Buy/Sell Zones – TV Style//@version=5
indicator("Buy/Sell Zones – TV Style", overlay=true, timeframe="", timeframe_gaps=true)
//=====================
// الإعدادات
//=====================
len     = input.int(100,  "Length", minval=10)
useATR  = input.bool(true, "Use ATR (بدل الانحراف المعياري)")
mult    = input.float(2.0, "Band Multiplier", step=0.1)
useRSI  = input.bool(true, "تفعيل فلتر RSI")
rsiOB   = input.int(70, "RSI Overbought", minval=50, maxval=90)
rsiOS   = input.int(30, "RSI Oversold",  minval=10, maxval=50)
//=====================
// القناة: أساس + انحراف
//=====================
basis = ta.linreg(close, len, 0)
off   = useATR ? ta.atr(len) * mult : ta.stdev(close, len) * mult
upper = basis + off
lower = basis - off
// نطاق علوي/سفلي بعيد لعمل تعبئة المناطق
lookback      = math.min(bar_index, 500)
topBand       = ta.highest(high, lookback)  + 50 * syminfo.mintick
bottomBand    = ta.lowest(low, lookback)    - 50 * syminfo.mintick
//=====================
// الرسم
//=====================
pUpper   = plot(upper, "Upper", color=color.new(color.blue, 0), linewidth=1)
pLower   = plot(lower, "Lower", color=color.new(color.red,  0), linewidth=1)
pBasis   = plot(basis, "Basis", color=color.new(color.gray, 60), linewidth=2)
// تعبئة المناطق: فوق القناة (أزرق)، تحت القناة (أحمر)
pTop     = plot(topBand,    display=display.none)
pBottom  = plot(bottomBand, display=display.none)
fill(pUpper, pTop,    color=color.new(color.blue, 80))   // منطقة مقاومة/بيع
fill(pBottom, pLower, color=color.new(color.red,  80))   // منطقة دعم/شراء
//=====================
// خط أفقي من قمّة قريبة (يمثل مقاومة) – قريب من الخط المنقّط في الصورة
//=====================
resLen   = math.round(len * 0.6)
dynRes   = ta.highest(high, resLen)
plot(dynRes, "Recent Resistance", color=color.new(color.white, 0), linewidth=1)
//=====================
// إشارات BUY / SELL + فلتر RSI (اختياري)
//=====================
rsi = ta.rsi(close, 14)
touchLower = ta.crossover(close, lower) or close <= lower
touchUpper = ta.crossunder(close, upper) or close >= upper
buyOK  = useRSI ? (touchLower and rsi <= rsiOS) : touchLower
sellOK = useRSI ? (touchUpper and rsi >= rsiOB) : touchUpper
plotshape(buyOK,  title="BUY",  location=location.belowbar, style=shape.labelup,
     text="BUY",  color=color.new(color.green, 0), textcolor=color.white, size=size.tiny, offset=0)
plotshape(sellOK, title="SELL", location=location.abovebar, style=shape.labeldown,
     text="SELL", color=color.new(color.red,   0), textcolor=color.white, size=size.tiny, offset=0)
// تنبيهات
alertcondition(buyOK,  title="BUY",  message="BUY signal: price touched/closed below lower band (RSI filter may apply).")
alertcondition(sellOK, title="SELL", message="SELL signal: price touched/closed above upper band (RSI filter may apply).")
วัฏจักร
No-Trade Zones UTC+7This indicator helps you visualize and backtest your preferred trading hours. For example, if you have a 9-to-5 job, you obviously can’t trade during that time — and when backtesting, you should avoid those hours too. It also marks weekends if you prefer not to trade on those days.
By highlighting no-trade periods directly on the chart, you can easily see when you shouldn’t be taking trades, without constantly checking the time or date by hovering over the chart. It makes backtesting smoother and more realistic for your personal schedule.
Liquidity Edge™ — Clean v3 FINALThis indicator will show the S/D zone with the BOS and CHOC... This will make your trading journal easier.
Musii Macro)New york macro script. Marks and highlights when macro is on new york time session. Also the inner box marks out the high and low inside the macro
Power RSI Segment Runner [CHE]  Power RSI Segment Runner   — Tracks RSI momentum across higher timeframe segments to detect directional switches for trend confirmation.
  Summary 
This indicator calculates a running Relative Strength Index adapted to segments defined by changes in a higher timeframe, such as daily closes, providing a smoothed view of momentum within each period. It distinguishes between completed segments, which fix the final RSI value, and ongoing ones, which update in real time with an exponential moving average filter. Directional switches between bullish and bearish momentum trigger visual alerts, including overlay lines and emojis, while a compact table displays current trend strength as a progress bar. This segmented approach reduces noise from intra-period fluctuations, offering clearer signals for trend persistence compared to standard RSI on lower timeframes.
  Motivation: Why this design? 
Standard RSI often generates erratic signals in choppy markets due to constant recalculation over fixed lookback periods, leading to false reversals that mislead traders during range-bound or volatile phases. By resetting the RSI accumulation at higher timeframe boundaries, this indicator aligns momentum assessment with broader market cycles, capturing sustained directional bias more reliably. It addresses the gap between short-term noise and long-term trends, helping users filter entries without over-relying on absolute overbought or oversold thresholds.
  What’s different vs. standard approaches? 
- Baseline Reference: Diverges from the classic Wilder RSI, which uses a fixed-length exponential moving average of gains and losses across all bars.
- Architecture Differences:
  - Segments momentum resets at higher timeframe changes, isolating calculations per period instead of continuous history.
  - Employs persistent sums for ups and downs within segments, with on-the-fly RSI derivation and EMA smoothing.
  - Integrates switch detection logic that clears prior visuals on reversal, preventing clutter from outdated alerts.
  - Adds overlay projections like horizontal price lines and dynamic percent change trackers for immediate trade context.
- Practical Effect: Charts show discrete RSI endpoints for past segments alongside a curved running trace, making momentum evolution visually intuitive. Switches appear as clean, extendable overlays, reducing alert fatigue and highlighting only confirmed directional shifts, which aids in avoiding whipsaws during minor pullbacks.
  How it works (technical) 
The indicator begins by detecting changes in the specified higher timeframe, such as a new daily bar, to define segment boundaries. At each boundary, it finalizes the prior segment's RSI by summing positive and negative price changes over that period and derives the value from the ratio of those sums, then applies an exponential moving average for smoothing. Within the active segment, it accumulates ongoing ups and downs from price changes relative to the source, recalculating the running RSI similarly and smoothing it with the same EMA length.
Points for the running RSI are collected into an array starting from the segment's onset, forming a curved polyline once sufficient bars accumulate. Comparisons between the running RSI and the last completed segment's value determine the current direction as long, short, or neutral, with switches triggering deletions of old visuals and creation of new ones: a label at the RSI pane, a vertical dashed line across the RSI range, an emoji positioned via ATR offset on the price chart, a solid horizontal line at the switch price, a dashed line tracking current close, and a midpoint label for percent change from the switch.
Initialization occurs on the first bar by resetting accumulators, and visualization gates behind a minimum bar count since the segment start to avoid early instability. The trend strength table builds vertically with filled cells proportional to the rounded RSI value, colored by direction. All drawing objects update or extend on subsequent bars to reflect live progress.
  Parameter Guide 
EMA Length — Controls the smoothing applied to the running RSI; higher values increase lag but reduce noise. Default: 10. Trade-offs: Shorter settings heighten sensitivity for fast markets but risk more false switches; longer ones suit trending conditions for stability.
Source — Selects the price data for change calculations, typically close for standard momentum. Default: close. Trade-offs: Open or high/low may emphasize gaps, altering segment intensity.
Segment Timeframe — Defines the higher timeframe for segment resets, like daily for intraday charts. Default: D. Trade-offs: Shorter frames create more frequent but shorter segments; longer ones align with major cycles but delay resets.
Overbought Level — Sets the upper threshold for potential overbought conditions (currently unused in visuals). Default: 70. Trade-offs: Adjust for asset volatility; higher values delay bearish warnings.
Oversold Level — Sets the lower threshold for potential oversold conditions (currently unused in visuals). Default: 30. Trade-offs: Lower values permit deeper dips before signaling bullish potential.
Show Completed Label — Toggles labels at segment ends displaying final RSI. Default: true. Trade-offs: Enables historical review but can crowd charts on dense timeframes.
Plot Running Segment — Enables the curved polyline for live RSI trace. Default: true. Trade-offs: Visualizes intra-segment flow; disable for cleaner panes.
Running RSI as Label — Displays current running RSI as a forward-projected label on the last bar. Default: false. Trade-offs: Useful for quick reads; may overlap in tight scales.
Show Switch Label — Activates RSI pane labels on directional switches. Default: true. Trade-offs: Provides context; omit to minimize pane clutter.
Show Switch Line (RSI) — Draws vertical dashed lines across the RSI range at switches. Default: true. Trade-offs: Marks reversal bars clearly; extends both ways for reference.
Show Solid Overlay Line — Projects a horizontal line from switch price forward. Default: true. Trade-offs: Acts as dynamic support/resistance; wider lines enhance visibility.
Show Dashed Overlay Line — Tracks a dashed line from switch to current close. Default: true. Trade-offs: Shows price deviation; thinner for subtlety.
Show Percent Change Label — Midpoint label tracking percent move from switch. Default: true. Trade-offs: Quantifies progress; centers dynamically.
Show Trend Strength Table — Displays right-side table with direction header and RSI bar. Default: true. Trade-offs: Instant strength gauge; fixed position avoids overlap.
Activate Visualization After N Bars — Delays signals until this many bars into a segment. Default: 3. Trade-offs: Filters immature readings; higher values miss early momentum.
Segment End Label — Color for completed RSI labels. Default: 7E57C2. Trade-offs: Purple tones for finality.
Running RSI — Color for polyline and running elements. Default: yellow. Trade-offs: Bright for live tracking.
Long — Color for bullish switch visuals. Default: green. Trade-offs: Standard for uptrends.
Short — Color for bearish switch visuals. Default: red. Trade-offs: Standard for downtrends.
Solid Line Width — Thickness of horizontal overlay line. Default: 2. Trade-offs: Bolder for emphasis on key levels.
Dashed Line Width — Thickness of tracking and vertical lines. Default: 1. Trade-offs: Finer to avoid dominance.
  Reading & Interpretation 
Completed segment RSIs appear as static points or labels in purple, indicating the fixed momentum at period close—values drifting toward the upper half suggest building strength, while lower half implies weakness. The yellow curved polyline traces the live smoothed RSI within the current segment, rising for accumulating gains and falling for losses. Directional labels and lines in green or red flag switches: green for running momentum exceeding the prior segment's, signaling potential uptrend continuation; red for the opposite.
The right table's header colors green for long, red for short, or gray for neutral/wait, with filled purple bars scaling from bottom (low RSI) to top (high), topped by the numeric value. Overlay elements project from switch bars: the solid green/red line as a price anchor, dashed tracker showing pullback extent, and percent label quantifying deviation—positive for alignment with direction, negative for counter-moves. Emojis (up arrow for long, down for short) float above/below price via ATR spacing for quick chart scans.
  Practical Workflows & Combinations 
- Trend Following: Enter long on green switch confirmation after a higher high in structure; filter with table strength above midpoint for conviction. Pair with volume surge for added weight.
- Exits/Stops: Trail stops to the solid overlay line on pullbacks; exit if percent change reverses beyond 2 percent against direction. Use wait bars to confirm without chasing.
- Multi-Asset/Multi-TF: Defaults suit forex/stocks on 1H-4H with daily segments; for crypto, shorten EMA to 5 for volatility. Scale segment TF to weekly for daily charts across indices.
- Combinations: Overlay on EMA clouds for confluence—switch aligning with cloud break strengthens signal. Add volatility filters like ATR bands to debounce in low-volume regimes.
  Behavior, Constraints & Performance 
Signals confirm on bar close within segments, with running polyline updating live but gated by minimum bars to prevent flicker. Higher timeframe changes may introduce minor repaints on timeframe switches, mitigated by relying on confirmed HTF closes rather than intrabar peeks. Resource limits cap at 500 labels/lines and 50 polylines, pruning old objects on switches to stay efficient; no explicit loops, but array growth ties to segment length—suitable for up to 500-bar histories without lag.
Known limits include delayed visualization in short segments and insensitivity to overbought/oversold levels, as thresholds are inputted but not actively visualized. Gaps in source data reset accumulators prematurely, potentially skewing early RSI.
  Sensible Defaults & Quick Tuning 
Start with EMA length 10, daily segments, and 3-bar wait for balanced responsiveness on hourly charts. For excessive switches in ranging markets, increase wait bars to 5 or EMA to 14 to dampen noise. If signals lag in trends, drop EMA to 5 and use 1H segments. For stable assets like indices, widen to weekly segments; tune colors for dark/light themes without altering logic.
  What this indicator is—and isn’t 
This tool serves as a momentum visualization and switch detector layered over price action, aiding trend identification and confirmation in segmented contexts. It is not a standalone trading system, predictive model, or risk calculator—always integrate with broader analysis, position sizing, and stop-loss discipline. View it as an enhancement for discretionary setups, not automated alerts without validation.
  Disclaimer 
The content provided, including all code and materials, is strictly for educational and informational purposes only. It is not intended as, and should not be interpreted as, financial advice, a recommendation to buy or sell any financial instrument, or an offer of any financial product or service. All strategies, tools, and examples discussed are provided for illustrative purposes to demonstrate coding techniques and the functionality of Pine Script within a trading context.  
Any results from strategies or tools provided are hypothetical, and past performance is not indicative of future results. Trading and investing involve high risk, including the potential loss of principal, and may not be suitable for all individuals. Before making any trading decisions, please consult with a qualified financial professional to understand the risks involved.  
By using this script, you acknowledge and agree that any trading decisions are made solely at your discretion and risk.  
Do not use this indicator on Heikin-Ashi, Renko, Kagi, Point-and-Figure, or Range charts, as these chart types can produce unrealistic results for signal markers and alerts.  
 Best regards and happy trading  
Chervolino
Spooky Time (10/31/25) [VTB]Get ready to add some eerie fun to your charts this Halloween! "Spooky Time" is a lighthearted indicator that draws a festive, animated Halloween scene right on your TradingView chart. Perfect for traders who want to celebrate the spooky season without missing a beat on the markets. Whether you're analyzing stocks, crypto, or forex, this overlay brings a touch of holiday spirit to your setup.
#### Key Features:
- **Jack-o'-Lantern Pumpkin**: A detailed, glowing pumpkin with carved eyes, nose, and a jagged mouth. The eyes and mouth cycle through black (off), yellow, and red glows for a subtle animation effect, giving it that classic haunted vibe.
- **Flickering Candle**: A wax candle with a wick and an animated flame that shifts positions slightly across three frames, mimicking a real flickering light. The flame color changes between yellow, red, and orange for added dynamism.
- **Spider Web and Spider**: A spiral web with radial lines, complete with a creepy-crawly spider. The spider's legs animate with small movements, as if it's ready to pounce—perfect for that extra spooky touch!
- **Customization Options**: Toggle the "Desiringmachine" label on/off, choose its position on the chart (e.g., Bottom Center), and select the text color. The entire scene is positioned relative to the chart's open price and ATR for better scaling.
- **Animation Cycle**: The whole setup uses a simple 3-frame animation based on bar_index, making it feel alive without overwhelming your chart.
This indicator is purely visual and non-intrusive—it doesn't plot any trading signals or data, so it won't interfere with your strategies. Just add it to your chart for some Halloween cheer during your trading sessions!
**Date Note**: Timed for Halloween 2025 (10/31/25)—feel the spooky energy!
**Happy Halloween!!!** 🎃👻🕸️
Buy-Sell Indicator - Michael FernandesThis indicator combines ATR-based trailing stops with EMA crossovers to generate clear buy and sell signals.
It adapts dynamically to market volatility using the Average True Range (ATR) and optionally computes signals from Heikin-Ashi candles for smoother trends.
How It Works:
1. ATR Trailing Stop: Calculates a dynamic stop level above or below price depending on trend direction.
2. EMA Confirmation: A 1-period EMA crossover with the trailing stop helps validate entries.
3. Buy Signal: Triggered when price crosses above the trailing stop and EMA confirms momentum.
4. Sell Signal: Triggered when price crosses below the trailing stop and EMA confirms reversal.
Inputs:
1. Key Value (a): Sensitivity multiplier (higher = tighter stop, more signals).
2. ATR Period (c): Length of ATR used to measure volatility.
3. Heikin-Ashi Mode (h): Option to use smoothed candle data for cleaner trends.
KANNADI MOHANRAJA  SCALPING 5MINwhen 5 minutes candle color green and 3 min awesome up direction background color green
Swing High/Low (Adaptive)Swing High/Low (Adaptive) 
 Overview 
The Indicator is a pivot point detection tool that identifies swing highs and lows with invalidation tracking. The key differentiator of this indicator is its  adaptive invalidation system . Most pivot indicators simply mark every detected pivot without considering whether subsequent price action has made earlier pivots less relevant.
 How It Works 
The indicator uses Pine Script's native  ta.pivotlow()  and  ta.pivothigh()  functions combined with custom logic to detect swing points. The adaptive algorithm evaluates each potential pivot against the following criteria:
 For Low Pivots: 
 
  Confirms a new low pivot when it's the next expected pivot type in the swing sequence
  If consecutive lows occur, only accepts a new low if it's lower than the previous low
  Marks the previous low as invalidated when a stronger low is detected
 
 For High Pivots: 
 
  Confirms a new high pivot when it's the next expected pivot type in the swing sequence
  If consecutive highs occur, only accepts a new high if it's higher than the previous high
  Marks the previous high as invalidated when a stronger high is detected
 
This approach ensures that the indicator maintains clean swing structure and automatically adjusts when price action creates stronger pivots, providing a more realistic view of support and resistance levels.
 Settings 
 Pivot Settings: 
 
   Left Bars : Number of bars to the left required for pivot confirmation (default: 5)
   Right Bars : Number of bars to the right required for pivot confirmation (default: 5)
 
 Pivot Display Settings: 
 
  Toggle visibility for low and high pivots independently
  Customizable colors for valid pivot markers
  Low pivots marked with upward triangle (▲)
  High pivots marked with downward triangle (▼)
 
 Invalid Pivot Settings: 
 
  Optional display of invalidated pivots
  Separate color customization for invalid low and high pivots
  Helps visualize where market structure expectations changed
 
 ZigZag Settings: 
 
  Toggle ZigZag line display on/off
  Separate colors for upward and downward price swings
  Adjustable line width
 
 Use Cases 
 1. Market Structure Analysis 
Identify key swing points to understand the current market structure and trend direction. The adaptive invalidation feature ensures you're always looking at the most relevant pivots.
 2. Support and Resistance Identification 
Use confirmed swing highs and lows as potential support and resistance levels for entry and exit planning.
 3. Trend Confirmation 
The ZigZag visualization helps confirm trends by showing the sequence of higher highs and higher lows (uptrend) or lower highs and lower lows (downtrend).
 Disclaimer 
This indicator is designed as a technical analysis tool and should be used in conjunction with other forms of analysis and proper risk management. Past performance does not guarantee future results, and traders should thoroughly test any strategy before implementing it with real capital.
KANNADI MOHANRAJA SCALPINGEach 3minute time frame up direction movement background color goes to green
Zarks 4H Range, 15M Triggers Pt2🕓 4-Hour Structure Dividers ⏰
📈 Vertical lines represent each 4-hour candle broken down into smaller execution timeframes — perfect for aligning entries across 15-minute, 5-minute, and 1-minute charts.
🧭 The lines remain true and synchronized with the 4-hour structure, ensuring timing accuracy:
⏱ 15-Minute: Lines appear at :45 of each corresponding hour
⚙️ 5-Minute: Lines appear at :55 of each corresponding hour
🔹 1-Minute: Lines appear at :59 of each corresponding hour
🎯 Use these precise vertical dividers to visualize higher-timeframe structure while executing on lower-timeframe setups — ideal for confluence traders combining HTF bias with LTF precision.
Pressure Bundle“I hope you all enjoy this! I just wanted to take a moment to share something powerful — this tool has everything you need all in one place, especially for those using the free version of TradingView. No more limits, just pure growth and precision! Let’s keep winning together. 💪🔥💼 #KOBKSALUTE #RichUniversity #BigPressure #TradingViewTools #DrCurry”
Ultra-Fast Scalp Predictor 2This is a Pine Script (version 5) indicator engineered for ultra-low latency scalping, optimized specifically for very short timeframes (1-second to 1-minute charts) to predict price direction over the next 30-60 seconds.
It operates as a single, composite directional score by combining six highly sensitive, fast-moving analytical components.
Core Prediction Methodology:
The indicator calculates a single predictionScore which is a sum of six weighted factors, designed to capture immediate changes in market momentum, volatility, and order flow pressure.
The Prediction Score determines the signal:
predictUp: predictionScore is greater than the Bull Threshold ($\text{Sensitivity} \times 10$).
predictDown: predictionScore is less than the Bear Threshold ($\text{Sensitivity} \times -10$).
confidence: Calculated as the normalized absolute magnitude of the predictionScore relative to a theoretical maximum (math.abs(predictionScore) / 50 \times 100).
Scalp ThisKey Features and Components:
The indicator is built around a multi-layered approach, drawing on diverse aspects of price action and volume analysis:
 Core Inputs & Goal:
Goal: Predict short-term (1-10 second) price direction. This means it must be run on the lowest available timeframe (e.g., 1-second or 1-minute chart, as it analyzes minute-to-minute changes).
lookback (Default 8): The period used for various moving averages and extreme detection (micro highs/lows).
sensitivity (Default 1.0): Controls the threshold for generating a signal. A lower value requires the predictionScore to be less extreme to trigger an 'Up' or 'Down' signal.
Advanced Features: It includes toggles for specialized components like ML Pattern Recognition, Tick Flow Analysis, and Liquidity Zone Detection, even though the "ML" part is purely algorithmic and not actual machine learning (Pine Script doesn't support true ML).
CCI [Hash Adaptive]Adaptive CCI Pro: Professional Technical Analysis Indicator 
The Commodity Channel Index is a momentum oscillator developed by Donald Lambert in 1980. CCI measures the relationship between an asset's price and its statistical average, identifying cyclical turns and overbought/oversold conditions. The indicator oscillates around zero, with values above +100 indicating overbought conditions and values below -100 suggesting oversold conditions.
Standard CCI Formula: (Typical Price - Moving Average) / (0.015 × Mean Deviation)
This indicator transforms the traditional CCI into a sophisticated visual analysis tool through several key enhancements:
 
 Implements dual exponential moving average smoothing to eliminate market noise
 Preserves signal integrity while reducing false signals
 Adaptive smoothing responds to market volatility conditions
 
 Dynamic Color Visualization System 
 
 Continuous gradient transitions from red (bearish momentum) to green (bullish momentum)
 Real-time color intensity reflects momentum strength
 Eliminates discrete color jumps for fluid visual interpretation
 
 Adaptive Intelligence Features 
 
 Dynamic overbought/oversold thresholds adapt to market conditions
 Reduces false signals during high volatility periods
 Maintains sensitivity during low volatility environments
 
 Momentum Vector Analysis 
 
 Incorporates velocity calculations for early trend identification
 Crossover detection with momentum confirmation
 Advanced signal filtering reduces market noise
 
 Extreme Level Analysis 
 
 Values above +100: Strong overbought conditions, potential reversal zones
 Values below -100: Strong oversold conditions, potential buying opportunities
 Zero-line crossovers: Momentum shift confirmation
 
 Optimization Parameters 
 
 CCI Period (Default: 14)
 Shorter periods (10-12): Increased sensitivity, more signals
 Standard periods (14-20): Balanced responsiveness and reliability
 Longer periods (21-30): Reduced noise, stronger signal confirmation
 
 Smoothing Factor (Default: 5) 
 
 Lower values (1-3): Maximum responsiveness, suitable for scalping
 Medium values (4-6): Balanced approach for swing trading
 Higher values (7-10): Institutional-grade smoothness for position trading
 
 Signal Sensitivity (Default: 6) 
 
 Conservative (7-10): High-probability signals, reduced frequency
 Balanced (5-6): Optimal risk-reward ratio
 Aggressive (1-4): Maximum signal generation, requires additional confirmation
 
 Strategic Implementation 
 
 Oversold reversals in red zones with momentum confirmation
 Zero-line breaks with sustained color transitions
 Extreme readings followed by momentum divergence
 
 Risk Management 
 
 Use extreme levels (+100/-100) for position sizing decisions
 Monitor color intensity for momentum strength assessment
 Combine with price action analysis for comprehensive market view
 
 Market Context Application 
 
 Trending markets: Focus on momentum direction and extreme readings
 Range-bound markets: Utilize overbought/oversold levels for mean reversion
 Volatile markets: Increase smoothing parameters and signal sensitivity
 
 Professional Advantages 
 
 Instantaneous momentum assessment through color visualization
 Reduced cognitive load compared to traditional oscillators
 Professional presentation suitable for client reporting
 
 Adaptive Technology 
 
 Self-adjusting parameters reduce manual optimization requirements
 Consistent performance across varying market conditions
 Advanced mathematics eliminate common CCI limitations
 
The Adaptive CCI Pro represents the evolution of momentum analysis, combining Lambert's foundational CCI concept with modern computational techniques to deliver institutional-grade market intelligence through an intuitive visual interface.
Enhanced Price Direction Predictor📊 Core Mechanism: Rule-Based Scoring:
The indicator relies on a simplified scoring model where it checks for nine specific conditions on the bullish side and nine corresponding conditions on the bearish side.
Bullish/Bearish Score Calculation:The script initializes bullish_score and bearish_score to $0.0$.It then checks a predefined list of features (e.g., $5$-period Rate of Change, $5/20$ EMA crossover, RSI level, Order Flow direction) and adds a fixed point value (weight) to the appropriate score if the condition is met.
Overbought/Oversold Penalty:It includes a built-in risk-management element by applying a $-0.10$ penalty if the RSI is in extreme territory:RSI(14) $>$ 70 (Overbought) $\rightarrow$ Penalty to bullish_score.RSI(14) $<$ 30 (Oversold) $\rightarrow$ Penalty to bearish_score.
Probability Conversion:The probability_up is calculated by taking the ratio of the bullish_score to the total_score (sum of bullish and bearish scores):$$\text{Probability\_Up} = \frac{\text{Bullish\_Score}}{\text{Bullish\_Score} + \text{Bearish\_Score}}$ MIL:IF  the total_score is zero (i.e., no strong conditions are met), the probability defaults to $0.5$ (neutral).
⚡ Zero-Lag 60s Binary Predictor🧠 Core Anti-Lag Philosophy
The indicator's primary goal is to overcome the inherent lag of traditional indicators like the Simple Moving Average (SMA) or standard Relative Strength Index (RSI). It achieves this by focusing on:
Leading Indicators: Using derivatives of price/momentum (like acceleration and jerk—the second and third derivatives of price) to predict turns before the price action is clear.
Instantaneous Metrics: Using short lookback periods (e.g., ta.change(close, 1) or fastLength = 5) and heavily weighting the most recent data (e.g., in instMomentum).
Market Microstructure: Incorporating metrics like Tick Pressure and Order Flow Imbalance (OFI), which attempt to measure internal bar dynamics and buying/selling aggression.
Zero-Lag Techniques: Specifically, the Ehlers Zero Lag EMA, which is mathematically constructed to eliminate phase lag by predicting where the price will be rather than where it was.
HTF Session Boxes H4 > H2 > H1HTF Session Boxes H4 > H2 > H1
Visualize higher timeframe candle structures on lower timeframe charts with nested, customizable boxes.
 Overview 
HTF Session Boxes plots 4-hour, 2-hour, and 1-hour candle ranges as nested boxes directly on your lower timeframe charts (15M and below). This provides instant visual context of higher timeframe structure without switching between different chart timeframes.
 Key Features 
- Three Timeframe Levels: Simultaneously displays 4H, 2H, and 1H candle boxes
- Nested Design: Boxes are layered inside each other for clear hierarchical structure
- Real-Time Updates: Boxes dynamically adjust as higher timeframe candles develop
 Fully Customizable: 
-Individual colors and transparency for each timeframe
-Custom border colors, widths, and styles (solid, dashed, dotted)
-Toggle each timeframe on/off independently
 Best Use Cases 
-Scalping & Day Trading: Maintain awareness of higher timeframe structure while trading lower 
 timeframes
-Session Analysis: Clearly see 4H session boundaries and internal 2H/1H divisions
-Support/Resistance: Identify key levels where higher timeframe candles open, close, or create 
 highs/lows
-Multi-Timeframe Confluence: Spot when multiple timeframes align at key price levels






















