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指标和策略

Adaptive Momentum Pressure (AMP)🔹 Adaptive Momentum Pressure (AMP) A hybrid momentum oscillator that adapts to volatility and trend dynamics. AMP measures the rate of change of price pressure and automatically adjusts its sensitivity based on market volatility. It reacts faster in trending markets and smooths out noise during consolidation — helping traders identify genuine momentum shifts early while avoiding whipsaws. 🧠 Core Concept AMP fuses three elements into one adaptive momentum model: Normalized Momentum (ROC) – captures directional acceleration of price. Adaptive Smoothing – the smoothing length dynamically contracts when volatility rises and expands when it falls. Directional Bias – derived from the short-term EMA slope to weight momentum toward the prevailing trend. Combined, these form a pressure value oscillating between –100 and +100, revealing when momentum expands or fades. ⚙️ How It Works Calculates a normalized rate of change (ROC) relative to recent volatility. Adjusts its effective length using the ATR — more volatile periods shorten the lookback for quicker reaction. Applies a custom EMA that adapts in real time. Modulates momentum by a normalized EMA slope (“trend bias”). Produces a smoothed AMP line with a Signal line and crossover markers. 🔍 How to Read It Green AMP line rising above Signal → Building bullish momentum. Red AMP line falling below Signal → Fading or bearish momentum. White Signal line = smoothed confirmation of trend energy. Green dots = early bullish crossovers. Red dots = early bearish crossovers. Typical interpretations: AMP crossing above 0 from below → early bullish impulse. AMP peaking near +50–100 and curling down → potential momentum exhaustion. Crosses below 0 with red pressure → bearish confirmation. ⚡ Advantages ✅ Adaptive across all markets and timeframes ✅ Built-in trend bias filters false signals ✅ Reacts earlier than RSI/MACD while reducing noise ✅ No manual retuning required 🧩 Suggested Use Combine with structure or volume tools to confirm breakouts. Works well as a momentum confirmation filter for entries/exits. Optimal display: separate oscillator pane (not overlay). Use it responsibly — AMP is an analytical tool, not financial advice.
Pine Script®指标
由Cryptobingbong提供
Tactical Holding [SwissAlgo]Tactical Holding A visual framework for managing long-term positions across market cycles -------------------------------------------------------------- Purpose Instead of holding a fixed position through all market conditions , you can use this framework to adjust your exposure tactically . By reducing positions during distribution phases and accumulating during favorable accumulation zones, you may end up holding more units of the asset over complete market cycles - even if you temporarily exit or reduce exposure during unfavorable periods. This approach aims to help you compound your holdings by taking advantage of market volatility rather than simply enduring it. -------------------------------------------------------------- Recommended Settings Timeframe : Weekly (1W) chart
 Chart Type : Standard candlesticks (select 'Bar' type Candles) This indicator is designed for higher timeframe analysis. While it can be applied to other timeframes, the logic and signal generation are optimized for weekly charts to filter out short-term noise and focus on major market cycles. -------------------------------------------------------------- Key Features ♦ Market State Classification The indicator aims to categorize potential market conditions into five color-coded states based on technical confluences: * Bull (bright green): Multiple bullish indicators align * Bull Retrace (teal): Bullish structure with temporary weakness * Bull ⇆ Bear Reversal (yellow): Transitional phase between trends * Bear (bright red): Multiple bearish indicators align * Bear Retrace (Pale Red/Maroon): Bearish structure with temporary strength ♦ Visual Elements * Candles change color based on the current market state * A 50-period EMA tracks with the same color coding, providing visual trend context * Small arrow markers appear when specific pattern conditions are met (zones for potential distribution or accumulation) * A legend table (toggle on/off) explains the color system * A label shows the current state name on the chart ♦ Pattern Recognition The system monitors for two types of potential entry/exit zones: 1. State transition patterns after periods of market regime consistency 2. RSI divergence patterns (when price and momentum move in opposite directions) ♦ Customization * Toggle the legend table visibility through settings * All calculations are transparent and use standard technical analysis methods -------------------------------------------------------------- How It Works Think of this indicator as a traffic light system for your portfolio: ♦ Green zones suggest the asset might be in an environment where long-term holders historically have remained invested Bright green (Bull) : Multiple technical indicators align in a potentially strong bullish phase Pale green (Bull Retrace) : Bullish structure remains intact, but momentum shows temporary weakness - often a pullback within an uptrend ♦ Red zones suggest conditions where long-term holders might consider reducing exposure or waiting for better entry points Dark red (Bear) : Multiple technical indicators align in a potentially strong bearish phase Pale red (Bear Retrace) : Bearish structure remains intact but shows temporary strength - often a bounce within a downtrend ♦ Yellow zones indicate the market is in transition between bull and bear regimes - a time for increased attention as the trend direction becomes uncertain The system doesn't predict future prices. Instead, it helps you understand the current technical environment by doing the heavy lifting of analyzing multiple indicators at once and presenting them in a simple visual format. Example: During the 2022 crypto bear market, the indicator would have displayed extended red periods, signaling defensive conditions for holders. When accumulation arrows appeared in late 2022-early 2023, it highlighted potential re-entry zones as the technical regime transitioned back toward green, before the 2024 recovery. -------------------------------------------------------------- Who This Is For ♦ Long-term investors who want to hold assets through cycles but prefer a systematic approach to position sizing and timing rather than buying and never selling . ♦ Portfolio managers looking for a visual tool to help determine when to increase or decrease exposure to specific assets based on technical regime changes. ♦ Swing traders on higher timeframes who want to align their positions with the broader market structure rather than fighting the trend. This is not designed for: * Day traders or scalpers * Those seeking exact entry/exit prices * Automated trading systems (this is a visual decision-support tool) -------------------------------------------------------------- Understanding the Visuals When you apply Tactical Holding to a chart, you'll see: 1. Colored candles - Instantly see what market regime the asset is in 2. Colored EMA line (thick line) - Provides a dynamic support/resistance reference that changes color with market conditions 3. Small arrows (↑ ↓) - Mark bars where specific technical patterns complete 4. State label - Shows current market classification 5. Legend table (top right) - Quick reference guide for the color system 6. Warning banner (top center) - Reminds you to use weekly charts The visual design prioritizes clarity over complexity. You should be able to glance at a chart and immediately understand the current technical environment. -------------------------------------------------------------- Important Limitations This indicator cannot: * Predict future price movements * Guarantee profitable trades * Work equally well on all assets or timeframes * Replace your own research and risk management Technical considerations: * Divergence detection has a 3-bar confirmation lag (by design, to avoid false signals) * State transitions require multiple technical confirmations, which may cause delayed reactions to rapid market changes * The system is reactive, not predictive - it responds to price action after it occurs * Performance varies significantly between trending assets (like Solana) and stable assets (like Apple) -------------------------------------------------------------- Practical Application Consider using this indicator as one component of a broader investment framework: ♦ Understanding Position Context: The color-coded states can help frame your thinking about current holdings: Bull: Technical conditions that have historically been associated with sustained uptrends Bull Retrace: Pullbacks within an overall bullish structure- these periods may offer opportunities to evaluate entry points or reassess existing positions Reversal (Yellow): Transitional phases where the trend direction is unclear - periods that may warrant closer monitoring Bear Retrace: Temporary strength within an overall bearish structure - rallies that historically have often faded Bear: Technical conditions that have historically been associated with sustained downtrends ♦ Interpreting Signal Arrows: Arrow markers indicate when specific technical pattern conditions have been met. These are observation points, not instructions: A signal appearing doesn't mean immediate action is required Treat arrows as prompts for further analysis rather than automatic triggers Consider the broader context: fundamentals, your investment timeline, risk tolerance, and overall market conditions Signals show when historical technical patterns have formed - not whether those patterns will lead to the same outcomes as in the past The framework is designed to organize information visually, not to tell you what to do. Your investment decisions should incorporate this technical perspective alongside other factors relevant to your situation. -------------------------------------------------------------- Technical Methodology For transparency, the indicator uses: * RSI (14) with a 14-period SMA to assess momentum direction * MACD (12,26,9) to confirm trend strength and histogram momentum * Stochastic RSI with K and D line crossovers for additional confirmation * 50-period EMA as the primary trend filter * Linear regression-based slope analysis to detect flat/transitional periods * Pivot-based divergence detection following standard technical analysis principles All calculations use publicly available technical analysis formulas. Nothing is hidden or proprietary beyond the specific combination and weighting of these standard tools. -------------------------------------------------------------- Disclaimer This indicator is an educational and analytical tool only. It is not financial advice. * Trading and investing involve substantial risk of loss * Past performance of any technical system does not indicate future results * No indicator can predict market movements with certainty * Always conduct your own research and consult with qualified financial professionals * Never invest more than you can afford to lose * The creators of this indicator are not responsible for any trading losses * This tool is not affiliated with, endorsed by, or connected to TradingView, 3Commas, or any other trading platform * Use of this indicator is at your own risk Risk Management: Regardless of what any indicator shows, always use proper position sizing, stop losses, and risk management appropriate to your personal financial situation. This indicator provides a framework for analysis. Your decisions, research, and risk management determine your results.
Pine Script®指标
由SwissAlgo提供
4
Monthly, Weekly Open + Daily Pivot (Broken Lines, fixed)monthly open line weekly open and daily pivot This TradingView indicator plots three key reference levels on your chart: Monthly Open Line – shows the current month’s opening price. Weekly Open Line – shows the current week’s opening price. Daily Pivot Line – shows the pivot level based on the previous day’s high, low, and close. Each line resets at the start of its new period (month, week, or day), so the lines are broken, not continuous. You can fully customize visibility, color, and thickness for each line. It helps traders quickly see market bias and important support/resistance levels for better intraday or swing trading decisions.
Pine Script®指标
由vmdss21提供
Binary Ratio Table (30 tokens) - against 3 Benchmark TokensDescription: This indicator compares the relative strength of 30 selected cryptocurrencies against three major benchmark assets — BTC, ETH, and SOL — using a ratio-based RSI system. For each token, the script: Calculates the ratio of the token’s price to each major (BTC, ETH, SOL). Computes RSI(60) of the ratio, then compares its EMA(10) vs. Median(30). Assigns a score of 1 (green) if EMA > Median (bullish) or 0 (red) if not (bearish). Results are displayed in two color-coded tables showing all 30 tokens and their relative strength signals vs. BTC, ETH, and SOL. A full JSON payload of all scores is also generated for webhook alerts or external automation. Use Case: Quickly assess which altcoins are outperforming or underperforming major crypto benchmarks. Ideal for relative strength rotation, momentum analysis, or automated portfolio filters. Ratio Logic is adjustable in Pincescript
Pine Script®指标
由GetaDiego提供
K线语言·国师版 — Price Action TranslatorUnderstand what the market is really saying. This script automatically translates candlestick and volume behavior into clear, human-readable messages directly on your chart. Instead of guessing what each bar means, you can hear the market speak. 📈 Green bar with volume → Buyers are in control 📉 Red bar with volume → Sellers are dumping positions ⚖️ Doji → Indecision between buyers and sellers 💡 Long upper wick → Selling pressure from above / Long lower wick → Buyers absorbing below 🧠 Core Concept Most indicators tell you what happened. Price Action tells you why it happened. This script bridges that gap by letting the candles explain the psychology behind every move. It helps traders: Visualize market sentiment through candlestick language. Identify institutional accumulation or distribution. Build confidence by understanding the story behind price. ⚙️ Main Features ✅ Automatically detects strong volume bars, Doji, long wicks, and reversal patterns. ✅ Displays short contextual messages above or below each bar. ✅ Works on all time frames (Daily / 4H / 1H). ✅ Clean and non-intrusive visual design. 📈 Best For Traders learning Price Action logic. Multi-time-frame trend analysts. Active traders who want to reduce emotional decisions. 🚀 Usage Tips 1️⃣ Use it with your EMA trend system for confirmation. 2️⃣ Watch for volume surges to confirm real momentum. 3️⃣ Do not chase small Doji bars — wait for confirmation candles. 💬 Author’s Note “Price Action is the language of the market. Once you understand its voice, you don’t need to guess anymore.” — Master Edition · Price Action Translator
Pine Script®指标
由ouyangjianguo76提供
RSI with Zone Colors//@version=6 indicator(title="RSI with Zone Colors", shorttitle="RSI+", format=format.price, precision=2, timeframe="", timeframe_gaps=true) //// ==== INPUT SETTINGS ==== rsiLength = input.int(14, title="RSI Length", minval=1) source = input.source(close, title="Source") ob_level = input.int(70, title="Overbought Level") os_level = input.int(30, title="Oversold Level") //// ==== RSI CALCULATION ==== change = ta.change(source) up = ta.ma(math.max(change, 0), rsiLength) down = ta.ma(-math.min(change, 0), rsiLength) rsi = down == 0 ? 100 : 100 - (100 / (1 + up / down)) //// ==== COLOR BASED ON ZONES ==== rsiColor = rsi > ob_level ? color.red : rsi < os_level ? color.green : #2962FF //// ==== PLOT RSI ==== plot(rsi, title="RSI", color=rsiColor, linewidth=2) //// ==== ZONE LINES ==== hline(ob_level, "Overbought", color=#787B86) hline(50, "Middle", color=color.new(#787B86, 50)) hline(os_level, "Oversold", color=#787B86) //// ==== FILL ZONES ==== zoneColor = rsi > ob_level ? color.new(color.red, 85) : rsi < os_level ? color.new(color.green, 85) : na fill(plot(ob_level, display=display.none), plot(rsi > ob_level ? rsi : ob_level, display=display.none), color=zoneColor, title="OB Fill") fill(plot(os_level, display=display.none), plot(rsi < os_level ? rsi : os_level, display=display.none), color=zoneColor, title="OS Fill") //// ==== COLOR CANDLE WHEN RSI IN ZONE ==== barcolor(rsi > ob_level ? color.red : rsi < os_level ? color.green : na)
Pine Script®指标
由pkgoglobal提供
RSI with Zone ColorsRSI with zone cooler highlight for everyone 🔹 Short description (for the “Description” box) RSI with Zone Colors This indicator plots a classic RSI and highlights the overbought / oversold zones with clear colors. The RSI line changes color when it enters each zone, the zones are softly filled in the RSI pane, and the price candles on the main chart are recolored whenever RSI is overbought or oversold. It’s designed to make momentum shifts easy to see at a glance on any symbol or timeframe. ⸻ 🔹 What the script does (explanation) 1. Custom RSI calculation • Uses the price source you choose (close by default) and the RSI length you set. • Calculates average up-moves and down-moves, then builds a classic RSI value from 0–100. 2. Configurable levels • Overbought Level (default 70) • Oversold Level (default 30) • Midline at 50 is drawn automatically. 3. RSI line color by zone • Above OB level → RSI line becomes red (overbought zone). • Below OS level → RSI line becomes green (oversold zone). • Between the two levels → blue (normal zone). 4. Zone lines • Horizontal lines at Overbought, Oversold, and 50 are plotted to clearly mark each region. 5. Zone fills • The space around the overbought area is filled with a soft red background. • The space around the oversold area is filled with a soft green background. • Transparency is used so the RSI line stays visible. 6. Candle colors on the main chart • When RSI is overbought, price candles are colored red. • When RSI is oversold, price candles are colored green. • In the normal zone, candles keep their default color. → This lets you see RSI conditions directly on the price chart without looking down at the indicator pane all the time. ⸻ 🔹 How to use (for “How to use / Strategy idea” section) You can copy-paste and tweak this: How to use • Apply this indicator to any symbol and timeframe. • Adjust RSI Length, Overbought Level, and Oversold Level to match your trading style (for example 14 / 80 / 20 for stronger filters). • Use the red overbought zone to look for potential exhaustion after strong up moves. • Use the green oversold zone to look for potential exhaustion after strong down moves. • Candle colors on the main chart help you see when RSI is extended without taking your eyes off price. • This script is meant as a visual aid, not a complete trading system. Combine it with your own trend, structure, and risk-management rules. ⸻ 🔹 Optional disclaimer (short) This script is for educational and informational purposes only and is not financial advice. Always test any idea on a demo account before using it with real capital.
Pine Script®指标
由pkgoglobal提供
SMA 50 DerivativeThis approach uses calculus concepts: First Derivative (slope): Rate of change of the SMA → ta.change(sma50) Second Derivative (acceleration): Rate of change of the slope → ta.change(smaSlope) 1. First Derivative (smaSlope) Measures: The instantaneous rate of change between the current bar and previous bar Formula: sma50 - sma50 Interpretation: > 0 = SMA is rising (uptrend) < 0 = SMA is falling (downtrend) = 0 = SMA is flat 2. Second Derivative (smaAcceleration) Measures: How the slope itself is changing Formula: smaSlope - smaSlope = (sma50 - sma50 ) - (sma50 - sma50 ) Interpretation: > 0 = Slope is increasing (trend is accelerating) < 0 = Slope is decreasing (trend is decelerating) = 0 = Slope is constant **For scalping, very short-term signals**
Pine Script®指标
由najitrad提供
The Ultimate Price Action & SMC Toolkit: Delta Zones, MTF IndicaThis is an All-in-One Pine Script indicator that seamlessly combines three advanced trading concepts: Delta Zones (Wick Pressure): Uses Standard Deviation to identify extreme buying/selling pressure within the candlestick wicks, signaling potential stop hunts or liquidity absorption. These are plotted as critical Buy/Sell Boxes. Multi-Timeframe (MTF) Indicators: Confirms signals using popular indicators (RSI, CCI, Stochastic) calculated from a separate, user-selected Timeframe or the current chart timeframe. This adds a crucial layer of context and momentum confirmation. Smart Money Concepts (SMC): Automatically detects and plots Orderblocks (OBs) and Breaker Blocks based on confirmed Market Structure Breaks (MSB). This helps locate high-probability Supply and Demand zones. Key Features: Integrated plotting for combined indicator signals. Flexible MTF selection for all standard oscillators. Automatic Swing High/Low detection for SMC analysis. Comprehensive Alert system for Delta Pressure, Orderblocks, and Breaker Zones. Option 2: Focusing on SMC and Flow (Concise) Title: "SMC Delta Flow: Advanced Orderblock, Breaker, and Wick Reversal Zones with MTF Filter." Description: An essential tool for sophisticated SMC traders. This indicator provides high-precision zones: Smart Money Blocks: Plots Orderblocks and Breaker Blocks following Market Structure Shifts (MSS). Includes a "Chop Control" feature to invalidate re-used or weak Breakers. Delta Reversal Zones: Pinpoints candles showing extreme high-deviation wick pressure. Use these zones to confirm reversals and identify precise entry points where liquidity was captured. MTF Confirmation: Incorporates configurable Multi-Timeframe (MTF) RSI, CCI, and Stochastic indicators to act as a momentum filter or confirmation tool. Add this indicator to unify your analysis of Liquidity, Market Structure, and Momentum on a single chart! SMC, SmartMoneyConcepts, Orderblock, BreakerBlock, MTF, MultiTimeframe, Delta, Wick, Liquidity, PriceAction, RSI, Stochastic, CCI
Pine Script®指标
由angkoon4763提供
DCA Position vs Cash HoldingThis indicator visualizes the performance of a simulated dollar-cost averaging (DCA) strategy compared to simply holding cash. It models the cumulative position size and value of buying a fixed dollar amount of the asset per candle over a configurable lookback period. 🔍 What It Shows: Simulates buying $1 (or any amount) of the asset per candle Tracks the total units accumulated and their current market value Plots the difference between the DCA position value and total cash spent Highlights when DCA buyers are underwater — a potential contrarian buy zone 📈 How to Use: Values above zero indicate DCA outperformance vs cash Values below zero signal structural drawdown — often a high-conviction bulk-buy opportunity Use as a sentiment overlay to time discretionary adds or confirm regime shifts ⚙️ Inputs: Lookback Window: Number of candles used to simulate DCA accumulation DCA Amount: Dollar value purchased per candle This tool is ideal for traders seeking to quantify accumulation efficiency, identify cycle inflection points, and visualize sentiment-weighted cost basis dynamics.
Pine Script®指标
由slopip提供
Average True Range Stop Loss Finder [MasterYodi]This indicator utilizes the Average True Range (ATR) to help traders identify optimal stop-loss levels that reduce the risk of premature exits caused by market volatility or tight stop placements. The default multiplier is set to 1.5, providing a balanced stop-loss buffer. For more conservative setups, a multiplier of 2 is recommended; for tighter risk management, use 1. ATR values and corresponding stop-loss levels are displayed in a table at the bottom of the chart. Use the high-based (red) level for short positions Use the low-based (teal) level for long positions
Pine Script®指标
由MasterYodi提供
Session Breakout, Retest, Reversal + Large Move Alert## **Session Breakout, Retest, Reversal + Large Move Alert** ### Overview A powerful multi-functional indicator designed for day traders and futures traders to identify session-based breakout opportunities, retest confirmations, and significant price movements across all futures contracts (Gold, E-mini S&P 500, Nasdaq, Crude Oil, and more). ### Key Features **📊 Pre-Market Session Tracking** - Automatically calculates pre-market/overnight session highs and lows - Displays session ranges with customizable colors and styling - Extends lines through the entire trading session for easy reference - Supports overnight sessions (e.g., 4 PM – 7:30 AM for Gold futures) **🚀 Breakout Detection** - Identifies breakouts above/below pre-market highs and lows - Uses close-price confirmation to filter false signals from wicks - Displays "BO ↑" and "BO ↓" labels at breakout points - Generates instant alerts when breakouts occur **♻️ Retest Failed Tracking** - Monitors price retests after breakouts - Detects when retests fail to reach previous support/resistance - Labels "RF" (Retest Failed) for high-probability trade setups - Helps identify reversal opportunities **📈 First 5-Minute Analysis** - Captures first 5 minutes of market open (customizable timeframe) - Tracks first 5-minute highs and lows separately - Essential for mean-reversion and breakout confirmation strategies - Blue lines extend through the trading session for easy tracking **⚡ Large Move Alerts** - Detects significant price movements based on point thresholds - Individual thresholds for 5+ different symbols: - GC (Gold): 15 points - ES (E-mini S&P 500): 15 points - NQ (E-mini Nasdaq): 50 points - CL (Crude Oil): 1.5 points - Custom: Fully adjustable - Auto-detects symbol from chart ticker - Labels show exact point movement and candle direction ### Customization Options **Symbol Configuration** - **Auto-Mode**: Automatically detects trading symbol from chart ticker - **Manual-Mode**: Select specific symbol (GC, ES, NQ, CL, or Custom) **Session Settings** - Fully customizable pre-market session time (24-hour format) - Adjustable market open time for first 5-minute window - Market close hour and minute configuration - Support for any timezone **Point Move Thresholds by Symbol** - Set independent thresholds for each of your trading symbols - Quickly adjust settings when switching between different futures - Includes helpful tooltips for recommended values **Display & Styling** - Toggle all visual elements on/off individually - Customizable colors for all lines and labels: - Pre-market high/low colors - Breakout labels (up/down) - Retest failed labels - First 5-minute session lines - Large move indicators - Text size options: tiny, small, normal, large, huge ### How It Works 1. **Session Tracking**: The indicator identifies your pre-market session and marks the high and low with labeled lines (PH/PL) 2. **Breakout Signal**: Once the market opens, it monitors for close prices above/below the pre-market levels and alerts you with "BO ↑" or "BO ↓" 3. **Retest Confirmation**: After a breakout, it tracks retests and labels "RF" when the retest fails to reach the opposite extreme, confirming trade direction 4. **Large Move Detection**: Simultaneously monitors for significant point moves that exceed your symbol-specific thresholds 5. **Alert Triggers**: Get real-time alerts for: - Breakout Up/Down - Any Breakout - Large Move events ### Alert Conditions The indicator includes four alert conditions: - **Breakout Up Alert**: Price closes above pre-market high - **Breakout Down Alert**: Price closes below pre-market low - **Any Breakout Alert**: Either breakout condition triggers - **Large Move Alert**: Point movement exceeds threshold for current symbol ### Ideal For - ✅ Day traders (breakout/retest strategies) - ✅ Futures traders (Gold, Oil, Stock Index Contracts) - ✅ Intraday scalpers (first 5-minute analysis) - ✅ Swing traders (session-based levels) - ✅ Multi-symbol traders (independent thresholds per symbol) ### Disclaimer This indicator is designed for educational and informational purposes. Past performance does not guarantee future results. Always use proper risk management and position sizing. Test thoroughly on historical data before trading live.
Pine Script®指标
由Jay_R_Dhanki提供
1
Bull/Bear FVG Density RatioThis indicator tracks the directional frequency of Fair Value Gaps (FVGs) over a configurable lookback window, offering a clean, responsive measure of market imbalance. 🔍 What It Does: Detects bullish and bearish FVGs using a 3-bar displacement logic Calculates the ratio of FVGs to candles over the last N bars Plots separate density curves for bullish and bearish FVGs Includes a threshold line to help identify regime shifts (e.g., drought vs spate) 📈 How to Use: Use rising density to confirm trend strength or breakout momentum Watch for crossovers above the threshold to signal active imbalance regimes Combine with price action or volume overlays for high-confluence setups ⚙️ Inputs: Lookback Window: Number of candles used to calculate FVG density Threshold: Visual guide for regime classification (default: 0.2) This tool is ideal for traders who want to move beyond symptomatic signals and model structural causality. It pairs well with lifecycle scoring, retest velocity, and HTF overlays.
Pine Script®指标
由slopip提供
Market Breadth - [JTCAPITAL]Market Breadth - is a comprehensive crypto market strength and sentiment indicator designed to visualize the overall bullish or bearish alignment across 40 major cryptocurrencies. By combining multi-asset Exponential Moving Average (EMA) comparisons and smoothing techniques, it offers a clean, aggregated view of the broader market trend—helping traders quickly assess whether the market is dominated by bullish momentum or bearish pressure. The indicator works by calculating in the following steps: Symbol Selection and Data Retrieval The script monitors 40 leading cryptocurrencies based on Market Cap. Each asset’s daily close price is requested using a 1D timeframe. This ensures that every data point reflects the same temporal resolution, allowing the indicator to evaluate global crypto strength rather than individual token volatility. EMA Comparison per Asset For each asset, two Exponential Moving Averages (EMAs) are calculated: A short-term EMA with period emalength (default 10). A long-term EMA with period emalength2 (default 20). Each coin receives a score of +1 when the short-term EMA is greater than the long-term EMA (indicating bullish structure), or -1 when it is below (indicating bearish structure). This binary scoring system effectively converts individual price action into a directional sentiment measure. Market Breadth Aggregation All 40 individual scores are summed into a single composite value called scores . If many assets have bullish EMA alignment, the total score becomes strongly positive. If the majority show bearish alignment, the total score turns negative. This step transforms scattered price data into one unified market breadth metric—quantifying how many assets participate in the same directional trend. Smoothing the Breadth Line To reduce short-term noise and isolate trend direction, the aggregated score is smoothed using an EMA of length = smoothlen (default 15). The resulting smoothed line helps identify sustained shifts in collective sentiment rather than temporary fluctuations. Visualization and Color Coding When scores > 0 , the market breadth is bullish and the histogram is colored blue. When scores < 0 , the breadth turns bearish and the histogram is purple. The same logic applies to the smoothed line and background color, offering an instant visual cue of market mood transitions. Buy and Sell Conditions: The indicator itself does not trigger direct buy/sell signals but rather acts as a market regime filter . Traders can use it as follows: Buy Filter: When the smoothed value is above zero and rising, the majority of assets confirm an uptrend — this favors long setups or trend continuation entries. Sell Filter: When the smoothed value is below zero and falling, bearish alignment dominates — ideal for short setups or defensive risk management. Optional filters could include combining this with RSI or volume-weighted momentum indicators to confirm breadth-based reversals. Features and Parameters: emalength – Defines the short-term EMA length used for individual asset trend detection (default 10). emalength2 – Defines the long-term EMA length (default 20). smoothlen – Defines the smoothing EMA length for the total market breadth line (default 15). 40 asset inputs – User-editable symbols allow full customization of which cryptos are tracked. Dynamic color backgrounds – Visual distinction between bullish and bearish phases. Specifications: Exponential Moving Average (EMA) EMA is a type of moving average that places more weight on recent price data, responding faster to market changes compared to SMA. By comparing a short-term and long-term EMA, the indicator captures momentum shifts across each asset individually. The crossover logic (EMA10 > EMA20) signals bullish conditions, while the opposite indicates bearish momentum. Market Breadth Market Breadth quantifies how many assets are participating in a directional move. Instead of tracking a single coin’s trend, breadth analysis measures collective sentiment. When most coins’ short-term EMAs are above long-term EMAs, the market shows healthy bullish breadth. Conversely, when most are below, weakness dominates. Smoothing (EMA on Scores) After summing the breadth score, the result is smoothed with an additional EMA to mitigate the inherent volatility caused by individual coin reversals. This second-level smoothing transforms raw fluctuations into a readable, trend-consistent curve. Color Visualization Visual cues are integral for intuitive interpretation. Blue Shades: Indicate bullish alignment and collective upward momentum. Purple Shades: Indicate bearish conditions and potential risk-off phases. The background tint reinforces visual clarity even when the indicator is overlaid on price charts. Background Logic By applying the same color logic to the chart’s background, users can instantly recognize the prevailing market phase. Use Cases As a trend confirmation filter for other indicators (e.g., trade only in the direction of positive breadth). As a divergence tool : when price rises but breadth weakens, it may signal a topping market. As a macro sentiment monitor : perfect for assessing when the crypto market as a whole transitions from bearish to bullish structure. Summary “ Market Breadth - ” transforms the chaotic price movements of 40 cryptocurrencies into a single, powerful visual representation of overall market health. By merging EMA cross analysis with market-wide aggregation and smoothing , it provides traders with a deep understanding of when bullish or bearish forces dominate the ecosystem. It’s a clean, data-driven approach to identifying shifts in crypto market sentiment — a perfect companion for trend-following, macro analysis, and timing portfolio exposure. Enjoy!
Pine Script®指标
由JTCapitalNL提供
MA SMART Angle ### 📊 WHAT IS MA SMART ANGLE? **MA SMART Angle** is an advanced momentum and trend detection indicator that analyzes the angles (slopes) of multiple moving averages to generate clear, non-repainting BUY and SELL signals. **Original Concept Credit:** This indicator builds upon the "MA Angles" concept originally created by **JD** (also known as Duyck). The core angle calculation methodology and Jurik Moving Average (JMA) implementation by **Everget** are preserved from the original open-source work. The angle calculation formula was contributed by **KyJ**. This enhanced version is published with respect to the open-source nature of the original indicator. Original indicator reference: "ma angles - JD" by Duyck --- ## 🎯 ORIGINALITY & VALUE PROPOSITION ### **What Makes This Different from the Original:** While the original "MA Angles" by **JD** provided excellent angle visualization, it lacked actionable entry signals. **MA SMART Angle** addresses this by adding: **1. Clear Entry/Exit Signals** - Explicit BUY/SELL arrows based on angle crossovers, momentum confirmation, and MA alignment - No guessing when to enter trades - the indicator tells you exactly when conditions align **2. Non-Repainting Logic** - All signals use confirmed historical data (shifted by 2 bars minimum) - Critical for backtesting reliability and live trading confidence - Original indicator could repaint signals on current bar **3. Dual Signal System** - **Simple Mode:** More frequent signals based on angle crossovers + momentum (for active traders) - **Strict Mode:** Requires full multi-MA alignment + momentum confirmation (for conservative traders) - Adaptable to different trading styles and risk tolerances **4. Smart Signal Filtering** - **Anti-spam cooldown:** Prevents duplicate signals within configurable bar count - **No-trade zone detection:** Filters out low-conviction sideways markets automatically - **Multi-timeframe MA alignment:** Ensures all moving averages agree on direction before signaling **5. Enhanced Visualization** - Large, clear BUY/SELL arrows with descriptive labels - Color-coded backgrounds for market states (trending vs. ranging) - Momentum histogram showing acceleration/deceleration in real-time - Live status table displaying trend strength, angle value, momentum, and MA alignment **6. Professional Alert System** - Four distinct alert conditions: BUY Signal, SELL Signal, Strong BUY, Strong SELL - Enables automated trade notifications and strategy integration **7. Modified MA Periods** - Original used EMA(27), EMA(83), EMA(278) - Enhanced version uses faster EMA(3), EMA(8), EMA(13) for more responsive signals - Better suited for modern volatile markets and shorter timeframes --- ## 📐 HOW IT WORKS - TECHNICAL EXPLANATION ### **Core Methodology:** The indicator calculates angles (slopes) for five key moving averages: - **JMA (Jurik Moving Average)** - Smooth, lag-reduced trend line (original implementation by **Everget**) - **JMA Fast** - Responsive momentum indicator with higher power parameter - **MA27 (EMA 3)** - Primary fast-moving average for signal generation - **MA83 (EMA 8)** - Medium-term trend confirmation - **MA278 (EMA 13)** - Slower trend filter ### **Angle Calculation Formula (by KyJ):** ``` angle = arctan((MA - MA ) / ATR(14)) × (180 / π) ``` **Why ATR normalization?** - Makes angles comparable across different instruments (forex, stocks, crypto) - Makes angles comparable across different timeframes - Accounts for volatility - a 10-point move in different assets has different significance **Angle Interpretation:** - **> 15°** = Strong trend (momentum accelerating) - **0° to 15°** = Weak trend (momentum present but moderate) - **-2° to +2°** = No-trade zone (sideways/choppy market) - **< -15°** = Strong downtrend ### **Signal Generation Logic:** #### **BUY Signal Conditions:** 1. MA27 angle crosses above 0° (upward momentum initiates) 2. All three EMAs (3, 8, 13) pointing upward (trend alignment confirmed) 3. Momentum is positive for 2+ bars (acceleration, not deceleration) 4. Angle exceeds minimum threshold (not in no-trade zone) 5. Cooldown period passed (prevents signal spam) #### **SELL Signal Conditions:** 1. MA27 angle crosses below 0° (downward momentum initiates) 2. All three EMAs pointing downward (downtrend alignment) 3. Momentum is negative for 2+ bars 4. Angle below negative threshold (not in no-trade zone) 5. Cooldown period passed #### **Strong BUY+ / SELL+ Signals:** Additional entry opportunities when JMA Fast crosses JMA Slow while maintaining strong directional angle - indicates momentum acceleration within established trend. --- ## 🔧 HOW TO USE ### **Recommended Settings by Trading Style:** **Scalpers / Day Traders:** - Signal Type: **Simple** - Minimum Angle: **3-5°** - Cooldown Bars: **3-5 bars** - Timeframes: 1m, 5m, 15m **Swing Traders:** - Signal Type: **Strict** - Minimum Angle: **7-10°** - Cooldown Bars: **8-12 bars** - Timeframes: 1H, 4H, Daily **Position Traders:** - Signal Type: **Strict** - Minimum Angle: **10-15°** - Cooldown Bars: **15-20 bars** - Timeframes: Daily, Weekly ### **Parameter Descriptions:** **1. Source** (default: OHLC4) - Price data used for MA calculations - OHLC4 provides smoothest angles - Close is more responsive but noisier **2. Threshold for No-Trade Zones** (default: 2°) - Angles below this are considered sideways/ranging - Increase for stricter filtering of choppy markets - Decrease to allow signals in quieter trending periods **3. Signal Type** (Simple vs. Strict) - **Simple:** Angle crossover OR (trend + momentum) - **Strict:** Angle crossover AND all MAs aligned AND momentum confirmed - Start with Simple, switch to Strict if too many false signals **4. Minimum Angle for Signal** (default: 5°) - Only generate signals when angle exceeds this threshold - Higher values = stronger trends required - Lower values = more sensitive to momentum changes **5. Cooldown Bars** (default: 5) - Minimum bars between consecutive signals - Prevents spam during volatile chop - Scale with your timeframe (higher TF = more bars) **6. Color Bars** (default: true) - Colors chart bars based on signal state - Green = bullish conditions, Red = bearish conditions - Can disable if you prefer clean price bars **7. Background Colors** - **Yellow background** = No-trade zone (low angle, ranging market) - **Green flash** = BUY signal generated - **Red flash** = SELL signal generated - All customizable or can be disabled --- ## 📊 INTERPRETING THE INDICATOR ### **Visual Elements:** **Main Chart Window:** - **Thick Lime/Fuchsia Line** = MA27 angle (primary signal line) - **Medium Green/Red Line** = MA83 angle (trend confirmation) - **Thin Green/Red Line** = MA278 angle (slow trend filter) - **Aqua/Orange Line** = JMA Fast (momentum detector) - **Green/Red Area** = JMA slope (overall trend context) - **Blue/Purple Histogram** = Momentum (angle acceleration/deceleration) **Signal Arrows:** - **Large Green ▲ "BUY"** = Primary buy signal (all conditions met) - **Small Green ▲ "BUY+"** = Strong momentum buy (JMA fast cross) - **Large Red ▼ "SELL"** = Primary sell signal (all conditions met) - **Small Red ▼ "SELL+"** = Strong momentum sell (JMA fast cross) **Status Table (Top Right):** - **Angle:** Current MA27 angle in degrees - **Trend:** Classification (STRONG UP/DOWN, UP/DOWN, FLAT) - **Momentum:** Acceleration state (ACCEL UP/DN, Up/Down) - **MAs:** Alignment status (ALL UP/DOWN, Mixed) - **Zone:** Trading zone status (ACTIVE vs. NO TRADE) - **Last:** Bars since last signal ### **Trading Strategies:** **Strategy 1: Pure Signal Following** - Enter LONG on BUY signal - Exit on SELL signal - Use stop-loss at recent swing low/high - Works best on trending instruments **Strategy 2: Confirmation with Price Action** - Wait for BUY signal + bullish candlestick pattern - Wait for SELL signal + bearish candlestick pattern - Increases win rate by filtering premature signals - Recommended for beginners **Strategy 3: Momentum Acceleration** - Use BUY+/SELL+ signals for adding to positions - Only take these in direction of primary signal - Scalp quick moves during momentum spikes - For experienced traders **Strategy 4: Mean Reversion in No-Trade Zones** - When status shows "NO TRADE", fade extremes - Wait for angle to exit no-trade zone for reversal - Contrarian approach for range-bound markets - Requires tight stops --- ## ⚠️ LIMITATIONS & DISCLAIMERS **What This Indicator DOES:** ✅ Measures momentum direction and strength via angle analysis ✅ Generates signals when multiple conditions align ✅ Filters out low-conviction sideways markets ✅ Provides visual clarity on trend state **What This Indicator DOES NOT:** ❌ Predict future price movements with certainty ❌ Guarantee profitable trades (no indicator can) ❌ Work equally well on all instruments/timeframes ❌ Replace proper risk management and position sizing **Known Limitations:** - **Lagging Nature:** Like all moving averages, signals occur after momentum begins - **Whipsaw Risk:** Can generate false signals in volatile, directionless markets - **Optimization Required:** Parameters need adjustment for different assets - **Not a Complete System:** Should be combined with risk management, position sizing, and other analysis **Best Performance Conditions:** - Strong trending markets (crypto bull runs, stock breakouts) - Liquid instruments (major forex pairs, large-cap stocks) - Appropriate timeframe selection (match to trading style) - Used alongside support/resistance and volume analysis --- ## 🔔 ALERT SETUP The indicator includes four alert conditions: **1. BUY SIGNAL** - Message: "MA SMART Angle: BUY SIGNAL! Angle crossed up with momentum" - Use for: Primary long entries **2. SELL SIGNAL** - Message: "MA SMART Angle: SELL SIGNAL! Angle crossed down with momentum" - Use for: Primary short entries or long exits **3. Strong BUY** - Message: "MA SMART Angle: Strong BUY momentum - JMA fast crossed up" - Use for: Adding to longs or aggressive entries **4. Strong SELL** - Message: "MA SMART Angle: Strong SELL momentum - JMA fast crossed down" - Use for: Adding to shorts or aggressive exits **Setting Up Alerts:** 1. Right-click indicator → "Add Alert on MA SMART Angle" 2. Select desired condition from dropdown 3. Choose notification method (popup, email, webhook) 4. Set alert expiration (typically "Once Per Bar Close") --- ## 📚 EDUCATIONAL VALUE This indicator serves as an excellent learning tool for understanding: **1. Angle-Based Momentum Analysis** - Traditional indicators show MA crossovers - This shows the *rate of change* (velocity) of MAs - Teaches traders to think in terms of momentum acceleration **2. Multi-Timeframe Confirmation** - Shows how fast, medium, and slow MAs interact - Demonstrates importance of trend alignment - Helps develop patience for high-probability setups **3. Signal Quality vs. Quantity Tradeoff** - Simple mode = more signals, more noise - Strict mode = fewer signals, higher quality - Teaches discretionary filtering skills **4. Market State Recognition** - Visual distinction between trending and ranging markets - Helps traders avoid trading choppy conditions - Develops "market context" awareness --- ## 🔄 DIFFERENCES FROM OTHER MA INDICATORS **vs. Traditional MA Crossovers:** - Measures momentum (angle) rather than just price crossing MA - Provides earlier signals as angles change before price crosses - Filters better for sideways markets using no-trade zones **vs. MACD:** - Uses multiple MAs instead of just two - ATR normalization makes it universal across instruments - Visual angle representation more intuitive than histogram **vs. Supertrend:** - Not based on ATR bands but on MA slope analysis - Provides graduated strength indication (not just binary trend) - Less prone to whipsaw in low volatility **vs. Original "MA Angles" by JD:** - Adds explicit entry/exit signals (original had none) - Implements no-repaint logic for reliability - Includes signal filtering and quality controls - Provides dual signal systems (Simple/Strict) - Enhanced visualization and status monitoring - Uses faster MA periods (3/8/13 vs 27/83/278) for modern markets --- ## 📖 CODE STRUCTURE (for Pine Script learners) This indicator demonstrates: **Advanced Pine Script Techniques:** - Custom function implementation (JMA, angle calculation) - Var declarations for stateful tracking - Table creation for HUD display - Multi-condition signal logic - Alert system integration - Proper use of historical references for no-repaint **Code Organization:** - Modular function definitions (JMA, angle) - Clear separation of concerns (inputs, calculations, plotting, alerts) - Extensive commenting for maintainability - Best practices for Pine Script v5 **Learning Resources:** - Study the JMA function to understand adaptive smoothing - Examine angle calculation for ATR normalization technique - Review signal logic for multi-condition confirmation patterns - Analyze anti-spam filtering for state management The code is open-source - feel free to study, modify, and improve upon it! --- ## 🙏 CREDITS & ATTRIBUTION **Original Concepts:** - **"ma angles - JD" by JD (Duyck)** - Core angle calculation methodology and indicator concept Original open-source indicator on TradingView Community Scripts - **JMA (Jurik Moving Average) implementation by Everget** - Smooth, low-lag moving average function Acknowledged in original JD indicator code - **Angle Calculation formula by KyJ** - Mathematical formula for converting MA slope to degrees using ATR normalization Acknowledged in original JD indicator code comments **Enhancements in This Version:** - Signal generation logic - Original implementation for this indicator - No-repaint confirmation system - Original implementation - Dual signal modes (Simple/Strict) - Original implementation - Visual enhancements and status table - Original implementation - Alert system and signal filtering - Original implementation - Modified MA periods (3/8/13 instead of 27/83/278) - Optimization for modern markets **Open Source Philosophy:** This indicator follows the open-source spirit of TradingView and the Pine Script community. The original "ma angles - JD" by JD (Duyck) was published as open-source, enabling this enhanced version. Similarly, this code is published as open-source to allow further community improvements. --- ## ⚡ QUICK START GUIDE **For New Users:** 1. Add indicator to chart 2. Start with default settings (Simple mode) 3. Wait for BUY signal (green arrow) 4. Observe how price behaves after signal 5. Check status table to understand market state 6. Adjust parameters based on your instrument/timeframe **For Experienced Traders:** 1. Switch to Strict mode for higher quality signals 2. Increase cooldown bars to reduce frequency 3. Raise minimum angle threshold for stronger trends 4. Combine with your existing strategy for confirmation 5. Set up alerts for desired signal types 6. Backtest on your preferred instruments --- ## 🎓 RECOMMENDED COMBINATIONS **Works Well With:** - **Volume Analysis:** Confirm signals with volume spikes - **Support/Resistance:** Take signals near key levels - **RSI/Stochastic:** Avoid overbought/oversold extremes - **ATR:** Size positions based on volatility - **Price Action:** Wait for candlestick confirmation **Complementary Indicators:** - Order Flow / Footprint (for institutional confirmation) - Volume Profile (for identifying value areas) - VWAP (for intraday mean reversion reference) - Fibonacci Retracements (for target setting) --- ## 📈 PERFORMANCE EXPECTATIONS **Realistic Win Rates:** - Simple Mode: 45-55% (higher frequency, moderate accuracy) - Strict Mode: 55-65% (lower frequency, higher accuracy) - Combined with price action: 60-70% **Best Asset Classes:** 1. **Cryptocurrencies** (strong trends, clear signals) 2. **Forex Major Pairs** (smooth price action, good angles) 3. **Large-Cap Stocks** (trending behavior, liquid) 4. **Index Futures** (trending instruments) **Challenging Conditions:** - Low volatility consolidation periods - News-driven erratic movements - Thin/illiquid instruments - Counter-trending markets --- ## 🛡️ RISK DISCLAIMER **IMPORTANT LEGAL NOTICE:** This indicator is for **educational and informational purposes only**. It is **NOT financial advice** and does not constitute a recommendation to buy or sell any financial instrument. **Trading Risks:** - Trading carries substantial risk of loss - Past performance does not guarantee future results - No indicator can predict market movements with certainty - You can lose more than your initial investment (especially with leverage) **User Responsibilities:** - Conduct your own research and due diligence - Understand the instruments you trade - Never risk more than you can afford to lose - Use proper position sizing and risk management - Consider consulting a licensed financial advisor **Indicator Limitations:** - Signals are based on historical data only - No guarantee of accuracy or profitability - Parameters must be optimized for your specific use case - Results vary significantly by market conditions By using this indicator, you acknowledge and accept all trading risks. The author is not responsible for any financial losses incurred through use of this indicator. --- ## 📧 SUPPORT & FEEDBACK **Found a bug?** Please report it in the comments with: - Chart symbol and timeframe - Parameter settings used - Description of unexpected behavior - Screenshot if possible **Have suggestions?** Share your ideas for improvements! **Enjoying the indicator?** Leave a like and follow for updates!
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