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Trend Analysis

Frequency Momentum Oscillator [QuantAlgo]🟢 Overview The  Frequency Momentum Oscillator  applies Fourier-based spectral analysis principles to price action to identify regime shifts and directional momentum. It calculates Fourier coefficients for selected harmonic frequencies on detrended price data, then measures the distribution of power across low, mid, and high frequency bands to distinguish between persistent directional trends and transient market noise. This approach provides traders with a quantitative framework for assessing whether current price action represents meaningful momentum or merely random fluctuations, enabling more informed entry and exit decisions across various asset classes and timeframes. 🟢 How It Works The calculation process removes the dominant trend from price data by subtracting a simple moving average, isolating cyclical components for frequency analysis: detrendedPrice = close - ta.sma(close , frequencyPeriod) The detrended price series undergoes frequency decomposition through Fourier coefficient calculation across the first 8 harmonics. For each harmonic frequency, the algorithm computes sine and cosine components across the lookback window, then derives power as the sum of squared coefficients: for k = 1 to 8 cosSum = 0.0 sinSum = 0.0 for n = 0 to frequencyPeriod - 1 angle = 2 * math.pi * k * n / frequencyPeriod cosSum := cosSum + detrendedPrice * math.cos(angle) sinSum := sinSum + detrendedPrice * math.sin(angle) power = (cosSum * cosSum + sinSum * sinSum) / frequencyPeriod Power measurements are aggregated into three frequency bands: low frequencies (harmonics 1-2) capturing persistent cycles, mid frequencies (harmonics 3-4), and high frequencies (harmonics 5-8) representing noise. Each band's power normalizes against total spectral power to create percentage distributions: lowFreqNorm = totalPower > 0 ? (lowFreqPower / totalPower) * 100 : 33.33 highFreqNorm = totalPower > 0 ? (highFreqPower / totalPower) * 100 : 33.33 The normalized frequency components undergo exponential smoothing before calculating spectral balance as the difference between low and high frequency power: smoothLow = ta.ema(lowFreqNorm, smoothingPeriod) smoothHigh = ta.ema(highFreqNorm, smoothingPeriod) spectralBalance = smoothLow - smoothHigh Spectral balance combines with price momentum through directional multiplication, producing a composite signal that integrates frequency characteristics with price direction: momentum = ta.change(close , frequencyPeriod/2) compositeSignal = spectralBalance * math.sign(momentum) finalSignal = ta.ema(compositeSignal, smoothingPeriod) The final signal oscillates around zero, with positive values indicating low-frequency dominance coupled with upward momentum (trending up), and negative values indicating either high-frequency dominance (choppy market) or downward momentum (trending down). 🟢 How to Use This Indicator → Long/Short Signals:  the indicator generates long signals when the smoothed composite signal crosses above zero (indicating low-frequency directional strength dominates) and short signals when it crosses below zero (indicating bearish momentum persistence). → Upper and Lower Reference Lines:  the +25 and -25 reference lines serve as threshold markers for momentum strength. Readings beyond these levels indicate strong directional conviction, while oscillations between them suggest consolidation or weakening momentum. These references help traders distinguish between strong trending regimes and choppy transitional periods. → Preconfigured Presets:  three optimized configurations are available with Default (32, 3) offering balanced responsiveness, Fast Response (24, 2) designed for scalping and intraday trading, and Smooth Trend (40, 5) calibrated for swing trading and position trading with enhanced noise filtration. → Built-in Alerts:  the indicator includes three alert conditions for automated monitoring - Long Signal (momentum shifts bullish), Short Signal (momentum shifts bearish), and Signal Change (any directional transition). These alerts enable traders to receive real-time notifications without continuous chart monitoring. → Color Customization:  four visual themes (Classic green/red, Aqua blue/orange, Cosmic aqua/purple, Custom) allow chart customization for different display environments and personal preferences.
Pine Script® indicator
by QuantAlgo
MOMO – Imbalance Trend (SIMPLE BUY/SELL)MOMO – Imbalance Trend (SIMPLE BUY/SELL) This strategy combines trend breaks, imbalance detection, and first-tap supply/demand entries to create a clean and disciplined trading model. It automatically highlights imbalance candles, draws fresh zones, and waits for the first retest to deliver precise BUY and SELL signals. Performance On optimized settings, this strategy shows an estimated 57%–70% win-rate, depending on the asset and timeframe. Actual performance may vary, but the model is built for consistency, discipline, and improved decision-making. How it works Detects trend structure shifts (BOS / Break of Trend) Identifies displacement (imbalance) candles Creates supply and demand zones from imbalance origin Waits for first tap only (no second chances) Confirms direction using trend logic Generates clean BUY/SELL arrows Automatic SL/TP based on user settings Features Clean BUY/SELL markers Auto-drawn supply & demand zones Trend break markers Imbalance tags Smart first-tap confirmation Customizable stop loss & take profit Works on crypto, gold, forex, indices Best on M5–H1 for day trading Note This strategy is designed for day traders who want clarity, structure, and zero emotional trading. Use it with discipline — and it will serve you well. Good luck, soldier.
Pine Script® strategy
by mohamed030402
2
Moving Average Band StrategyOverview The Moving Average Band Strategy is a fully customizable breakout and trend-continuation system designed for traders who need both simplicity and control. The strategy creates adaptive bands around a user-selected moving average and executes trades when price breaks out of these bands, with advanced risk-management settings including optional Risk:Reward targets. This script is suitable for intraday, swing, and positional traders across all markets — equities, futures, crypto, and forex. Key Features ✔ Six Moving Average Types Choose the MA that best matches your trading style: SMA EMA WMA HMA VWMA RMA ✔ Dynamic Bands Upper Band built from MA of highs Lower Band built from MA of lows Adjustable band offset (%) Color-coded band fill indicating price position ✔ Configurable Strategy Preferences Toggle Long and/or Short trades Toggle Risk:Reward Take-Profit Adjustable Risk:Reward Ratio Default position sizing: % of equity (configurable via strategy settings) Entry Conditions Long Entry A long trade triggers when: Price crosses above the Upper Band Long trades are enabled No existing long position is active Short Entry A short trade triggers when: Price crosses below the Lower Band Short trades are enabled No existing short position is active Clear entry markers and price labels appear on the chart. Risk Management This strategy includes a complete set of risk-controls: Stop-Loss (Fixed at Entry) Long SL: Lower Band Short SL: Upper Band These levels remain constant for the entire trade. Optional Risk:Reward Take-Profit Enabled/disabled using a toggle switch. When enabled: Long TP = Entry + (Risk × Risk:Reward Ratio) Short TP = Entry – (Risk × Risk:Reward Ratio) When disabled: Exits are handled by reverse crossover signals. Exit Conditions Long Exit Stop-Loss Hit (touch-based) Take-Profit Hit (if enabled) Reverse Band Crossover (if TP disabled) Short Exit Stop-Loss Hit (touch-based) Take-Profit Hit (if enabled) Reverse Band Crossover (if TP disabled) Exit markers and price labels are plotted automatically. Visual Tools To improve clarity: Upper & Lower Band (blue, adjustable width) Middle Line Dynamic band fill (green/red/yellow) SL & TP line plotting when in position Entry/Exit markers Price labels for all executed trades These are built to help users visually follow the strategy logic. Alerts Included Every trading event is covered: Long Entry Short Entry Long SL / TP / Cross Exit Short SL / TP / Cross Exit Combined Alert for webhook/automation (JSON-formatted) Perfect for algo trading, Discord bots, or automation platforms. Best For This strategy performs best in: Trending markets Breakout environments High-momentum instruments Clean intraday swings Works seamlessly on: Stocks Index futures Commodities Crypto Forex ⚠️ Important Disclaimer This script is for educational purposes only. Trading involves risk. Backtest results are not indicative of future performance. Always validate settings and use proper position sizing.
Pine Script® strategy
by ravi_matrix
Trend-S&R-WiP11-15-2025: This new indicator is my 5/15-Min-ORB-Trend-Finder-WiP indicator simplified to only have: > Market Open > 5-Min & 15-Min High/Low > Support/Resistance lines > Fair Value Gaps (FVGs) > a Trend Line > a Trend table Recommended to be used with my other indicator: Buy-or-Sell-WiP Strategy: > I only trade one ticker, SPX, with ODTE CALL/PUT Credit Spreads > use Break & Retest with 5-Min High/Low or 15-Min High/Low or FVGs > 📈 Bullish Trend Trade: PUT Credit Spread Trend Confirmations: Trend Line is green MACD Histogram is green Price Condition: Nearest resistance 8-10 points above market price > 📉 Bearish Trend Trade: CALL Credit Spread Trend Confirmations: Trend Line is purple MACD Histogram is red Price Condition: Nearest support 8-10 points below market price > Fair Value Gaps (FVGs) - Trade anytime during the day using Break & Retest and all indicator confirmations shown above
Pine Script® indicator
by WorkInProgress374
Impulse Trend Suite (LITE) source🚀 Impulse Trend Suite (LITE version) — Simple, Accurate, Powerful A lightweight yet precise trend suite for any symbol and any timeframe. Designed to keep your chart clean while giving you what matters: direction, timing, and confidence. Great for intraday scalping, swing trading, or longer holds. ✨ What You Get in LITE Clear Entry Points — single arrow printed only at trend change (no spam). Background Zones — continuous, gap-free trend shading (green = uptrend, red = downtrend). ATR Bands + Adaptive Baseline — contextual volatility & mean reference. Trend Panel — “CURRENT TREND DIRECTION” banner (UPTREND / DOWNTREND / NEUTRAL). Minimal Noise — arrows only when trend flips; no clutter, no repeated shapes. Inputs: Baseline length, ATR length & multiplier, RSI & MACD lengths, show/hide bands, shading, and arrows. Under the hood: LITE blends ATR, an adaptive baseline, and momentum filters (RSI + MACD histogram) to confirm thrust and suppress weak moves. Signals trigger only on state change to keep focus on quality over quantity. 🛠️ How to Use When the background turns green and a BUY arrow appears, you have a potential long setup. Stay in the trade while the background remains green and price respects the baseline/ATR context. When a SELL arrow prints and the background flips red, consider exiting or reversing. Tip: For short-term trading, start with ATR Multiplier = 2.0 and Baseline = 50. Increase the baseline length for smoother trend following; decrease it to react faster. 👉 In the screenshots we used the default settings on the EUR/USD M15 timeframe to demonstrate how the tool looks and works right out of the box. 🧩 Inputs Explained Adaptive Baseline Length — EMA that anchors the trend. ATR Length & Multiplier — volatility channel; helps avoid chasing noise. RSI/MACD Lengths — momentum confirmation to filter weak impulses. Show ATR Bands — visualize volatility envelope for context. Background Shading — always-on fill (no black gaps) to read trend at a glance. Show Entry Arrows — single arrow on the exact trend flip bar. 🆚 LITE vs PRO Feature comparison: Trend shading + panel: LITE ✅ | PRO ✅ Entry arrows (de-duplicated): LITE ✅ | PRO ✅ + more filters Visual & audio alerts: LITE — | PRO ✅ Graphical Reversal Zones (with suggested SL context): LITE — | PRO ✅ HTF confirmation & noise filters: LITE — | PRO ✅ Ready-made strategies (detailed docs): LITE — | PRO ✅ PRO strategies included: Trend Continuation — follow the impulse + HTF confirm. Reversal Zones — timing turns with visual boxes & suggested stop areas. Hybrid — enter with continuation logic, manage with reversal zones. Upgrade to the full professional toolkit (+ PDF on price patterns & candlesticks): fxsharerobots.com 📈 Works On Forex, Indices, Commodities, Crypto, Stocks Scalping (1–5m), Intraday (15m–1h), Swing (4h–D1+) Note: Volatility differs by market. If you see too many flips, raise the Baseline length or ATR multiplier; if it reacts too slowly, lower them. ✅ Best Practices Trade in the direction of the active background. Use ATR bands / structure to define risk and place stops logically. Avoid over-fitting — start with defaults, then tune slightly for your market/timeframe. Add session/time filters or HTF bias (available in PRO) for extra selectivity. 📚 Documentation & More Tools PRO version & user guide: fxsharerobots.com All downloads (indicators, EAs, toolkits): fxsharerobots.com ⚠️ Disclaimer Trading involves risk. This script is for educational purposes and does not constitute financial advice. Past performance does not guarantee future results. Always test and manage risk responsibly. Happy trading & many pips! — FxShareRobots Team 🌟
Pine Script® indicator
by FxShareRobots
Ultimate Adaptive Trend & Volume SystemUltimate Adaptive Trend & Volume System (UT Bot + VIDYA + Kalman) A complete adaptive trend engine with volume overlays, Kalman precision, and multi filter confirmations. Description: This multi filter trading system integrates UT Bot, Waddah Attar Explosion (WAE), ADX, Trendillo, VIDYA blended T3, and Kalman SuperTrend logic. It generates BUY, SELL, and TP signals only when multiple adaptive trend, volume, and volatility conditions align. 🔑 Core Features • UT Bot Sensitivity + ATR Distance for base entries • Hybrid T3 + VIDYA trendline (adaptive slope by @davidtech) • Kalman Exponential SuperTrend (KEST | MisinkoMaster) for band slope, expansion, and compression filters • Trendillo ALMA smoothing for trend strength validation • Waddah Attar Explosion V2 by LazyBear for momentum confirmation • TDFI (@davidtech) and Uptrick Volume Weightbands as optional overlays for volume weighted trend context • 150 EMA anchor for long term directional bias • Multi timeframe hybrid slope (15m) for higher timeframe confirmation 📊 Filters & Overrides • Candle body strength, breakout candle confirmation, and directional breaks • Volume filters: average, collapse, spike, and time of day bias • Directional volume delta confirmation • ROC burst persistence and slope acceleration filters • ADX + WAE dynamic gating for strong momentum • Volatility compression/expansion breakout detection • Pre session momentum scan for London open • Chop zone filter (RSI + MACD flat) • Override logic: Kalman flip + volume spike, slope + ROC burst combo, volatility breakout override, and 3m breakout exception • Gating Table Overlay: chart native table showing condition status (trend, volume, slope, overrides) in real time, with collapsible toggles and clear ticks/crosses for transparency 🖼️ Visual Overlays • Hybrid T3 + VIDYA line with slope coloring • Kalman SuperTrend bands • WAE histogram overlay • TDFI and Uptrick Volume Weightbands for volume weighted context • 150 EMA reference line • Pivot based support/resistance channels • BUY, SELL, TP labels plotted on the prior bar for accuracy • Session shading for no trade hours 🛠️ Alerts • BUY, SELL, and TP alerts tied directly to signal flags • Signals persist until bar close, then reset cleanly
Pine Script® indicator
by RisingBull1985
BTC Marty IndicatorsThis custom Pine Script indicator is designed specifically for Bitcoin (BTC) trading analysis on TradingView. It combines multiple technical tools into a single, easy-to-use overlay indicator to help traders identify trends, momentum shifts, and overall market sentiment. Ideal for swing traders, long-term holders, or anyone monitoring BTC's price action across various timeframes. Key Features: Timeframe-Independent SMAs (110 and 350d) MACD Histogram Signals
Pine Script® indicator
by martyupintheair
SP500 Session Gap Fade StrategySummary in one paragraph SPX Session Gap Fade is an intraday gap fade strategy for index futures, designed around regular cash sessions on five minute charts. It helps you participate only when there is a full overnight or pre session gap and a valid intraday session window, instead of trading every open. The original part is the gap distance engine which anchors both stop and optional target to the previous session reference close at a configurable flat time, so every trade’s risk scales with the actual gap size rather than a fixed tick stop. Scope and intent • Markets. Primarily index futures such as ES, NQ, YM, and liquid index CFDs that exhibit overnight gaps and regular cash hours. • Timeframes. Intraday timeframes from one minute to fifteen minutes. Default usage is five minute bars. • Default demo used in the publication. Symbol CME:ES1! on a five minute chart. • Purpose. Provide a simple, transparent way to trade opening gaps with a session anchored risk model and forced flat exit so you are not holding into the last part of the session. • Limits. This is a strategy. Orders are simulated on standard candles only. Originality and usefulness • Unique concept or fusion. The core novelty is the combination of a strict “full gap” entry condition with a session anchored reference close and a gap distance based TP and SL engine. The stop and optional target are symmetric multiples of the actual gap distance from the previous session’s flat close, rather than fixed ticks. • Failure mode it addresses. Fixed sized stops do not scale when gaps are unusually small or unusually large, which can either under risk or over risk the account. The session flat logic also reduces the chance of holding residual positions into late session liquidity and news. • Testability. All key pieces are explicit in the Inputs: session window, minutes before session end, whether to use gap exits, whether TP or SL are active, and whether to allow candle based closes and forced flat. You can toggle each component and see how it changes entries and exits. • Portable yardstick. The main unit is the absolute price gap between the entry bar open and the previous session reference close. tp_mult and sl_mult are multiples of that gap, which makes the risk model portable across contracts and volatility regimes. Method overview in plain language The strategy first defines a trading session using exchange time, for example 08:30 to 15:30 for ES day hours. It also defines a “flat” time a fixed number of minutes before session end. At the flat bar, any open position is closed and the bar’s close price is stored as the reference close for the next session. Inside the session, the strategy looks for a full gap bar relative to the prior bar: a gap down where today’s high is below yesterday’s low, or a gap up where today’s low is above yesterday’s high. A full gap down generates a long entry; a full gap up generates a short entry. If the gap risk engine is enabled and a valid reference close exists, the strategy measures the distance between the entry bar open and that reference close. It then sets a stop and optional target as configurable multiples of that gap distance and manages them with strategy.exit. Additional exits can be triggered by a candle color flip or by the forced flat time. Base measures • Range basis. The main unit is the absolute difference between the current entry bar open and the stored reference close from the previous session flat bar. That value is used as a “gap unit” and scaled by tp_mult and sl_mult to build the target and stop. Components • Component one: Gap Direction. Detects full gap up or full gap down by comparing the current high and low to the previous bar’s high and low. Gap down signals a long fade, gap up signals a short fade. There is no smoothing; it is a strict structural condition. • Component two: Session Window. Only allows entries when the current time is within the configured session window. It also defines a flat time before the session end where positions are forced flat and the reference close is updated. • Component three: Gap Distance Risk Engine. Computes the absolute distance between the entry open and the stored reference close. The stop and optional target are placed as entry ± gap_distance × multiplier so that risk scales with gap size. • Optional component: Candle Exit. If enabled, a bullish bar closes short positions and a bearish bar closes long positions, which can shorten holding time when price reverses quickly inside the session. • Session windows. Session logic uses the exchange time of the chart symbol. When changing symbols or venues, verify that the session time string still matches the new instrument’s cash hours. Fusion rule All gates are hard conditions rather than weighted scores. A trade can only open if the session window is active and the full gap condition is true. The gap distance engine only activates if a valid reference close exists and use_gap_risk is on. TP and SL are controlled by separate booleans so you can use SL only, TP only, or both. Long and short are symmetric by construction: long trades fade full gap downs, short trades fade full gap ups with mirrored TP and SL logic. Signal rule • Long entry. Inside the active session, when the current bar shows a full gap down relative to the previous bar (current high below prior low), the strategy opens a long position. If the gap risk engine is active, it places a gap based stop below the entry and an optional target above it. • Short entry. Inside the active session, when the current bar shows a full gap up relative to the previous bar (current low above prior high), the strategy opens a short position. If the gap risk engine is active, it places a gap based stop above the entry and an optional target below it. • Forced flat. At the configured flat time before session end, any open position is closed and the close price of that bar becomes the new reference close for the following session. • Candle based exit. If enabled, a bearish bar closes longs, and a bullish bar closes shorts, regardless of where TP or SL sit, as long as a position is open. What you will see on the chart • Markers on entry bars. Standard strategy entry markers labeled “long” and “short” on the gap bars where trades open. • Exit markers. Standard exit markers on bars where either the gap stop or target are hit, or where a candle exit or forced flat close occurs. Exit IDs “long_gap” and “short_gap” label gap based exits. • Reference levels. Horizontal lines for the current long TP, long SL, short TP, and short SL while a position is open and the gap engine is enabled. They update when a new trade opens and disappear when flat. • Session background. This version does not add background shading for the session; session logic runs internally based on time. • No on chart table. All decisions are visible through orders and exit levels. Use the Strategy Tester for performance metrics. Inputs with guidance Session Settings • Trading session (sess). Session window in exchange time. Typical value uses the regular cash session for each contract, for example “0830-1530” for ES. Adjust if your broker or symbol uses different hours. • Minutes before session end to force exit (flat_before_min). Minutes before the session end where positions are forced flat and the reference close is stored. Typical range is 15 to 120. Raising it closes trades earlier in the day; lowering it allows trades later in the session. Gap Risk • Enable gap based TP/SL (use_gap_risk). Master switch for the gap distance exit engine. Turning it off keeps entries and forced flat logic but removes automatic TP and SL placement. • Use TP limit from gap (use_gap_tp). Enables gap based profit targets. Typical values are true for structured exits or false if you want to manage exits manually and only keep a stop. • Use SL stop from gap (use_gap_sl). Enables gap based stop losses. This should normally remain true so that each trade has a defined initial risk in ticks. • TP multiplier of gap distance (tp_mult). Multiplier applied to the gap distance for the target. Typical range is 0.5 to 2.0. Raising it places the target further away and reduces hit frequency. • SL multiplier of gap distance (sl_mult). Multiplier applied to the gap distance for the stop. Typical range is 0.5 to 2.0. Raising it widens the stop and increases risk per trade; lowering it tightens the stop and may increase the number of small losses. Exit Controls • Exit with candle logic (use_candle_exit). If true, closes shorts on bullish candles and longs on bearish candles. Useful when you want to react to intraday reversal bars even if TP or SL have not been reached. • Force flat before session end (use_forced_flat). If true, guarantees you are flat by the configured flat time and updates the reference close. Turn this off only if you understand the impact on overnight risk. Filters There is no separate trend or volatility filter in this version. All trades depend on the presence of a full gap bar inside the session. If you need extra filtering such as ATR, volume, or higher timeframe bias, they should be added explicitly and documented in your own fork. Usage recipes Intraday conservative gap fade • Timeframe. Five minute chart on ES regular session. • Gap risk. use_gap_risk = true, use_gap_tp = true, use_gap_sl = true. • Multipliers. tp_mult around 0.7 to 1.0 and sl_mult around 1.0. • Exits. use_candle_exit = false, use_forced_flat = true. Focus on the structured TP and SL around the gap. Intraday aggressive gap fade • Timeframe. Five minute chart. • Gap risk. use_gap_risk = true, use_gap_tp = false, use_gap_sl = true. • Multipliers. sl_mult around 0.7 to 1.0. • Exits. use_candle_exit = true, use_forced_flat = true. Entries fade full gaps, stops are tight, and candle color flips flatten trades early. Higher timeframe gap tests • Timeframe. Fifteen minute or sixty minute charts on instruments with regular gaps. • Gap risk. Keep use_gap_risk = true. Consider slightly higher sl_mult if gaps are structurally wider on the higher timeframe. • Note. Expect fewer trades and be careful with sample size; multi year data is recommended. Properties visible in this publication • On average our risk for each position over the last 200 trades is 0.4% with a max intraday loss of 1.5% of the total equity in this case of 100k $ with 1 contract ES. For other assets, recalculations and customizations has to be applied. • Initial capital. 100 000. • Base currency. USD. • Default order size method. Fixed with size 1 contract. • Pyramiding. 0. • Commission. Flat 2 USD per order in the Strategy Tester Properties. (2$ buying + 2$selling) • Slippage. One tick in the Strategy Tester Properties. • Process orders on close. ON. Realism and responsible publication • No performance claims are made. Past results do not guarantee future outcomes. • Costs use a realistic flat commission and one tick of slippage per trade for ES class futures. • Default sizing with one contract on a 100 000 reference account targets modest per trade risk. In practice, extreme slippage or gap through events can exceed this, so treat the one and a half percent risk target as a design goal, not a guarantee. • All orders are simulated on standard candles. Shapes can move while a bar is forming and settle on bar close. Honest limitations and failure modes • Economic releases, thin liquidity, and limit conditions can break the assumptions behind the simple gap model and lead to slippage or skipped fills. • Symbols with very frequent or very large gaps may require adjusted multipliers or alternative risk handling, especially in high volatility regimes. • Very quiet periods without clean gaps will produce few or no trades. This is expected behavior, not a bug. • Session windows follow the exchange time of the chart. Always confirm that the configured session matches the symbol. • When both the stop and target lie inside the same bar’s range, the TradingView engine decides which is hit first based on its internal intrabar assumptions. Without bar magnifier, tie handling is approximate. Legal Education and research only. This strategy is not investment advice. You remain responsible for all trading decisions. Always test on historical data and in simulation with realistic costs before considering any live use.
Pine Script® strategy
by exlux
1
MP Universal FVG Detector🇺🇸 English Description MP Universal FVG Detector A clean and powerful indicator that automatically detects classic ICT 3-candle Fair Value Gaps on any market and any timeframe. It highlights bullish and bearish imbalances with clear colored boxes, helping you quickly spot inefficient price zones where liquidity is likely to return. Perfect for: • Smart Money Concepts • ICT/Inner Circle Trader setups • Breaker / OB / Displacement traders • Scalpers, day traders, swing traders The indicator works with all assets: crypto, forex, stocks, indices, commodities — and on all timeframes. 🇺🇦 Опис українською MP Universal FVG Detector Чистий і потужний індикатор, який автоматично визначає класичні 3-свічкові Fair Value Gap (FVG) у стилі ICT на будь-якому ринку та будь-якому таймфреймі. Він підсвічує бичачі та ведмежі дисбаланси кольоровими боксами, щоб ти легко бачив неефективні зони ціни, куди з великою ймовірністю повернеться ліквідність. Підходить для: • Smart Money Concepts • ICT/Inner Circle Trader структур • Breaker / Order Block / Displacement трейдерів • Скальпінгу, внутрідеяльної та свінг-торгівлі Працює з усіма активами: крипта, форекс, акції, індекси, товари — і на всіх таймфреймах.
Pine Script® indicator
by mp_mood
MSB Trend Breakout Indicator V7**MSB Trend Breakout Indicator (V7)** This indicator is a robust, rule-based system designed to align trade entries with confirmed momentum shifts. **TECHNICAL JUSTIFICATION (Why it works):** The core logic combines two essential concepts to improve signal reliability: 1. **Trend Confirmation (The Slow Filter):** Uses the **50-period Exponential Moving Average (EMA)** to strictly filter the market bias. Signals are only generated when the price is clearly above or below this moving average, preventing counter-trend trading and focusing on the dominant institutional flow. 2. **Momentum Entry (The Fast Filter):** A **3-bar high/low breakout** confirms the immediate price surge. This short-term trigger provides an optimal entry point right as the momentum begins. **The Combination's Value:** This mashup's purpose is to avoid the whipsaws of the fast breakout signal and the lagging nature of the slow EMA, providing a unique balance of speed and directional confirmation. **Usage:** * Optimized For: XAUUSD (Gold) on 15m/30m charts. --- **Important Note & Risk Disclosure:** This tool is for informational and educational use only. **It does not guarantee profits** and is not financial advice. Past performance is not indicative of future results. Please conduct your own analysis before trading.
Pine Script® indicator
by kmozkan
Slope Rank ReversalThis tool is designed to solve the fundamental problem of "buying low and selling high" by providing objective entry/exit signals based on momentum extremes and inflection points. The System employs three core components: Trend Detection (PSAR): The Parabolic SAR is used as a filter to confirm that a trend reversal or transition is currently underway, isolating actionable trade setups. Dynamic Momentum Ranking: The indicator continuously measures the slope of the price action. This slope is then ranked against historical data to objectively identify when an asset is in an extreme state (overbought or oversold). Signal Generation (Inflection Points): Oversold/Buy: A 🟢 Green X is generated only when the slope ranking indicates the market is steeply negative (oversold), and the slope value begins to tick upwards (the inflection point), signaling potential mean reversion. Overbought/Sell: A 🔴 Red X is generated only when the slope ranking indicates the market is steeply positive (overbought), and the slope value begins to tick downwards, signaling momentum exhaustion. The core philosophy is simple: Enter only when the market is exhausted and has started to turn.
Pine Script® indicator
by accutrades_net
Lorentzian Length Adaptive Moving Average [LLAMA] Adaptation of "Machine Learning: Lorentzian Classification" by Gradient color by base on work by LLAMA: A regime-aware adaptive moving average that bends with the market. Start with a problem traders know: Traditional moving averages are either too slow (EMA200) or too fast (EMA9) Adaptive MAs exist, but they often hug price too tightly or smooth too much, failing to balance bias and tactics LLAMA uses a Lorentzian distance function to adapt its length dynamically. Instead of a fixed smoothing window, it stretches or contracts depending on market conditions. This distortion reduces lag while still providing a clear bias line. The indicator looks back at recent bars and measures how similar they are using a Lorentzian distance (a log‑scaled absolute difference). It keeps track of the “nearest neighbors” — bars that most resemble the current regime. Each neighbor carries a label (long, short, neutral) based on simple price comparisons. By averaging these labels, LLAMA predicts whether the market is leaning bullish or bearish. That prediction is then mapped into a dynamic length between and . Bullish bias -> length stretches toward max (smoother, more stable). Bearish bias -> length contracts toward min (snappier, more reactive). During breakouts, LLAMA tightens and comes into contact with bars, giving actionable signals. During chop, it stretches to avoid false triggers. It covers both ends of the spectrum (bias and tactics) in one line, something static MA's can't do. Think of LLAMA as a lens that bends with the market: Wide lens (max length) for big picture bias. Narrow lens (min length) for tactical precision. The "Lorentzian Loop" is the math that decides when to widen or narrow.
Pine Script® indicator
by Starcruiser
Fractional Candlestick Long Only Experimental V10Fractional Candlestick Long-Only Strategy – Technical Description This document provides a professional English description of the "Fractional Candlestick Long Only Experimental V6" strategy using pure CF/AB fractional kernels and wavelet-based filtering. 1. Fractional Candlesticks (CF / AB) The strategy computes two fractional representations of price using Caputo–Fabrizio (CF) and Atangana–Baleanu (AB) kernels. These provide long-memory filtering without EMA approximations. Both CF and AB versions are applied to O/H/L/C, producing fractional candlesticks and fractional Heikin-Ashi variants. 2. Trend Stack Logic Trend confirmation is based on a 4-component stack: - CF close > AB close - HA_CF close > HA_AB close - HA_CF bullish - HA_AB bullish The user selects how many components must align (4, 3, or any 2). 3. Wavelet Filtering A wavelet transform (Haar, Daubechies-4, Mexican Hat) is applied to a chosen source (e.g., HA_CF close). The wavelet response is used as: - entry filter (4 modes) - exit filter (4 modes) Wavelet modes: off, confirm, wavelet-only, block adverse signals. 4. Trailing System Trailing stop uses fractional AB low × buffer, providing long-memory dynamic trailing behavior. A fractional trend channel (CF/AB lows vs HA highs) is also plotted. 5. Exit Framework Exit options include: stack flip, CF
Pine Script® strategy
by wojlucz
O'Neil Market TimingBill O'Neil Market Timing Indicator - User Guide Overview This Pine Script indicator implements William O'Neil's market timing methodology, which assigns one of four distinct states to a market index (such as SPY or QQQ) to help traders identify optimal market conditions for investing. The indicator is designed to work exclusively on Daily timeframe charts. The Four Market States The indicator tracks the market through four distinct states, with specific transition rules between them: 1. Confirmed Uptrend (Green) - Meaning: The market is in a healthy uptrend with institutional support - Action: Favorable conditions for building positions in leading stocks - Can transition to: State 2 (Uptrend Under Pressure) 2. Uptrend Under Pressure (Yellow) - Meaning: The uptrend is showing signs of weakness with increasing distribution - Action: Be cautious, tighten stops, reduce position sizes - Can transition to: State 1 (Confirmed Uptrend) or State 3 (Downtrend) 3. Downtrend (Red) - Meaning: The market is in a confirmed downtrend - Action: Stay mostly in cash, avoid new purchases - Can transition to: State 4 (Rally Attempt) 4. Rally Attempt (Pink/Fuchsia) - Meaning: The market is attempting to bottom and reverse - Action: Watch for Follow-Through Day to confirm new uptrend - Can transition to: State 1 (Confirmed Uptrend) or State 3 (Downtrend) Key Concepts Distribution Day A distribution day occurs when: 1. The index closes down by more than the critical percentage (default 0.2%) 2. Volume is higher than the previous day's volume Distribution days indicate institutional selling and are marked with red triangles on the indicator. Follow-Through Day A follow-through day occurs during a Rally Attempt when: 1. The index closes up by more than the critical percentage (default 1.6%) 2. Volume is higher than the previous day's volume A Follow-Through Day confirms a new uptrend and triggers the transition from Rally Attempt to Confirmed Uptrend. State Transition Logic Valid Transitions The system only allows specific transitions: - 1 → 2: When distribution days reach the "pressure number" (default 5) within the lookback period (default 25 bars) - 2 → 1: When distribution days drop below the pressure number - 2 → 3: When distribution days reach "downtrend number" (default 7) AND price drops by "downtrend criterion" (default 6%) from the lookback high - 3 → 4: When the market doesn't make a new low for 3 consecutive days - 4 → 3: When a new low is made, undercutting the downtrend low - 4 → 1: When a Follow-Through Day occurs during the Rally Attempt Input Parameters Distribution Day Parameters - Distribution Day % Threshold (default 0.2%, range 0.1-2.0%) - Minimum percentage decline required to qualify as a distribution day. While 0.2% seems to be the canonical number I see in literature about this, I use a much higher threshold (at least 0.5%) Follow-Through Day Parameters - Follow-Through Day % Threshold (default 1.6%, range 1.0-2.0%) - Minimum percentage gain required to qualify as a follow-through day ### State Transition Parameters - Pressure Number (default 5, range 3-6) - Number of distribution days needed to transition from Confirmed Uptrend to Uptrend Under Pressure - Lookback Period (default 25 bars, range 20-30) - Number of days to count distribution days - Downtrend Number (default 7, range 4-10) - Number of distribution days needed (with price drop) to transition to Downtrend - Downtrend % Drop from High (default 6%, range 5-10%) - Percentage drop from lookback high required for downtrend confirmation Visual Settings - Color customization for each state - Table position selection (Top Left, Top Right, Bottom Left, Bottom Right) ## How to Use This Indicator ### Installation 1. Open TradingView and navigate to SPY or QQQ (or another major index) 2. **Important**: Switch to the Daily (1D) timeframe 3. Click on "Indicators" at the top of the chart 4. Click "Pine Editor" at the bottom of the screen 5. Copy and paste the Pine Script code 6. Click "Add to Chart" ### Interpretation **When the indicator shows:** - **Green (State 1)**: Market is healthy - consider adding quality positions - **Yellow (State 2)**: Exercise caution - tighten stops, be selective - **Red (State 3)**: Defensive mode - preserve capital, avoid new buys - **Pink (State 4)**: Watch closely - prepare for potential Follow-Through Day ### The Information Table The table displays: - **Current State**: The current market condition - **Distribution Days**: Number of distribution days in the lookback period - **Lookback Period**: Number of bars being analyzed - **Rally Attempt Day**: (Only in State 4) Days into the current rally attempt ### Visual Elements 1. **State Line**: A stepped line showing the current state (1-4) 2. **Red Triangles**: Mark each distribution day 3. **Horizontal Reference Lines**: Dotted lines marking each state level 4. **Color-Coded Display**: The state line changes color based on the current market condition ## Trading Strategy Guidelines ### In Confirmed Uptrend (State 1) - Build positions in stocks breaking out of proper bases - Use normal position sizing - Focus on stocks showing institutional accumulation - Hold winners as long as they act properly ### In Uptrend Under Pressure (State 2) - Take partial profits in extended positions - Tighten stop losses - Be more selective with new entries - Reduce overall exposure ### In Downtrend (State 3) - Move to cash or maintain very light exposure - Avoid new purchases - Focus on preservation of capital - Use the time for research and watchlist building ### In Rally Attempt (State 4) - Stay mostly in cash but prepare - Build a watchlist of strong stocks - On Day 4+ of the rally attempt, watch for Follow-Through Day - If FTD occurs, begin cautiously adding positions ## Best Practices 1. **Use with Major Indices**: This indicator works best with SPY, QQQ, or other broad market indices 2. **Daily Timeframe Only**: The indicator is designed for daily bars - do not use on intraday timeframes 3. **Combine with Stock Analysis**: Use the market state as a filter for individual stock decisions 4. **Respect the Signals**: When the market enters Downtrend, reduce exposure regardless of individual stock setups 5. **Monitor Distribution Days**: Pay attention when distribution days accumulate - it's a warning sign 6. **Wait for Follow-Through**: Don't jump back in too early during Rally Attempt - wait for confirmation ## Alert Conditions The indicator includes built-in alert conditions for: - State changes (entering any of the four states) - Distribution Day detection - Follow-Through Day detection during Rally Attempt To set up alerts: 1. Click the "Alert" button while the indicator is on your chart 2. Select "O'Neil Market Timing" 3. Choose your desired alert condition 4. Configure notification preferences ## Customization Tips ### For More Sensitive Detection - Lower the "Pressure Number" to 3-4 - Lower the "Distribution Day % Threshold" to 0.15% - Reduce the "Downtrend Number" to 5-6 ### For More Conservative Detection - Raise the "Pressure Number" to 6 - Raise the "Distribution Day % Threshold" to 0.3-0.5% - Increase the "Downtrend Number" to 8-9 ### For Different Market Conditions - **Bull Market**: Consider slightly higher thresholds - **Bear Market**: Consider slightly lower thresholds - **Volatile Market**: May need to increase percentage thresholds ## Limitations and Considerations 1. **Not a Crystal Ball**: The indicator identifies conditions but doesn't predict the future 2. **False Signals**: Follow-Through Days can fail - use proper risk management 3. **Whipsaws Possible**: In choppy markets, the indicator may switch states frequently 4. **Confirmation Lag**: By design, there's a lag as the system waits for confirmation 5. **Works Best with Price Action**: Combine with your analysis of individual stocks ## Historical Context This methodology is based on William J. O'Neil's decades of market research, documented in books like "How to Make Money in Stocks" and through Investor's Business Daily. O'Neil's research showed that: - Most major market tops are preceded by accumulation of distribution days - Most successful rallies begin with a Follow-Through Day on Day 4-7 of a rally attempt - Identifying market state helps prevent buying during unfavorable conditions ## Troubleshooting **Problem**: Indicator shows "Initializing" - **Solution**: Let the chart load at least 5 bars to establish the initial state **Problem**: No distribution day markers appear - **Solution**: Verify you're on daily timeframe and check if volume data is available **Problem**: Table not visible - **Solution**: Check the table position setting and ensure it's not off-screen **Problem**: State seems to change too frequently - **Solution**: Increase the lookback period or adjust threshold parameters ## Support and Further Learning For deeper understanding of this methodology: - Read "How to Make Money in Stocks" by William J. O'Neil - Study Investor's Business Daily's "Market Pulse" - Review historical market tops and bottoms to see the pattern - Practice identifying distribution days and follow-through days manually ## Version History **Version 1.0** (November 2025) - Initial implementation - Four-state system with proper transitions - Distribution day detection and marking - Follow-through day detection - Customizable parameters - Information table display - Alert conditions --- ## Quick Reference Card | State | Number | Color | Action | |-------|--------|-------|--------| | Confirmed Uptrend | 1 | Green | Buy quality setups | | Uptrend Under Pressure | 2 | Yellow | Tighten stops, be selective | | Downtrend | 3 | Red | Cash position, no new buys | | Rally Attempt | 4 | Pink | Watch for Follow-Through Day | **Distribution Day**: Down > 0.2% on higher volume (red triangle) **Follow-Through Day**: Up > 1.6% on higher volume during Rally Attempt (triggers State 4→1) --- *Remember: This indicator is a tool to help identify market conditions. It should be used as part of a comprehensive trading strategy that includes proper risk management, position sizing, and individual stock analysis.* Also, I created this with the help of an AI coding framework, and I didn't exhaustively test it. I don't actually use this for my own trading, so it's quite possible that it's materially wrong, and that following this will lead to poor investment decisions.. This is "copy left" software, so feel free to alter this to your own tastes, and claim authorship.
Pine Script® indicator
by matthias
RSI Swing Indicator (with HL Alert)This indicator identifies swing highs and lows based on RSI extremes (overbought and oversold zones). It automatically labels: HH (Higher High) – price moves higher than the previous swing high LH (Lower High) – price forms a lower high HL (Higher Low) – price forms a higher low LL (Lower Low) – price forms a lower low It also draws swing lines connecting these points for visual trend analysis. Alerts are triggered specifically on HL formations, which often signal potential bullish continuation.
Pine Script® indicator
by ashrafemam
Trade The Matric / MACD-RSI Hybrid Candles**"MACD-RSI Hybrid Candles"** is a **custom TradingView Pine Script (v6)** indicator that **replaces your chart’s default candles** with **dynamically colored, intensity-adjusted candles** based on **combined MACD and RSI signals**. It’s a **visual fusion** of: - **MACD Histogram** → Momentum & Trend Strength - **RSI** → Overbought/Oversold & Trend Confirmation - **Dynamic Transparency** → Visualizes **signal strength** The result? **At-a-glance confirmation of bullish/bearish phases** — no need to check subcharts. --- ## OVERVIEW: What This Indicator Does | Feature | Purpose | |-------|--------| | **Replaces price candles** | Entire chart becomes a **live MACD-RSI signal map** | | **Colors based on dual confirmation** | Only strong when **both** MACD and RSI agree | | **Transparency = momentum intensity** | Brighter = stronger signal | | **Labels & Alerts** | Highlights **phase changes** (bullish/bearish shifts) | --- ## USER INPUTS (Customizable) | Input | Default | Description | |------|--------|-----------| | `fastLen` | 12 | MACD Fast EMA | | `slowLen` | 26 | MACD Slow EMA | | `signalLen` | 9 | MACD Signal Line | | `rsiLen` | 14 | RSI Period | | `showLabels` | true | Show "Bullish Phase" / "Bearish Phase" labels | > Standard settings — tweak for sensitivity. --- ## CORE CALCULATIONS ### 1. **MACD** ```pinescript macdLine = ta.ema(close, fastLen) - ta.ema(close, slowLen) signalLine = ta.ema(macdLine, signalLen) hist = macdLine - signalLine ``` - `hist > 0` → **Bullish momentum** - `hist < 0` → **Bearish momentum** ### 2. **RSI** ```pinescript rsi = ta.rsi(close, rsiLen) ``` - `rsi > 50` → **Bullish bias** - `rsi < 50` → **Bearish bias** --- ## DUAL CONFIRMATION LOGIC | Condition | Meaning | |--------|--------| | `bullCond = macdBull and rsiBull` | **MACD hist > 0** AND **RSI > 50** → **Confirmed Bullish** | | `bearCond = macdBear and rsiBear` | **MACD hist < 0** AND **RSI < 50** → **Confirmed Bearish** | | Otherwise | **Neutral / Conflicted** | > Only **strong, aligned signals** get bright colors. --- ## DYNAMIC INTENSITY & TRANSPARENCY (Key Feature) ```pinescript maxHist = ta.highest(math.abs(hist), 100) intensity = math.abs(hist) / maxHist transp = 90 - (intensity * 80) ``` ### How It Works: 1. Finds **strongest MACD histogram value** in last 100 bars 2. Compares **current histogram** to that peak → `intensity` (0 to 1) 3. **Transparency scales from 90 (faint) → 10 (bright)** | Intensity | Transparency | Visual Effect | |---------|--------------|-------------| | 0% (weak) | 90 | Almost transparent | | 50% | 50 | Medium | | 100% | 10 | **Vivid, bold candle** | > **Brighter candle = stronger momentum relative to recent history** --- ## CANDLE COLOR LOGIC | Condition | Candle & Wick Color | Transparency | |--------|---------------------|------------| | **Confirmed Bullish** (`bullCond`) | **Lime Green** | Dynamic (10–90) | | **Confirmed Bearish** (`bearCond`) | **Red** | Dynamic (10–90) | | **Neutral / Conflicted** | **Gray** | Fixed 80 (faint) | > **Wicks and borders match body** → full candle takeover --- ## VISUAL OUTPUT ### 1. **Custom Candles** ```pinescript plotcandle(open, high, low, close, color=barColor, wickcolor=barColor, bordercolor=barColor) ``` - **Replaces default chart candles** - **No original candles visible** ### 2. **Labels (Optional)** - **"Bullish Phase"** → Green label **below low** when: - MACD histogram **crosses above zero** - AND RSI **> 50** - **"Bearish Phase"** → Red label **above high** when: - MACD histogram **crosses below zero** - AND RSI **< 50** > Up to **500 labels** (`max_labels_count=500`) --- ## ALERTS (Built-In) | Alert | Trigger | |------|--------| | **Bullish MACD-RSI Signal** | `ta.crossover(hist, 0) and rsi > 50` | | **Bearish MACD-RSI Signal** | `ta.crossunder(hist, 0) and rsi < 50` | > Message: *"MACD crossed above zero with RSI > 50 — Bullish phase."* --- ## HOW TO READ THE CHART | Visual | Market State | Interpretation | |-------|-------------|----------------| | **Bright Lime Candles** | **Strong Bullish Momentum** | High conviction — trend accelerating | | **Faint Lime Candles** | **Weak Bullish** | Momentum present but not strong | | **Bright Red Candles** | **Strong Bearish Momentum** | Downtrend with power | | **Faint Red Candles** | **Weak Bearish** | Selling pressure, but fading | | **Gray Candles** | **Conflicted / Choppy** | MACD and RSI disagree — avoid | | **"Bullish Phase" Label** | **New Uptrend Starting** | Entry signal | | **"Bearish Phase" Label** | **New Downtrend Starting** | Short signal | --- ## TRADING STRATEGY (Example) ### **Long Entry** 1. Wait for **"Bullish Phase" label** 2. Confirm **bright lime candles** (intensity > 50%) 3. Enter on **pullback to support** or **breakout** 4. **Stop Loss**: Below recent swing low 5. **Take Profit**: Trail with EMA or at resistance ### **Short Entry** 1. Wait for **"Bearish Phase" label** 2. Confirm **bright red candles** 3. Enter on **rally to resistance** > **Best in trending markets** — avoid choppy ranges. --- ## UNIQUE FEATURES | Feature | Benefit | |-------|--------| | **Dual Confirmation** | Avoids false MACD signals in overbought/oversold zones | | **Dynamic Transparency** | Shows **relative strength** — not just direction | | **Full Candle Replacement** | Clean, uncluttered chart | | **Phase Labels** | Marks **exact trend change points** | | **Built-in Alerts** | No extra setup needed | --- ## LIMITATIONS | Issue | Note | |------|------| | **Lagging by design** | MACD & RSI are reactive | | **Repainting?** | **No** — all on close | | **No volume filter** | Add separately for better accuracy | | **Labels can clutter** | Toggle off in choppy markets | | **Intensity uses 100-bar lookback** | May lag in very long trends | --- ## BEST USE CASES | Market | Timeframe | Style | |-------|----------|------| | Stocks, Forex, Crypto | 15m, 1H, 4H | Swing / Trend Following | | **Avoid**: Sideways markets | Yes | High noise = many gray candles | --- ## COMPARISON TO STANDARD MACD/RSI | Feature | This Indicator | Standard MACD + RSI | |-------|----------------|---------------------| | Visual | **Candles = signal** | Subchart lines | | Confirmation | Built-in dual logic | Manual | | Strength | Dynamic brightness | Histogram height | | Alerts | Phase changes | Need custom | | Chart Clutter | Low | High (two panels) | > **This is a "one-panel" momentum dashboard** --- ## SUMMARY: What This Indicator Does > **"MACD-RSI Hybrid Candles"** turns your **entire price chart into a live momentum heatmap** where: > > 1. **Candle color** = **MACD + RSI agreement** (Bullish / Bearish / Neutral) > 2. **Brightness** = **Momentum strength** vs. recent 100 bars > 3. **Labels & Alerts** = **Trend phase changes** (zero-line crosses with RSI filter) > > It **eliminates subcharts** and gives **instant visual confirmation** of: > - **Trend direction** > - **Momentum power** > - **High-probability entries** --- **Ideal for traders who want:** - **No indicator panels** - **Clear, color-coded signals** - **Strength at a glance** - **Automated alerts on trend shifts** --- **Pro Tip**: Use with **volume** or **support/resistance** for **higher win rate**.
Pine Script® indicator
by Morpheus835