Kalman smoothing over multiple effective lengths.
Combine them using the Hull-style weighting logic.
Run the combined output through another Kalman pass to finalize smoothing.
The result is a Kalman Hull filter that aims to track trend with less jitter than raw price, and less lag than slow averages.
Another Kalman Hull with Supertrend
Trend scoring logic
The trend score is computed by comparing the current Kalman Hull value to past Kalman Hull values over a fixed lookback range (1 to 45 bars in this script):
If current kalmanHMA > kalmanHMA , add +1
If current kalmanHMA < kalmanHMA , add -1
This produces a persistence score rather than a simple direction signal. Strong trends where the filter keeps advancing will accumulate positive comparisons. Weak trends, chop, or reversals will cause the score to flatten, decay, or flip negative.
Interpreting the score
Read the score as trend conviction and persistence:
High positive values: bullish persistence, the filtered trend is progressing consistently.
Low positive values: trend exists but is fragile, progress is slowing.
Near zero: indecision, range behavior, frequent challenges to structure.
Negative values: bearish persistence or sustained deterioration in the filtered trend.
The rate of change matters:
Score expansion suggests trend is gaining traction.
Score compression often signals consolidation or exhaustion.
Fast flips usually accompany regime transitions.
Signal thresholds and regime transitions
User-defined thresholds convert the score into regimes:
Long threshold: score must exceed this level to confirm bullish persistence.
Short threshold: a crossunder of the score triggers bearish regime transition.
This is intentionally conservative. Long bias is maintained while the score holds above the long threshold. Short transitions are event-triggered on breakdown via crossunder, helping avoid constant flipping during minor noise.
Signals are only plotted on regime changes (first bar of the flip), keeping them clean for alerts and backtests.
Visual presentation
The indicator provides multiple layers depending on how you want to use it:
Kalman Hull Trend Score oscillator, color-coded by active regime.
Optional Kalman Hull filter plotted on the price chart for structure context.
Optional threshold reference lines for quick regime mapping.
Optional candle coloring and background shading for instant readability.
You can run it as a pure score panel or as a combined panel + on-chart trend overlay.
How to use in practice
Trend filtering
Favor long setups when the score remains above the long threshold.
Reduce directional aggression when score compresses toward zero.
Treat a short-threshold breakdown as a regime risk event, not just a signal.
Trend quality assessment
Rising score supports continuation trades and adds confidence to breakouts.
Flat or falling score warns that trend persistence is fading.
If price trends but score fails to expand, trend may be weak or liquidity-driven.
Trade management
Use the Kalman Hull line as dynamic structure reference on chart.
Use score deterioration to scale out before a full regime flip.
Use regime flips as confirmation for bias shifts rather than prediction.
Tuning guidelines
Measurement Noise
Higher: smoother filter, fewer false shifts, slower to adapt.
Lower: more responsive, more sensitive to microstructure noise.
Process Noise
Higher: adapts quicker to sudden changes, but can become twitchy.
Lower: steadier state estimate, but slower during sharp regime transitions.
A practical approach is to first tune measurement noise until the Kalman Hull line matches the “clean trend structure” you want, then adjust process noise to control how quickly it reacts when the regime genuinely changes.
Summary
Kalman Hull Trend Score transforms a Kalman-based Hull-style trend filter into a quantified persistence oscillator. By combining adaptive Kalman smoothing with low-lag Hull logic and a rolling comparison score, it provides a cleaner read on trend quality than basic moving averages or single-condition trend tools. It is best used as a regime filter, trend strength gauge, and structure-aware trade management layer.
อินดิเคเตอร์และกลยุทธ์
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KCP Pivot TrendLine [Dr.K.C.Prakash]KCP Pivot TrendLine automatically plots non-repainting trendlines by connecting confirmed pivot highs and pivot lows.
It helps identify trend direction, support, and resistance, with optional display of only the latest trendline for a clean chart.
Best suited for market structure analysis and swing trading.
Money Flow Index (MFI) w/ Multi Time Frame DivergencesBack color MTF
Money Flow Index (MFI) w/ Multi Time Frame Divergences
Big Trend Catcher: Dual-Gate EMA & ATR Trailing Swing TraderThe Big Trend Catcher: Long-Only Progressive Swing System
OVERVIEW
The Big Trend Catcher is a high-conviction, long-only swing trading strategy designed to identify and ride sustained market moves. Unlike traditional trend-following systems that often get "chopped out" during sideways consolidation, this strategy utilizes a Dual-Gate Filter to ensure you only enter when short-term momentum and the long-term trend are in total alignment.
It is specifically tuned for high-growth stocks and ETFs where capturing the lion’s share of a multi-week or multi-month move is the primary objective.
CORE LOGIC: THE DUAL-GATE SYSTEM
To maintain a high quality of entries, the strategy requires a "confirmed launch" through two distinct filters:
The Momentum Gate (20 EMA): Identifies immediate price acceleration and volume-backed impulse.
The Long-Term Gate (100 EMA): Acts as the ultimate trend filter. The script utilizes a "Signal Memory" logic—if an impulse happens while price is still below the 100 EMA, the trade is held in a "Pending" state. The entry only triggers once the price closes firmly above the 100 EMA.
Goal: This prevents "bottom fishing" in established downtrends and keeps you in cash during sideways "death loops" when the long-term direction is unclear.
KEY FEATURES
1. Progressive Pyramiding (Scale-In)
The biggest profits in swing trading are often made by adding to winners. This system features two automated scale-in triggers:
Velocity Adds (VOLC): Adds to the position if the stock is up >10% and moving with rising momentum, allowing you to build a larger position as the trend proves its strength.
Pullback Adds: Adds to the position when the price tests the 20 EMA and holds, allowing you to buy the "dip" within a healthy uptrend.
2. The Phoenix Re-Entry
This logic is designed to catch "V-shaped" recoveries. If the strategy exits on a trend break but the price aggressively reclaims the 20 EMA on massive volume shortly after, it re-enters the trade. This ensures you aren't left behind during the second leg of a major run after a temporary shakeout.
3. Iron-Floor ATR Exit
We use a 3.5x ATR Trailing Stop combined with the 100 EMA. This wider-than-average "breathing room" is designed to keep you in for significant gains while ignoring the minor daily volatility that often shakes out traders with tighter stops.
HOW TO USE
Best Timeframes: Daily (D) is recommended for identifying major cycles, but it can be applied to the 4-Hour (4H) for more active swing trading.
Settings:
* 20 EMA: Your short-term momentum guide.
* 100 EMA: Your long-term trend guide.
* ATR Multiplier: Set to 3.5 for maximum "trend hugging."
SUMMARY OF VISUALS
Blue Line (100 EMA): The Long-Term Trend.
Yellow Line (20 EMA): The Short-Term Momentum.
Red Stepped Line: Your ATR Trailing Floor (The "Iron Floor").
Lime Triangle: Initial Trade Entry.
Blue/Orange Shapes: Progressive Scale-in points.
Multi-Filter Profit MaximizerDescription : This script is a trend-following system designed to maximize profits by capturing extended trends while filtering out market noise. It integrates four core components:
SuperTrend (Customized): Acts as a dynamic trailing stop and trend baseline.
ADX Filter: Ensures signals only occur during active volatility to avoid choppy markets.
CVD (Cumulative Volume Delta): Validates the price movement with actual volume flow.
Stochastic Momentum: Pinpoints high-probability entry entries within the trend.
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How to Use This Indicator (Profit Maximization Manual)
This indicator is designed to prioritize **“win rate” and “price range”** over the number of entries.
Market Environment Recognition (Background & Lines):
Green background & green line: An uptrend. Focus solely on long positions.
Red background & red line: A downtrend. Focus solely on short positions.
EMA 200 (Orange Line): The iron rule is to go long if the candlestick is above this line, and short if it's below.
Entry (BUY / SELL Signals):
Enter when the BUY or SELL label appears.
This is the moment when the “trend direction,” “momentum via ADX,” “fund flow via CVD,” and “timing via Stochastic” all align perfectly.
Profit Maximization Exit (Most Critical):
Stop Loss (SL): Exit immediately if the candle body breaks below the green (or red) SuperTrend line right after entry. No hesitation.
Take Profit (TP):
Method A (Trend Riding): Hold until the SuperTrend line changes color. If a major trend emerges, this can yield tremendous profits.
Method B (Conservative Approach): Take half the profit at roughly a 1:2 risk-reward ratio, then hold the remainder aligned with the SuperTrend.
Why This is “The Best”
Many indicators get whipped back and forth in range-bound markets, spitting out profits. It's coded to generate absolutely no signals when ADX < 20 (weak market). Furthermore, using SuperTrend as the stop-loss line forces a structure that comes closest to the Holy Grail of trading: **“Small losses, unlimited profits as long as the trend continues.”**
6 Moving Averages (SMA, WMA, EMA etc.)6 Moving Averages is a simple and flexible overlay indicator that lets you plot up to six moving averages on the price chart. Each moving average can be customized by type (SMA, EMA, WMA, etc.), length, color, and visibility, making it ideal for trend analysis, dynamic support and resistance, and moving-average confluence across any market or timeframe.
ATR + STRAT Dashboard (LAST + DIR + REV) + Est MovesATR + STRAT Dashboard is a multi-timeframe market structure indicator built around The Strat and ATR context. It summarizes higher-timeframe control (buyers vs sellers), highlights key Strat conditions (inside/outside/2-1-2 style transitions), and flags common reversal candles (hammer / shooting star style signals) to help spot potential turns. It also includes ATR-based context and estimated move guidance so you can quickly gauge whether price has “room” to run or is extended.
What it shows
MTF Dashboard: quick read of trend/control across multiple timeframes
Direction/Control: color-based bias (buyers vs sellers in charge)
Reversal Flags: highlights reversal-style candles for awareness (not guaranteed)
ATR Context + Estimated Moves: volatility-based framework for targets/expectations
Non-repainting HTF behavior: designed to use closed higher-timeframe bars to reduce repaint surprises
Note: This tool is for structure + context, not trade signals by itself. Always confirm with your plan/risk management.
Dual EMA (9 & 16) Customizable 📈 Dual EMA Indicator (Customizable & Preset Based)
The Dual EMA Indicator is a simple yet powerful trend-following tool that plots two Exponential Moving Averages (EMAs) on the price chart. It is designed for scalpers, intraday traders, and swing traders who rely on EMA crossovers and trend direction for decision-making.
This indicator allows full customization of both EMAs, including length, color, source, line width, and offset. Users can also enable or disable each EMA individually, keeping the chart clean and focused.
To make trading faster and easier, built-in preset EMA combinations such as 5–9, 9–21, and 16–34 are provided, which are commonly used for scalping and trend trading. A Custom mode is also available for traders who prefer their own EMA settings.
🔑 Key Features
Two EMAs in a single indicator
Preset EMA pairs for scalping and intraday trading
Fully customizable EMA lengths and sources
Change colors, line width, and offset
Enable/disable each EMA with a checkbox
Clean and lightweight with no lag
📊 How to Use
Fast EMA above Slow EMA → Bullish trend
Fast EMA below Slow EMA → Bearish trend
EMA crossovers can be used for entry and exit confirmation
Works well on 1m, 3m, 5m, 15m, and higher timeframes
This indicator is ideal for traders who want a simple, flexible, and reliable EMA setup without cluttering their charts.
Daily Opens (Today/Yesterday/Prev Week)Market open markers for Volume profile traders, Marks Current Day open, Previous Day open, Previous Week open.
Statistical Probability Entry & ExitWHAT THIS INDICATOR WILL DO
This indicator will:
✅ Identify market direction
✅ Analyze the last 2–5 candles statistically
✅ Trigger BUY / SELL signals when continuation probability is high
✅ Trigger EXIT signals when probability collapses
✅ Be fast, made for 1-minute NQ trading
✅ Avoid laggy indicators (no RSI, MACD spam)
CORE LOGIC (HOW PROBABILITY IS ESTIMATED)
We estimate probability using conditional continuation logic:
Bullish continuation is likely when:
Price is above EMA (trend bias)
Last candles show:
Higher closes
Strong bodies (not wicks)
Volume expands in direction of move
Momentum doesn’t stall (no large opposite candle)
Same logic inverted for shorts.
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EMA 9/24/50/100/200 with Labels on chart lines This Pine Script® v6 indicator plots five distinct Exponential Moving Averages (EMAs) onto a single trading chart to help identify trend direction and momentum. By calculating the 9, 24, 50, 100, and 200-period averages, the script allows you to visualize short-term price action alongside long-term support and resistance levels. It uses a color-coded hierarchy and varying line thicknesses to make the different timeframes easy to distinguish at a glance.
with labels on the lines
EMA 9/24/50/100/200 v6This Pine Script® v6 indicator plots five distinct Exponential Moving Averages (EMAs) onto a single trading chart to help identify trend direction and momentum. By calculating the 9, 24, 50, 100, and 200-period averages, the script allows you to visualize short-term price action alongside long-term support and resistance levels. It uses a color-coded hierarchy and varying line thicknesses to make the different timeframes easy to distinguish at a glance.
ATR Bands over 50D SMA ($ method)This indicator does NOT conform to Jeff Sun's methodology. It is published for educational purposes only. It is offered as-is, with no warranty of suitability or accuracy. The reality is, this was just a detour that let me to developing my other indicator.
Extreme Streak Leaderboard (Top 7)This script ranks the Top 7 consecutive decline streaks over 5 years (1825 days). It precisely tracks start dates, percentage drops, and subsequent rebound strength via a clean table, helping traders identify historical oversold patterns and high-probability reversal opportunities based on extreme price action."
Strat Master FTFC v1Setup Ready alert fires on the close of the last “setup” candle (the candle right before the entry trigger candle).
Entry alert still fires intrabar when the current candle becomes 2U/2D and takes out the trigger.
Below is the fully updated, compiling Pine v5 script with:
All your reversal patterns
Real FTFC (0–3) + flip alerts
Calls/Puts bias + strike
Gap-safe takeout (no crossover)
NEW: Setup Ready alerts for every pattern (bar-close only)
Signal Architect Stop-Hunt ProxySignal Architect™ — Developer Note
These daily posts are intentional.
They are designed to help potential users visually observe consistency—not just in outcomes, but in process—across multiple futures products, market conditions, and timeframes, using the Stop Hunt Indicator alongside my proprietary Signal Architect™ framework.
The goal is simple:
To show how structure, behavior, and probability repeat—every day—despite a constantly changing market.
If you follow these posts over time, you will begin to recognize that:
• The same behaviors appear across different futures contracts
• The same reactions occur on multiple timeframes
• The same structural traps and stop events repeat regardless of volatility regime
That consistency is not coincidence.
Consistency is the signal.
Over time, that consistency should become familiar—
and familiarity should become your edge.
________________________________________
🧠 What You’re Seeing (And Why It Matters)
This indicator includes a limited visual preview of a proprietary power signal I have personally developed and refined across:
• Futures
• Algorithmic trading systems
• Options structure
• Equity market behavior
Every tool I release is built around one core principle:
Clarity of direction without over-promising or over-fitting.
That is why all Signal Architect™ tools emphasize:
• Market structure first
• High-probability directional context
• Clear, visual risk framing
• No predictive claims
• No curve-fit illusions
What you see publicly is not the full system—only controlled, educational previews meant to demonstrate how structure and probability align in real markets.
________________________________________
📊 Background & Scope
Over the years, I have personally developed 800+ programs, including:
• Equity systems
• Futures strategies
• Options structure tools
• Dividend & income frameworks
• Portfolio construction and allocation logic
This includes 40+ Nasdaq-100 trading bots, several operating under extremely strict rule-sets and controlled deployment conditions.
Nothing shared publicly represents my complete internal framework.
Public posts exist for education, observation, and pattern recognition—not signals, not advice, and not promises.
________________________________________
🤝 For Those Who Find Value
If these daily posts help you see the market more clearly:
• Follow, boost, and share my scripts, Ideas, and MINDS posts
• Feel free to message me directly with questions or build requests
• Constructive feedback and collaboration are always welcome
For traders who want to go deeper, optional memberships may include:
• Additional signal access
• Early previews
• Occasional free tools and upgrades
🔗 Membership & Signals:
trianchor.gumroad.com
________________________________________
⚠️ Final Note
Everything published publicly is educational and analytical only.
Markets carry risk.
Discipline, patience, and risk management always come first.
Watch the consistency.
Study the structure.
Let the market repeat itself.
— Signal Architect™
________________________________________
🔗 Personally Developed GPT Tools
• AuctionFlow GPT
chatgpt.com
• Signal Architect™ Gamma Desk – Market Intelligence
chatgpt.com
• Gamma Squeeze Watchtower™
chatgpt.com
Signal Architect Stop-Hunt ProxySignal Architect™ — Developer Note
These daily posts are intentional.
They are designed to help potential users visually observe consistency—not just in outcomes, but in process—across multiple futures products, market conditions, and timeframes, using the Stop Hunt Indicator alongside my proprietary Signal Architect™ framework.
The goal is simple:
To show how structure, behavior, and probability repeat—every day—despite a constantly changing market.
If you follow these posts over time, you will begin to recognize that:
• The same behaviors appear across different futures contracts
• The same reactions occur on multiple timeframes
• The same structural traps and stop events repeat regardless of volatility regime
That consistency is not coincidence.
Consistency is the signal.
Over time, that consistency should become familiar—
and familiarity should become your edge.
________________________________________
🧠 What You’re Seeing (And Why It Matters)
This indicator includes a limited visual preview of a proprietary power signal I have personally developed and refined across:
• Futures
• Algorithmic trading systems
• Options structure
• Equity market behavior
Every tool I release is built around one core principle:
Clarity of direction without over-promising or over-fitting.
That is why all Signal Architect™ tools emphasize:
• Market structure first
• High-probability directional context
• Clear, visual risk framing
• No predictive claims
• No curve-fit illusions
What you see publicly is not the full system—only controlled, educational previews meant to demonstrate how structure and probability align in real markets.
________________________________________
📊 Background & Scope
Over the years, I have personally developed 800+ programs, including:
• Equity systems
• Futures strategies
• Options structure tools
• Dividend & income frameworks
• Portfolio construction and allocation logic
This includes 40+ Nasdaq-100 trading bots, several operating under extremely strict rule-sets and controlled deployment conditions.
Nothing shared publicly represents my complete internal framework.
Public posts exist for education, observation, and pattern recognition—not signals, not advice, and not promises.
________________________________________
🤝 For Those Who Find Value
If these daily posts help you see the market more clearly:
• Follow, boost, and share my scripts, Ideas, and MINDS posts
• Feel free to message me directly with questions or build requests
• Constructive feedback and collaboration are always welcome
For traders who want to go deeper, optional memberships may include:
• Additional signal access
• Early previews
• Occasional free tools and upgrades
🔗 Membership & Signals:
trianchor.gumroad.com
________________________________________
⚠️ Final Note
Everything published publicly is educational and analytical only.
Markets carry risk.
Discipline, patience, and risk management always come first.
Watch the consistency.
Study the structure.
Let the market repeat itself.
— Signal Architect™
________________________________________
🔗 Personally Developed GPT Tools
• AuctionFlow GPT
chatgpt.com
• Signal Architect™ Gamma Desk – Market Intelligence
chatgpt.com
• Gamma Squeeze Watchtower™
chatgpt.com
