Indicators and strategies
Ease of MovementThis indicator provides an implementation of the Ease of Movement
(EOM) indicator, enhanced with a built-in divergence detection
engine.
The EOM highlights the relationship between volume and price change.
High positive values indicate that the price is increasing with
low resistance (ease), while low negative values indicate the
price is dropping with ease.
Key Features:
1. **Full Divergence Suite (Class A, B, C):** The primary feature
is the integrated divergence engine. It automatically
detects and plots all three major types of divergences:
- Regular (A): Signals potential trend reversals (e.g., price
rising but "ease" of movement is diminishing).
- Hidden (B): Signals potential trend continuations.
- Exaggerated (C): Signals weakness at double tops/bottoms.
2. **Divergence Filtering and Visualization:**
- **Price Tolerance Filter:** Divergence detection is enhanced
with a percentage-based price tolerance (`pivPrcTol`) to
filter out insignificant market noise, leading to more
robust signals.
- **Persistent Visualization:** Divergence markers are plotted
for the entire duration of the signal and are visually
anchored to the EOM level of the confirming pivot.
- **Flexible Pivot Algorithms:** Supports various underlying
mathematical models for pivot detection provided by the
core library
3. **Customizable Signal Line:** Includes an optional moving average
of the EOM, which serves as a signal line. The type of
MA (`Signal Smoothing`) and its length can be customized.
This signal line can also be optionally volume-weighted
(`Volume weighted`).
4. **Note on Confirmation (Lag):** Divergence signals rely on a
pivot confirmation method to ensure they do not repaint.
- The **Start** of a divergence is only detected *after* the
confirming pivot is fully formed (a delay based on
`Pivot Right Bars`).
- The **End** of a divergence is detected either instantly
(if the signal is invalidated by price action) or with
a delay (when a new, non-divergent pivot is confirmed).
5. **Multi-Timeframe (MTF) Capability:**
- **MTF EOM & Signal Lines:** The EOM and its signal line
can be calculated on a higher timeframe, with standard
options to handle gaps (`Fill Gaps`) and prevent
repainting (`Wait for...`).
- **Limitation:** The Divergence detection engine (`pivDiv`)
is **disabled** if a timeframe other than the chart's
timeframe is selected. Divergences are only calculated
on the active chart timeframe.
6. **Integrated Alerts:** Includes comprehensive alerts for:
- The *start* and *end* of all divergence types.
- The EOM crossing its signal line.
- The EOM crossing the zero line.
---
**DISCLAIMER**
1. **For Informational/Educational Use Only:** This indicator is
provided for informational and educational purposes only. It does
not constitute financial, investment, or trading advice, nor is
it a recommendation to buy or sell any asset.
2. **Use at Your Own Risk:** All trading decisions you make based on
the information or signals generated by this indicator are made
solely at your own risk.
3. **No Guarantee of Performance:** Past performance is not an
indicator of future results. The author makes no guarantee
regarding the accuracy of the signals or future profitability.
4. **No Liability:** The author shall not be held liable for any
financial losses or damages incurred directly or indirectly from
the use of this indicator.
5. **Signals Are Not Recommendations:** The alerts and visual signals
(e.g., crossovers) generated by this tool are not direct
recommendations to buy or sell. They are technical observations
for your own analysis and consideration.
Volume Weighted LR Z ScoreThis indicator calculates the Volume Weighted Linear Regression
Z-Score (VWLRZS). Unlike a standard Z-Score which measures
deviation from a static mean, this oscillator measures the
statistical distance of price from a dynamic Volume-Weighted
Linear Regression Line (Analysis of Residuals).
Key Features:
1. **Volatility Decomposition:** The indicator separates volatility
based on the 'Estimate Bar Statistics' option.
- **Standard Mode (`Estimate Bar Statistics` = OFF):** Calculates
standard Regression Residuals using the selected `Source`
for both the regression line (baseline) and the signal.
- **Decomposition Mode (`Estimate Bar Statistics` = ON):**
Uses a hybrid statistical approach:
a) **The Model (Baseline):** Uses an estimator to calculate
the 'within-bar' mean and fits the Linear Regression
through these statistical centers. This creates a
stable, trend-following expectation model.
b) **The Signal (Observation):** Compares the actual `Source`
(e.g., Close) against this regression line.
(Result: A Z-Score that measures deviations from the current
trend slope rather than a flat average).
2. **Visual Decomposition Logic:** Total Standard Deviation (of
Residuals) is the primary metric displayed. Since Standard
Deviations are not linearly additive (sqrt(a+b) != sqrt(a)+sqrt(b)),
this indicator calculates the *exact* Total Z-Score and partitions
the area underneath based on the Variance Ratio. This ensures the
displayed total volatility remains mathematically accurate while
showing relative composition.
3. **Normalization (Exponential Regression):** Includes an optional
'Normalize' mode. When enabled, the indicator calculates the
Linear Regression on logarithmic data. Mathematically, this
transforms the baseline into an **Exponential Regression Curve**,
making it ideal for analyzing assets with compounding growth
characteristics (constant percentage trend).
4. **Full Divergence Suite (Class A, B, C):** The indicator's
primary feature is its integrated divergence engine. It
automatically detects and plots all three major divergence
classes between price and the Z-Score:
- Regular (A): Signals potential trend exhaustion and reversals.
- Hidden (B): Signals potential trend continuations during pullbacks.
- Exaggerated (C): Signals weakness at double tops/bottoms.
5. **Divergence Filtering and Visualization:**
- **Price Tolerance Filter:** Divergence detection is enhanced
with a percentage-based price tolerance (`pivPrcTol`) to
filter out insignificant market noise, leading to more
robust signals.
- **Persistent Visualization:** Divergence markers are plotted
for the entire duration of the signal and are visually
anchored to the oscillator level of the confirming pivot.
- **Flexible Pivot Algorithms:** Supports various underlying
mathematical models for pivot detection provided by the
core library
6. **Note on Confirmation (Lag):** Divergence signals rely on a
pivot confirmation method to ensure they do not repaint.
- The **Start** of a divergence is only detected *after* the
confirming pivot is fully formed (a delay based on
`Pivot Right Bars`).
- The **End** of a divergence is detected either instantly
(if the signal is invalidated by price action) or with
a delay (when a new, non-divergent pivot is confirmed).
7. **Multi-Timeframe (MTF) Capability:**
- **MTF Calculation:** The Z-Score line *itself* can be calculated on a
higher timeframe, with standard options to handle gaps
(`Fill Gaps`) and prevent repainting (`Wait for...`).
- **Limitation:** The Divergence detection engine (`pivDiv`)
is designed for the active timeframe. Using it in MTF mode
is not recommended as step-data can lead to inaccurate
pivot detection.
8. **Integrated Alerts:** Includes a comprehensive set of built-in
alerts for the Z-Score crossing the neutral line, the configured
Threshold levels, and the start/end of all divergence types.
---
**DISCLAIMER**
1. **For Informational/Educational Use Only:** This indicator is
provided for informational and educational purposes only. It does
not constitute financial, investment, or trading advice, nor is
it a recommendation to buy or sell any asset.
2. **Use at Your Own Risk:** All trading decisions you make based on
the information or signals generated by this indicator are made
solely at your own risk.
3. **No Guarantee of Performance:** Past performance is not an
indicator of future results. The author makes no guarantee
regarding the accuracy of the signals or future profitability.
4. **No Liability:** The author shall not be held liable for any
financial losses or damages incurred directly or indirectly from
the use of this indicator.
5. **Signals Are Not Recommendations:** The alerts and visual signals
(e.g., crossovers) generated by this tool are not direct
recommendations to buy or sell. They are technical observations
for your own analysis and consideration.
Samuele. Institutional Decision Dashboard h4Ecco la legenda completa da inserire nel tuo documento per l'operatività mattutina:
A. Pannello Insight (I mattoni della strategia)
COT/Trend Macro:
BULLISH (Verde): Mercato sano, istituzionali presenti.
BEARISH (Rosso): Mercato pericoloso, meglio stare alla finestra o cercare Short.
Relative Strength (Forza Relativa):
STRONG (Blu): Il tuo asset è un "leader" del mercato.
WEAK (Rosso): L'asset è un "follower" pigro. Non tradarlo.
Vol Pressure (Pressione Volumi):
BUYING (Verde): Accumulazione aggressiva in corso.
SELLING (Rosso): Distribuzione (vendita) in corso.
B. Pannello Operatività (Il verdetto)
FULL POWER: LONG (Verde): Tutte le luci sono accese. È il setup ad alta probabilità.
EXHAUSTION: WAIT (Arancio): Trend stanco. Indica una struttura terminale (eccesso di volatilità). Rischio inversione alto.
ACCUMULATION: WAIT (Grigio): Tipico box di Wyckoff o triangolo. Forza neutrale. Si attende il breakout.
RED ZONE: NO TRADE (Rosso): Condizioni avverse. Il sistema protegge il tuo capitale vietando l'ingresso.
Here is the complete legend to include in your document for morning operations:
A. Insight Panel (The building blocks of strategy)
COT/Macro Trend:
BULLISH (Green): Healthy market, institutions are active.
BEARISH (Red): Dangerous market, better to wait on the sidelines or look for Shorts.
Relative Strength:
STRONG (Blue): Your asset is a market "leader".
WEAK (Red): The asset is a lazy "follower". Do not trade it.
Vol Pressure:
BUYING (Green): Aggressive accumulation in progress.
SELLING (Red): Distribution (selling) in progress.
B. Operations Panel (The Verdict)
FULL POWER: LONG (Green): All the lights are on. This is a high-probability setup.
EXHAUSTION: WAIT (Orange): Tired trend. Indicates a terminal structure (volatility spike). High risk of reversal.
ACCUMULATION: WAIT (Gray): Typical Wyckoff box or triangle. Neutral strength. Awaiting breakout.
RED ZONE: NO TRADE (Red): Adverse conditions. The system protects your capital.
Volume Price TrendThis indicator provides an implementation of the Volume Price
Trend (VPT) momentum indicator, enhanced with a built-in
divergence detection engine.
Key Features:
1. **Full Divergence Suite (Class A, B, C):** The primary feature
is the integrated divergence engine. It automatically
detects and plots all three major types of divergences:
- Regular (A): Signals potential trend reversals.
- Hidden (B): Signals potential trend continuations.
- Exaggerated (C): Signals weakness at double tops/bottoms.
2. **Divergence Filtering and Visualization:**
- **Price Tolerance Filter:** Divergence detection is enhanced
with a percentage-based price tolerance (`pivPrcTol`) to
filter out insignificant market noise, leading to more
robust signals.
- **Persistent Visualization:** Divergence markers are plotted
for the entire duration of the signal and are visually
anchored to the VPT level of the confirming pivot.
- **Flexible Pivot Algorithms:** Supports various underlying
mathematical models for pivot detection provided by the
core library
3. **Note on Confirmation (Lag):** Divergence signals rely on a
pivot confirmation method to ensure they do not repaint.
- The **Start** of a divergence is only detected *after* the
confirming pivot is fully formed (a delay based on
`Pivot Right Bars`).
- The **End** of a divergence is detected either instantly
(if the signal is invalidated by price action) or with
a delay (when a new, non-divergent pivot is confirmed).
4. **Multi-Timeframe (MTF) Capability:**
- **MTF VPT Line:** The VPT line *itself* can be calculated on a
higher timeframe, with standard options to handle gaps
(`Fill Gaps`) and prevent repainting (`Wait for...`).
- **Limitation:** The Divergence detection engine (`pivDiv`)
is **disabled** if a timeframe other than the chart's
timeframe is selected. Divergences are only calculated
on the active chart timeframe.
5. **Integrated Alerts:** Includes comprehensive alerts that
trigger on the *start* and *end* of all divergence types
(e.g., "Regular Bullish Started", "Regular Bullish Ended").
---
**DISCLAIMER**
1. **For Informational/Educational Use Only:** This indicator is
provided for informational and educational purposes only. It does
not constitute financial, investment, or trading advice, nor is
it a recommendation to buy or sell any asset.
2. **Use at Your Own Risk:** All trading decisions you make based on
the information or signals generated by this indicator are made
solely at your own risk.
3. **No Guarantee of Performance:** Past performance is not an
indicator of future results. The author makes no guarantee
regarding the accuracy of the signals or future profitability.
4. **No Liability:** The author shall not be held liable for any
financial losses or damages incurred directly or indirectly from
the use of this indicator.
5. **Signals Are Not Recommendations:** The alerts and visual signals
(e.g., crossovers) generated by this tool are not direct
recommendations to buy or sell. They are technical observations
for your own analysis and consideration.
Weekly MAs + 1d 21 SMAThis indicator watches for weekly bullish and bearish alignment on your daily chart. It also triggers a long or short when price touches the 1 Day 21 SMA. It helps ensures a high quality trade setup by trading in a lower timeframe (the 1 Day) while working off stronger signals on the 1 Week timeframe, which are the 3 key moving averages (1W 8 EMA, 1W 21SMA, 1W 50SMA).
The trading rule is as followed:
Short Position:
1. Wait for the 1 week moving averages to align bearish (8 EMA < 21 SMA < 50 SMA). All daily candles will then turn bright red.
2. Wait for a pullback to the 1 Day 21 SMA. Once the wick or body touches this SMA, that candle will turn white. This is the signal that will alert you to be ready to enter into a short position.
3.a. If the candle that changed to white is below the 1 Day 21 SMA, you can enter a short position on the opening of the next daily candle.
3.b. If the candle that changed to white is above the 1Day 21 SMA, wait for the close of the next daily candle. If that candle is below the 21 SMA, enter into your short position at the opening of the next daily candle.
For long positions, you do the same as above but in opposite order.
Volume Weighted Z ScoreThis indicator calculates the Volume Weighted Z-Score (VWZS), a
statistical oscillator that measures the number of standard deviations
the price is removed from its mean. It combines robust volatility
decomposition with advanced divergence detection.
Key Features:
1. **Volatility Decomposition:** The indicator separates volatility
based on the 'Estimate Bar Statistics' option.
- **Standard Mode (`Estimate Bar Statistics` = OFF):** Calculates
a simple (Volume-Weighted) Standard Deviation using the
selected `Source` for both the baseline and the signal.
- **Decomposition Mode (`Estimate Bar Statistics` = ON):**
Uses a hybrid statistical approach:
a) **The Model (Baseline):** Uses an estimator to calculate
the 'within-bar' mean and volatility. This creates a
stable, mathematically idealized expectation value (mu).
b) **The Signal (Observation):** Compares the actual `Source`
(e.g., Close) against this statistical baseline.
(Result: A Z-Score that combines a noise-filtered trend
baseline with a highly reactive price signal).
2. **Visual Decomposition Logic:** Total Standard Deviation is the
primary metric displayed. Since Standard Deviations are not
linearly additive (sqrt(a+b) != sqrt(a)+sqrt(b)), this indicator
plots the *exact* Total StdDev and partitions the area underneath
based on the Variance Ratio. This ensures the displayed total
volatility remains mathematically accurate while showing relative
composition.
3. **Normalization (Geometric Average):** Includes an optional
'Normalize' mode. When enabled, the indicator uses a
Geometric Moving Average (GMA) as its baseline and applies a
statistical correction for the log-normal distribution
ensuring symmetry between upside and downside movements.
4. **Full Divergence Suite (Class A, B, C):** The indicator's
primary feature is its integrated divergence engine. It
automatically detects and plots all three major divergence
classes between price and the Z-Score:
- Regular (A): Signals potential trend exhaustion and reversals.
- Hidden (B): Signals potential trend continuations during pullbacks.
- Exaggerated (C): Signals weakness at double tops/bottoms.
5. **Divergence Filtering and Visualization:**
- **Price Tolerance Filter:** Divergence detection is enhanced
with a percentage-based price tolerance (`pivPrcTol`) to
filter out insignificant market noise, leading to more
robust signals.
- **Persistent Visualization:** Divergence markers are plotted
for the entire duration of the signal and are visually
anchored to the oscillator level of the confirming pivot.
- **Flexible Pivot Algorithms:** Supports various underlying
mathematical models for pivot detection provided by the
core library
6. **Note on Confirmation (Lag):** Divergence signals rely on a
pivot confirmation method to ensure they do not repaint.
- The **Start** of a divergence is only detected *after* the
confirming pivot is fully formed (a delay based on
`Pivot Right Bars`).
- The **End** of a divergence is detected either instantly
(if the signal is invalidated by price action) or with
a delay (when a new, non-divergent pivot is confirmed).
7. **Multi-Timeframe (MTF) Capability:**
- **MTF Calculation:** The Z-Score line *itself* can be calculated on a
higher timeframe, with standard options to handle gaps
(`Fill Gaps`) and prevent repainting (`Wait for...`).
- **Limitation:** The Divergence detection engine (`pivDiv`)
is designed for the active timeframe. Using it in MTF mode
is not recommended as step-data can lead to inaccurate
pivot detection.
8. **Integrated Alerts:** Includes a comprehensive set of built-in
alerts for the Z-Score crossing the neutral line, the configured
Threshold levels, and the start/end of all divergence types.
---
**DISCLAIMER**
1. **For Informational/Educational Use Only:** This indicator is
provided for informational and educational purposes only. It does
not constitute financial, investment, or trading advice, nor is
it a recommendation to buy or sell any asset.
2. **Use at Your Own Risk:** All trading decisions you make based on
the information or signals generated by this indicator are made
solely at your own risk.
3. **No Guarantee of Performance:** Past performance is not an
indicator of future results. The author makes no guarantee
regarding the accuracy of the signals or future profitability.
4. **No Liability:** The author shall not be held liable for any
financial losses or damages incurred directly or indirectly from
the use of this indicator.
5. **Signals Are Not Recommendations:** The alerts and visual signals
(e.g., crossovers) generated by this tool are not direct
recommendations to buy or sell. They are technical observations
for your own analysis and consideration.
Multi-Indicator Scoring System# Multi-Indicator Scoring System
## Overview
This indicator combines five technical analysis tools (RSI, MACD, EMA trends, and Volume) into a single unified scoring system that generates clear BUY and SELL signals. Instead of analyzing multiple indicators separately and dealing with conflicting signals, this script calculates one comprehensive 0-100% score that shows current market strength at a glance.
## Purpose and Originality
**Problem it solves:**
Traders using multiple indicators individually often face contradictory signals. For example, RSI might show oversold conditions while MACD indicates bearish momentum, or price is above EMA but volume is weak. This creates confusion and leads to poor trading decisions or missed opportunities.
**Solution:**
This script uses a weighted scoring algorithm that only generates signals when multiple technical components mathematically agree. Each indicator contributes weighted points based on its reliability in crypto markets, and the combined score filters out noise by requiring multi-indicator confirmation before triggering a signal.
**What makes it original:**
Unlike simple indicator overlays that just display multiple tools side-by-side, this script:
- Uses a mathematically weighted scoring system where each component has justified importance
- Requires conditional alignment—signals only appear when components agree, not just individual crossovers
- Normalizes complex multi-indicator data into one intuitive percentage
- Includes built-in volume confirmation to filter low-conviction setups
This approach mirrors professional algorithmic trading systems that use multi-factor quantitative models.
## How Components Work Together
The script analyzes five technical components and assigns weighted points to each:
### 1. RSI (Relative Strength Index) - Weight: 25 points
- **Period:** 14
- **Function:** Identifies overbought and oversold conditions
- **Scoring logic:**
- RSI < 30 (oversold) → +25 points (bullish reversal signal)
- RSI > 70 (overbought) → -25 points (bearish reversal signal)
- RSI between 30-70 → 0 points (neutral)
- **Why 25 points:** RSI is highly reliable for detecting potential reversal zones in cryptocurrency markets
### 2. MACD (Moving Average Convergence Divergence) - Weight: 25 points
- **Parameters:** Fast=12, Slow=26, Signal=9
- **Function:** Detects momentum shifts and trend changes
- **Scoring logic:**
- MACD line > Signal line → +25 points (bullish momentum)
- MACD line < Signal line → -25 points (bearish momentum)
- **Why 25 points:** MACD is the gold standard for momentum confirmation across timeframes
### 3. EMA Short-Term Trend (21 vs 50) - Weight: 25 points
- **Function:** Confirms immediate trend direction
- **Calculation:** Compares EMA 21 to EMA 50, plus price position relative to EMA 21
- **Scoring logic:**
- EMA 21 > EMA 50 AND Price > EMA 21 → +25 points (strong uptrend)
- EMA 21 < EMA 50 AND Price < EMA 21 → -25 points (strong downtrend)
- Mixed conditions → 0 points (no clear trend)
- **Why 25 points:** Short-term trend alignment is critical for accurate entry timing
### 4. EMA Long-Term Context (200) - Weight: 15 points
- **Function:** Validates overall market structure
- **Calculation:** Price position relative to 200-period EMA
- **Scoring logic:**
- Price > EMA 200 → +15 points (bull market context)
- Price < EMA 200 → -15 points (bear market context)
- **Why 15 points:** Lower weight because long-term trend changes more slowly
### 5. Volume Confirmation - Weight: 10 points (Bonus)
- **Function:** Confirms genuine market interest versus noise
- **Calculation:** Current volume compared to 20-period SMA
- **Scoring logic:**
- Volume > 1.5× average → +10 bonus points
- Volume ≤ 1.5× average → 0 bonus points
- **Why 10 points:** Volume adds conviction but shouldn't override technical setup
### Score Aggregation Formula
**Why these thresholds?**
Backtesting on BTC/ETH showed optimal risk/reward at 65/35 levels. Lower thresholds (50%) produce too many false signals, while higher thresholds (80%) miss opportunities. The 65/35 balance provides good sensitivity with acceptable accuracy.
## How to Use This Indicator
### Visual Components
**On Chart:**
- **Green triangle (▲) below candle** = BUY signal (score crossed above 65%)
- **Red triangle (▼) above candle** = SELL signal (score crossed below 35%)
- Clean display with no background colors or extra lines
**Dashboard Table (top-right corner):**
- **Header:** "CRYPTO SIGNAL"
- **SCORE:** Current percentage (0-100%)
- Green color = Bullish zone (65%+)
- Red color = Bearish zone (35%-)
- Orange color = Neutral zone (36-64%)
- **SIGNAL:** Current status (BUY/SELL/WAIT)
### Interpreting the Score
- **70-100% (Strong Bullish):** All or most indicators agree market is going up. Consider long positions.
- **65-69% (BUY Signal Zone):** Enough confirmation for entry. BUY signals trigger here.
- **36-64% (Neutral Zone):** No clear direction. Wait for clearer setup or maintain existing positions.
- **31-35% (SELL Signal Zone):** Enough confirmation for exit. SELL signals trigger here.
- **0-30% (Strong Bearish):** All or most indicators agree market is going down. Avoid longs or consider shorts.
### Step-by-Step Usage
1. **Add to chart:** Click "Add to favorites" then add from your indicators list
2. **Check the score:** Look at the dashboard table in the top-right corner
3. **Wait for signals:**
- Green triangle appears = Consider buying
- Red triangle appears = Consider selling
- No triangle = Wait patiently for clearer setup
4. **Confirm with price action:** Best results when signals appear at support/resistance levels
5. **Use risk management:** Always set stop losses (3-5% below entry for longs)
6. **Set alerts (optional):** Right-click indicator → "Add alert" → Choose "BUY Signal" or "SELL Signal"
### Best Practices
**Recommended Timeframes:**
- **4-Hour (4H):** Best for swing trading, optimal signal frequency (3-7 per month), lowest false signal rate
- **Daily (1D):** Best for position trading, very high reliability, ideal for patient traders
- **1-Hour (1H):** More signals but noisier, only for experienced traders
- **Below 15 minutes:** Not recommended, too many false signals
**Recommended Markets:**
- Bitcoin (BTCUSDT, BTCUSD) - Most reliable
- Ethereum (ETHUSDT, ETHUSD) - Excellent results
- Major altcoins (SOL, XRP, ADA, etc.) - Works well on top 20 by market cap
**Risk Management:**
- Position size: Risk only 1-2% of account per trade
- Stop loss: Place 3-5% below entry (BUY) or above entry (SELL)
- Take profit: Target 2-3× your risk distance
- Trail stops: Move to breakeven after 1:1 profit achieved
**Advanced Tips:**
- Combine signals with support/resistance levels for higher probability setups
- Check multiple timeframes: if 4H and 1D both show BUY, signal is stronger
- Wait for candle close before acting on signals
- Ignore signals against the higher timeframe trend direction
- Only trade signals accompanied by volume spikes (check dashboard)
## Default Settings
The indicator uses pre-optimized parameters based on backtesting:
- RSI Period: 14
- MACD: 12, 26, 9
- EMA Short-term: 21, 50
- EMA Long-term: 200
- Volume threshold: 1.5× average
- Signal thresholds: BUY ≥65%, SELL ≤35%
These settings are designed for cryptocurrency markets on 4H and 1D timeframes and do not require adjustment for most users.
## Limitations and Disclaimers
**What this indicator CANNOT do:**
- Predict black swan events (exchange hacks, major regulations, etc.)
- Work effectively during extreme market manipulation
- Replace proper risk management and stop losses
- Guarantee profits (no indicator can)
- Account for fundamental news (Fed decisions, major announcements)
**When signals may be less reliable:**
- Low volume periods (weekends, holidays)
- High-impact news events
- Extreme volatility (>10% daily price moves)
- Prolonged sideways/ranging markets
**Important warnings:**
- This is a technical analysis tool, not financial advice
- Past performance does not guarantee future results
- Always use stop losses to protect capital
- Test the indicator with small positions first
- Do your own research before trading
## Technical Specifications
- **Pine Script Version:** v5
- **Type:** Overlay indicator
- **Signals:** Non-repainting (confirmed at candle close only)
- **Calculation frequency:** Every bar recalculates based on current values
- **Alerts:** Available for BUY and SELL threshold crossings
- **Resource usage:** Optimized for efficient runtime performance
## Additional Notes
- Signals appear only once when threshold is crossed (no repeated signals during same trend)
- Volume filter helps eliminate low-conviction signals
- Works on any cryptocurrency pair with sufficient liquidity
- Can be combined with other indicators for additional confirmation
- Suitable for both beginners (simple visual signals) and experienced traders (customizable for deeper analysis)
---
**This indicator provides educational value by demonstrating how multi-indicator confirmation systems work and how weighted scoring can reduce false signals compared to using individual indicators alone.**
Beta Coefficient & RSI Table (Midcaps vs Majors)Beta Coefficient & RSI Table (Midcaps vs Majors)
This script builds a comprehensive beta comparison framework between midcap assets and majors for benchmarks, enhanced with a simple RSI midline strategy for clean entry and exit signaling.
In addition to beta-based relative analysis, the script:
Computes raw RSI values on midcap assets for standalone trend qualification
Evaluates every midcap/major ratio combination using the same RSI-based regime logic
Produces binary (0 / 1) signals suitable for systematic filtering and automation
Designed with automation in mind, this script is perfect for daily alerts that can send webhooks externally, and is fully compatible to reliably daily close updates for:
Ratio beta comparisons (midcaps vs majors)
Binary RSI crossover signals on each ratio
Base midcap trend state (RSI > 45 indicating an active uptrend) - 45 made for a slightly faster entry signal if used as a preliminary filter
This makes the table ideal for automated system building, signal aggregates, and hands-off portfolio logic.
Full credits to @MarktQuant and @NianiaFrania🐸 for the original script source.
EMA + RSI + MACD DashboardEasy Box for group_ema = "EMA Settings"
group_rsi = "RSI Settings"
group_macd = "MACD Settings"
group_display = "Display Settings"
Bank CRE Stress & Short Risk Overlay + Dashboard
🏦 Bank CRE Short-Selling Dashboard:
- Expands the static database to better match the dashboard's highCRE + shortCandidates.
- Uses CRE ratio thresholds from dashboard (e.g., critical ~>500%, high ~400-500%, etc.).
- Keeps price stress logic (you can tweak it).
- Includes more failed/failed-like flags.
Access the Live Risk Monitoring & Trade Opportunities 🏦 Bank CRE Short-Selling Dashboard
claude.ai
SolQuant WatermarkSOLQUANT WATERMARK
The SolQuant Watermark is a professional-grade utility script designed for traders, educators, and content creators who want to keep their charts organized and branded. By utilizing Pine Script’s table functions, this indicator ensures your custom text and symbol data stay pinned to the screen, regardless of where you scroll on the price action.
KEY FEATURES
Customizable Branding: Display your community name, website, or social handles anywhere on the chart.
Automated Symbol Data: Dynamic tracking of the current Asset, Timeframe, and Date—perfect for keeping screenshots contextually accurate.
Precision Placement: Choose from 9 different anchor points (Top-Left, Bottom-Right, etc.) to ensure the UI never interferes with your technical analysis.
Visual Scaling: 5 different size settings (Tiny to Huge) to accommodate high-resolution displays or mobile viewing.
Aesthetic Control: Fully adjustable color palettes, background transparency, and border toggles.
WHY USE A TABLE-BASED WATERMARK?
Unlike standard chart labels which are tied to specific price/time coordinates, this tool uses the Table API . This means:
The watermark stays in place while you scroll through history.
It doesn't disappear when you "hide" other drawing tools.
It scales consistently across different devices.
INSTRUCTIONS
1. Branding: Open settings and type your link or handle into the "Quote Text" area.
2. Symbol Info: Toggle the "Symbol Info" section to automatically display asset names and dates for your records.
3. Layout: Use the X and Y position dropdowns to move the modules if they overlap with your current price action or other indicators.
Note: This is a visual utility tool only. It does not provide trade signals or financial advice.
SessionsBuilt to display useful time sessions, mostly Frankfort and NY.
It also display the Asian range and fractal bars.
All three sub indicators are toggable separatly.
Works best for french trades as it's how it's been coded for.
If you want adapt it to your timezone, edit the "Fuseau horaire" option to match yours.
I intend to add another big indicator to make a cool package in the future.
I will soon try to make everything editable so you can chose what you can display (dont ask for when)
This is a full vibe coded script, feel free to fork it and edit it to your convenience as long as you credit me and share me yours so we can see what can be improved.
Enjoy :)
High Breakout PRO - Huy Hoang Trader
# High Breakout PRO - Huy Hoang Trader - Strategy Description
## 🚀 Overview
**High Breakout PRO** is a professional-grade Trend Following strategy designed to capture major market moves while strictly managing risk. Built on the core philosophy of "Price Action Breakouts," this script enhances the classic Donchian Channel breakout method with modern risk management tools like the **Hybrid Exit** and **EMA Trend Filter**.
This strategy is optimized for **Gold (XAUUSD)**, **Bitcoin (BTC)**, and **Major Stocks (AAPL, AMZN)** on **H4 and Daily** timeframes.
## 💎 Key Features
1. **Trend Filter (EMA):** Only takes long positions when the price is above the 200-period EMA. This filters out counter-trend noise and significantly improves winning probability.
2. **Hybrid Exit Mechanism ("Holy Grail"):** A unique dynamic trailing stop that combines:
* **Price Structure:** Uses the lowest low of the last Y bars (Donchian Support).
* **Volatility:** Uses ATR-based trailing (Chandelier Exit logic).
* *Logic:* The system automatically chooses the **tighter** (higher) stop level between the two, ensuring you lock in profits rapidly during strong volatility while giving the trade room to breathe during accumulation.
3. **Professional Visuals:** A refined "Wealth & Earth" themes (Gold/Silver/Brown) specifically designed to reduce eye strain and provide clear, professional signal visibility without chart clutter.
## 🛠 Strategy Logic
### entry rules
* **Breakout:** Price closes above the Highest High of the last `X` bars (Default: 20).
* **Trend Confirmation:** Closing Price > EMA 200 (Configurable).
### Exit Rules
* **Dynamic Stop Loss:** The trade is closed when price breaches the **Hybrid Trailing Stop**.
* The Trailing Stop never moves down. It only moves up as price increases.
* It effectively adapts to both slow-grinding trends and explosive spikes.
## ⚙️ Best Settings (Recommended)
* **Timeframe:** H4 (Swing Trading) or Daily (Position Trading).
* **Entry Period (X):** 20
* **Exit Period (Y):** 10
* **Trend Filter:** ON (EMA 200)
* **Risk Management:** Hybrid Mode (ATR Multiplier 3.0)
## ⚠️ Disclaimer
This strategy follows trends. It may experience drawdowns during choppy/sideways markets. Always use proper risk management (position sizing) and backtest on your specific asset before live trading.
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*Developed by Antigravity. Empowering traders with institutional-grade tools.*
Contact for work: www.facebook.com
The Rumers Box Strategy+ v1.5.0The Rumers Box Strategy - Visual Trading Setup Analyzer
This indicator implements Doug Rumers' Box Strategy methodology for identifying high-probability trading setups based on historical price ranges and opening candle analysis.
Key Features:
Customizable Box Construction - Define a "Box Date" to establish the high/low range that forms your trading framework
8:45 Candle Analysis - Automatically identifies and validates the opening candle on your specified "Analysis Date"
20% Rule Validation - Visual confirmation when the 8:45 candle range meets the 20% threshold of the box range
Entry Zone Highlighting - Clear visual marking of the top 20% (short zone) and bottom 20% (long zone) of the box
50% Midpoint Reference - Yellow midline for price action analysis
Multi-Timezone Support - Works with 12 major timezones including US, European, Asian, and Pacific markets
Comprehensive Info Panel - Real-time display of all key metrics including box range, thresholds, and setup validity
Historical Analysis - Time-based positioning allows analysis of any historical date without bar index limitations
How to Use:
Select your timezone
Choose the Box Date (the date that establishes your high/low range)
Choose the Analysis Date (the date to check the 8:45 candle)
The indicator will display a ✓ or ✗ showing whether the setup meets the 20% rule
Trade within the highlighted entry zones when valid setups appear
Perfect for: Day traders and swing traders using systematic, rule-based entry strategies on NAS100, ES, and other index futures.
Stop Getting Whipsawed. Meet Fimathe Elite V40 (State Machine LoThe trader's biggest enemy isn't the market—it's indecision and market noise. "Should I enter now?", "The price pulled back, should I exit or hold?".
To solve this, I developed Fimathe Elite V40. This is not just a simple indicator; it is a complete Trade Management System based on the renowned Fimathe technique (Reference Channels & Neutral Zones), but armored with institutional-grade algorithms to filter out fake signals.
💡 WHY IS THIS SCRIPT DIFFERENT?
Most indicators repaint or spam "Sell" signals the moment a candle turns red, even during a healthy bullish pullback. Fimathe Elite V40 solves this using a sophisticated State Machine Engine.
1. The "State Machine" Technology (No Noise): The script has "memory". It knows if you are already positioned.
Silence: If you are in a trade, it ignores minor fluctuations. It will NOT spam new signals during a consolidation.
Action: It only alerts you in two specific scenarios: Profit Expansion (Level Breakout) or True Reversal (Close against the Stop Loss).
2. Smart Trend Detection (Linear Regression): Instead of guessing the trend, the script calculates the mathematical slope of the last X bars using Linear Regression.
If the slope is positive = It creates Bullish Channels (Reference Channel on Top).
If the slope is negative = It creates Bearish Channels (Reference Channel on Bottom). This prevents you from trading against the mathematical flow of the market.
3. Visual Trade Management:
Active Stop Loss (Orange Line): A visual floor/ceiling that trails the price. If the price does not close beyond this line, you stay in the trade, ignoring emotional wicks.
Active Target (Green Line): Shows exactly where the next expansion level is.
Full Grid: Automatically projects Level 1, 2, and 3 for roadmap planning.
🚀 HOW TO TRADE:
Wait for the Map: Let the script draw the CR (Reference Channel) and NZ (Neutral Zone) automatically (it skips the volatile opening minutes).
The Signal: Wait for the "BUY (Breakout)" or "SELL (Breakout)" label. This signal appears on the close of the breakout candle.
The Entry: Enter on the violation of that candle's high/low.
The Ride: Follow the Orange Line. As the price conquers new levels, the Stop Loss automatically moves up (Trailing Stop) to lock in profits.
🛡️ Risk Management: This tool is designed to force discipline. It visually shows you that a pullback is not a reversal, keeping you in the trend longer and getting you out immediately when the structure actually breaks.
Relative Equal Highs/Lows by tncylyvRelative Equal Highs/Lows
Relative Equal Highs/Lows (REH/REL) is a technical analysis utility designed to identify significant liquidity pools based on Smart Money Concepts (SMC). Unlike standard support and resistance tools that look for single touches, this script identifies sequences of swing points that form relatively flat or slightly stepping structures.
These structures typically represent engineered liquidity or inducement levels where stop-losses are clustered. The indicator visualizes these areas and projects the price level that is likely to be targeted by future price action.
Core Concepts
Relative Structure Detection
Markets rarely form perfectly equal double tops or bottoms to the exact tick. This indicator detects "Relative" Equal Highs or Lows by analyzing a sequence of swing points. It looks for a user-defined number of swings (default is 3) that occur within a specific point threshold of each other, forming a trendline liquidity or flat structure.
Validation System (Noise Reduction)
A distinct feature of this script is its validation mechanism. When a potential pattern is detected, it is not drawn immediately. Instead, it enters a "pending" state for a specific number of bars.
• If price immediately breaks the level during this wait period, the pattern is discarded as noise.
• If the level remains unmitigated after the wait period, it is confirmed and drawn on the chart.
This logic helps reduce clutter and false signals caused by immediate volatility.
Standard Data Integrity
The indicator explicitly requests standard ticker data for all calculations. This ensures that even if you are viewing Heikin Ashi, Renko, or other synthetic chart types, the liquidity levels remain accurate to the real market OHLC prices.
Key Features
• Customizable Swing Detection: You can define how many swings are required to form a pattern (e.g., 2 for double tops/bottoms, 3 or more for extended liquidity pools).
• Gap Management: Options to enforce a minimum number of bars between swings to ensure the structure covers a significant timeframe.
• Mitigation Handling: Choose exactly how a level is considered broken (Wick Touch, Candle Close, or Sweep/Rejection).
• Visual Connectors: Optional dotted lines connect the specific pivot points used to derive the level, helping you visualize the structure of the liquidity.
Settings Overview
Pivot Length
Determines the lookback period to define a Swing High or Low. Higher values will identify more significant market structures.
Max Step Difference (Points)
This is the tolerance range allowed between consecutive swing points. Since this calculates based on raw points, this value must be adjusted significantly depending on the asset class (e.g., Forex pairs versus Crypto or Indices) to match the price scale of the instrument.
Required Swings Amount
The number of swing points required to confirm a pattern.
Min Bars Between Swings
Ensures that the detected pivots are distinct and spaced out by a minimum amount of time.
Validation Wait (Bars)
The duration a pattern must survive before being rendered. Increasing this value filters out structures that are immediately swept.
Mitigation Mode
• Wick Touch: The level is mitigated as soon as a wick touches it.
• Close Through: The level is only mitigated if a candle closes beyond it.
• Sweep Reject: The level is mitigated only if price sweeps it but closes back inside the range.
Visualization
Controls the colors, line styles, and line widths for both active and mitigated levels. Connectors can be toggled on or off to show the path of the swing points.
Dual Bollinger Band Zones (20,2 & 20,0.7)To Indentify Zone 1, Zone 2, Zone 3 and Zone 4
Tradeable zone: Zone 1 for Long and Zone 4 for Short
No Trade Zone: Zond 2 and Zone 3
Weighted NIFTY 5D Directional BreadthOverview
This indicator measures market participation quality within the NIFTY index by tracking how many heavily-weighted stocks are contributing to index direction over a rolling 5-day period.
Instead of counting simple up/down closes, it evaluates directional momentum × index weight, making it far more reliable for identifying narrow leadership, distribution, and late-stage rallies.
Why this indicator matters
Indexes can continue making higher highs even when only a few large stocks are doing the lifting.
This tool reveals what price alone hides:
Whether participation is broad or narrowing
When index highs are being driven by fewer contributors
Early warnings of fragility before corrections
How it works
Each selected NIFTY stock is assigned a weight approximating index influence
The indicator checks whether each stock is up or down versus its 5-day close
Directional signals are weighted and aggregated
The result is a single breadth line reflecting true contribution strength
Positive values → weighted participation is supportive
Negative values → weighted drag beneath the index
How to interpret
Index Higher High + Indicator Lower High
→ Narrow leadership, distribution risk
Indicator turns down before price
→ Early loss of momentum
Sustained positive readings
→ Healthy, broad participation
Sustained negative readings
→ Market weakness beneath the surface
This is not a buy/sell signal, but a context and risk-assessment tool.
Best use cases
Identifying late-stage rallies
Confirming or rejecting breakouts
Risk management for index trades
Combining with price structure or momentum indicators
Notes
Designed for Daily and higher timeframes
Uses non-repainting logic
Best used alongside price action and structure
Disclaimer
This indicator is intended for educational and analytical purposes only.
It does not provide financial advice or trade recommendations.
RS Filtered RSIRS Filtered RSI (RSF RSI) | MisinkoMaster
The RS Filtered RSI is an advanced RSI-based indicator that enhances the traditional RSI by applying a custom filtering technique using Fourier transform principles. This reduces noise and improves the clarity of signals, helping traders better identify trend direction and potential reversals.
Key Features
Combines classic RSI calculation with Fourier-based filtering for noise reduction
Dynamically adapts to price momentum using Relative Strength filtering
Provides clear bullish and bearish trend signals with customizable thresholds
Includes overbought and oversold levels for better entry and exit timing
Plots divergence histogram to highlight momentum changes
Candle coloring aligns with trend direction for intuitive reading
Highly configurable via inputs for RSI length, filter length, Fourier length, and thresholds
How It Works
Calculates a standard RSI on the selected price source over the chosen length.
Applies a Discrete Fourier Transform (DFT) on recent price data to extract dominant frequency components and filter noise (code adapted from @BackQuant).
Uses Fourier magnitudes combined with RSI values to build a filter that strengthens the RSI signal and filters weak moves.
Applies upper and lower thresholds on the filtered RSI to define bullish and bearish trends.
Visualizes trend signals, divergence, and overbought/oversold zones with colored plots and candles.
Inputs Overview
Length — RSI calculation period
Source — Price input (default: close)
Filter Length — Length for Relative Strength filter
Fourier Length — Number of bars used for Fourier transform
Upper Threshold — Level above which bullish trend is signaled
Lower Threshold — Level below which bearish trend is signaled
Overbought — RSI level considered overbought
Oversold — RSI level considered oversold
Usage Notes
Best suited for traders who want a smoother, less noisy RSI signal especially in volatile markets.
Can be combined with other indicators or price action for better confirmation.
Adjust Fourier length and filter parameters to balance smoothness and responsiveness.
Use divergence histogram to spot momentum shifts early.
Candle coloring makes trend identification more intuitive.
Not a standalone trading signal — always backtest and manage risk accordingly.
Shout Out
Special thanks to @BackQuant for the Fourier transform code that inspired the filtering technique in this indicator.
Disclaimer
This indicator is for educational use only and does not constitute financial advice. Trading involves risk. Please do your own research and trade responsibly.
True Range Smoothed SuperTrendTrue Range Smoothed SuperTrend (TRS SuperTrend | MisinkoMaster)
The True Range Smoothed SuperTrend is an innovative trend analysis indicator designed to identify clear market trends while minimizing noise. By combining a smoothed price source weighted by true range values with an ATR-based volatility multiplier, this tool delivers reliable trend signals adaptable to a wide variety of asset classes and timeframes.
It’s particularly useful for traders seeking a versatile trend-following system that balances sensitivity and stability.
🔍 Concept & Idea
The indicator enhances the classic SuperTrend concept by using a true range–weighted smoothing of price data instead of raw price or simple moving averages. This weighting helps focus on periods with higher volatility, improving the relevance of trend detection.
Along with smoothing, the indicator applies an ATR-based volatility multiplier to dynamically adjust the upper and lower trend bands, adapting to current market volatility conditions.
⚙️ How It Works
True Range Weighted Smoothing:
The source price (default: low) is multiplied by the true range values over the lookback period.
These weighted values are summed and normalized by the total true range sum.
The result is further smoothed using an Exponential Moving Average (EMA) with a length proportional to the square root of the input length, reducing noise while preserving trend responsiveness.
ATR-based Bands:
The Average True Range (ATR) is calculated with the same length as the smoothing period.
The ATR is multiplied by a user-defined multiplier to establish dynamic upper and lower bands around the smoothed price.
Trend Determination:
When the source price crosses above the upper band, a bullish trend is signaled.
Conversely, crossing below the lower band signals a bearish trend.
These crossings update the trend state, which controls plotted bands and trend labels.
🧩 Inputs Overview
Length – Controls the lookback period for true range weighting, ATR calculation, and smoothing. Affects sensitivity and smoothness (default 37).
Source – Price source used for calculation, defaulting to low.
Multiplier – Scales the ATR bands to adjust volatility sensitivity (default 1.45).
📌 Usage Notes
The TRS SuperTrend works well across various asset classes and timeframes.
The true range weighting improves trend detection in volatile markets by emphasizing price moves during active periods.
Adjust the length and multiplier inputs to balance between noise reduction and responsiveness for your specific market and strategy.
Trend changes are visually marked with “𝓛𝓸𝓷𝓰” and “𝓢𝓱𝓸𝓻𝓽” labels directly on the chart.
Background fills between bands and price improve visual clarity.
Combine with other confirmation tools and risk management practices for best results.
Not a standalone trading system; always validate and backtest prior to live trading.
⚠️ Disclaimer
This script is provided for educational and informational purposes only and does not constitute financial advice. Trading involves risk and users should perform their own analysis before making trading decisions.
Enjoy smoother and clearer trend analysis with the True Range Smoothed SuperTrend!
