+ Rate of ChangeNOTE!* If you were using my previous + Rate of Change (and OBV) indicator, I will not be updating that. OBV was moved to my + Breadth & Volume indicator.
This indicator here is basically and updated version of the old indicator, without OBV.
The Rate of Change, or RoC, is a momentum indicator that measures the percentage change in price between the current period and the price n periods ago.
It oscillates above and below a zeroline, basically showing positive or negative momentum.
I applied the OBV's calculation to it, but without the inclusion of volume (also added a lookback period) to see what would happen. I rather liked the result.
I call this the "Cumulative Rate of Change." I only recently realized that this is actually just the OBV without volume, however the OBV does not have a lookback period, and this indicator does.
Doing some more fiddling, I realized that removing both the signum and the volume from the calculation gets you basically a price chart, but calculated as the change in price over n periods. I'm leaving this in because maybe someone discovers they really like having a line chart with moving averages or some other indicator on it to leave their main chart indicator free (giving a more clear look at price action). Can't hurt, right?
Default lookback is set to 1, but play with longer settings (especially if using the traditional RoC, which is by default in TV set to 10, and is nigh on useless at 1--I like 13).
Default source is set to each candle close, but give ohlc4 a look. It smooths out the indicator a bit, and because it's an average of the open, high, low, and close it should give a better idea of what price in general is doing.
Moving averages, Bollinger Bands, Donchian Channels, candle coloring and alerts are my usual additions.
Below are some comparison images of the different indicators wrapped up in here.
Comparison of Cumulative Rate of Change with two different sources. Lookback set to 1.
Cumulative Rate of Change as a price chart, essentially.
And, lastly, the traditional Rate of Change indicator.
스크립트에서 "momentum"에 대해 찾기
Currency Strength Meter (8 Majors) — invincible3
📊 Currency Strength Meter (8 Majors) — Description
The Currency Strength Meter (8 Majors) calculates the relative performance of the major global currencies — USD, EUR, GBP, JPY, AUD, NZD, CAD, CHF — using aggregated logarithmic returns across all major FX pairs. Strength values are normalized on every bar, allowing users to quickly identify the strongest and weakest currencies at any moment in time.
Each currency’s strength is computed from a basket of 7 related currency pairs, smoothed with EMA, converted into z-scores, and finally normalized to a 0–100 scale for easy comparison.
A built-in table displays the real-time strength for all currencies, along with bar-to-bar delta and directional arrows.
🔶 SETTINGS
General
Broker Prefix
Select the broker symbol prefix used for pair requests (e.g., OANDA:, FX_IDC:).
Calculation Timeframe
Timeframe used to calculate the log returns of currency pairs.
Higher timeframes reduce noise, lower timeframes increase sensitivity.
Lookback Bars
Number of bars (on the calculation timeframe) used to measure logarithmic performance.
Smoothing (EMA)
Smooths currency strength with an EMA of selectable length.
Plot Lines
Option to display the normalized strength of each currency (0–100) directly on the chart.
🔹 Strength Meter Table
Show Table
Enables the on-chart strength meter table.
Show ▲▼ Delta Arrows
Displays directional arrows indicating bar-over-bar momentum:
▲ increasing strength
▼ decreasing strength
• neutral
Size
Controls the table text size (Tiny → Huge).
Layout
Shows:
Currency name & flag
Strength (0–100)
Delta (current – previous bar)
🔶 USAGE
This indicator helps traders quickly determine which currencies are strong and which are weak , and how that strength evolves over time.
Because currencies are evaluated relative to one another , trend strength becomes easier to identify across FX pairs.
Use cases include:
Finding strong vs. weak currency pair combinations
Confirming trend continuation or exhaustion
Identifying momentum shifts through the delta column
Spotting early reversals when strength begins to diverge
Comparing currency performance over multiple timeframes
📈 Example Interpretation
If the USD shows:
Strength = 82
Delta = +3 (▲)
…USD is not only strong, but also getting stronger relative to the previous bar.
If AUD shows:
Strength = 22
Delta = -5 (▼)
…AUD is weak and weakening further.
This makes strong/weak pairing intuitive:
Prefer strong vs weak pairs (e.g., USD/AUD if USD strong & AUD weak)
Avoid neutral or mixed-strength pairs
🔶 DETAILS
Currency Strength Calculation
For each currency pair, the indicator calculates the log-return over the selected lookback window.
Each currency aggregates 7 major related pairs to form a composite strength value.
The aggregated value is smoothed using EMA.
All 8 currencies are converted into z-scores, then normalized to a 0–100 scale for cross-sectional comparison.
A bar-to-bar delta is computed to reveal strengthening or weakening momentum.
This structure ensures the indicator remains stable, consistent, and highly responsive for intraday and higher-timeframe trading.
PowerBar (Purple Dot) – Price & Volume Spike📌 Overview
This indicator is inspired by the well-known “Purple Dot” indicator popularized by Manas Arora, designed to help traders identify fast-moving stocks exhibiting strong price and volume momentum.
This indicator flags high-activity bars called "PowerBars" — bars where:
Rate of Change (ROC) is equal to or above a user-defined threshold (default 5%)
Volume is equal to or a user-defined threshold (default 500,000)
These bars are visually marked with purple dots and can serve as a signal of strength, interest, or volatility spike.
🔍 How It Works
The indicator:
Calculates bar-level conditions based on:
ROC >= Threshold (e.g., 5%)
Volume >= Threshold (e.g., 500,000)
Flags qualifying bars with a purple dot below the candle
Aggregates PowerBar count over selectable historical periods (1 week, 1M, 3M, 6M, 9M, 12M)
Displays total PowerBars and total return (%) over the selected time period in a clean visual table
🛠 Features
Purple Dot Plotting: Marks bars where price changes rapidly (based on a user-defined Rate of Change threshold) and where volume exceeds a set minimum, signaling potential momentum bursts.
Flexible Timeframes: Count PowerBars and calculate stock return over selectable lookback periods ranging from 1 week to 12 months, adaptable to various trading styles and markets.
PowerBar Count: Tracks and displays the number of PowerBars within the chosen period, helping quantify momentum frequency.
Return Calculation: Shows the percentage return over the selected time horizon, supporting performance validation.
Customizable Summary Table: On-chart table with dark/light themes, adjustable size, and position offers a clean overview of key metrics.
Dual Modes:
Chart Mode: Ideal for single-stock analysis with visual dot markers and performance stats.
PineScreener Mode: Outputs data suitable for PineScreener scanning.
⚙️ Parameters
ROC Threshold (%): Minimum bar-to-bar price change in percentage to signal a PowerBar (default 5%).
Volume Threshold: Minimum volume for a bar to qualify (default 500,000).
PowerBar and Return Periods: Choose from 1 week up to 12 months.
Visual Customization: Enable/disable purple dots, configure the summary table’s appearance, and select dark or light theme.
Mode Selection: Switch easily between Chart Mode and PineScreener Mode based on use case.
📬 Alerts
Set alerts for PowerBars (purple dots) to get notified when a strong price-volume bar appears.
CDV Momentum WaveDescription:
This indicator visualizes the Cumulative Delta Volume (CDV) as waves, providing traders with insights into the momentum and strength of buying and selling activity. By tracking the cumulative difference between buying and selling pressure, it highlights shifts in market sentiment with color-coded wave patterns.
How to Use:
Spot Momentum:
Green waves signify strong buying pressure, while red waves indicate dominant selling pressure. Blue and orange waves mark transitions or weaker momentum.
Trend Analysis:
Persistent color and direction in waves reflect a strong trend, while frequent shifts may signal reversals or consolidation.
Sensitivity Adjustment:
Use the mul2 setting to fine-tune wave responsiveness for short-term or long-term analysis.
Wave Position Adjustment:
The osx setting adjusts the visual placement of the waves on the chart.
By default (osx = 0), the waves are aligned directly with the candle data they are calculated from.
Increasing osx shifts the waves forward.
Decreasing osx shifts the waves backward.
This tool helps traders detect momentum shifts, confirm trends, and understand volume dynamics in various market conditions.
Weighted Average Volume Depth [QuantraSystems]Weighted Average Volume Depth
Introduction
The Weighted Average Volume Depth (𝓦𝓐𝓥𝓓) indicator is calibrated to provide extensive insights, calculated using volumetric price action and volume depth, and provides dynamic adjustments based upon historical volatility.
This indicator is a valuable asset for traders and investors, aiming to capture trends, measure dynamic volatility, and provide market reversion analysis in a systematic way.
Legend
Volumetric Top Cap: Plotted at y = 0, this line represents the probabilistic maximum value, or ‘cap’ for the signal line. It is colored using a binary color scheme, and indicates the dominant trend direction - green for an uptrend and purple for a downtrend.
Base Line: Calculated using a volume-weighted volatility measurement, this line is used as the benchmark to calculate momentum in the 𝓦𝓐𝓥𝓓 indicator.
Signal Line: The signal line represents the volume and volatility weighted measurements, and oscillates between the Base Line and Top Cap. Its position between these levels provides the depth of insights available in this script.
When the signal line is remaining in close proximity to the base line, this is indicative of a low volatility market environment. These periods are also reflected as muted bar coloring when the ‘Trend Intensity’ setting is enabled.
Conversely, when the signal line approaches, or even breaks above the Top Cap, this is characteristic of an unsustainable trending action - and probabilistically speaking, a reversion or consolation is likely to occur at these levels.
Highlighting: When this setting is enabled, background coloring is applied when the Signal Line breaks above the Top Cap. This highlights green as an oversold zone, and purple as an overbought zone.
Reversal Signals: When price begins to reverse from a zone of overextension, a signal is plotted when this reversion occurs from a high probability zone.
Circle - Shows a possible bullish reversal.
Cross - Shows a possible bearish reversal.
Case Study
In the above image, we showcase three distinct trades in short succession, showcasing the 𝓦𝓐𝓥𝓓’s speed and accuracy under the right conditions.
The first long trade was initiated upon receiving a bullish reversal signal. The trade was then closed after the price experienced a sharp upwards movement - and an overbought signal was indicated by the purple shading.
The second, short trade was entered on the next bar, after a bearish reversal signal was printed by the indicator (a white cross). Similarly, this trade was closed upon the oversold signal.
Once again, a reversal signal was indicated by the 𝓦𝓐𝓥𝓓 indicator. This time a bullish signal (a white circle), and hence a long position was opened. However, this trade was held until a negative trend confirmation (signaled by the Top Cap’s shift in color). This makes apparent the indicator’s flexible nature, and showcases the multiple signaling types available for traders to use.
Recommended Settings
The optimal settings for the 𝓦𝓐𝓥𝓓 indicator will vary upon the chosen asset’s average level volatility, as well as the timeframe it is applied to.
Due to increased volatility levels on lower timeframes, it is recommended to increase the 'Top Cap Multiplier' to take into account the increased frequency of false signals found in these trading environments. The same can be said when used on highly volatile assets - a trader will likely benefit from using a higher 'Top Cap Multiplier.'
On more price-stable assets, as well as any asset on higher timeframes, there is merit to tightening the length of the 'Top Cap Multiplier,' due to the slower nature of price action.
Methodology
The 𝓦𝓐𝓥𝓓 starts with calculating the volume weighted average price and the volume weighted variance - which is the expectation of the squared deviation of a variable from its mean, giving insights into the distribution of trading volume.
Using the volume weighted variance, a standard deviation value is calculated based on user input. This value acts as the ‘Volumetric Top Cap’ - seen in the 𝓦𝓐𝓥𝓓 indicator window as the zero line.
The signal line is calculated as the difference between the current price and the theoretical upper or lower VWAP deviation bands. This line acts as the trigger for identifying prevailing trends and high probability reversal points.
The base line serves as a reference point for historical momentum. It is calculated using an exponential moving average of the lowest signal line values over a defined lookback period. This baseline helps in assessing whether the current momentum is high or low relative to historical norms.
Notes
Bar coloring can be turned off - especially useful when stacking multiple indicators as recommended, or set to 'Trend Intensity,' or 'Binary Trend' (which reflects the top cap coloring).
It is always recommended to never rely on a single indicator - and instead build and test multiple strategies utilizing more than one indicator as confirmation.
TTM Waves ABC ATR AO MOM SQZ//All code picked from many indicators, if you recognize your code, pls comment so people can see your awesome work! I only edited and added them all together so people don't use all their indicator slots. Hope this indicator helps as many people as it can. LFG!!!
AO (Awesome Oscillator) Useful to find potential reversals in trend.
MOM (Momentum) An oscillator that measures momentum.
ATR (Average True Range) Measures the upside and downside from the average price movement occuring. 1 ATR is the general measurement. Many traders use 2ATR to set a stop and 4ATR to set take profit from their entry based on current reading from the ATR.
SQZ ( TTM Squeeze) Measures when bollinger bands have left the interior of the Keltner Channel in an attempt to predict volatility thats about to happen to either side. Green = Move is probably about to happen.
TTM Waves ( Waves A, B, and C) Measure the previous candles to determine chop, positive or negative trends. C measures the previous 30 candles or so, B the last 15 or so, and A measures the last 8 or so. You can use all three or just one. You can sneak in a move if the 2 fastest ones have moved into your preferred area. (Positive or Negative) If the wave is not fully positve or negative then that is probably chop.
-Penguincryptic
CoffeeShopCrypto 3pl MAThe CoffeeShopCrypto 3pl MA indicator is a technical analysis tool that uses three different moving averages to identify trends in the price of an asset. The three moving averages have lengths of 12, 26, and 50. If these numbers sound familiar its because they are based off the standard of the MACD indicator, and can be either simple moving averages (SMA) or exponential moving averages (EMA), depending on user preference.
The following is plotted on the chart
The fast EMA/SMA (based on the 12-period length) in yellow.
The mid EMA/SMA (based on the 26-period length) in gray.
The slow EMA/SMA (based on the 50-period length) in either green or red, depending on whether the current close price is above or below the Overall Trend MA.
In addition to the moving averages, the indicator also calculates the MACD (Moving Average Convergence Divergence), and uses it to color the bars based on the momentum of the asset.
The MACD is calculated using two user-defined lengths (fast and slow), as well as a user-defined smoothing length for the signal line. The oscillator and signal line can be either SMA or EMA, and the colors of the MACD bars are based on whether the histogram is growing or falling, and whether it is above or below the zero line.
Overall, this indicator provides traders with a comprehensive tool for understanding the trend of an asset, as well as the momentum behind that trend. The moving averages provide a clear visual representation of the trend, while the MACD bars give insight into the strength of that trend and potential shifts in momentum.
---------------LONG ENTRY----------------
MA1 above MA2 and Overall trend = Green
IF RSI is above its midline you are confirmed for a long entry
-----------Short Entry--------------
MA1 below MA2 and Overall trend = Red
IF RSI is below its midline you are confirmed for a short entry
RSI Potential Divergence - FontiramisuIndicator showing potential momentum divergences on RSI Momentum.
The problem with the classic divergence is that when the signal appears, it is sometimes too late to enter a trade.
The potential divergence corrects this problem by signaling the beginning of a potential divergence.
RSI is a momentum indicator that offers relevant insights with divergences.
Potential divergences are indicated with the letter B and a red color for Bearish Div or Green color for Bullish Div .
Potential divergence is confirmed when the line and the label "Bear"' or "Bull" appear.
Leading MACD (Expo)Leading MACD (Expo) is designed to anticipate future price action, enabling traders to predict market movements ahead of time. The idea of a leading indicator is that traders can get in before the price move happens and ride the entire trend.
█ Moving average convergence divergence (MACD) is considered one of the most effective momentum and trend-following oscillators. However, the MACD is based on historical price action, making it a lagging indicator. A lagging indicator usually provides signals or insight once the price movement has passed or is in progress. That is why lagging indicators often are used to confirm a price trend or a move. On the other hand, the MACD histogram is more of a leading feature that can act as a sign of future trend changes.
█ The Leading MACD indicator takes all advantages of the traditional MACD and converts it into a fast-moving and leading oscillator that provides real-time insights about potential future price moves. As a result, it gives traders time to analyze a possible upcoming price move before it happens and be prepared for what's coming. However, the leading MACD should be combined with other forms of technical analysis to confirm potential entries and exits.
█ Leading vs. Lagging MACD
The leading MACD looks ahead and helps traders prepare for potential price moves. The traditional (lagging) MACD confirms price action that already has happened. A leading indicator reacts quicker to price changes, while a lagging indicator reacts slower. The different types of MACD have their own advantages and drawbacks, so make sure you understand the leading MACD and see if it fits in with your trading strategy.
█ HOW TO USE
Use the Leading MACD to get insights about potential price changes ahead of time. Get insights about whether a bullish or bearish move is strengthening or weakening. Other common ways are looking for divergences, finding trends, and measuring current momentum.
-----------------
Disclaimer
Copyright by Zeiierman.
The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
Williams %R - SmoothedFrom TradingView's description:
Williams %R (%R) is a momentum-based oscillator used in technical analysis, primarily to identify overbought and oversold conditions. The %R is based on a comparison between the current close and the highest high for a user defined look back period. %R Oscillates between 0 and -100 (note the negative values) with readings closer to zero indicating more overbought conditions and readings closer to -100 indicating oversold. Typically %R can generate set ups based on overbought and oversold conditions as well overall changes in momentum.
What's special?
This indicator adds two additional EMA lines to the original Williams %R indicator. Default EMA lengths are 5 and 13. The result is 2 smoother average lines, which are easier to read.
This indicator includes:
- signals for EMA crosses. EMA crosses can help indicate confirmed trend changes. Default colors are green and red
- signals for trend reversals on the faster EMA line. Default colors are blue and orange
Alerts available for bullish/bearish crossovers and reversals.
Enjoy~~!
Comet Coloring SpaceManBTC Comet Coloring SpaceManBTC
Comet Coloring is a trend coloring tool used to provide additional confluences to trading. Using the tools together on dip entries the color shift can be used to detect a change in trend/show a weakening trend. Green for an uptrend, Red for downtrend and yellow for waning momentum.
Comet Coloring also comes with a guide line for trading, the line itself is not used in the calculation of trend but has its own trend analysis applied to determine an entry point on failures of claiming the line from either side allowing for directional plays long or short. This can be disabled in settings.
The Trend analysis comes in 2 forms, normal and smoothed , smoothed will filter some noise in sacrifice of early detections.
Aggregator is a proprietary determinent of how much data can be referenced, lowering the aggregate is better and produces more accurate results, the downside is load times.
Auto Aggregator is the primary difference by providing its own calculations very different to how previous auto calculations have worked in spacemanbtc indicators, this aggregator is a work in progress but should produce results that can be replicated accross all coins. Doing so allows for chart by chart switching and is useful for anyone who is in need of quick trend analysis.
The benefits of waning momentum , waning momentum was shown to show potential weakness in trend but also give oppurtunity to enter trend on a pull back, it can signify stagnation or minimal decrease in price allowing for a pull back entry on a strong uptrend.
To Do:
Reversion weakness detection is being considered.
Highlight areas where guide line reclaim has failed
+ Rate of Change (and OBV)The Rate of Change, or RoC, is a momentum indicator that measures the percentage change in price between the current period and the price n periods ago. It oscillates above and below a zeroline, basically showing positive or negative momentum. I applied the OBV's calculation to it, but without the inclusion of volume (also added a lookback period) to see what would happen.
Actually what happened was I was looking at hot-rodding the OBV indicator, but then wondered if I could apply the cumulative calculation to another indicator to see what would happen. Not sure why I chose the Rate of Change, but it seemed a neat idea. And it worked! And so I called it the "Cumulative Rate of Change." I only recently realized that this is actually just the OBV without volume, HOWEVER the OBV does not have a lookback period, and its source is the close of each period. Basically, when you look at the calculation for the OBV you'll notice that it's a cumulative measure of the "change" of the closing price against the previous close times the volume. The Rate of Change is basically that measurement over more than one period, excluding the volume, and is not cumulative. Thus the "Cumulative Rate of Change" is basically an OBV without the volume but with the capability to adjust the lookback period.
Anyway, after days and weeks of playing with the indicator pretty infrequently I did decide that I actually really liked it, especially with the addition of moving averages and bollinger bands. So I decided to play with it a bit more.
I added a drop-down menu to include the standard Rate of Change indicator, and then thought I may as well add the OBV too, in case someone might like to compare that to the C-RoC, or just wants an OBV with myriad moving averages and bollinger bands.
By default I have the indicator set to the "C-RoC" and the lookback is set to 1, but play with longer settings (this is pretty much necessary if using the traditional RoC, which is by default set to 10 in TradingView, and is nigh on useless at 1).
I also recommend playing with the source. 'Close' is nice, but 'ohlc4' provides some very nice signals as well, as it follows the price flow for each period completely, filtering the noisiness of 'close' as source.
Hope you guys like this. With the bollinger bands and your preferred moving average settings this can be a powerful tool for re-entering trades in trend, taking profits, determining momentum swings.
MarketSniffer BMarketSniffer B is a custom made indicator made by 2 friends that combined 2 strategies to make 1 indicator. It can detect good moments to buy and sell based on our strategy.
The indicator gives the same signals als marketsniffer A but has a diffrent way of showing it by using a histogram to make the momentum more clear when a buy / sell signal will be printed.
Marketsniffer B can be used in any market since its for a big part based on momentum. Although we recommend using it in the crypto market since it was tested and mainly made for crypto.
How to use it: MarketSniffer B can be used in many ways, own strategies can be made.
Example strategy: Lower timeframes (anything below the 1d) if the price is trading above the yellow 200 EMA, take the buy signals. If its trading below the 200 ema and you see a sell signal then sell / short
Example strategy: Higher timeframes (anything above the 1d) Any timeframe above the 1d, the 200 ema rule doesn't exist. Any buy signals should be good for taking a spot position. The sell signals therfore are NOT short signals but sell signals. Its just points to take profit from the buy signal.
Example strategy: Divergences and trendlines can be drawn on the waves as strategy. This indicator also had a RSI with EMA that can be used for this.
Its recommended to use the small timeframe signals (anything below 1d) for leverage trading. Any signals above 1day timeframe should be spot trading.
This indicator should be used in combination with MarketSniffer A
Use the link on our profile to get acces to this indicator.
Stochastic CandlesA series of up to 28 stochastics oscillators used to form an average stochastic value, which is then used to colour the candles based on the momentum.
Each candle can be coloured one of ten colours and each one represents a position on the stochastic oscillator.
The indicator helps traders to visualise the momentum and helps trend following.
Inputs:
MA: multiple smoothing methods
Theme: multiple colours
Increment: stochastic length start and increments
End: stochastic length end
Smooth: smooth stochastic
UCS_Top & Bottom CandleThis is an experimental Indicator based on Momentum. Picks the Top & Bottom Candle for most Swing. Please post your opinion or suggestion to improve this indicator.
I have not back tested this completely. This is recently developed Indicator.
Ultimate Confluence Oscillator PROUltimate Confluence Oscillator PRO
Multi-indicator momentum confluence with real-time bias, divergence, and expansion detection — all in one oscillator.
Ultimate Confluence Oscillator PRO is a professional-grade momentum indicator that combines RSI, Stochastic, MACD, divergence analysis, and higher-timeframe context into a single, clean oscillator designed for fast, confident decision-making.
Built for crypto, forex, futures, and equities, it helps traders identify when momentum conditions are aligned and when the market is transitioning from compression into expansion.
🔍 What This Indicator Does
Combines RSI, Stochastic, and MACD into a unified confluence framework
Highlights momentum agreement and disagreement across indicators
Detects momentum divergence using both RSI and MACD
Identifies compression → expansion conditions
Incorporates higher-timeframe trend context for directional awareness
📌 Real-Time Momentum HUD (Built-In)
The indicator includes a locked, on-chart information panel that updates in real time:
Current RSI value
Current Stochastic value
Automatic market state classification
Bullish
Bearish
Neutral
This allows traders to instantly evaluate momentum at any candle without switching indicators or performing manual checks.
Hover → Read → Decide.
📈 Signals & Alerts
Confluence-based BUY / SELL markers
Custom alert conditions for:
Strong momentum confluence
RSI divergence
MACD divergence
Alerts are informational and designed to support — not replace — a trading plan.
⚙️ Key Features
Non-repainting logic
Works on all timeframes
Clean visuals optimized for fast decision-making
Fully adjustable inputs
Suitable for scalping, intraday, and swing trading
🎯 Best Use Cases
Momentum confirmation before entries
Filtering low-quality setups in choppy markets
Identifying early expansion after consolidation
Aligning lower-timeframe trades with broader momentum context
⚠️ Disclaimer
This indicator is a technical analysis tool and does not provide financial advice. Always use proper risk management and your own trading plan.
Quantum Algo Matrix Quantum Algo Matrix
Multi-Layer Market Intelligence
🔹 Overview
Quantum Algo Matrix is a multi-dimensional market analysis system designed to identify high-probability reversal and continuation zones by combining momentum, volatility, trend structure, multi-timeframe correlation, and AI-based confirmation into a single, coherent framework.
Instead of relying on a single indicator, this script cross-validates signals across independent methodologies, significantly reducing noise and false positives.
It is best suited for active traders, swing traders, and systematic traders who value confirmation, structure, and context over single-trigger signals.
🧠 Core Components & How They Work Together
1️⃣ WaveTrend Engine (Market Structure & Extremes)
At the heart of the system lies a WaveTrend oscillator, which identifies overbought and oversold market conditions with multiple graded levels:
Level 1 (L1) → Primary extreme zones
Level 2 (L2) → Secondary confirmation zones
Level 0 (L0) → Extended exhaustion zones beyond normal extremes
Signals are only considered when WaveTrend momentum confirms a structural extreme, ensuring trades are taken where risk-reward is asymmetric, not mid-range.
Visual differentiation (lines, dots, and crosses) clearly communicates signal strength and hierarchy.
2️⃣ WVF – Volatility Reversal Detection
The WVF module tracks volatility expansion and contraction relative to historical extremes:
Identifies panic selling and emotional spikes
Uses percentile-based thresholds, not fixed values
Optional standard deviation & range filters reduce noise
WVF reversal signals are gated by WaveTrend zones, meaning volatility alone is never enough — price must also be in a statistically significant location.
This avoids the common pitfall of chasing volatility in trending or neutral conditions.
3️⃣ Squeeze Momentum (SQZ) – Pressure & Energy Release
The Squeeze Momentum module measures volatility compression vs expansion, highlighting when the market is:
Building pressure (compression)
Releasing energy (expansion)
Unlike traditional implementations, SQZ is scaled to the WaveTrend range, allowing it to visually integrate with the rest of the system.
The result is a clear momentum context that confirms whether a signal occurs:
Into expansion (higher probability)
Or during decay (lower probability)
4️⃣ Multi-Timeframe Correlation (MTF Filter)
One of the most powerful features of Quantum Algo Matrix is its Multi-Timeframe WaveTrend Correlation Filter.
When enabled, the script checks WaveTrend conditions across multiple higher timeframes (user-selectable):
45m
60m
120m
(optional lower / higher frames)
A signal is only validated when current timeframe conditions align with higher-timeframe momentum, ensuring:
Trades are with the broader market context
Lower-timeframe noise is filtered out
Counter-trend signals are reduced
This is especially effective in volatile or choppy markets.
5️⃣ AI SuperTrend Clustering (Advanced Confirmation Layer)
The AI module introduces a machine-learning-inspired clustering approach:
Multiple SuperTrend variations are generated
Their behavior is clustered using K-means logic
Bullish, bearish, and neutral consensus streams are extracted
Output is normalized and scaled to the WaveTrend environment
Rather than predicting price, the AI acts as a confidence validator:
Confirms strength
Filters weak setups
Prevents entries during indecision
This layer dramatically improves signal quality consistency, especially during transitions and regime changes.
🎯 Final Signal Logic (Why It’s Accurate)
A final LONG or SHORT signal is only produced when:
✔ WaveTrend confirms a valid extreme
✔ Volatility (WVF) shows a qualified reversal or memory condition
✔ Momentum (SQZ) supports expansion or pressure release
✔ Multi-Timeframe structure is aligned (optional)
✔ AI consensus confirms directional confidence (optional)
Because each component is independent, the probability of random alignment is low — this is what makes the system robust and statistically sound.
🧩 Customization & Flexibility
Every module can be enabled or disabled
Visuals are clean and user-controlled
Works on all markets (crypto, forex, indices, stocks)
Optimized for intraday to swing timeframes
No repainting logic in signal generation
⚠️ Important Notes
This script is a decision-support system, not a prediction tool.
It is designed to help traders identify high-quality opportunities, manage risk more effectively, and avoid emotional trading.
Always combine with:
Proper risk management
Market structure awareness
Personal trading rules
⭐ Summary
Quantum Algo Matrix is not a single indicator —
it is a complete market intelligence framework.
By blending structure, volatility, momentum, correlation, and AI-based confirmation, it delivers clearer signals, fewer false positives, and stronger contextual awareness across all timeframes.
TradePulse ProTradepulse is a proprietary trading tool that combines a directional signal engine, a trend-adaptive trailing stop system, and a momentum confirmation oscillator into a unified decision framework. Instead of simply stacking separate indicators on a chart, TradePulse integrates these components into a single rules-based system designed to help traders act with structure rather than emotion by identifying conditions where trend and momentum are aligning.
How It Works:
Directional Signals - TradePulse uses a custom price-average model with ATR-based volatility thresholds to detect transitions between bullish and bearish environments. Buy and Sell markers appear only when price strength and volatility conditions confirm a shift. Reducing noise and late entries.
Trend-Adaptive Trailing Stop - A dynamic trailing system combines smoothed moving averages with ATR expansion logic. As price develops, the trailing level adjusts automatically and target projections update based on symmetry extensions. Helping guide structured exits and trade management.
Momentum Confirmation - A proprietary oscillator blends stochastic positioning with center-of-gravity transformation and dual smoothing. It highlights whether momentum aligns with the directional shift, helping traders avoid weaker setups and focus on higher-quality conditions.
Key Features:
- Clear Buy/Sell transitions based on multi-factor confluence
- Adaptive trailing stop + projected targets for structured management
- Momentum filtering to support higher-quality opportunities
- Sensitivity adjustments to suit different markets & styles
TradePulse is original work protected under invite-only access. It is provided for educational and informational purposes only. Trading involves risk, and signals should always be validated with your own analysis and risk management.
Triple Screen System [FlexibleMAs MACD-RSI-ADX]#### Triple Screen System (TSS-FMR)
The TSS-FMR script is a specialized, multi-timeframe confirmation tool built for Swing, Positional Traders, and Longer Term Investors. It is engineered to filter out low-conviction noise by implementing an advanced interpretation of the Elder's Triple Screen strategy, relying on proprietary momentum, volatility, and volume analysis to isolate high-probability setups.
---
#### 🧠 Core Methodology & Logic
The TSS-FMR synthesizes three distinct layers of confirmation to generate signals:
1. Macro Trend & Volatility: Determines the primary trend and overall market condition using configurable EMA+RSI metrics , the script uses Average Directional Index (ADX) as an internal component to filter out non-trending, consolidating market conditions.
2. Momentum Synchronization: A proprietary filter requiring MACD,MAs and RSI to be synchronized * within a specified bar window (`MACD/RSI Sync Window`) ensures that entries align with current short-term momentum shifts.
3. Volume & Price Action: Final entry is triggered only when the higher timeframes align and the entry timeframe (Daily or 4H) confirms the move, optionally requiring * Candle Confirmation * and filtering out low-quality trades using the * Volume Filter *
The key is the separation of input thresholds and lengths for Weekly and Daily lookbacks, allowing for precise tuning unavailable in standard public libraries.
---
#### 🎯 Understanding Signal Strength & Conviction
Signals are categorized using a proprietary Strength scale (from Overbought/Oversold to 6) to help traders gauge the potential size and probability of the momentum move, This scale is dynamically influenced by the ADX volatility readings.
#### 🔍 Integrating External Visual Tools (Addressing Rule: Vendor/Chart)
The TSS-FMR generates signals based solely on its internal logic and inputs .*
We recommend overlaying the TSS-FMR signals with external tools (such as the Lux Algo SmartMoneyConcepts indicator or similar public S/R tools) for visual confirmation only :
* Signals (2, 3, 4) + CHOCH/BOS: * A signal with lower internal strength (2-4) gains stronger conviction if it aligns precisely with a CHOCH or BOS event visually identified by the external tool. This confirms that the market structure is validating the script's momentum reading.
Zone Confirmation: When signals land precisely within visually defined Liquidity or Accumulation/Distribution Zones (provided by external visual tools), it adds significant conviction to the TSS-FMR's output.
The *Overbought/Oversold regions* are decided based on the script's internal strength calculation and prevailing price action.
#### Summary:
--- This script is for Swing, Positional Traders and Longer Term Investors
--- It will only work with Monthly,Weekly, Daily and 4H chart to help you make confirmation based positions.
--- Sell Signals are Overbought Exits and Short sell signals, Plan according to Weekly Signals and Daily signals
--- Use the Momentum Table/matrix at the right top of the chart when TSS indicator is active.
--- Use Volume Filter enable to remove chaos of signals
--- Keep *Lux Algo -SmartMoneyConcepts* indicator active for visual of zones
--- Adjust Volume Filter in Settings to avoid crowding of signals
--- Adjust Input signal length to select number of history bars
--- Watch-out for Weekly 100ema Line and
--- Watch-out for Sell Signals, in discount region they are marked as Buy oversold or moderate, vise versa Sell Overbought signals are added to the charts.
--- To earn money, we need to look out for early signals, fake breakouts, breakdowns and what we want the table/matrix turning all green or red in Momentum trades.
---
#### House Rule Compliance Statement
This script description is provided strictly for technical clarity. It is free from all promotional content, external links, contact information, social media references, and solicitations, as per TradingView's General House Rule #2. The justification for its closed-source nature is based on its proprietary signal synchronization logic and flexible, multi-timeframe implementation.
NICHI Beta (NuwenPham's Ichimoku)# **NuwenPham’s Ichimoku (NICHI)**
**Version BETA.251123a.3.1.2 – Pine Script v6**
**Author:** NuwenPham
**Forked from:** Donovan Wall
**Contributors:** Claude (Anthropic)
**License:** MPL 2.0
---
# **Overview**
**NICHI (Nuwen’s Ichimoku)** is a next-generation Ichimoku system that merges the classical Hosoda Ichimoku with a modular adaptive-smoothing engine, enhanced Kumo logic, directional trend counters, and multi-mode bar coloring.
The indicator includes **two completely separate Ichimoku engines**:
* **Standard Ichimoku** – Traditional Donchian-based Tenkan, Kijun, Senkou A/B, and Chikou
* **Advanced Ichimoku** – Fully customizable Ichimoku using 15+ moving-average filters and enhanced logic
NICHI is designed for modern markets—especially **futures and volatile instruments** (NG, CL, ES, NQ, crypto).
---
# **Key Features**
## **1. Dual Ichimoku Systems**
* **Standard Mode:**
Classic Donchian Ichimoku with Tenkan, Kijun, Senkou A/B, and Chikou.
Clean, faithful implementation.
* **Advanced Mode:**
Every Ichimoku line uses a **selected smoothing filter** (EMA, KAMA, FRAMA, Hull, McGinley, etc.).
Includes directional persistence tracking, enhanced cloud logic, and adaptive bar coloring.
---
## **2. Advanced Filter Engine (15+ Smooth Types)**
Use any of the following for Tenkan, Kijun, Senkou B, or Chikou:
* EMA
* DEMA
* SMA
* SMMA (RMA)
* WMA
* VWMA
* Hull MA
* ALMA
* LSMA (Linear Regression)
* McGinley Dynamic
* KAMA
* FRAMA
* COVWMA
* Moving Median
* 50th Percentile (Nearest Rank)
This transforms Ichimoku into an **adaptive trend system**.
---
## **3. Enhanced Cloud (Kumo) Modeling**
* Independent forward offsets for Span A & Span B
* Cloud colors adapt based on strength, direction, and filter behavior
* Cloud thickness reflects volatility
* Neutral cloud state available when spans disagree
---
## **4. Directional Persistence Counters**
NICHI tracks the **trend streak** of each main component:
* Tenkan rising/falling
* Kijun rising/falling
* Span A rising/falling
* Span B rising/falling
These counters make cloud and line colors more accurate and stable.
---
## **5. Regime-Based Bar Coloring (3 Modes)**
NICHI includes three built-in trading frameworks:
### **Mode 1: Kumo-Based**
Bar color reflects price relative to the cloud:
* Green = Above Kumo
* Red = Below Kumo
* Orange = Inside Kumo
Ideal for **trend-following** and **market regime detection**.
---
### **Mode 2: Tenkan/Kijun-Based**
Bar color reflects momentum structure:
* Green = Price above both Tenkan & Kijun
* Red = Price below both
Designed for **momentum entries and TK breakouts**.
---
### **Mode 3: Chikou-Based**
Bars reflect historical confirmation:
* Green = Chikou > price (offset period)
* Red = Chikou < price
Excellent for **confirmation-first strategies** where accuracy matters most.
---
## **6. Multi-MA Overlay System**
Up to **four optional moving averages**:
* SMA, EMA, SMMA, WMA, HMA, VWMA
* Independent lengths, widths, colors
* Useful for bias, confluence, trend filters
Default: **SMA 200** enabled.
---
## **7. TK Cross Signals**
Both systems show TK crosses:
* Standard TK Cross (classic)
* Advanced TK Cross (filtered version)
Crosses appear with clear markers for entry/exit logic.
---
# **How to Use NICHI**
## **1. Choose Your Engine**
* **Standard:** Clean, classic Ichimoku
* **Advanced:** Adaptive, filter-driven Ichimoku
* **Both:** Comparative analysis
---
## **2. Select Your Filter Type (Advanced Mode)**
Suggested filters:
| Market | Filter Type | Notes |
| ---------------- | ---------------- | -------------------------- |
| Natural Gas (NG) | KAMA or FRAMA | Handles extreme volatility |
| Crude Oil (CL) | McGinley Dynamic | Smooths spikes |
| ES / NQ | SMMA or WMA | Balanced response |
| Crypto | Hull or ALMA | Handles momentum bursts |
| FX | EMA or SMMA | Classic, stable |
---
## **3. Choose a Bar-Color Strategy**
* **Kumo-Based:** Trend following
* **TK-Based:** Momentum and breakouts
* **Chikou-Based:** Highest confirmation/accuracy
Each strategy is valid and intentionally distinct.
---
## **4. Reading the Cloud**
* **Bullish Cloud:** Span A > Span B
* **Bearish Cloud:** Span A < Span B
* **Neutral Cloud:** Disagreement between spans
* **Thick Cloud:** High volatility / stronger structure
* **Thin Cloud:** Weak trend / potential twist
---
## **5. Entry & Exit Concepts**
### **Entries**
* **Momentum Entry:** TK cross with price above the cloud
* **Reversal Entry:** TK cross before a cloud twist
* **Confirmation Entry:** Chikou breaks cleanly above/below past price
### **Exits**
* Price falling through Kijun
* Re-entering the cloud
* Opposite TK cross
* Cloud flipping against position
---
# **Recommended Trading Approaches**
## **Kumo-Based Trend Strategy**
* Long above cloud, short below
* Avoid signals inside cloud
Best for swing/position trading.
---
## **TK-Based Momentum Strategy**
* Enter on Tenkan/Kijun breakout
* Bar color confirms momentum
* Cloud filter optional but helps
Great for high-velocity markets.
---
## **Chikou-Based Confirmation Strategy**
* Enter only when Chikou confirms structure
* Highest accuracy, fewest trades
* Ideal for volatile markets (NG, CL)
---
# **Closing Notes**
NICHI is a **research-grade Ichimoku framework** designed to handle modern volatility where traditional Ichimoku often fails.
It supports scalpers, swing traders, and system developers alike.
Experiment with:
* Filter types
* Cloud offsets
* Bar-color modes
* MA overlays
to match your strategy and market.
Trapper Absolute PriceActionThe Trapper Absolute PriceAction (TAPA) indicator is a custom, momentum-based oscillator designed to help traders visually read shifts in bullish and bearish price strength — with no reliance on volume or external data.
TAPA calculates and smooths both bullish and bearish momentum using multiple methods (RSI, Stochastic, or ADX) and compares their relative strength in real time. The result is a clean dual-line oscillator with color-coded histograms that highlight which side of the market currently has control.
It was built to give traders a sniper-level precision tool for detecting early momentum shifts before they appear clearly on price charts, allowing confirmation or invalidation of setups faster than with lagging indicators.
How It Works
Momentum Strength Calculation
The script measures directional price movement across the chosen mode (RSI, Stochastic, or ADX).
These values are smoothed twice using a selectable moving average type (WMA, EMA, SMA, ALMA, HMA, etc.).
Bullish & Bearish Curves
The green line represents smoothed bullish momentum (SmthBulls).
The orange/red line represents smoothed bearish momentum (SmthBears).
Histogram Strength Visualization
The distance between the two curves forms a color-coded histogram.
Green/Lime bars indicate growing bullish control, while Orange/Red bars show bearish dominance.
A gray neutral zone reflects indecision or range-bound conditions.
Signal Triggers
BUY 🐂 appears when the green line crosses up through the orange — signaling a bullish momentum flip.
SELL 🐻 appears when the green line crosses down through the orange — signaling bearish control.
Alerts can be enabled directly in TradingView through the BUY (🐂) or SELL (🐻) alert conditions for automated notifications or integrations.
How to Use
1. Confirm Early Momentum Shifts
When a crossover appears, check that the histogram color supports the move (green shades for bullish, red/orange for bearish).
Avoid signals when both lines are tangled and the histogram alternates gray, that usually indicates consolidation or low volatility.
2. Validate with Higher-Timeframe Structure
TAPA is most powerful when aligned with trend structure from higher timeframes.
Example: A bullish crossover on the 1-hour timeframe, while the daily TAPA shows the green line already rising, can confirm momentum alignment before entry.
3. Combine with Support/Resistance
Mark your key support and resistance zones (manual or using your “Trapper S&R PRO” indicator).
Look for a TAPA bullish crossover occurring at a major support zone, that’s often the start of a reversal move.
4. Multi-Mode Analysis
Experiment with “Indicator Method” in the inputs:
RSI Mode - smoother and responsive for swing trading.
Stochastic Mode - better for short-term entries and exits.
ADX Mode - captures trending momentum on strong breakouts.
Examples
Bullish Example:
Price forms a higher low on the chart while TAPA’s green line crosses up through orange with a lime/green histogram. That’s a strong early signal that momentum is reversing before price confirms on structure.
Bearish Example:
Price rallies into resistance, then TAPA shows a red histogram and a bearish cross (green dropping under orange). That’s typically a high-probability short signal once structure breaks.
What Makes TAPA Different
No Volume Dependency: Focuses purely on price behavior, not volume spikes or anomalies.
Multi-Mode Engine: Switch between RSI, Stochastic, or ADX-style momentum math instantly.
Customizable Visuals: Editable histogram color layers (weak/strong bull/bear, neutral) and line color control.
Sniper Labeling System: Clean, minimal BUY/SELL cues at each verified crossover.
Alert-Ready: Built-in conditions allow for TradingView alerts, webhooks, or bot automation.
Modernized Core: Rebuilt in Pine v6 with optimized performance and compliance to TradingView standards.
TAPA is designed to filter out the noise and show what truly drives a move — the shift in control between buyers and sellers.
Best Pairing Indicators
To get maximum clarity and confluence:
Trapper Support & Resistance PRO
Helps identify key zones where momentum flips from TAPA have the most impact. A bullish crossover at a defined support level often marks an early trend reversal.
Trapper Volume Trigger
While TAPA doesn’t use volume internally, pairing it with a volume-based trigger confirms that momentum shifts have institutional participation.
Simple Moving Averages (5, 20, or 50)
Overlay short and mid-term SMAs on your chart to confirm directional bias. A bullish TAPA cross that aligns with SMA-5 crossing above SMA-20 increases reliability.
Disclaimer
This indicator is provided for educational and analytical purposes only.
It does not constitute financial advice or a recommendation to buy or sell any security.
Always conduct your own due diligence and practice proper risk management before trading any strategy.
© 2025 RAMS-offthecharts | “Read • Analyze • Mark • Snipe.”
TAPA is part of the RAMS ecosystem of tactical market tools, designed for traders who focus on precision, discipline, and momentum awareness.
RSI(Min-Max)RSI (Min-Max) is an enhanced version of Welles Wilder's Relative Strength Index, designed to offer greater analytical precision and dynamic insight into the behavior of the RSI within each candlestick.In addition to displaying the traditional RSI value, this script calculates the possible extreme values — the minimum and maximum RSI — based on the low and high prices of the current candle. This allows you to estimate how the RSI would react if the price moved to the extremes of the bar, providing a predictive and refined reading of momentum.
Twisted Analytics ATR Model ProThe Trend Spotter Indicator is a sophisticated technical analysis tool engineered to identify high-probability trend formations across all timeframes and asset classes. Built with proprietary algorithms, this indicator combines multiple technical methodologies to deliver clear, actionable signals for traders at all experience levels.
What Makes It Unique
Unlike basic moving average systems, the Trend Spotter employs a multi-layered approach that validates trends through:
Multi-Timeframe Analysis: Confirms signals across higher timeframes to filter false positives
Adaptive Volatility Filtering: Adjusts thresholds based on ATR to optimize for both ranging and trending markets
Momentum Confirmation: Validates trend strength using proprietary oscillators before generating signals
Dynamic Trend Strength Measurement: Real-time assessment of trend intensity and potential exhaustion
Key Features
✅ Universal Compatibility: Works seamlessly on crypto, stocks, forex, commodities, and indices
✅ No Repainting: Signals remain fixed once generated - reliable for backtesting and live trading
✅ Customizable Alerts: Set up notifications for trend reversals, breakouts, and momentum shifts
✅ Visual Clarity: Color-coded signals with adjustable display settings
✅ Smart Noise Filtering: Advanced algorithms eliminate market noise and focus on genuine trends
✅ Support/Resistance Detection: Automatically identifies key levels based on trend structure
How It Works
The indicator analyzes price action through four independent validation layers:
Trend Identification: Detects higher highs/lows (uptrend) or lower highs/lows (downtrend)
Momentum Confirmation: Ensures signals align with prevailing momentum
Volatility Analysis: Adapts to changing market conditions using ATR-based thresholds
Signal Validation: Cross-references multiple factors before generating final signals
This multi-factor approach significantly reduces false signals by requiring confirmation from multiple independent analysis methods.
Best Use Cases
Trend Following: Ride major trends from early entry to exhaustion
Breakout Trading: Catch strong momentum moves out of consolidation
Reversal Trading: Identify trend exhaustion and potential reversals
Multi-Timeframe Strategies: Confirm lower timeframe entries with higher timeframe trends
Who Should Use This
Day traders seeking reliable trend signals on intraday charts
Swing traders looking for multi-day trend opportunities
Position traders wanting to identify major trend changes
Both beginner and professional traders who value data-driven decision making
Configuration Flexibility
The indicator offers extensive customization options:
Trend Period: Adjust sensitivity from 5 to 200 bars
Signal Sensitivity: Choose Low/Medium/High based on trading style
Trend Strength Threshold: Filter weak trends (0-100 scale)
Multi-Timeframe Mode: Enable/disable higher timeframe confirmation
Visual Settings: Customize colors, signal size, and labels
Trading Strategy Examples
Trend Following: Enter on initial signal, add on pullbacks, exit on reversal
Breakout Strategy: Wait for consolidation, enter on trend signal breakout
Reversal Strategy: Identify exhaustion, enter on first opposite signal
Scalping: Use high sensitivity on 1-15 min charts for quick trades
Risk Management Note
While the Trend Spotter provides high-probability signals, no indicator guarantees profits. Always use proper risk management:
Risk only 1-2% of capital per trade
Set stop-losses based on technical levels
Combine with volume analysis and support/resistance
Backtest settings on historical data before live trading
What You Get
Professional-grade trend detection algorithm
Real-time signal generation with no lag
Comprehensive parameter customization
Visual clarity with intuitive color coding
Compatible with all TradingView account types
Ongoing updates and improvements
Technical Specifications
Calculation Method: Proprietary multi-factor analysis
Signal Type: Non-repainting trend direction and strength
Overlay: Yes - displays directly on price chart
Alerts: Fully customizable alert conditions
Timeframes: All timeframes from 1-minute to monthly
Asset Classes: Universal - works on all tradable instruments
Support
Published by Twisted Analytics - Professional trading tools built by traders, for traders.
