ADVANCED COSINE PROJECTION SYSTEM — LITE Mark3ACPS-Lite is a projection-based tool designed to visualize potential price paths using cosine-based similarity and stability analysis.
so, i have been working over multiple iterations to have a stable projection based on cosine principles and I've settled with a few stable algorithmic frameworks which works as: what i like to call : next generation leading indicators.
This indicator works well with any charting type like line/bar/candles etc. across ALL timeframes. (including seconds).
Basically this indicator projects a path towards the right.
Based on the trend the color of the projection updates on live refresh (depends on your timeframe of choice)
GREEN path projection for possible up trend
RED for bearish and yellow for sideways trend.
Technical : This indicator Aims to solve "DIRECTION" .
The idea was to to calculate angle between any given vectors : so if we translate it into the trading world : we are trying to determine direction (simplified explanation).
Pros : Scale Independent
meaning factors like flash crash , High impact movements (like NFP's) dont impact the projection logic in terms of Magnitude.
My model focuses on pattern similarity
example : in the previous instance of similar situation how did price react ?
therefore making a similar "COSINE" projection. (based on past "vector"/event)
on the left side there will always be an highlighted box section to visually represent where the future projections are based off of.
Cons: multiple vectors can have same direction from the cosine logic : essentially rendering the projected distance inconclusive.
but i solved that problem fully but on this lite version i made use of live refresh feature to keep the projections on a float : making our right side projections that much more fluid.
finally as a psychological factor not to get caught up on any Bias i made sure the indicator switches color according to immediate trend change logi.
Best Use case : have this indicator across multiple timeframes inside Tradingvieews tabs to Help make better Judgement.
I'm open for feedback / suggestions.
regards,
drsamc.
Forecasting
Daily Distribution Range - Amplitude Probability DashboardSummary
This indicator provides a powerful statistical deep-dive into an asset's daily distribution range, amplitude and volatility. It moves beyond simple range indicators by calculating the historical probability of a trading day reaching certain amplitude levels.
The results are presented in a clean, interactive dashboard that highlights the current day's performance in real-time, allowing traders to instantly gauge if the current volatility is normal, unusually high, or unusually low compared to history.
This tool is designed to help traders answer a critical question: "Based on past behavior, what is the likelihood that today's range will be at least X%?"
Key Concepts Explained
1. Daily Amplitude (%)
The indicator first calculates the amplitude (or range) of every historical daily candle and expresses it as a percentage of that day's opening price.
Formula: (Daily High - Daily Low) / Daily Open * 100
This normalization allows for a consistent volatility comparison across different price levels and time periods.
2. Cumulative Probability Distribution
Instead of showing the probability of a day's final range falling into a small, exclusive bin (e.g., "exactly between 1.0% and 1.5%"), this indicator uses a cumulative model. It answers the question, "What is the probability that the daily range will be at least a certain value?"
For example, if the row for "≥ 2%" shows a probability of 12.22%, it means that historically, 12.22% of all trading days have had a total range of 2% or more. This is incredibly useful for risk management and setting realistic expectations.
Core Features
Statistical Dashboard: Presents all data in a clear, easy-to-read table on your chart.
Cumulative Probability Model: Instantly see the historical probability of the daily range reaching or exceeding key percentage levels.
Real-Time Highlight & Arrow (→): The dashboard isn't just historical. It actively tracks the current, unfinished day's amplitude and highlights the corresponding row with a color and an arrow (→). This provides immediate context for the current session's price action.
Timeframe Independent: You can use this indicator on any chart timeframe (e.g., 5-minute, 1-hour, 4-hour), and it will always fetch and calculate using the correct daily data.
Clean & Professional UI: Features a monospace font for perfect alignment and a simple, readable design.
Fully Customizable: Easily adjust the dashboard's position, text size, and the amount of historical data used for the analysis.
How to Use & Interpret the Data
This indicator is not a trading signal but a powerful tool for statistical context and decision-making.
Risk Management: If you see that an asset has only a 5% historical probability of moving more than 3% in a day, you can set stop-losses more intelligently and avoid being overly aggressive with your targets on a typical day.
Setting Profit Targets: Gauge realistic intra-day profit targets. If a stock is already up 2.5% and has historically only moved more than 3% on rare occasions, you might consider taking profits.
Options Trading: Volatility is paramount for options. This tool helps you visualize the expected range of movement, which can inform decisions on strike selection for strategies like iron condors or straddles.
Identifying Volatility Regimes: Quickly see if the current day is a "normal" low-volatility day or an "abnormal" high-volatility day that could signal a major market event or trend initiation.
Dashboard Breakdown
→ (Arrow): Points to the bin corresponding to the current, live day's amplitude.
Amplitude Level: The minimum amplitude threshold. The format "≥ 1.5%" means "greater than or equal to 1.5%".
Days Reaching Level: The raw number of historical days that had an amplitude equal to or greater than the level in the first column.
Prob. of Reaching Level (%): The percentage of total days that reached that amplitude level (Days Reaching Level / Total Days Analyzed).
Settings
Position: Choose where the dashboard appears on your chart.
Text Size: Adjust the font size for better readability on your screen resolution.
Max Historical Days to Analyze: Set the lookback period for the statistical analysis. A larger number provides a more robust statistical sample but may take slightly longer to load initially.
Enjoy this tool and use it to add a new layer of statistical depth to your trading analysis.
Impulse Convexity Trend Gate [T1][T69]OVERVIEW 🧭
• A price-only trend engine that opens a “gate” only when trend strength, acceleration, and impulse dominance align.
• Built from three cooperating parts: adaptive slope, directional convexity, and an impulse-vs-pullback ratio.
• Output is a bounded oscillator (−100…+100) plus side-specific gate states (bull/bear), with optional pullback and weakness highlights.
THE IDEA & USEFULNESS 🧪
• Not a simple mashup: each component plays a distinct role—slope for direction, convexity for acceleration agreement, and an impulse ratio to suppress correction noise.
• Adaptive EMA length (series-based) lets the midline adjust to conditions without external indicators.
• Approximation of hyperbolic tangent and clamp keep signals bounded and stable while avoiding library dependencies.
• Designed to help trend traders act only when continuation is likely, and stand down during pullbacks or chop.
HOW IT WORKS (PIPELINE) ⚙️
• Price transform
• Uses log price for scale stability.
• Adaptive midline
• Volatility-aware EMA length is clamped between minimum and maximum, then applied via a custom recursive EMA.
• Slope & convexity
• Slope (first difference of the midline) defines direction; convexity (second difference) verifies acceleration agrees with that direction.
• Impulse vs pullback ratio (R)
• Sums directional progress versus counter-direction pullbacks over a window; requires impulse to dominate.
• Normalization & score
• Slope and convexity are normalized by recent dispersion; combined into a raw score and squashed to −100…+100 using manual tanh.
• Trend gate
• Gate opens only when: R ≥ threshold, |normalized slope| ≥ threshold, and slope/convexity share the same sign.
• States & visuals
• Bull/Bear Gate Entry when gate is open, oscillator crosses ±15 in the correct direction, price is on the correct side of the midline, and slope/convexity agree.
• Pullbacks mark counter-moves while a gate is active; Weakness flags specific fade patterns after pullbacks.
FEATURES ✨
• Bull and Bear Gate Entries (green/red columns).
• Pullback shading and optional trend-weakness highlights (yellow/orange + teal/maroon).
• Background tint reflects the active side (bull or bear).
• Pure price logic; no volume or external filters required.
HOW TO USE 🎯
• Regime filter
• Trade only in the direction of the open gate; ignore signals when the gate is closed.
• Pullback entries
• During an open gate, wait for a pullback zone, then act on trend-resumption (e.g., oscillator re-push through ±15 or structure break in gate direction).
• Exits & risk
• Consider trimming when the oscillator relaxes toward 0 while the gate remains open, or when convexity flips against slope and R deteriorates.
• Timeframes & markets
• Suited for trend following on crypto/FX/indices from M30 to 4H/1D; raise thresholds on lower timeframes to reduce noise.
CONFIGURATION 🔧
• Impulse ratio gate (R ≥): raises/lowers the standard for continuation dominance.
• Slope strength gate (|sN| ≥): controls how strong a slope must be to count.
• Show Pullback Impulse (toggle): enable/disable pullback highlights.
• Show Trend Weakness (toggle): enable/disable weakness flags.
LIMITATIONS ⚠️
• As a trend tool, it can lag at regime transitions; expect whipsaws in tight ranges.
• Parameters are instrument- and timeframe-dependent; tune thresholds before live use.
• Pullback/weakness flags are contextual—not trade signals by themselves; use them with gate state and your execution rules.
ADVANCED TIPS 🛠️
• Tighten R and slope thresholds for lower timeframes; loosen for higher timeframes.
• Pair with NNFX-style money management and pair-level filters; let the gate be the confirmation layer, not the entry trigger by itself.
• Batch-test across 100+ symbols, export metrics, and run Monte Carlo to validate LLN reliability and Sharpe/IQR stability.
• For system hedging, disable entries when both sides trigger on the same asset to avoid internal conflict.
NOTES 📝
• Price-only construction reduces data-vendor differences and keeps behavior consistent across markets.
• Manual tanh/clamp ensure stable, bounded scores even during extremes.
DISCLAIMER 🛡️
• For research and education. No financial advice. Test thoroughly, size conservatively, and respect your risk rules.
Swing Support and Resistance [Vijay]Swing-based support & resistance with breakout buy/sell signals and alerts.
Full Description:
The Swing Support and Resistance indicator is a simple yet effective tool to identify swing-based support and resistance levels using pivot points.
Pivot Length: Defines how many bars on each side are used to confirm a swing high (resistance) or swing low (support).
Support & Resistance: Plots the most recent pivot levels as visual markers (circles) on the chart.
Buy & Sell Signals:
A Buy Signal is triggered when price crosses above the last resistance.
A Sell Signal is triggered when price crosses below the last support.
Visual Cues: Arrows are plotted directly on the chart for easy signal recognition.
Alerts: Built-in alert conditions allow you to set TradingView alerts for breakout signals.
This script is useful for traders who rely on price action, breakout trading, and swing structure analysis. It helps quickly spot where price is breaking key levels and provides instant alerts for trade opportunities.
Concentric Geometry – Invariant MetricsConcentric Geometry – Invariant Metrics
This indicator demonstrates the invariant concept of a concentric circle around a selected price range. By anchoring two points (A & B), it calculates a set of ratios and slopes that remain consistent under concentric scaling of price and time. These invariants include the raw slope (ΔP/N), concentric slope, π-adjusted ratios, and √2 offsets — all of which can be used to explore deeper geometric relationships in the market.
What has been demonstrated here is not an “out-of-the-box” trading system. Instead, the outputs provide the raw invariant metrics from which the trader must derive their own ratios and extensions. For example, price-to-bar ratio inputs are not fixed — they need to be derived from the invariants themselves, and experimenting with them is the key to uncovering harmonic alignments and scaling behaviors.
Key features include:
• Range & Bars Analysis – Price range (ΔP) and bar count (N) between anchors.
• Core Invariants – Midpoint, radius (price and bar units), upper/lower bounds.
• Linear Slope Metrics – ΔP/N and √2 concentric slope.
• π-Adjusted Price/Bar – Harmonic arc-length ratio.
• Circumference & Offsets – Circle circumference, √2 and 1/√2 offsets in price and bar units.
This tool is best suited for traders studying market geometry, W.D. Gann principles, harmonic ratios, or the geometric methods of Michael Jenkins. It does not generate buy/sell signals — instead, it equips the trader with building blocks for geometric exploration.
Key point: The trader must experiment with the ratios derived from these metrics. Playing with different price-to-bar relationships unlocks the true potential of concentric market geometry, whether applied to dynamic anchored VWAPs, concentric overlays, or Vesica Piscis structures.
Use it to:
• Compare slopes across swings
• Derive new ratios from invariant metrics
• Anchor dynamic anchored VWAPs to concentric nodes
• Explore concentric or Vesica Piscis overlays
• Support advanced geometric trading strategies
Gott's Copernican Trend PredictorThe Gott's Copernican Trend Predictor predicts trend duration using the Copernican Principle - Based on astrophysicist Richard Gott's temporal prediction method.
I had the idea to create this indicator after reading the book The Doomsday Calculation by William Poundstone.
Background & Theory
This indicator implements J. Richard Gott III's Copernican Principle - a statistical method that famously predicted the fall of the Berlin Wall and the duration of Broadway shows with remarkable accuracy.
The Copernican Principle Explained
Named after Copernicus who showed that Earth is not at the center of the universe, this principle assumes that you are not observing something at a special moment in time. When you observe a trend at any random point, you're statistically more likely to be seeing it during the "middle portion" of its lifetime rather than at its very beginning or end.
The Mathematics
Gott's formula provides a 95% confidence interval for how much longer a trend will continue:
Minimum remaining duration = Current Age ÷ 39
Maximum remaining duration = Current Age × 39
The factor of 39 comes from statistical analysis where:
There's only a 2.5% chance you're observing in the first 1/40th of the trend's life
There's only a 2.5% chance you're observing in the last 1/40th of the trend's life
This gives us 95% confidence that the trend will last between Age/39 and Age×39
How It Works
Trend Detection
The indicator uses dual moving averages (default: 50 & 200 period) to identify trend changes:
Bullish Cross: Fast MA crosses above Slow MA → Uptrend begins
Bearish Cross: Fast MA crosses below Slow MA → Downtrend begins
Real-Time Predictions
Once a trend is detected, the indicator continuously calculates:
Trend Age: How long the current trend has been active
Gott's 95% CI: Statistical range for remaining trend duration
Projected End Dates: Calendar dates when the trend might end
How to Use
Setup
Add the indicator to any timeframe (works on minutes, hours, days, weeks)
Customize MA periods and type (SMA, EMA, WMA)
Choose table position and font size for optimal viewing
Interpretation
Example: If a trend is 100 hours old:
Minimum duration: 100 ÷ 39 = ~3 more hours
Maximum duration: 100 × 39 = ~3,900 more hours
95% confidence: The trend will end between these times
This indicator might be useful for swing traders, trend followers, and quantitative analysts.
Coca-Cola example:
Coca-Cola's chart shows an uptrend spanning 810 weeks, approximately 15.5 years. According to Gott's Copernican Principle, this trend age generates a 95% confidence interval predicting the trend will continue for a minimum of 20 weeks and a maximum of 31,590 weeks.
On the other hand, a shorter trend age produces a proportionally smaller minimum duration and different risk profile in terms of statistical continuation probability. For this reason, more recent trends (and more recent companies) are likely to remain in trend for shorter.
Percentages from 52 Week High CustomAdded 15% and 25% reversal points to the original indicator.
Link to original script by Dr2Wndd2
EMA 10/20//@version=6
indicator(title="EMA 10/20", overlay=true)
fast = ta.ema(close, 10)
slow = ta.ema(close, 20)
plot(fast, color=color.blue)
plot(slow, color=color.red)
EMA Oracle and RSIEMA Oracle
- “See the market’s structure through the eyes of exponential wisdom.”
combines classic EMA stacks with Pi-based logic to reveal high-probability buy/sell zones and trend bias across timeframes
Multi-EMA Trend & Pi Signal Indicator
This advanced indicator combines classic trend analysis with Pi-based signal logic to help traders identify optimal entry and exit zones across multiple timeframes.
Core Features
EMA Trend Structure: Displays EMAs 9, 13, 20, 50, and 200 to visualize short-term and long-term trend orientation. Bullish momentum is indicated when shorter EMAs are stacked above longer ones.
Pi-Based Signal Logic: Inspired by the Pi Indicator, it includes EMA111 and EMA700 (350×2) on the daily chart:
Buy Zone: When price is trading below EMA111, it signals potential accumulation for spot or low-leverage position trades.
Sell Zone: When price is above EMA700, it suggests potential distribution or exit zones.
Trend Cross Alerts: Detects EMA crossovers and crossunders to highlight shifts in market structure and generate buy/sell signals.
Multi-Timeframe Analysis: Evaluates trend direction across selected timeframes (e.g., 15m, 30m, 1h, 4h, 1D), offering a broader market perspective.
RSI Integration: Combines Relative Strength Index (RSI) readings with EMA positioning to assess momentum and overbought/oversold conditions.
Trend Table Display: A dynamic table summarizes the asset’s trend status per timeframe, showing:
RSI values
EMA alignment
Overall trend bias (bullish, bearish, neutral)
Divergences v2.3 [LTB][SPTG]Updated Divergences v2.3 by LTB to better handle stock symbols and lookback.
2-Stage Session Trend Fib (lines + golden zone)fibonacci based trend levels with golden entry zones for intraday
MTF Advanced Disparity Index (Oscillator)multi time frame disparity index indicator is good for intraday ,we can find buy sell signals by using it's overbought & oversold zone
2-Stage Session Trend Fib (with SMA6)added sma in intraday fib levels
this is trend based Fibonacci retracement strategy
Forex 60m Simple Scanner + RSI Divergence“Forex 60m Simple Scanner + RSI Divergence”
This scanner helps beginner traders quickly identify trade opportunities across the top 10 forex pairs. It combines a simple EMA crossover system with an optional RSI filter to confirm trend direction, and adds RSI divergence detection to spot potential reversals early.
The built-in table shows each pair’s trend, RSI value, buy/sell signal, and divergence status—all in one place.
For beginners, this makes it easier to:
Avoid flipping between multiple charts.
See clear BUY/SELL 🚀 signals instead of guessing.
Spot high-probability setups with RSI divergence markers (😊/☹️).
It simplifies decision-making by turning complex signals into a straightforward dashboard that highlights where attention is needed most.
Forex 5m Simple Scanner + RSI DivergenceHello everyone. this is a easy to use indicator.
I wanted something very easy to visualize and understand. Great for the beginner's.
About this script:
“Forex 5m Simple Scanner + RSI Divergence”
This scanner helps beginner traders quickly identify trade opportunities across the top 10 forex pairs. It combines a simple EMA crossover system with an optional RSI filter to confirm trend direction, and adds RSI divergence detection to spot potential reversals early.
The built-in table shows each pair’s trend, RSI value, buy/sell signal, and divergence status—all in one place.
For beginners, this makes it easier to:
Avoid flipping between multiple charts.
See clear BUY/SELL 🚀 signals instead of guessing.
Spot high-probability setups with RSI divergence markers (😊/☹️).
It simplifies decision-making by turning complex signals into a straightforward dashboard that highlights where attention is needed most.
MarketSurge EPS Line [tradeviZion]MarketSurge EPS Line
EPS trend line overlay for TradingView charts, inspired by the IBD MarketSurge (formerly MarketSmith) EPS line style.
Displays EPS trend line on price charts
Uses 4-quarter earnings moving average
Shows earnings momentum over time
Works with actual, estimated, or standardized earnings data
Customizable line color and width
This script creates an EPS trend line overlay, similar to the EPS line feature in IBD MarketSurge (previously MarketSmith), allowing you to visualize earnings trends alongside price action.
Add script to chart
EPS line appears automatically
Adjust color and width in settings if needed
Hover over line for earnings details
Settings:
EPS data type (actual/estimate/standardized)
Line color and width
💡 Tip:
For the complete IBD Style experience, pair this EPS line with IBD Style Candles to visualize price action with clean bars like IBD Style
EMA20-EMA50 Trend YönüEma 20 Crosses Up Ema 50
This is designed for day trading and performs on 5-minute, 15-minute, and 30-minute charts.
samc's FX SESSIONS - on candles So, based on my 8 yrs of experience and over a 2 decade worth of back testing on FX majors pairs one thing i can univocally affirm to the fact that Timing is everything especially in the currency markets.
so i made this indicator to help reduce the noise and focus on signals which is coded by time,
now i made this as GMT+8 in focus but you can adjust based on your requirements.
I classified my indicator colors according to the inter-SESSION High Impact areas only as following :
Primary session colors:
ASIAN - YELLOW
EU - BLUE
US - Magenta (light)
and every first 10 mins of the hour (Great for scalping)
i marked them in a shade of grey.
secondary sessions i marked them as minor sessions.
PRE-EU 1hr of expected trend i marked in color green
and
after hours in a shade of color violet.
so i usually make my candles into light grey by default and remove the body and wicks to minimize the visual stimulus so that this indicator will work great with both dark and light themes and does not obstruct other indicators.
also i made an option to uncheck my naming scheme of session on the top right.
Daily Seasonality Strength + PredictionDaily Seasonality Strength + Prediction
Seasonality Strength:
This indicator measures seasonality strength by comparing predicted seasonal returns with actual returns, using the inverse of MSE (higher values mean stronger seasonality).
This script is for informational and educational purposes only. It does not constitute financial, investment, or trading advice. I am not a financial advisor. Any decisions you make based on this indicator are your own responsibility. Always do your own research and consult with a qualified financial professional before making any investment decisions.
Past performance is no guarantee of future results. The value of the instruments may fluctuate and is not guaranteed
Daily Seasonality Strength + Prediction TableDaily Seasonality Strength + Prediction Table
Return Estimates:
This indicator uses historical price data to calculate average returns for each day (of the week or month) and uses these to predict the next day’s return.
Seasonality Strength:
It measures seasonality strength by comparing predicted returns with actual returns, using the inverse of MSE (higher values mean stronger seasonality).
supports up to 10 assets
This script is for informational and educational purposes only. It does not constitute financial, investment, or trading advice. I am not a financial advisor. Any decisions you make based on this indicator are your own responsibility. Always do your own research and consult with a qualified financial professional before making any investment decisions.
Past performance is no guarantee of future results. The value of the instruments may fluctuate and is not guaranteed
BTC Cycle Crystal Ball (MMI)
The BTC Cycle Crystal Ball (Market Mood Index)
Visualize Bitcoin’s market cycles at a glance! This dashboard combines three core metrics—MVRV-Z proxy, 200-week MA ratio, and price vs realized price—into a single 0–1 Market Mood Index .
Color-coded from deep blue (strong buying) to red (potential selling), it highlights accumulation and distribution zones. Fully adjustable thresholds let you define your own buying/selling zones. Quickly see BTC’s market “mood” and identify key cycle points—no clutter, just clarity.
Disclaimer
This indicator is for informational and educational purposes only . It is not financial advice. Users should perform their own analysis before making trading or investment decisions.
ML for BtcSpecially designed for 1h K-line traders, specially born for BTC. Welcome to collect and use
AI Fib Strategy (Full Trade Plan)This indicator automatically plots Fibonacci retracements and a Golden Zone box (61.8%–65% retracement) based on the 4H candle body high/low.
Features:
Auto-detects session breaks or daily breaks (configurable).
Draws standard Fib retracement levels (0%, 23.6%, 38.2%, 50%, 61.8%, 78.6%, 100%).
Highlights the Golden Zone for high-probability trade entries.
Optional Take Profit extensions (TP1, TP2, TP3).
Fully compatible with Pine Script v6.
Usage:
Best applied on intraday charts (15m, 30m, 1H).
Use the Golden Zone for entry confirmations.
Combine with candlestick patterns, order blocks, or volume for stronger signals.