Começar

Indicadores e estratégias

Ensemble Consensus System The Ensemble Consensus System (ECS) brings a **Random Forest-style ensemble vote** to Pine Script: five orthogonal "expert" strategies each cast a bull/bear vote (+1/-1/0), and only high-confidence consensus moves become signals—dramatically reducing noise while capturing strong directional moves. ## What Makes This Original ECS is the first Pine Script indicator to implement true machine learning-style ensemble voting. Rather than relying on a single methodology, five independent experts analyze different market dimensions: • **Trend Expert**: Multi-timeframe EMA alignment analysis • **Momentum Expert**: RSI/MACD/Stochastic confluence with consistency filters • **Volume Expert**: Proprietary volume pressure + OBV confirmation • **Volatility Expert**: Bollinger Band mean reversion opportunities • **Structure Expert**: Adaptive pivot-based support/resistance detection ## How It Works The system requires consensus among experts, with an **adaptive threshold** based on market volatility: | Volatility Regime | ATR/Close | Votes Required | |-------------------|-----------|----------------| | Low Volatility | <1% | 2+ | | Normal Markets | 1-2% | 3+ | | High Volatility | >2% | 4+ | This dynamic adjustment prevents overtrading in choppy conditions while maintaining responsiveness during strong trends. ## Key Features ### Signals • **Visual entry points** with strength percentage (60% = 3/5 experts agree) • **Adaptive thresholds** that adjust to market conditions • **Multi-expert consensus** reduces false signals ### Risk Control • **Dynamic stop-loss/take-profit** based on ATR • **Regime-adjusted targets** (±50% in volatile markets) • **Visual SL/TP lines** with exact price labels ### Analytics • **Real-time vote panel** showing each expert's stance • **Performance tracking** with win rate and P/L • **Market regime indicator** (Trending/Ranging/Volatile) • **Light Mode** for better performance on slower systems ## How to Use 1. **Apply ECS** to a liquid instrument on 15m-4H timeframe (best: 1H) 2. **Wait for signal** - green ▲ for long, red ▼ for short with strength % 3. **Verify votes** - check panel to see which experts agree 4. **Execute trade** using the displayed SL/TP levels 5. **Monitor regime** - be cautious if market regime changes ### Quick Start Settings • **Standard Trading**: Use defaults (3 votes, adaptive mode ON) • **Conservative**: Increase to 4 votes minimum • **Aggressive**: Reduce to 2 votes, tighten stops ## Important Limitations • **Chart Types**: Not compatible with Renko/Heikin-Ashi • **Volume Data**: Requires reliable volume (forex pairs may underperform) • **News Events**: Signals may lag during gaps/major announcements • **Processing**: Heavy calculations - use Light Mode if needed ## Settings Guide **Ensemble Controls** • `Minimum Votes` (default: 3): Base threshold before volatility adjustment • `Adaptive Mode` (default: ON): Auto-adjusts threshold by market volatility **Visual Options** • `Vote Panel`: Live expert voting display • `Performance Stats`: Win rate and trade tracking • `Light Mode`: Disables heavy visuals for speed **Risk Parameters** • `Stop Multiplier` (default: 2.0): ATR multiple for stop-loss • `TP Multiplier` (default: 3.0): ATR multiple for take-profit • `Dynamic TP` (default: ON): Adjusts targets by market regime ## Troubleshooting **Too few signals?** → Lower minimum votes or check if market is ranging **Indicator running slow?** → Enable Light Mode, disable performance tracking **Weird volume votes?** → Verify your symbol has accurate volume data ## Technical Concepts The ensemble approach mimics **Random Forest algorithms** where multiple decision trees vote on outcomes. By requiring agreement among experts using orthogonal methodologies, ECS filters out signals that would fail under different market lenses. The adaptive threshold addresses fixed-parameter weakness by dynamically adjusting selectivity based on volatility. • Adaptive pivot lookback for dynamic structure detection • Safe volume pressure calculation preventing division errors • Momentum consistency filter reducing choppy false signals • Unified dashboard merging vote panel + performance stats • Regime-based dynamic take-profit adjustment *Educational indicator demonstrating ensemble methods in Pine Script. No guarantee of future performance. Always use proper risk management and position sizing.*
Indicador Pine Script®
por Finntech1
AVTRADINGPRO ICT (B) AVTRADINGPRO ICT Indicator – Documentation and Optimization 📌 Overview This script is an advanced indicator for TradingView developed by AVTRADINGPRO, designed to identify key elements of Institutional Trading Concepts (ICT), such as: Market Structure Shifts (MSS) Break of Structure (BOS) Order Blocks (OB) Fair Value Gaps (FVG) Liquidity Zones Volume Imbalances Kill Zones (Key Sessions) 🛠 Settings and Customization The indicator is highly customizable through inputs in the TradingView interface: Market Structures MSS (Market Structure Shifts): Detects trend reversals. BOS (Break of Structure): Confirms trend continuation. Length: Adjusts sensitivity (values between 3 and 10). Order Blocks Show Order Blocks: Enable/disable the display of order blocks. Swing Lookback: Defines the historical range to identify OBs. Customizable colors for bullish/bearish OBs. Fair Value Gaps (FVGs) FVG Type: Standard (FVG) or Implied (IFVG). Balance Price Range (BPR): Equilibrium zone between FVGs. Visualization: Up to 20 visible FVGs. Liquidity Margin: Adjusts the range around liquidity zones. Colors for Buy Side / Sell Side Liquidity. Kill Zones Key Sessions: New York, London (open/close), Asia. Customizable colors for each session.
Indicador Pine Script®
por Tony-AVTRADINGPRO
Precision Entry Signals (RSI + MA12 Logic)Description: This script provides precise entry signals based on a clean confluence of MA12 breakouts and RSI momentum, filtered by a VWMA (Volume-Weighted Moving Average) of the RSI. ----------------------------------------------------------------------------------------------------------------- 🔹 Long entry conditions: - Candle opens below the 12-period MA and closes above it - RSI crosses above its VWMA - Previous candle is bearish (additional confirmation) 🔹 Short entry conditions: - Candle opens above the 12-period MA and closes below it - RSI crosses below its VWMA - Previous candle is bullish ---------------------------------------------------------------------------------------------------------------- Once a signal is confirmed, the script automatically draws: Entry line (at close price) Stop Loss line (just below recent lows for long, or above highs for short) Take Profit 1 (1R) Take Profit 2 (2R) Labels are attached to the lines for clarity: ENTRY, SL, TP1, and TP2. ⚠️ Note: This tool only provides entry signals and visual risk/reward guidance. It does not manage exits dynamically. Manual trade management is recommended. This script is intended for active intraday traders, especially on lower timeframes like 3-minute, 5-minute or 15-minute charts. --------------------------------------------------------------------------------------------------------------- 🔧 Recommended companion indicator: For better confirmation and visual tracking of the RSI/VWMA cross logic, it is strongly recommended to also use the companion script: 🔹 Relative Strength Index (with MA based cross signals) → Shows RSI and its moving average visually, with triangle plots on every valid cross. → Matches exactly the RSI/VWMA behavior used in this entry signal script. 📌 Important: After adding the RSI script to your chart, make sure to set: RSI Length = 14 MA Type = VWMA MA Length = 20 This ensures it visually matches the logic used by the entry signal script. Both indicators are fully open source and meant to be used together — especially when trading manually.
Indicador Pine Script®
por kurtroelants
1
MTF - Quantum Fibonacci ATR/ADR Levels & Targets V_2.0# Quantum Fibonacci Wave Mechanics v2.0 Release Notes ## 🚀 New Features - Added multi-timeframe alert system for buy/sell signals - Implemented dynamic label management with price values - New mid-level trigger option for additional signals - New EMA trigger option for confirmation signals - Signal bar highlighting option - Customizable line widths for all levels ## 🎨 Visual Improvements - Completely redesigned label system (left-aligned with offsets) - More intuitive input organization - Better color customization options ## ⚙️ Technical Upgrades - Upgraded to Pine Script v6 - Reduced repainting with stricter confirmation checks - Optimized performance with proper variable initialization ## ⚠️ Note for Existing Users - Some color parameters have been renamed - Label positioning has changed (now with configurable offset) - Review new mid-level trigger option in strategy settings ## 🐛 Bug Fixes - Fixed potential repainting issues in signal generation - Improved label cleanup between periods - More robust security function implementation ## ⚠️ Caution for Mid-Level & EMA Signals - Mid-Level Reversals may trigger premature entries in ranging markets. - EMA crossovers can lag; confirm with price action.
Indicador Pine Script®
por QuantumTradeInnovator
Liquidity Sweep Reversal [Grimoire]The Liquidity Sweep Reversal indicator is designed to spot potential turning points by watching for “liquidity sweeps” above key prior highs. Specifically, it marks when price briefly pushes above levels such as: The high of the previous candle The high of the prior trading day The high of the previous week These sweeps often trigger stop-hunts or liquidity hunts, after which price frequently reverses. By highlighting those moments, the indicator helps you anticipate and trade these reversal moves more easily.
Indicador Pine Script®
por manakas_619
NY Opening Range Breakout - MA StopCore Concept This strategy trades breakouts from the New York opening range (9:30-9:45 AM NY time) on intraday timeframes, designed for scalping and day trading. Setup Requirements Timeframe: Works on any timeframe under 15 minutes (1m, 2m, 3m, 5m, 10m) Session: New York market hours Range Period: 9:30-9:45 AM NY time (15-minute opening range) Entry Rules Long Entries: Wait for a candle to close above the opening range high Enter long on the next candle (before 12:00 PM NY time) Must be above moving average if using MA-based take profit Short Entries: Wait for a candle to close below the opening range low Enter short on the next candle (before 12:00 PM NY time) Must be below moving average if using MA-based take profit Risk Management Stop Loss: Long trades: Opening range low Short trades: Opening range high Take Profit Options: Fixed Risk Reward: 1.5x the range size (customizable ratio) Moving Average: Exit when price crosses back through MA Both: Whichever comes first Key Features Trade Direction Options: Long Only Short Only Both directions Moving Average Filter: Prevents entries that would immediately hit stop loss Uses EMA/SMA/WMA/VWMA with customizable length Acts as dynamic support/resistance Time Restrictions: No entries after 12:00 PM NY time (customizable cutoff) One trade per direction per day Daily reset of all variables Visual Elements Red/green lines showing opening range Purple line for moving average Entry and breakout signals with shapes Take profit and stop loss levels plotted Information table with current status Strategy Logic Flow Morning: Capture 9:30-9:45 range high/low Wait: Monitor for breakout (previous candle close outside range) Filter: Check MA condition if using MA-based exits Enter: Trade on next candle after breakout Manage: Exit at fixed TP, MA cross, or stop loss Reset: Start fresh next trading day This is a momentum-based breakout strategy that capitalizes on early market volatility while using the opening range as natural support/resistance levels.
Estratégia Pine Script®
por shui2967
3 EMA Trend Strategy (Locks Trailing Stop Tightening)How I Created a Smart Trading Strategy Using 3 EMAs + Trailing StopLoss with help of ChatGPT Ever wondered if AI can really help with trading? I put it to the test by asking ChatGPT to build a strategy using 3 Exponential Moving Averages (EMAs). Here's what I got: ✅ Custom Pine Script ✅ Trend-based entry logic ✅ Clean exits using Trailing Stop Loss ✅ Backtested on multiple tickers (QQQ, NVDA, SPY, AAPL) I wanted to say anyone create the strategies with their ideas. Just take help of chatGPT and tweak for better results. Here’s a quick summary of what the strategy does: Condition Action Taken ============================================== EMAs aligned + pullback Enter LONG (Buy) Trade reaches 10% profit Trailing Stop set to 5% Trade reaches 20% profit Trailing Stop locked at 2% Price drops to stop level Exit Trade I've fine-tuned the code, which is available to public. It is been tested , see the performance on chart. More detailed description and shared all insights in my latest blog post on eemanispace.com Let me know your comments / feedback.
Estratégia Pine Script®
por eemani123
Sri_Momentum Burst Histogram📝 Description : 🌀 Sri_Momentum Burst Histogram — A Custom Momentum and Volatility Fusion Tool The Sri_Momentum Burst Histogram is a unique technical analysis tool designed to visualize sudden changes in price momentum in the form of a dynamic, color-coded histogram. This indicator helps traders identify trend accelerations, early momentum shifts, and potential exhaustion in real time. By combining a MACD-like momentum engine with a volatility-sensitive Bollinger Band range, this script offers an enhanced view of market bursts — moments where momentum "pops" beyond typical ranges. The result is a refined perspective on market sentiment, helping traders to anticipate reversals, follow breakouts, and assess the relative strength of ongoing trends. 🧠 Core Methodology The indicator calculates the difference between a fast and slow EMA (Exponential Moving Average), similar to a MACD histogram. This difference is then compared across candles to gauge the rate of change in momentum — referred to here as a “momentum burst.” A sensitivity multiplier allows you to scale the response based on your preferred timeframe and trading style. A volatility band, derived from Bollinger Band logic, is used to frame the relative intensity of the momentum change. The histogram is divided into two parts: Green/Lime Bars represent increasing and decreasing bullish momentum. Red/Orange Bars represent increasing and decreasing bearish momentum. ⚙️ Customizable Inputs Momentum Sensitivity: Adjust the responsiveness of the burst detection mechanism. Short EMA Period: Sets the lookback period for the fast EMA. Long EMA Period: Sets the lookback period for the slow EMA. Volatility Band Length: Controls the length used for Bollinger Band calculations. Band Std Dev Multiplier: Adjusts how wide the volatility range should be, based on price dispersion. 📈 How to Use It Use the green/red histogram bars to visually gauge momentum strength and direction. Watch for transitions in color intensity (e.g., green to lime, red to orange) as early warning signs of trend exhaustion or reversal. Combine with other indicators like RSI, MACD, ADX, or volume profiles to confirm entry/exit points. Useful in both trending and ranging markets, especially on lower timeframes for scalping or intraday setups. ✅ Key Features Easy-to-read histogram with intuitive color coding. Fully customizable settings for fine-tuned signal control. Can be used on any asset class — stocks, forex, crypto, commodities. Optimized for real-time use with minimal lag. 🔐 This script is an original creation, developed independently by adapting publicly known mathematical concepts into a unique visualization tool. All function and variable names have been customized for originality and compliance with TradingView’s publishing and community standards. 💡 Developed by: @venkat_27 🧩 For educational purposes only — not financial advice.
Indicador Pine Script®
por venkat_27
NoNoiseMA & SlopeHappy trade, This is a noise-reduced moving average — let's call it the No-Noise MA. A MA where false breakout price action should have little to no impact, while the main trend remains fully represented. In comparison to previous MAs this one's trend appear more linear, and sideways price actions becomes easier to detect thanks to it's unique two filter stages. In short, the No-Noise-MA (Noise-Reduced Moving Average) is calculated as the cumulative sum of the slopes derived from the center line of the last x pivot points. Let’s break it down step by step: Pivot Detection: A pivot algorithm (an adapted variant of the Bilson-Gann-Count method) identifies consecutive pivot points (high, low, high, low, etc.) in the close price series. Let's call this set of Pivots S. Center Line Calculation: Out of the set S the last x pivots are used to compute a center line (linear regression line). Always when a new pivot is confirmed, the oldest pivot in the queue is removed, and the new pivot is added. Slope Extraction: The center line is defined by its equation shown in the image below Image 1 Cumulative Slope Sum: As shown in the image 1 the slope is a series with values around zero. The No-Noise-MA is then just the cumulative sum of the slope series and a correction term. A correction term is needed otherwise the No-Noise-MA would run away over time from the original close price. The correction term is just the deviation between close price and cumulative slope sum multiply with a factor around 0.01 added to the No-Noise-MA. Noise Reduction: The goal of noise reduction is done by two filter stages. First Filter is the reduction of the input values. As shown above not all bars close prices are use, instead it uses just the pivot points delivered by the Bilson-Gann-Count method. Favorable the Bilson-Gann-Count method delivers the Pivot points in most cases much faster as other Pivot methods. Already after two bars a new Pivot is confirmed. This takes out all ups and downs between two consecutive Pivots. This first filter stage is legit because all price action in between is hedged by the Pivots. The second filter stage is the done by the length of the center line. As more pivots are used to calculate the center line as smoother the slope becomes. Out liners just gets less impact if the base is bigger. So the number of involved Pivots has the same meaning as the lengths in any other MA. Comparison with usual MAs: For a comparison with other MAs this script also calculate the average lengths of the center line, shown in the upper right chart. So choose for example SMA and set the length parameter to the average length of the center line. As shown in the following image 2. Image 2 This way both MAs have the same data base and can be objectively compared. Trend detection: The slope of the center line can be used for trend confirmation. A slope bigger then zero is an up trend while a slope smaller then zero is a down trend. And side way price action is indicated when the slope is around zero within a certain threshold. Image 3 One hint should be mentioned here. The side way section gets indicated much later. About the number of bars as the center line is long. Before that there are just up or down trend predicted. In the image 2 you see the slope is firstly tin and as more bars past by the slope becomes more thick. This should indicate the point where no side way predictions will happens anymore. Variation of calculation In the settings menu you can find the setting "Include last close to center line". With this activated the center line is calculated with the last pivots and the last close price. The last close price is assumed as a pivot too. This gives the slope a more early reaction to volatile price action. But also brings back some noise.
Indicador Pine Script®
por BerlinCode42
Fear & Greed OscillatorFear & Greed Oscillator – Technical Sentiment Tool This synthetic indicator measures emotional extremes in the market — fear and greed — based purely on price action, volume, and volatility. It does not rely on external Fear & Greed Index data — instead, it delivers a technical interpretation of market sentiment. 📏 Built from 4 key components: Volatility Score (ATR): Measures price volatility relative to current price. Higher volatility suggests emotional reactions. Volume Score: Compares current volume to the 20-period average. Elevated volume = stronger market participation. Momentum Score (RSI): Measures distance of RSI from the neutral 50-level, representing price strength. Price Position in Range: Compares current price within the last 50-bar high-low range. Indicates possible overbought/oversold extremes. These components are scaled, averaged, and smoothed using EMA (📐 Smoothing Length), with a neutral SMA-based centerline (📏 Centerline Length). The final oscillator reflects deviation from the emotional mean. ✅ Signal Highlights: 📈 Buy Zone (Fear Reversal): When the oscillator rises above the Fear Threshold. 📉 Sell Zone (Greed Reversal): When the oscillator falls below the Greed Threshold. Background color shifts visually highlight these sentiment reversals. 💡 Use Case: Designed to detect emotional sentiment extremes — not classical buy/sell signals. Useful in contrarian strategies or as a sentiment filter within trend-based systems. Can be combined with other confirmation tools for improved signal quality. 🧠 This indicator does not use any external sentiment data. All signals are derived from technical conditions, offering a pure chart-based view of fear and greed in the market.
Indicador Pine Script®
por Uncle_the_shooter
Ripster Cloud Trend Strategy - ParameterstyrdRipster Cloud Trend Strategy – Simple Explanation This is a trend-following strategy that aims to enter trades early in a new trend using moving average crossovers. It uses four "clouds" made from different EMAs to identify the overall trend and timing of entries. It goes long when the long-term trend is up and a shorter-term bullish crossover happens within certain zones. It goes short when the long-term trend is down and a bearish crossover happens. Once in a trade: A fixed stop loss is placed. After some time, it switches to a trailing stop based on EMA levels to lock in profits while staying in the trend. It only exits when the stop loss is hit, not on new signals, and it allows only one trade at a time.
Estratégia Pine Script®
por soderling100
LCCM 2025⚔️ Six-Finger Phantom Grip – Forex Strategy by Thầy Khắc Quí Inspired by martial arts, this strategy uses six key "fingers" to enter precise, high-probability trades with minimal risk. 🖐️ The 6 Fingers: 1. Trend Direction – Follow the main trend (H4/D1). 2. Key Price Zones – Identify strong support/resistance or supply/demand zones. 3. Price Action Signals – Enter only with confirmation (pin bar, engulfing, etc.). 4. Lot Size & Risk Control – Smart position sizing; avoid overleveraging. 5. Perfect Timing – Patience to strike only at ideal setups. 6. Trader Psychology – Discipline, no FOMO, treat each trade like a martial arts move. ✅ Features: No indicators, clean charts. Focus on market structure and price behavior. High emphasis on mindset and discipline.
Indicador Pine Script®
por tranthanh_bka
Swing-Based Fibonacci Zone + Divergence SignalSwing-Based Fibonacci Zone + Divergence 🗞️ Short Headline: 🔍 Dynamic Fib Zone Engine for Price Action Traders 🧾 Description: This indicator dynamically draws Fibonacci-based support and resistance zones based on recent swing high and low points. It helps traders identify high-probability reversal, breakout, or scalping opportunities using adaptive price zones that update in real time. Integrated with divergence detection using RSI, it highlights potential bullish and bearish reversals with clean visual cues. 🔧 Key Features: 🔁 Auto-updating Fibonacci Zones (0%, 25%, 50%, 75%, 100%) 💡 Visual price level labels on the right side (customizable size/offset/color) 📉 Bearish RSI Divergence marker at top of the zone (100%) 📈 Bullish RSI Divergence marker at bottom of the zone (0%) 🎛️ Flexible configuration for zone styling and detection logic ⚡ Real-time updates – ideal for scalpers and intraday traders 🧠 Best Use Cases: Identify scalping entries when price breaks and closes above/below 25/75 zones Spot potential reversals using RSI divergence confirmations Support other systems like Order Flow, Delta, or Volume Analysis ⏱️ Recommended Timeframes: 1min / 5min / 15min / 1H
Indicador Pine Script®
por MILO888