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Three Golden By Moonalert ========================= English ========================= Three Golden By Moonalert (Green Bar) BUY = All three conditions are agree uptrend. 1 candlestick is on the middle line of Bollinger Bands 2 RSI is more than 50 3 MACD cross up Zero Line (Red Bar) SELL = All three conditions are agree downtrend 1 candlestick is under the middle line of Bollinger Bands 2 RSI is less than 50 3 MACD cross down Zero Line (Yello Bar) Wait and see = some candition are agree uptrend or downtrend Basic logic is Green = Buy Red = Sell Yello = wait and see Working Good for TF Daily. ========================= THAI ========================= เขียว = ซื้อ ( Bollinger bands , Rsi , Macd บอกขึ้นทั้งหมด ) เเดง = ขาย ( Bollinger bands , Rsi , Macd บอกลงทั้งหมด ) เหลือง = นั่งนิ่งๆ ( Bollinger bands , Rsi , Macd บอกขั้นหรือลงบางตัว ) สามารถปรับMACD ระหว่าง Cross Signal กับ Cross Zeroได้ เเนะนำอย่างหลัง สามารถปรับ EMA 20 50 200 เปิดปิดได้ที่ตั้งค่า
Indikator Pine Script®
oleh TED0Title
1
Multi-timeframe MAs + Stoch RSI SignalsHello traders, I welcome you to my first published script on TradingView: “Multi-timeframe Moving Averages + Stochastic RSI”. The script is based on a simple formula: Buy signals are generated when a fast moving average is above a slower moving average (uptrend) and the Stochastic RSI K line is crossing above the oversold level (entry). Sell signals are generated when a fast moving average is below a slower moving average (downtrend) and the Stochastic RSI K line is crossing below the overbought level (entry). This indicator works best in strong trends! **Please note the above example has repainting turned on which may produce unrealistic results when viewing historical data. See below for more information regarding this and how you can turn it off.** The user has the following inputs: - Option to change the Stochastic RSI settings, including the oversold and overbought levels. - Option to enter any value for both the Fast Moving Average and the Slow Moving Average. - Option to change between EMA or SMA for each moving average. - Multiple time frames to choose from, as well as the ability to selectively turn off individual time frames (both plots and alerts). (Default time frames are 1 hour, 4 hour, and Daily. You can have a 4th time frame by changing your current time frame to something lower than the other 3 time frames) - Turn on/off repainting: If repainting is turned on you will get an alert and buy/sell signal on chart immediately when condition is met, however the signal may disappear from chart if the condition reverses during the same candle. If repainting is turned off, the indicator will wait for the candle to close before issuing the alert and painting the signal on chart. For higher time frames, the indicator will wait for the candle in the higher time frame to close before issuing a signal if repaint is turned off. Default is set to Repaint on, so please be aware of this if you do not want repainting. How to use alerts: - Before you do anything, make sure your current time frame is the lowest time frame you’d like alerts on, as you will still receive alerts for the higher time frames you selected in settings. - Once you have all the settings changed to how you like, save your chart first. Then right click on any of the indicator’s buy/sell signals on the chart and click “Add Alert on MAs + Stoch RSI”. - Make sure “Any alert() function call” is selected under the Condition. - You can delete or change the text in “Alert name” if you want as the alert message is already built into the indicator, and it will tell you in the alert message which asset and time frame to buy or sell. Other things to note: - The indicator will not display the buy/sell signals of lower time frames when you are on a higher time frame. This was done purposely to reduce clutter on the chart when you switch to higher time frames. - While the alert message will tell you which time frame a signal was generated, the plots on the chart will instead show “Buy/Sell TF1, or TF2, or TF3”. If the signal is from the current time frame that the alert was created on, then it will simply show “Buy” or “Sell”. Hope you guys enjoy using this one, please drop a like if you found it useful. If anyone wants to modify my script in any way, please just credit me for the original work when you publish the script. Good luck!
Indikator Pine Script®
oleh tommyf1001
12
Momentum Performance This Indicator displays the momentum (performance) of the symbol in percent. You can compare the performance with other symbols. The default benchmarks are the S&P 500, the MSCI World and the FTSE All World EX US. The default length corresponds to one year in the timeframes monthly, weekly and daily. In intraday the default length is 200, but you can also set your own setting. You have also the opportunity to display a average momentum performance of the main symbol.
Indikator Pine Script®
oleh brettkind
Webby's RSI (Really Simple Indicator) [LevelUp] Webby's RSI (Really Simple Indicator) is a technical indicator designed to gauge the health of an uptrend. The concept and original implementation was created by Mike Webster, previously a portfolio manager for William O'Neil, founder of Investor's Business Daily. Most often used with the Nasdaq Composite (IXIC), Webby's RSI is the percentage of the low versus the 21-day moving average. At the beginning of a bull market, the higher the value, the better, as we want to see power. Using the zones shown on the chart: 0.5% and 2.0% - Ideal 2.0% to 4.0% - Caution 4.0%+ - Warning
Indikator Pine Script®
oleh LevelUpTools
10
Trading With Colors7 hours ago Hello friends. This is simply a moving average ribbon, per se. The values for the colored ribbon can have their length calculated to fit their chosen resolution on the current one. This solved problems for me, but it was my own solution. Maybe I'll learn something new from sharing this. To everybody else who is learning as well, this script essentially serves to introduce other time-frame moving averages. This intends to helps traders find the scope of relevance and not get lost in the current time-frame. Besides the colored moving averages (2 sets, different resolutions, great zoomed in our out), I included optional check-boxes to allow comparison of sets of moving averages at will, so that the most important to the individual trader can be compared and selected specifically. I kept the default options set to keep it clean. It likely won't be the only indicator on one's chart, so it's naturally best to reduce indicator noise from one, as to not subtract from the benefit of the other indicators. I integrated tons of acquired knowledge into this, so I hope somebody finds a missing piece to their collection or a solution to a coding problem within. I also hope this provides a new insight and helps others on their path to financial freedom. Best wishes. PS: I left some old code in comments in case it helps to understand the evolution of my code. I'll update this again once it works on the Daily. You might figure it out before I do, in wish case, do share :)
Indikator Pine Script®
oleh SnorkelSteve
1
Linear Regression Pearson's R - Trend Channel StrategyThis script takes advantage of the Pearson's R attribute of the data set you provide. Pearson's R attempts to find how correlated data is with a potential pattern. If the number is negative the correlation is upwards . If it's positive the correlation is downwards . Pearson's R can only be a number between -1 and 1. It should be impossible to ever reach -1 or 1 as that would be a perfect correlation. This particular strategy involves using linear regression and Pearson's R to keep recalculating steps back from the current position until the Pearson's R reaches the desired amount. For example, in my experience I have found that 0.85 for as a buy point is very good as it means the trend is very reliable and solid. When the market tends to be bullish it tends to do so longer then when it's bearish. Likewise when a downtrend is more real, I found that 0.71 for the negative Pearson's R value is ideal and gives the best results. These can all be changed in the settings section (with the gear icon) next to when you set your results. This strategy is really fun/useful to watch if you have the replay bar mode enabled for TradingView. This script supports this and all you have to do is go into the settings and enable realtime mode . Doing this you can actually see the trend lines change in realtime and comes in very handy for seeing long term reversals as you will see the Pearson's R value start to go down or up indicating the path it's going on. WARNING: This script is very intensive on the processing power of your machine. If you find that it's to slow you may have to go into the settings of the script and adjust the 'step by' parameter so that it calculates a little faster. It won't be as accurate but it will be good enough. I feel I've optimized it with it's current setting as an example of what you want to aim for. If there are any questions do no hesitate to message or ask me. I love feedback on the community for new features and ideas! This works best with with XBTUSD on the 4 hourly chart . It does not seem to work well if you go below hourly or go above daily.
Strategi Pine Script®
oleh Gentleman-Goat
14
Traded Range & True ATRBlack line = Trade Range from the last X periods. Red Line = 61.8% of black line value. Green bar = The current trade period range. Default Value = 21 (21 days = I business month) Generally speaking, a stock moves approximately the same value daily. Knowing the approximate value it likes to stay within calms the nerves when you see retracement of price occuring. IE. Price average = 1.00 in a day. It move .75 within first hour then retraces in the opposite direction. There are still hours left in the trade day, so it is trading in its value range in order to not over extend itself. This differs in calculation from the Wells Wilder version as it smooths out jumps and only examines the ranges between high and low. A good rule of thumb is. Stop Loss = Entry Price +/- (ATR * 1.5) Take Profit = (1) Entry Price +/- ATR - 50% exit (Set Trailing Stop @ Entry Value), (2) Entry Price +/- ATR * 2 (50% of remaining).
Indikator Pine Script®
oleh priceprophet
3
RSI Multi Time Frame - Spot Panic Sell Moments and profit!Union of three RSI indicators: 1h, 4h and daily. In order to show 1h RSI, you have to set it as active time frame on the chart. Purpose: spot "triple oversold" moments, where all the three RSI are under the threshold, which is 30 by default but editable. Target Market: Cryptocurrencies. Didn't try it on other ones, may work as well. Fits Crypto well as, by experience, I can tell it usually doesn't stay oversold for long. When the market panics and triple oversold occurs, the spot is highlighted by a green vertical bar on the indicator. The indicator highlights triple overbought conditions as well (usually indicating strong FOMO), but I usually don't use it as a signal. I suggest to edit the oversold threshold in order to make it fit the coin you're studying, minimizing false positives. Special thanks to Heavy91, a Discord user, for inspiring me in this indicator. Any editing proposal is welcome! I reposted this script, as the first time I wrote it in Italian. Sorry for that.
Indikator Pine Script®
oleh lukescream
4
Percent Difference Between VWAP and Price MTFShows the difference between vwap and price in percent. You can can choose between multiple timeframe vwap. Default is normal daily. The levels on the indicator can be changed to whatever you want to. In the chart above we can see eurusd reverting up at 3% below monthly vwap, after the brexit dip, It then turns down again at 1% from monthly and lastly it turns up again at 2% from monthly. Script is a small modification of this:
Indikator Pine Script®
oleh TheYangGuizi
2
Momentum Trader ToolboxMomentum Traders Toolbox Pro combines three daily-anchored tools into one overlay so momentum traders can see trend, extension, and volatility context without stacking multiple indicators. What it includes: Daily EMAs: plots the 8/21/50 EMAs calculated on the daily timeframe on any chart. A fill between the 8 and 21 EMA helps visualize short-term momentum. ADR/ATR table: optional rows show daily ATR, ADR%, distance from the daily low, distance from the selected daily EMA (default 8), and an extension reading: EMA extension (x) = (EMA distance %) ÷ (ADR%). The extension value is color-coded by thresholds you can customize. VIX regime: pulls daily VIX and calculates a z-score over your lookback, then labels the environment as risk-on, risk-off, or neutral. The VIX values are daily-based by design, so on non-daily charts the table shows a reminder to use the daily timeframe for the VIX score. Notes: Daily values can update intraday until the daily candle closes. The EMA plots include an optional Offset; keep it at 0 if you don’t want shifted lines.
Indikator Pine Script®
oleh SPYDERMARKET
Market Regime | NY Session Killzones Indicator [ApexLegion]Market Regime | NY Session Killzones Indicator Introduction and Theoretical Background The Market Regime | NY Session Killzones indicator is designed exclusively for New York market hours (07:00-16:00 ET). Unlike universal indicators that attempt to function across disparate global sessions, this tool employs session-specific calibration to target the distinct liquidity characteristics of the NY trading day: Pre-Market structural formation (08:00-09:30), the Morning breakout window (09:30-12:00), and the Afternoon Killzone (13:30-16:00)—periods when institutional order flow exhibits the highest concentration and most definable technical structure. By restricting its operational scope to these statistically significant time windows, the indicator focuses on signal relevance while filtering the noise inherent in lower-liquidity overnight or extended-hours trading environments. I. TECHNICAL RATIONALE: THE PRINCIPLE OF CONTEXTUAL FUSION 1. The Limitation of Acontextual Indicators Traditional technical indicators often fail because they treat every bar and every market session equally, applying static thresholds (e.g., RSI > 70) without regard for the underlying market structure or liquidity environment. However, institutional volume and market volatility are highly dependent on the time of day (session) and the prevailing long-term risk environment. This indicator was developed to address this "contextual deficit" by fusing three distinct yet interdependent analytical layers: • Time and Structure (Macro): Identifying high-probability trading windows (Killzones) and critical structural levels (Pre-Market Range, PDH/PDL). • Volatility and Scoring (Engine): Normalizing intraday momentum against annual volatility data to create an objective, statistically grounded AI Score. • Risk Management (Execution): Implementing dynamic, volatility-adjusted Stop Loss (SL) and Take Profit (TP) parameters based on the Average True Range (ATR). 2. The Mandate for 252-Day Normalization (Z-Score) What makes this tool unique is its 252-day Z-Score normalization engine that transforms raw momentum readings into statistically grounded probability scores, allowing the same indicator to deliver consistent, context-aware signals across any timeframe—from 1-minute scalping to 1-hour swing trades—without manual recalibration. THE PROBLEM OF SCALE INVARIANCE A high Relative Strength Index (RSI) reading on a 1-minute chart has a completely different market implication than a high RSI reading on a Daily chart. Simple percentage-based thresholds (like 70 or 30) do not provide true contextual significance. A sudden spike in momentum may look extreme on a 5-minute chart, but if it is statistically insignificant compared to the overall volatility of the last year, it may be a poor signal. THE SOLUTION: CROSS-TIMEFRAME Z-SCORE NORMALIZATION This indicator utilizes the Pine Script function request.security to reference the Daily timeframe for calculating the mean (μ) and standard deviation (σ) of a momentum oscillator (RSI) over the past 252 trading days (one year). The indicator then calculates the Z-Score (Z) for the current bar's raw momentum (x): Z = (x - μ) / σ Core Implementation: float raw_rsi = ta.rsi(close, 14) // x = request.security(syminfo.tickerid, "D", , // σ (252 days) lookahead=barmerge.lookahead_on) float cur_rsi_norm = d_rsi_std != 0 ? (raw_rsi - d_rsi_mean) / d_rsi_std : 0.0 // Z This score provides an objective measurement of current intraday momentum significance by evaluating its statistical extremity against the yearly baseline of daily momentum. This standardized approach provides the scoring engine with consistent, global contextual information, independent of the chart's current viewing timeframe. II. CORE COMPONENTS AND TECHNICAL ANALYSIS BREAKDOWN 1. TIME AND SESSION ANALYSIS (KILLZONES AND BIAS) The indicator visually segments the trading day based on New York (NY) trading sessions, aligning the analysis with periods of high institutional liquidity events. Pre-Market (PRE) • Function: Defines the range before the core market opens. This range establishes structural support and resistance levels (PMH/PML). • Technical Implementation: Uses a dedicated Session input (ny_pre_sess). The High and Low values (pm_h_val/pm_l_val) within this session are stored and plotted for structural reference. • Smart Extension Logic: PMH/PML lines are automatically extended until the next Pre-Market session begins, providing continuous support/resistance references overnight. NY Killzones (AM/PM) • Function: Highlights high-probability volatility windows where institutional liquidity is expected to be highest (e.g., NY open, lunch, NY close). • Technical Implementation: Separate session inputs (kz_ny_am, kz_ny_pm) are utilized to draw translucent background fills, providing a clear visual cue for timing. Market Regime Bias • Function: Determines the initial directional premise for the trading day. The bias is confirmed when the price breaks either the Pre-Market High (PMH) or the Pre-Market Low (PML). • Technical Implementation: Involves the comparison of the close price against the predefined structural levels (check_h for PMH, check_l for PML). The variable active_bias is set to Bullish or Bearish upon confirmed breakout. Trend Bar Coloring • Function: Applies a visual cue to the bars based on the established regime (Bullish=Cyan, Bearish=Red). This visual filter helps mitigate noise from counter-trend candles. • Technical Implementation: The Pine Script barcolor() function is tied directly to the value of the determined active_bias. 2. VOLATILITY NORMALIZED SCORING ENGINE The internal scoring mechanism accumulates points from multiple market factors to determine the strength and validity of a signal. The purpose is to apply a robust filtering mechanism before generating an entry. The score accumulation logic is based on the following factors: • Market Bias Alignment (+3 Points): Points are awarded for conformance with the determined active_bias (Bullish/Bearish). • VWAP Alignment (+2 Points): Assesses the position of the current price relative to the Volume-Weighted Average Price (VWAP). Alignment suggests conformity with the average institutional transaction price. • Volume Anomaly (+2 Points): Detects a price move accompanied by an abnormally high relative volume (odd_vol_spike). This suggests potential institutional participation or significant order flow. • VIX Integration (+2 Points): A score derived from the CBOE VIX index, assessing overall market stability and stress. Stable VIX levels add points, while high VIX levels (stress regimes) remove points or prevent signal generation entirely. • ML Probability Score (+3 Points): This is the core predictive engine. It utilizes a Log-Manhattan Distance Kernel to compare the current market state against historical volatility patterns. The script implements a Log-linear distance formula (log(1 + |Δ|) ). This approach mathematically dampens the impact of extreme volatility spikes (outliers), ensuring that the similarity score reflects true structural alignment rather than transient market noise. Core Technical Logic (Z-Score Normalization) float cur_rsi_norm = d_rsi_std != 0 ? (raw_rsi - d_rsi_mean) / d_rsi_std : 0.0 • Technical Purpose: This line calculates the Z-Score (cur_rsi_norm) of the current momentum oscillator reading (raw_rsi) by normalizing it against the mean (d_rsi_mean) and standard deviation (d_rsi_std) derived from 252 days of Daily momentum data. If the standard deviation is zero (market is perfectly flat), it safely returns 0.0 to prevent division by zero runtime errors. This allows the AI's probability score to be based on the current signal's significance within the context of the entire trading year. 3. EXECUTION AND RISK MANAGEMENT (ATR MODEL) The indicator utilizes the Average True Range (ATR) volatility model. This helps risk management scale dynamically with market volatility by allowing users to define TP/SL distances independently based on the current ATR. Stop Loss Multiplier (sl_mult) • Function: Sets the Stop Loss (SL) distance as a configurable multiple of the current ATR (e.g., 1.5 × ATR). • Technical Logic: The price level is calculated as: last_sl_price := close - (atr_val * sl_mult). The mathematical sign is reversed for short trades. Take Profit Multiplier (tp_mult) • Function: Sets the Take Profit (TP) distance as a configurable multiple of the current ATR (e.g., 3.0 × ATR). • Technical Logic: The price level is calculated as: last_tp_price := close + (atr_val * tp_mult). The mathematical sign is reversed for short trades. Structural SL Option • Function: Provides an override to the ATR-based SL calculation. When enabled, it forces the Stop Loss to the Pre-Market High/Low (PMH/PML) level, aligning the stop with a key institutional structural boundary. • Technical Logic: The indicator checks the use_struct_sl input. If true, the calculated last_sl_price is overridden with either pm_h_val or pm_l_val, dependent on the specific trade direction. Trend Continuation Logic • Function: Enables signal generation in established, strong trends (typically in the Afternoon session) based on follow-through momentum (a new high/low of the previous bar) combined with a high Signal Score, rather than exclusively relying on the initial PMH/PML breakout. • Technical Logic: For a long signal, the is_cont_long logic specifically requires checks like active_bias == s_bull AND close > high , confirming follow-through momentum within the established regime. Smart Snapping & Cleanup (16:00 Market Close) • Function: To maintain chart cleanliness, all trade boxes (TP/SL), AI Prediction zones, Killzone overlays (NY AM/PM), and Liquidity lines (PDH/PDL) are automatically "snapped" and cut off precisely at 16:00 NY Time (Market Close). • Technical Logic: When is_market_close condition is met (hour == 16 and minute == 0), the script executes cleanup logic that: ◦ Closes active trades and evaluates final P&L ◦ Snaps all TP/SL box widths to current bar ◦ Truncates AI Prediction ghost boxes at market close ◦ Cuts off NY AM/PM Killzone background fills ◦ Terminates PDH/PDL line extensions ◦ Prevents visual clutter from extending into post-market sessions 4. LIQUIDITY AND STRUCTURAL ANALYSIS The indicator plots key structural levels that serve as high-probability magnet zones or areas of potential liquidity absorption. • Pre-Market High/Low (PMH/PML): These are the high and low established during the configured pre-market session (ny_pre_sess). They define the primary structural breakout level for the day, often serving as the initial market inflection point or the key entry level for the morning session. • PDH (Previous Day High): The high of the calendar day immediately preceding the current bar. This represents a key Liquidity Pool; large orders are often placed above this level, making it a frequent target for stop hunts or liquidity absorption by market makers. • PDL (Previous Day Low): The low of the calendar day immediately preceding the current bar. This also represents a key Liquidity Pool and a high-probability reversal or accumulation point, particularly during the Killzones. FIFO Array Management The indicator uses FIFO (First-In-First-Out) array structures to manage liquidity lines and labels, automatically deleting the oldest objects when the count exceeds 500 to comply with drawing object limits. 5. AI PREDICTION BOX (PREDICTIVE MODEL) Function: Analyzes AI scores and volatility to project predicted killzone ranges and duration with asymmetric directional bias. A. DIRECTIONAL BIAS (ASYMMETRIC EXPANSION) The prediction model calculates directional probability using the ML kernel's 252-day Normalized RSI (Z-Score) and Relative Volume (RVOL). The prediction box dynamically adjusts its range based on this probability to provide immediate visual feedback on high-probability direction. Bullish Scenario (ml_prob > 1.0): • Upper Range: Expands significantly (1.5x multiplier) to show the aggressive upside target • Lower Range: Tightens (0.5x multiplier) to show the invalidation level • Visual Intent: The box is visibly skewed upward, immediately communicating bullish bias without requiring numerical analysis. Bearish Scenario (ml_prob < -1.0): • Upper Range: Tightens (0.5x multiplier) to show the invalidation level • Lower Range: Expands significantly (1.5x multiplier) to show the aggressive downside target • Visual Intent: The box is visibly skewed downward, immediately communicating bearish bias. Neutral Scenario (-1.0 < ml_prob < 1.0): Both ranges use balanced multipliers, creating a symmetrical box that indicates uncertainty. B. DYNAMIC VOLATILITY BOOSTER (SESSION-BASED ADAPTATION) The prediction box adjusts its volatility multiplier based on the current session and market conditions to account for intraday volatility patterns. AM Session (Morning: 07:00-12:00): • Base Multiplier: 1.0x (Neutral Base) • Logic: Morning sessions often contain false breakouts and noise. The base multiplier starts neutral to avoid over-projecting during consolidation. • Trend Booster: Multiplier jumps to 1.5x when: Price > London Session Open AND AI is Bullish (ml_prob > 0), OR Price < London Session Open AND AI is Bearish (ml_prob < 0) • Logic: When the London trend (typically 03:00-08:00 NY time) aligns with the AI model's directional conviction, the indicator aggressively targets higher volatility expansion. This filters for "institutional follow-through" rather than random morning chop. PM Session (Afternoon: 13:00-16:00): • Fixed Multiplier: 1.8x • Logic: The PM session, particularly the 13:30-16:00 ICT Silver Bullet window, often contains the "True Move" of the day. A higher baseline multiplier is applied to emphasize this session's significance over morning noise. Safety Floor: A minimum range of 0.2% of the current price is enforced regardless of volatility conditions. • Purpose: Maintains the prediction box visibility during extreme low-volatility consolidation periods where ATR might collapse to near-zero values. Volatility Clamp Protection: Maximum volatility is capped at three times the current ATR value. During flash crashes, circuit breaker halts, or large overnight gaps, raw volatility calculations can spike to extreme levels. This clamp prevents prediction boxes from expanding to unrealistic widths. Technical Implementation: f_get_ai_multipliers(float _prob) => float _abs_prob = math.abs(_prob) float _range_mult = 1.0 float _dur_mult = 1.0 if _abs_prob > 30 _range_mult := 1.8 else if _abs_prob > 10 _range_mult := 1.2 else _range_mult := 0.7 C. PRACTICAL INTERPRETATION • Wide Upper Range + Tight Lower Range: Strong bullish conviction. The model expects significant upside with limited downside risk. • Tight Upper Range + Wide Lower Range: Strong bearish conviction. The model expects significant downside with limited upside. • Symmetrical Range: Neutral/uncertain market. Wait for directional confirmation before entry. • Large Box (Extended Duration): High-confidence prediction expecting sustained movement. • Small Box (Short Duration): Low-confidence or choppy conditions. Expect quick resolution. III. PRACTICAL USAGE GUIDE: METHODOLOGY AND EXECUTION A. ESTABLISHING TRADING CONTEXT (THE THREE CHECKS) The primary goal of the dashboard is to filter out low-probability trade setups before they occur. • Timeframe Selection: Although the core AI is normalized to the Daily context, the indicator performs optimally on intraday timeframes (e.g., 5m, 15m) where session-based volatility is most pronounced. • PHASE Check (Timing): Always confirm the current phase. The highest probability signals typically occur within the visually highlighted NY AM/PM Killzones because this is when institutional liquidity and volume are at their peak. Signals outside these zones should be treated with skepticism. • MARKET REGIME Check (Bias): Ensure the signal (BUY/SELL arrow) aligns with the established MARKET REGIME bias (BULLISH/BEARISH). Counter-bias signals are technically allowed if the score is high, but they represent a higher risk trade. • VIX REGIME Check (Risk): Review the VIX REGIME for overall market stress. Periods marked DANGER (high VIX) indicate elevated volatility and market uncertainty. During DANGER regimes, reducing position size or choosing a wider SL Multiplier is advisable. B. DASHBOARD INTERPRETATION (THE REAL-TIME STATUS DISPLAY) The indicator features a non-intrusive dashboard that provides real-time, context-aware information based on the core analytical engines. PHASE: (PRE-MARKET, NY-AM, LUNCH, NY-PM) • Meaning: Indicates the current institutional session time. This is derived from the customizable session inputs. • Interpretation: Signals generated during NY-AM or NY-PM (Killzones) are generally considered higher-probability due to increased institutional participation and liquidity. MARKET REGIME: (BULLISH, BEARISH, NEUTRAL) • Meaning: The established directional bias for the trading day, confirmed by the price breaking above the Pre-Market High (PMH) or below the Pre-Market Low (PML). • Interpretation: Trading with the established regime (e.g., taking a BUY signal when the regime is BULLISH) is the primary method. NEUTRAL indicates that the PMH/PML boundary has not yet been broken, suggesting market ambiguity. VIX REGIME: (STABLE, DANGER) • Meaning: A measure of overall market stress and stability, based on the CBOE VIX index integration. The thresholds (20.0 and 35.0 default) are customizable by the user. • Interpretation: STABLE indicates stable volatility, favoring momentum trades. DANGER (VIX > 35.0) indicates extreme stress; signals generated in this environment require caution and often necessitate smaller position sizing. SIGNAL SCORE: (0 to 10+ Points) • Meaning: The accumulated score derived from the VOLATILITY NORMALIZED AI SCORING ENGINE, factoring in bias, VWAP alignment, volume, and the Z-Score probability. • Interpretation: The indicator generates a signal when this score meets or exceeds the Minimum Entry Score (default 3). A higher score (e.g., 7+) indicates greater statistical confluence and a stronger potential entry. AI PROBABILITY: (Bull/Bear %) • Meaning: Directional probability derived from the ML kernel, expressed as a percentage with Bull/Bear label. • Interpretation: Higher absolute values (>20%) indicate stronger directional conviction from the ML model. LIVE METRICS SECTION: • STATUS: Shows current trade state (LONG, SHORT, or INACTIVE) • ENTRY: Displays the entry price for active trades • TARGET: Shows the calculated Take Profit level • ROI | KILL ZONE: ◦ For Active Trades: Displays real-time P&L percentage during NY session hours. ◦ At Market Close (16:00 NY): Since this is a NY session-specific indicator, any active position is automatically evaluated and closed at 16:00. The final result (VALIDATED or INVALIDATED) is determined based on whether the trade reached profit or loss at market close. ◦ Result Persistence: The killzone result (VALIDATED/INVALIDATED) remains displayed on the dashboard until the next NY AM KILLZONE session begins, providing a clear performance reference for the previous trading day. Note: If a trade is still trending at 16:00, it will be force-closed and evaluated at that moment, as the indicator operates strictly within NY trading hours. C. SIGNAL GENERATION AND ENTRY LOGIC The indicator generates signals based on two distinct technical setups, both of which require the accumulated SIGNAL SCORE to be above the configured Minimum Entry Score. Breakout Entry • Trigger Condition: Price closes beyond the Pre-Market High (PMH) or Low (PML). • Rationale: This setup targets the initial directional movement for the day. A breakout confirms the institutional bias by decisively breaking the first major structural boundary, making the signal high-probability. Continuation Entry • Trigger Condition: The market is already in an established regime (e.g., BULLISH), and the price closes above the high (or below the low) of the previous bar, while the SIGNAL SCORE remains high. Requires the Allow Trend Continuation parameter to be active. • Rationale: This setup targets follow-through trades, typically in the afternoon session, capturing momentum after the morning's direction has been confirmed. This filters for sustainability in the established trend. Execution: Execute the trade immediately upon the close of the bar that prints the BUY or SELL signal arrow. D. MANAGING RISK AND EXITS 1. RISK PARAMETER SELECTION The indicator immediately draws the dynamic TP/SL zones upon entry. • Volatility-Based (Recommended Default): By setting the SL Multiplier (e.g., 1.5) and the TP Multiplier (e.g., 3.0), the indicator enforces a constant, dynamically sized risk-to-reward ratio (e.g., 1:2 in this example). This helps that risk management scales proportionally with the current market volatility (ATR). • Structural Override: Selecting the Use Structural SL parameter fixes the stop-loss not to the ATR calculation, but to the more significant structural level of the PMH or PML. This is utilized by traders who favor institutional entry rules where the stop is placed behind the liquidity boundary. 2. EXIT METHODS • Hard Exit: Price hits the visual TP or SL box boundary. • Soft Exit (Momentum Decay Filter): If the trade is active and the SIGNAL SCORE drops below the Exit Score Threshold (default 3), it indicates that the momentum supporting the trade has significantly collapsed. This serves as a momentum decay filter, prompting the user to consider a manual early exit even if the SL/TP levels have not been hit, thereby preserving capital during low-momentum consolidation. • Market Close Auto-Exit: At 16:00 NY time, any active trade is automatically closed and classified as VALIDATED (profit) or INVALIDATED (loss) based on current price vs. entry price. IV. PARAMETER REFERENCE AND CONFIGURATION A. GLOBAL SETTINGS • Language (String, Default: English): Selects the language for the dashboard and notification text. Options: English, Korean, Chinese, Spanish, Portuguese, Russian, Ukrainian, Vietnamese. B. SESSION TIMES (3 BOX SYSTEM) • PRE-MARKET (Session, Default: 0800-0930): Defines the session range used for Pre-Market High/Low (PMH/PML) structural calculation. • REGULAR (Morning) (Session, Default: 0930-1200): Defines the core Morning trading session. • AFTERNOON (PM) (Session, Default: 1300-1600): Defines the main Afternoon trading session. • Timezone (String, Default: America/New_York): Sets the timezone for all session and time-based calculations. C. NY KILLZONES (OVERLAYS) • Show NY Killzones (Bool, Default: True): Toggles the translucent background fills that highlight high-probability trading times (Killzones). • NY AM Killzone (Session, Default: 0700-1000): Defines the specific time window for the first key liquidity surge (Open overlap). • NY PM Killzone (Session, Default: 1330-1600): Defines the afternoon liquidity window, aligned with the ICT Silver Bullet and PM Trend entry timing. • Allow Entry in Killzones (Bool, Default: True): Enables or disables signal generation specifically during the defined Killzone hours. • Activate AI Prediction Box (Bool, Default: True): Toggles the drawing of the predicted target range boxes on the chart. D. CORE SCORING ENGINE • Minimum Entry Score (Int, Default: 3): The lowest accumulated score required for a Buy/Sell signal to be generated and plotted. • Allow Trend Continuation (Bool, Default: True): Enables the secondary entry logic that fires signals based on momentum in an established trend. • Force Ignore Volume (Bool, Default: False): Overrides the volume checks in the scoring engine. Useful for markets where volume data is unreliable or nonexistent. • Force Show Signals (Ignore Score) (Bool, Default: False): Debug mode that displays all signals regardless of score threshold. • Integrate CBOE:VIX (Bool, Default: True): Enables the connection to the VIX index for market stress assessment. • Stable VIX (<) (Float, Default: 20.0): VIX level below which market stress is considered low (increases score). • Stress VIX (>) (Float, Default: 35.0): VIX level above which market stress is considered high (decreases score/flags DANGER). • Use ML Probability (Bool, Default: True): Activates the volatility-normalized AI Z-Score kernel. Disabling this removes the cross-timeframe normalization filter. • Max Learning History (Int, Default: 2000): Maximum number of bars stored in the ML training arrays. • Normalization Lookback (252 Days) (Int, Default: 252): The number of DAILY bars used to calculate the Z-Score mean and standard deviation (representing approximately 1 year of data). E. RISK MANAGEMENT (ATR MODEL) • Use Structural SL (Bool, Default: False): Overrides the ATR-based Stop Loss distance to use the Pre-Market High/Low as the fixed stop level. • Stop Loss Multiplier (x ATR) (Float, Default: 1.5): Defines the Stop Loss distance in multiples of the current Average True Range (ATR). • Take Profit Multiplier (x ATR) (Float, Default: 3.0): Defines the Take Profit distance in multiples of the current Average True Range (ATR). • Exit Score Threshold (<) (Int, Default: 3): The minimum score below which an active trade is flagged for a Soft Exit due to momentum collapse. F. VISUAL SETTINGS • Show Dashboard (Bool, Default: True): Toggles the real-time data panel. • Show NY Killzones (Bool, Default: True): Toggles killzone background fills. • Show TP/SL Zones (Bool, Default: True): Toggles the drawing of Take Profit and Stop Loss boxes. • Show Pre-Market Extensions (Bool, Default: True): Extends PM High/Low lines across the entire chart for support/resistance reference. • Activate AI Prediction Box (Bool, Default: True): Enable or disable the predictive range projection. • Light Mode Optimization (Bool, Default: True): Toggles dashboard and plot colors for optimal visibility on white (light) chart backgrounds. • Enforce Trend Coloring (Bool, Default: True): Forces candle colors based on Market Regime (Bullish=Cyan, Bearish=Pink) to emphasize trend direction. • Label Size (String, Default: Normal): Options: Tiny, Small, Normal. G. LIQUIDITY POOLS (PDH/PDL) • Show Liquidity Lines (Bool, Default: True): Toggles the display of the Previous Day High (PDH) and Low (PDL) lines. • Liquidity High Color (Color, Default: Green): Color setting for the PDH line. • Liquidity Low Color (Color, Default: Red): Color setting for the PDL line. 🔔 ALERT CONFIGURATION GUIDE The indicator is equipped with specific alert conditions. How to Set Up an Alert: Click the "Alert" (Clock icon) in the top TradingView toolbar. Select "Market Regime NY Session " from the Condition dropdown menu. Choose one of the specific trigger conditions below depending on your strategy: 🚀 Available Alert Conditions 1. BUY (Long Entry) Trigger: Fires immediately when a confirmed Bullish Setup is detected. Conditions: Market Bias is Bullish (or valid Continuation) + Signal Score ≥ Minimum Entry Score. Usage: Use this alert to open new Long positions or close existing Short positions. 2. SELL (Short Entry) Trigger: Fires immediately when a confirmed Bearish Setup is detected. Conditions: Market Bias is Bearish (or valid Continuation) + Signal Score ≥ Minimum Entry Score. Usage: Use this alert to open new Short positions or close existing Long positions. V. IMPORTANT TECHNICAL LIMITATIONS ⚠️ Intraday Only (Timeframe Compatibility) This indicator is strictly designed for Intraday Timeframes (1m to 4h). Daily/Weekly Charts: The session logic (e.g., "09:30-16:00") cannot function on Daily bars because a single bar encompasses the entire session. Session boxes, TP/SL zones, and AI prediction boxes will NOT draw on the Daily timeframe. Only the PDH/PDL liquidity lines remain visible on Daily charts. This is expected behavior, not a limitation. Maximum Supported Timeframe: All visual components (session boxes, killzone overlays, TP/SL zones, AI prediction boxes) are displayed up to the 4-hour timeframe. Above this timeframe, only PDH/PDL lines and the dashboard remain functional. ⚠️ Drawing Object Limit (Max 500) A single script can display a maximum of 500 drawing objects (boxes/lines) simultaneously. On lower timeframes (e.g., 1-minute), where many signals and session boxes are generated, older history (typically beyond 10-14 days) will automatically disappear to make room for new real-time data. For deeper historical backtesting visualization, switch to higher timeframes (e.g., 15m, 1h). The indicator implements FIFO array management to comply with this limit while maintaining the most recent and relevant visual data. VI. PRACTICAL TRADING TIPS AND BEST PRACTICES • Killzone Confirmation: The highest statistical validity is observed when a high-score signal occurs directly within a visible NY AM/PM Killzone. Use the Killzones as a strict time filter. • Liquidity Awareness (PDH/PDL): Treat the Previous Day High (PDH) and Low (PDL) lines as magnets. If your dynamic Take Profit (TP) is placed just above PDH, consider adjusting your target slightly below PDH or utilizing the Soft Exit, as liquidity absorption at these levels often results in sudden, sharp reversals that stop out a trade just before the target is reached. • VIX as a Position Sizer: During DANGER VIX regimes, the resulting high volatility means the ATR value will be large. It is prudent to either reduce the SL Multiplier or, more commonly, reduce the overall position size to maintain a constant currency risk exposure per trade. • Continuation Filter Timing: Trend Continuation signals are most effective during the Afternoon (PM) session when the morning's directional breakout has had time to establish a strong, clear, and sustainable trend. Avoid using them in the initial AM session when the direction is still being contested. • 16:00 Market Close Rule: All trades, boxes, and lines are automatically cleaned up at 16:00 NY time. This prevents overnight chart clutter and maintains visual clarity. VII. DISCLAIMER & RISK WARNINGS • Educational Purpose Only This indicator, including all associated code, documentation, and visual outputs, is provided strictly for educational and informational purposes. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. • No Guarantee of Performance Past performance is not indicative of future results. All metrics displayed on the dashboard (including "ROI" and trade results) are theoretical calculations based on historical data. These figures do not account for real-world trading factors such as slippage, liquidity gaps, spread costs, or broker commissions. • High-Risk Warning Trading cryptocurrencies, futures, and leveraged financial products involves a substantial risk of loss. The use of leverage can amplify both gains and losses. Users acknowledge that they are solely responsible for their trading decisions and should conduct independent due diligence before executing any trades. • Software Limitations The software is provided "as is" without warranty. Users should be aware that market data feeds on analysis platforms may experience latency or outages, which can affect signal generation accuracy.
Indikator Pine Script®
oleh ApexLegion
The Setup Factory - Swing Data TSF - Swing data Useful intraday updated data for swing traders Interpretation and summary: 1. 20D Avg $ Vol: The average daily dollar volume (Price × Volume) over the last 20 trading days. 2. Live $ Vol: The total dollar volume accumulated during the current daily bar so far. 3. Relative Vol %: Today's volume progress compared to the average amount of volume typically accumulated by this exact minute over the last 20 days. 4. Projected Vol %: A prediction of the final daily volume total, calculated by applying today's current rate of outperformance (Buzz) to the full-day average. 5. Continuous Volume Buzz: The percentage difference between today's current volume and the historical average for this specific time window (e.g., how far "ahead of schedule" the stock is). 6. Volume Pace (15m): A comparison of the last 15 minutes of volume against the average 15-minute speed of the day so far (excluding the opening 15-minute surge). 7. Daily ATR %: The 14-day average daily price range (volatility) expressed as a percentage of the current stock price. 8. Dist. Today Low: The percentage distance between the current price and today’s lowest point. 9. Dist. Prior Low: The percentage distance between the current price and yesterday’s lowest point.
Indikator Pine Script®
oleh TheSetupFactory
Momentum Regime and Confluence EngineThe Momentum Regime and Confluence Engine is a momentum-based indicator designed to help traders understand trend context, alignment, and timing—without relying on price prediction or repainting logic. Instead of telling you what to buy or sell, this tool answers three critical questions: Which timeframe is in control? Is short-term momentum aligned or counter-trend? When is momentum likely to change? 🔹 Core Concept (Simple Explanation) Markets move in cycles of momentum. This indicator visualizes those cycles across Weekly and Daily timeframes and places them into a single, easy-to-read view. Weekly momentum defines the broader market regime Daily momentum shows shorter-term pressure inside that regime Projection provides an early visual guide for potential momentum shifts 🟢🔴 Momentum Lines (%K / %D) The indicator uses two smooth momentum lines: Green line → rising momentum pressure Red line → declining momentum pressure These lines move between 0 and 100: Near 0 → downside momentum is exhausted Near 100 → upside momentum is exhausted When green is above red, momentum is improving. When red is above green, momentum is weakening. 🟥🟩 Weekly Context Background (Primary Trend) The background color represents the Weekly momentum regime: Green → Weekly bullish context Red → Weekly bearish context Gray → Neutral / transitional phase Weekly context changes slowly by design and uses hysteresis logic, meaning it will not flip back and forth near a crossover. Momentum must prove itself before the regime changes. This helps reduce false signals and whipsaws. 🟢🔴 Daily Context Overlay (Timing Layer) A lighter background overlay shows Daily momentum context: Reacts faster than the weekly layer Can temporarily move against the weekly trend Highlights pullbacks, relief rallies, and short-term shifts Examples: Weekly red + Daily green → short-term bounce in a downtrend Weekly green + Daily red → pullback in an uptrend 📈 Projection & “Projected Cross” The indicator includes an optional momentum projection: It analyzes a historical momentum pattern Maps that behavior forward in time Displays a projected path for the momentum lines A “Projected Cross” label marks where a momentum crossover is likely to occur if similar conditions repeat. Projections are scenarios, not guarantees. They are intended as early awareness, not signals. 🏷 Weekly Context Tag A small on-screen tag displays the current Weekly regime: W Context: Bull W Context: Bear W Context: Neutral This provides quick confirmation without needing to interpret colors alone. 🧭 How to Use This Indicator Start with the Weekly background Identify the dominant market regime. Check the Daily overlay Look for alignment or counter-trend behavior. Watch for projected momentum shifts Prepare for volatility or transition. Use price for confirmation Momentum often shifts before price reacts. ✅ Best Use Cases Identifying trend regime and momentum bias Avoiding trades against higher-timeframe pressure Timing pullbacks and momentum reversals Staying objective during market noise ⚠️ Important Notes This indicator does not predict price It does not generate buy/sell signals It is a context and timing tool, not a standalone strategy Final Thought The Momentum Regime and Confluence Engine is designed to help traders see who is in control, who is pushing back, and when momentum is likely to change—before price makes it obvious.
Indikator Pine Script®
oleh Dinjin
Vol Compression PRO ## Volatility Compression PRO (Fully Fixed) This indicator is an **options-theory-inspired “volatility compression → expansion” detector**, enhanced for **crypto trading on 4H/1D**. It is designed as a **two-stage system**: 1. **Environment / Setup (1D)**: Detects a volatility-compressed regime where a breakout is more likely. 2. **Trigger (current chart TF, recommended 4H)**: Confirms the breakout using price structure + volatility expansion + (optional) volume. A major feature of this script is that it **avoids TradingView’s 5000-bar historical limitation** by recommending a **Daily HV (1D) computation mode**, which is stable and not constrained by intraday bar counts. --- ## Core Concept ### Stage A — “Setup” (Daily Environment Filter) On the **daily timeframe**, the script estimates realized volatility (HV) and produces an **Environment Score (0–100)** that reflects how “compressed” volatility is versus its own history. A **Setup window** becomes active when: * `Environment Score >= Setup Threshold` * Optional “persistence” can keep Setup active for N days after triggering (to avoid edge flicker). It also calculates a **daily directional bias** (Bull/Bear) using one of two methods: * **Price vs Daily EMA** (default): bias is bullish if daily close > daily EMA, bearish if below. * **MACD > 0**: bias is bullish if daily MACD line > 0, bearish if < 0. This stage answers: **“Are we in a volatility-compressed regime worth watching, and what is the higher-timeframe bias?”** --- ## HV / Compression Scoring Model The script computes: * **Short-term HV**: standard deviation of log returns over a short window * **Long-term HV**: standard deviation of log returns over a long window * **HV Percentile**: percentile rank of short HV over a historical lookback * **Compression Ratio (S/L)**: short HV divided by long HV (`<1` implies compression, `>1` implies expansion) * **Log-Z Deviation**: Z-score of log(HV) vs its historical distribution (more stable than raw HV Z-score) Then it builds a **0–100 score** using weighted components: * Low HV percentile (lower = more compressed) * Compression ratio below 1 (more compression) * Negative log-Z deviation (HV below typical) This produces a single number: **“Explosion Potential (Environment Score)”**. --- ## Stage B — Trigger Logic (Current Chart Timeframe, recommended 4H) A **Long Trigger** fires only when **all** of the following are true: 1. **Setup is active** (from daily environment score) 2. **Daily bias is bullish** 3. **Donchian breakout UP** * Close breaks above the **previous bar’s** highest high of the last N bars * Uses ` ` to avoid same-bar repaint-style lookback issues 4. **Volatility expansion confirmation**, via either: * **Bollinger Band Width rising** (BBW turns up and exceeds its mean), and/or * **ATR% rising** (ATR as % of price increases) 5. **Optional volume confirmation**: * Volume > SMA(volume) × multiplier (if enabled) A **Short Trigger** mirrors the long logic (requires bearish bias + downside Donchian break), and can be toggled on/off. This stage answers: **“Did price actually escape the compression box, and is volatility expanding with it?”** --- ## Two HV Calculation Modes (5000-bar limitation fix) ### 1) **Daily HV (Recommended)** * Computes HV + Score + Setup on the **daily timeframe using `request.security(...,"D",...)`** * This avoids intraday needing thousands of bars to represent many days * Much more stable and reliable for regime detection ### 2) **Adaptive to Chart TF** * Computes HV on the **current chart timeframe** * Includes a strict conversion of “days → bars” and clamps lengths to **<= 4800 bars** to avoid the 5000-bar ceiling * Still less robust on small timeframes, but won’t crash the script --- ## Visualization * Plots the **Environment Score** as the main line (colored by score level) * Draws reference lines at 70 / 50 / 30 * Highlights the background when **Setup** is active * Optional trigger markers: * **“L”** for long trigger (triangle up) * **“S”** for short trigger (triangle down) * A top-right info panel shows: * HV short/long, HV percentile, compression ratio, log-Z deviation * Environment score, Setup active status, daily bias * Breakout status, expansion confirmation, volume confirmation * Current mode (“1D fixed” vs “Adaptive”) --- ## Alerts Built-in alert conditions: * Setup active (compression window) * Long Trigger * Short Trigger --- ## Intended Use (Practical) * Use **1D** to judge whether volatility is compressed and define bias * Use **4H** to wait for a clean breakout plus expansion confirmation * Avoid forcing entries during compression without a real breakout (“don’t catch falling knives” logic)
Indikator Pine Script®
oleh Tttretra
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