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Mashrab | Momentum X-RayStop guessing if a stock is strong or weak. The Momentum X-Ray is a professional Heads-Up Display (HUD) that tells you the truth about a stock in seconds. Most indicators just look at price. This dashboard looks at the Context: Relative Strength (The "King of the Hill" Check): It doesn't just compare stocks to the S&P 500. It automatically detects the stock's specific industry (e.g., Semiconductors, Regional Banks, Gold Miners) and compares it against its actual peers. Green = The stock is a Leader (Beating its sector). Red = The stock is a Laggard (Losing to its sector). Fundamental Health (The "Engine" Check): Instantly see Revenue Growth (QoQ and YoY) and Net Profit Margins. Filters out "junk" stocks that are moving up on hype but have no real business growth. Volatility Scanner: Calculates the ADR (Average Daily Range) to help you size your positions correctly. How to Read the Signals: Top Table (Momentum): Look for Double Green. If a stock is beating the SPY and its Sector, it is an "Alpha Leader." Bottom Table (Context): Check the "Industry" row to see exactly which ETF the script is using for comparison (e.g., SMH for Chips, KRE for Banks).
Pine Script® インジケーター
highstandart9の投稿
Trade with TreandThink of this script as a filter and a signal light for trading Gold. It helps you avoid trading in the wrong direction and tells you exactly when the price momentum is shifting. The Three Main Parts The Ultimate Trend (The Filter): This is the big table in the top-right corner. Bullish (Green): Only look for BUY signals. Bearish (Red): Only look for SELL signals. It uses a "300 SMA" (a long-term average) to make sure you aren't "swimming against the tide." The Entry Signals (The Crossover): The script watches two lines on your chart (a 20-period and a 10-period). When they cross, it places a BUY or SELL label on your screen. The 4 Alerts (The Notifications): You don't have to stare at the screen all day. You get a notification for Buy entries, Sell entries, or when the Main Trend flips from Bullish to Bearish (or vice versa). Simple Rules for Trading To be successful with this script, follow these four rules: Rule 1: Check the Table. If it says "Bearish," ignore all "BUY" labels. Rule 2: Wait for the Label. Only enter a trade when a "BUY" or "SELL" label appears and it matches the trend table. Rule 3: Protect Your Money. Look at the last 5 candles. Put your Stop Loss just past the highest or lowest point of those candles. Rule 4: Aim for the Target. Your profit target should be at least double the amount of money you are risking (Risk:Reward 1:2). How to use the Settings When you click the Settings icon on the script, you can change: SMA Filter: Change the "300" if you want the trend to be faster or slower. Trend Gap: Adjust how far the trailing line stays away from the price.
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rishabh22rathiの投稿
10
FX Master Confluence v41 (Smart TDI Filter)How to read your new Dashboard: Top Row (The Boss): This is your 8-Hour WaveTrend status. DARK GREEN: Strong Bull (Bias is Up & Above Zero). Aggressively look for buys. LIGHT GREEN: Weak Bull (Bias is Up but Below Zero). Be cautious, could be a deep pullback. DARK RED: Strong Bear (Bias is Down & Below Zero). Aggressively look for sells. LTF Rows (15m - 6h): "GOLDEN ZERO": This is the Holy Grail signal you asked for. The LTF WaveTrend just crossed the Zero line in agreement with the 8H Boss. "REV SETUP": Standard reversal signal (useful, but lower confidence than Golden). "TREND UP/DOWN": No signal right now, but tells you the flow of that specific timeframe.
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xcelteddyの投稿
THE ELVINATORTHE ELVINATOR is my trend-following momentum indicator built on the 20 EMA, 50 EMA, and 200 EMA, designed for trading **XAUUSD during the New York session (9:30–17:00 NY time), Monday through Friday**. **How to trade it:** * **Trend filter:** Only take **longs above the 200 EMA** and **shorts below the 200 EMA**. This keeps trades aligned with Gold’s dominant direction. * **Long setups:** A **20 EMA cross above the 50 EMA** signals bullish momentum. Best entries come after a pullback into the 20–50 EMA zone followed by strong continuation candles. * **Short setups:** A **20 EMA cross below the 50 EMA** signals bearish momentum. Look for pullbacks into the EMA zone and rejection before continuation lower. * **Timing:** Focus on NY open and high-volume moves. Avoid choppy conditions and late-session exhaustion. * **Risk & exits:** Place stops beyond recent swings or EMA structure. Targets can be prior highs/lows or scaled with trend continuation. THE ELVINATOR is built for **structure, patience, and disciplined execution**, allowing traders to capitalize on Gold’s volatility without chasing noise.
Pine Script® インジケーター
ElvinLingの投稿
Bar Countdown ClockBar Countdown Clock Description: Displays the remaining time for the current bar on the chart. The countdown label follows the previous EMA5 price to stay stable during high-volatility markets. Font size and label position are fully customizable. Works well on BTC, Gold, Forex, and other trading instruments. How to Use: Add the indicator to your chart. Adjust Clock Color, Font Size, and X Offset to suit your preference. The label will automatically track the previous EMA5 price. The countdown updates in real-time until the current bar closes. Tips: Increase X Offset if the label overlaps the current bar. For high-volatility instruments, the label remains stable by following EMA5. EMA Length can be adjusted to change the anchor point for the label.
Pine Script® インジケーター
beidou_123の投稿
Ultimate Lines Statistical Backtest @MaxMaseratiUltimate lines (MAs/MACD/VWAP,DWA etc..) Statistical Backtest This is a comprehensive statistical backtesting tool that allows traders to objectively measure the performance of 27+ different trading lines across multiple timeframes and sessions. Instead of guessing which moving averages, VWAPs, or volume levels actually work for your trading style, this indicator provides hard data showing exactly how price behaves around each line at specific times of day. The indicator solves a critical problem: most lines create whipsaws in choppy markets, but knowing which lines have the highest continuation rates vs reversal rates at specific session times helps you avoid false signals and focus on setups with proven statistical edges. 🎯 LINES YOU CAN TEST MMM Core Lines: Mid MA: Trend velocity tracker using simple moving average MMPD Line: Premium/Discount change-of-direction indicator Fair Value Golden Ratio: 0.618 equilibrium level between premium and discount zones Volume-Based Lines: VWAP Daily/Weekly: Volume-weighted average price (daily and weekly sessions) Volume POC Multi-TF: Multi-timeframe Point of Control (highest volume price level) Volume POC Weekly: Weekly momentum pivot based on volume distribution Range Midpoints: Range Midpoint 50: 50-period high/low midpoint Range Midpoint 14 TF1/TF2: Configurable timeframe range midpoints with smoothing options Moving Averages (10 MA Types): MACD Fast (12) / Signal (26): Standard MACD moving averages Fast MA 20 / Mid MA 50 / Slow MA 200: Classic trend-following averages Available MA Types: SMA, EMA, WMA, HMA, DEMA, TEMA, LSMA, KAMA, ALMA, VWMA Volatility Indicators: MVM Upper/Lower Bands: Momentum-based volatility bands with adaptive option HVC Bullish/Bearish: High Volume Candle support/resistance levels Ultimate Suite Advanced Lines: DWAP (Delta Weighted Average Price): Directional volume-weighted price with upper/lower bands HVN (High Volume Node): High-frequency trading node detection Hybrid Line: Volume-weighted momentum composite Trend Filter: Two-pole smoothing filter for trend clarity STL Lines: iBuSTL / iBeSTL: Internal Bullish/Bearish Structural Trend Liquidity levels ⚙️ HOW TO TEST Select Lines: Check the boxes for lines you want to analyze (Mid MA, VWAP Daily, Volume POC, etc.) Choose Times: Enable tracking for specific session times (default: 8:30 AM, 9:30 AM, 10:00 AM, Daily Close - EST) Set Lookback: Choose how many days of historical data to analyze (default: 60 days) Enable Pattern Analysis: Turn on "Enable Pattern Analysis" in settings Wait for Data: The indicator needs 20 bars after each signal time to complete analysis Review Statistics: Check the statistics table for detailed breakdowns 📈 STATISTICS EXPLAINED For Each Tracked Time, You'll See: 🟢 Above Selected Lines (X samples): Continued↑: Price stayed above the lines = bullish continuation Reversed↓: Price broke below the lines = reversal/rejection →Kept Going↓: After reversing down, price continued lower (bars 11-20) →Stalled: After reversing down, price came back up (consolidation) Neutral: Price didn't make a clear move either way 🔴 Below Selected Lines (X samples): Continued↓: Price stayed below the lines = bearish continuation Reversed↑: Price broke above the lines = reversal/support bounce →Kept Going↑: After reversing up, price continued higher (bars 11-20) →Stalled: After reversing up, price came back down (consolidation) Neutral: No clear directional move ⭐ Star Ratings: Show which outcome happens most frequently (best probability) 🔬 HYBRID DETECTION SYSTEM (ADVANCED) When enabled, the indicator uses a multi-signal composite scoring system that goes beyond simple percentage movements: Signal A - % Movement Direction (40% weight): Measures the strength and direction of price movement. Strong directional moves (>0.8%) score higher, while opposite-direction moves score negatively. Signal B - Inside Candles (30% weight): Detects true consolidation by counting how many candles close within a defined range. High inside-candle counts indicate choppy, stalled price action rather than clean continuation. Signal C - Successive Closes (30% weight): Tracks momentum persistence by counting consecutive closes in the expected direction. Long streaks (6+ bars) indicate strong follow-through, while breaks in the sequence suggest weakness. Composite Score Classification: ⭐⭐⭐ Strong (75-100 points): All three signals align - high-confidence pattern ⭐⭐ Moderate (50-75 points): Two signals agree - reliable pattern ⭐ Weak (25-50 points): Mixed signals - lower confidence ⚠️ Strong Stalled (0-25 points): Signals show consolidation/reversal This provides nuanced pattern detection that identifies not just IF a pattern succeeded, but HOW STRONGLY it performed. 💡 INTERPRETING RESULTS Good Lines Show: High continuation % when price is above/below (>60% is strong) Clean "Kept Going" patterns after reversals (>50% indicates reliable rejection) Low stalled % (less whipsaw/consolidation) Consistent patterns across multiple times (validates the line's reliability) Poor Lines Show: 50/50 continuation vs reversal (coin flip = no edge) High stalled % (lots of whipsaw/false signals) Inconsistent patterns across different times (unreliable) Example Interpretation: 9:30 AM - VWAP Daily (120 samples) 🟢 Above: Continued↑ 75 (62.5%) ⭐ BEST Reversed↓ 30 (25.0%) Meaning: When price is above VWAP Daily at 9:30 AM, it continues higher 62.5% of the time - this is a statistically strong bullish signal for that session time. 🎯 PRACTICAL VALUE Solves the Whipsaw Problem: Most moving averages and lines work beautifully in trending markets but create endless false signals in choppy, range-bound conditions. By analyzing specific session times and continuation vs reversal patterns, you can: Identify high-probability setups: Focus on lines that show >60% continuation at your preferred trading times Avoid weak signals: Skip lines with high stall rates or 50/50 outcomes Time your entries better: Know which session times produce the cleanest patterns Combine complementary lines: Stack multiple high-scoring lines for confluence Adapt to market conditions: Switch to different lines when market structure changes Real-World Application: Instead of blindly trading VWAP crosses or MA bounces, you'll have objective data showing: "At 9:30 AM on ES, when price is above Mid MA + VWAP Daily + Volume POC, it continues higher 68% of the time with strong momentum (⭐⭐⭐)." This transforms discretionary guesswork into data-driven decision making. ⚙️ LINE DEFINITIONS Moving Averages: Smooth price data over X periods to identify trend direction and dynamic support/resistance. VWAP: Anchored average price weighted by volume - institutional traders' benchmark for "fair value." Volume POC (Point of Control): Price level with the most traded volume - represents maximum market acceptance. Fair Value Golden Ratio: Fibonacci 0.618 level between recent premium (high) and discount (low) - equilibrium zone. DWAP (Delta Weighted): Price average weighted by buying vs selling volume delta - shows directional money flow. Range Midpoints: Geometric center of recent high/low range - mean reversion pivot. Volatility Bands: Envelope around momentum lines showing normal price deviation ranges. HVN (High Volume Node): Automated detection of high-volume price clusters - institutional accumulation/distribution zones. Note: This indicator is purely for statistical analysis and backtesting. It does not generate trade signals or provide entry/exit recommendations. Use the statistics to inform your own trading decisions and strategy development.
Pine Script® インジケーター
MaxMaseratiの投稿
BTC - DCA vs HODL Calculator MatrixBTC - DCA vs. HODL Calculator Matrix | RM Overview The BTC - DCA vs. HODL Calculator Matrix is a high-performance telemetry laboratory designed to settle the ultimate debate in Bitcoin accumulation: Is it more efficient to deploy all capital at once ( Lump Sum & HODL ) or utilize a recurring purchase strategy ( DCA )? More importantly, if DCA is the choice, which exact frequency and weekday provides the mathematical edge? The Calculator Matrix was engineered to solve a critical limitation in the current script ecosystem (at least I couldnt find such an indicator): the inability to compare multiple DCA frequencies and specific calendar days simultaneously within a single dashboard. While developing this tool, I found that existing calculators typically only permit testing one strategy at a time (e.g., a generic "Weekly" buy). This script fills that gap by utilizing a high-performance array-based "Telemetry Engine" to rank dozens of variables—including every individual weekday and specific monthly dates—against a HODL benchmark in real-time. This unique simultaneous comparison allows investors to mathematically identify "Weekday Alpha" across any user-defined timeframe. Core Philosophy The script utilizes a Normalized Capital Model . To ensure a true "apples-to-apples" comparison, your total capital (e.g., $10,000) is distributed with mathematical precision across the exact number of entries for each specific strategy. This eliminates the ROI skewing commonly found in basic scripts, ensuring that every strategy is judged on the same total dollar expenditure over the same "Race Track." Key Features & Analytics • The Podium System: An automated ranking algorithm that awards 🥇 Gold, 🥈 Silver, and 🥉 Bronze medals to the top three performing strategies. Spoiler: Regular Winner: 1-time HODL (Lump Sum) • Simultaneous Strategy Testing: Compare Daily, 7 different Weekly days (Mon-Sun), and Monthly dates (1st–28th) all at once. • Risk Telemetry: Integrated Max Drawdown (MDD) sensors for every strategy, revealing the "Emotional Cost" of your accumulation path. • Race Track Visuals: Blue dashed "Green Flag" and "Checkered Flag" lines visually define the boundaries of your backtest. • Dashboard Customization: Use the "Odd/Even" filter to keep the matrix sleek and readable on (nearly) any screen resolution. The Strategies Tested • 1-TIME HODL: The benchmark (Lump sum entry on Day 1 - meaning all the capital is deployed at the start date). • DAILY DCA: High-frequency, day-by-day accumulation (the capital is split amongst the different entries). • WEEKLY (SUN-SAT): Evaluates which specific day of the week historically captures the best entries (e.g., "Weekend Dips").(The capital is split amongst the different entries). • MONTHLY (1-28 + END): Tests monthly date performance to optimize for beginning-of-month or end-of-month cycles. (The capital is split amongst the different entries). Monte Carlo Simulation & Python Research While this tool allows you to manually check any specific timeframe, manual testing is limited by "Start Date Bias." To find the Universal Winner , I have conducted a Monte Carlo Simulation using 100 random entry dates over the last 5 years via Python/Colab. This research reveals the statistical probability of a day (like Saturday) winning the Gold medal across all market conditions. Access the Python Heatmap Research in my substack article (link for substack in Bio). How to Use 1. Set the Race Track: Input Start and End dates in the settings. 2. Fuel the Engine: Set your Total Capital ($). 3. Analyze the Matrix: Compare ROI vs. MAX DD. The goal is not just the highest return, but the best Risk-Adjusted return. Technical Implementation This script utilizes an array-based telemetry engine to handle the simultaneous calculation of 30+ independent investment strategies. To ensure computational efficiency and bypass the limitations of standard security-based backtesting, I implemented a custom-built accumulator logic using array.new_float() and array.set() . The core calculation loop ( if in_race and is_new_day ) processes capital deployment on a per-bar basis, utilizing ta.change(time("D")) to ensure entry synchronization with the Daily UTC close. By decoupling the unit accumulation ( u_weekly , u_monthly ) from the final valuation logic ( f_get_stats ), the script maintains a Normalized Capital Model. This ensures that even with complex comparative logic across varying frequencies, the script provides a mathematically rigorous, reproducible result that matches real-world execution at the Daily UTC Midnight close. Note: All calculations are made on the "close" bar, which means UTC 00:00. By creating a strategy or using the research, make sure to be aware of your time zone Disclaimer: Past performance is not indicative of future results. This tool is for educational and research purposes only. Rob Maths is not liable for any financial losses. Tags: robmaths, Rob Maths, DCA, HODL, Bitcoin, BTC, Backtest, RiskManagement, Investment, Strategy, Statistics
Pine Script® インジケーター
Rob_Mathsの投稿
Time-Based Level & Watermark [PTN.Trades]Hello NTA Bros. Let's test my script! Hello Hello TDV said my description is too brief. I have to write something more! ## 3 Ways to Cook Crispy, Fluffy, and Delicious Omelettes Without the Grease Calling all **Egg Lovers**! Today, we’re diving into the "Omelette"—a dish that seems simple but is packed with secret techniques. Everyone has their own signature style, and today, Maggi is sharing 3 different ways to fry an omelette. Whether you’re craving that **extra crispy and fluffy** version you find at restaurants, a **healthy, low-oil** version that isn't greasy, or a **thick and soft** omelette for a full, satisfying bite—we’ve got you covered! --- ### 1. How to Fry a Crispy Omelette **Ingredients:** 1. 1 tsp Maggi Cooking Sauce 2. Cooking oil (about half a pan deep) **Instructions:** 1. Pour oil into the pan and heat until hot. Crack the eggs, season, and beat well. 2. Once the oil is boiling, pour the egg mixture through a **strainer** into the pan to create a fluffy texture. When the egg turns golden brown, flip it over. Fry until cooked through and serve. **Pro-Tips for Crispiness:** * Don't over-beat the eggs until they are too bubbly, or they will flow through the strainer too slowly. * Wait for the oil to get hot, then reduce to medium heat for about 10 seconds before testing a small amount of egg through the strainer. If it fluffs up beautifully, pour the rest through the strainer across the pan. * If using an **electric stove**, use the highest heat. Once the oil is hot, test with a little egg. If it fluffs up, pour the rest in without reducing the heat. * Pouring through a strainer creates small "strands" of egg that fluff up instantly when hitting the hot oil. --- ### 2. The Healthy Version: Low-Oil Omelette **Ingredients:** 1. 2 Eggs 2. 1 tsp Maggi Cooking Sauce 3. A small amount of oil **Instructions:** 1. Crack the eggs, season, and beat well. Heat the pan first, then add a little vegetable oil. 2. Pour the egg into the pan. Once golden brown, flip to the other side and serve. **Pro-Tips for Low-Oil:** * **Heating the pan before adding oil** prevents the egg from sticking, which is crucial since we are using very little oil. * When you pour the egg in, use the edge of your spatula to stir the center quickly. This helps the egg cook faster, makes it easier to flip, and results in a thicker, softer texture. --- ### 3. How to Make a Thick and Soft Omelette **Ingredients:** 1. 4 Eggs 2. 2 tsp Maggi Cooking Sauce 3. Cooking oil **Instructions:** 1. Crack the eggs, season, and beat well. Pour about 3 tbsp of oil into a **pot**. You don't need to wait for the oil to be extremely hot. 2. Pour the egg in and use a fork to stir the center quickly (similar to making scrambled eggs). This helps the egg set fast without spreading too much. Use medium-low heat (or medium heat for electric stoves). 3. Once the egg starts to set, tilt the pot slightly and use a spatula to flip the egg. Add a tiny bit more oil, increase the heat, and wait for a beautiful color. Flip again and use high heat briefly to "push out" any excess oil. Remove, drain the oil, and serve. **Pro-Tips for a Thick & Soft Texture:** * **Frying in a pot** forces the egg to stay thick and shapely. Choose a small pot to make the omelette look taller and fluffier. * Stirring quickly with a fork helps the egg cook and bind together faster, making it much easier to flip. * Using medium-low heat ensures the egg doesn't burn before the thick center is fully cooked. --- So, what do you think? With these 3 different methods, you can choose the style that fits your mood—whether it’s crispy, thick, or healthy. You can easily make these at home and ensure every bite is perfectly seasoned and delicious with **Maggi Cooking Sauce**. --- **Would you like me to adjust the tone to be more formal, or perhaps help you write a catchy title for social media?**
Pine Script® インジケーター
PatPTNの投稿
TGS By ShadTGS Levels — Tesla–W.D. Gann Strategy TGS Levels is a price-geometry indicator designed to map algorithmic decision zones on the chart using principles inspired by W.D. Gann price geometry and Tesla 3-6-9 harmonic structure. This indicator is not a signal generator. It provides a structured price map to help traders understand where reactions or breakouts are statistically more likely to occur. 🔹 Core Concept Markets do not move randomly. They rotate and expand around harmonic price cycles. TGS Levels automatically plots a 100-unit price cycle framework (ideal for XAUUSD / Gold) and divides each cycle into hierarchical angles used by institutional and algorithmic trading models. 🔹 Level Hierarchy (Very Important) TGS uses four types of levels, each with a different purpose: 🔴 SUPER ANGLE (+45) Primary decision level Price often shows strong rejection or explosive breakout Highest importance level 🟥 MAIN ANGLES (+27, +63, +81) High-probability reaction zones Used for structured pullbacks, rejections, or continuation confirmation 🟠 SECONDARY ANGLES (+18, +36, +54, +72, +90) Context & management levels Expect hesitation, partial profit zones, or stop-tightening areas Not recommended for direct entries 🟡 MICRO LEVELS (+3, +6, +9) Liquidity & compression map Help visualize absorption, stop hunts, and consolidation For structure awareness only 🔹 What This Indicator Is Used For ✔ Identifying where price is likely to react ✔ Understanding market structure and rotation ✔ Distinguishing rejection vs breakout zones ✔ Improving trade timing when combined with: Volatility (ATR) Market structure (HL / LH / BOS) Session timing (London / New York) 🔹 What This Indicator Is NOT ❌ Not a buy/sell signal ❌ Not a prediction tool ❌ Not based on indicators like RSI or MACD TGS Levels is a price-first framework, designed to be used with price action, volatility, and structure. 🔹 Best Use Case Asset: XAUUSD (Gold) Execution Timeframe: M5 Sessions: London & New York Style: Scalping / Intraday structure trading The same logic can be adapted to other instruments by adjusting the cycle size. 🔹 How to Trade With TGS (High-Level) When volatility is low or falling → expect rejections at main/super angles When volatility is expanding → expect breakouts through angles Use oscillators (like Stochastic) only for timing, not direction Always confirm with price behavior at the level 🔹 Final Note TGS Levels provides a clean, non-repainting price map that stays aligned when zooming or scrolling the chart. All levels are calculated automatically and update dynamically with price. Levels explain behavior — reactions create opportunity.
Pine Script® インジケーター
ARAS_KURDYの投稿
2
TGS By ShadTGS Levels — Tesla–W.D. Gann Strategy TGS Levels is a price-geometry indicator designed to map algorithmic decision zones on the chart using principles inspired by W.D. Gann price geometry and Tesla 3-6-9 harmonic structure. This indicator is not a signal generator. It provides a structured price map to help traders understand where reactions or breakouts are statistically more likely to occur. 🔹 Core Concept Markets do not move randomly. They rotate and expand around harmonic price cycles. TGS Levels automatically plots a 100-unit price cycle framework (ideal for XAUUSD / Gold) and divides each cycle into hierarchical angles used by institutional and algorithmic trading models. 🔹 Level Hierarchy (Very Important) TGS uses four types of levels, each with a different purpose: 🔴 SUPER ANGLE (+45) Primary decision level Price often shows strong rejection or explosive breakout Highest importance level 🟥 MAIN ANGLES (+27, +63, +81) High-probability reaction zones Used for structured pullbacks, rejections, or continuation confirmation 🟠 SECONDARY ANGLES (+18, +36, +54, +72, +90) Context & management levels Expect hesitation, partial profit zones, or stop-tightening areas Not recommended for direct entries 🟡 MICRO LEVELS (+3, +6, +9) Liquidity & compression map Help visualize absorption, stop hunts, and consolidation For structure awareness only 🔹 What This Indicator Is Used For ✔ Identifying where price is likely to react ✔ Understanding market structure and rotation ✔ Distinguishing rejection vs breakout zones ✔ Improving trade timing when combined with: Volatility (ATR) Market structure (HL / LH / BOS) Session timing (London / New York) 🔹 What This Indicator Is NOT ❌ Not a buy/sell signal ❌ Not a prediction tool ❌ Not based on indicators like RSI or MACD TGS Levels is a price-first framework, designed to be used with price action, volatility, and structure. 🔹 Best Use Case Asset: XAUUSD (Gold) Execution Timeframe: M5 Sessions: London & New York Style: Scalping / Intraday structure trading The same logic can be adapted to other instruments by adjusting the cycle size. 🔹 How to Trade With TGS (High-Level) When volatility is low or falling → expect rejections at main/super angles When volatility is expanding → expect breakouts through angles Use oscillators (like Stochastic) only for timing, not direction Always confirm with price behavior at the level 🔹 Final Note TGS Levels provides a clean, non-repainting price map that stays aligned when zooming or scrolling the chart. All levels are calculated automatically and update dynamically with price. Levels explain behavior — reactions create opportunity.
Pine Script® インジケーター
ARAS_KURDYの投稿
1
TGS by Shad TGS Levels — Tesla–W.D. Gann Strategy TGS Levels is a price-geometry indicator designed to map algorithmic decision zones on the chart using principles inspired by W.D. Gann price geometry and Tesla 3-6-9 harmonic structure. This indicator is not a signal generator. It provides a structured price map to help traders understand where reactions or breakouts are statistically more likely to occur. 🔹 Core Concept Markets do not move randomly. They rotate and expand around harmonic price cycles. TGS Levels automatically plots a 100-unit price cycle framework (ideal for XAUUSD / Gold) and divides each cycle into hierarchical angles used by institutional and algorithmic trading models. 🔹 Level Hierarchy (Very Important) TGS uses four types of levels, each with a different purpose: 🔴 SUPER ANGLE (+45) Primary decision level Price often shows strong rejection or explosive breakout Highest importance level 🟥 MAIN ANGLES (+27, +63, +81) High-probability reaction zones Used for structured pullbacks, rejections, or continuation confirmation 🟠 SECONDARY ANGLES (+18, +36, +54, +72, +90) Context & management levels Expect hesitation, partial profit zones, or stop-tightening areas Not recommended for direct entries 🟡 MICRO LEVELS (+3, +6, +9) Liquidity & compression map Help visualize absorption, stop hunts, and consolidation For structure awareness only 🔹 What This Indicator Is Used For ✔ Identifying where price is likely to react ✔ Understanding market structure and rotation ✔ Distinguishing rejection vs breakout zones ✔ Improving trade timing when combined with: Volatility (ATR) Market structure (HL / LH / BOS) Session timing (London / New York) 🔹 What This Indicator Is NOT ❌ Not a buy/sell signal ❌ Not a prediction tool ❌ Not based on indicators like RSI or MACD TGS Levels is a price-first framework, designed to be used with price action, volatility, and structure. 🔹 Best Use Case Asset: XAUUSD (Gold) Execution Timeframe: M5 Sessions: London & New York Style: Scalping / Intraday structure trading The same logic can be adapted to other instruments by adjusting the cycle size. 🔹 How to Trade With TGS (High-Level) When volatility is low or falling → expect rejections at main/super angles When volatility is expanding → expect breakouts through angles Use oscillators (like Stochastic) only for timing, not direction Always confirm with price behavior at the level 🔹 Final Note TGS Levels provides a clean, non-repainting price map that stays aligned when zooming or scrolling the chart. All levels are calculated automatically and update dynamically with price. Levels explain behavior — reactions create opportunity.
Pine Script® インジケーター
ARAS_KURDYの投稿
1
SNIPER Initial Balance V1SNIPER INITIAL BALANCE V1 ### What It Does Draws the first hour's high/low range with extensions and breakout signals. ### IB Times (Auto-Selected) | Market Type | IB Period (ET) | |-------------|----------------| | Index (ES/NQ/YM) | 9:30 - 10:30 | | Gold (GC/MGC) | 8:30 - 9:30 | | Energy (CL) | 9:00 - 10:00 | ### Levels Drawn | Level | Style | Purpose | |-------|-------|---------| | IB High | Solid | Resistance | | IB Low | Solid | Support | | IB Mid | Dashed | Mean reversion | | 50% Ext | Dotted | Target 1 | | 100% Ext | Dotted | Target 2 | | 1SD (1.28x) | Dashed | 80% range | | 2SD (2.0x) | Dashed | 95% range | ### Signals | Signal | Meaning | Action | |--------|---------|--------| | `IB↑` | Breakout above IB High | Look for long | | `IB↓` | Breakout below IB Low | Look for short | | `RT↑` | Retest long entry | **BEST ENTRY** - Go long | | `RT↓` | Retest short entry | **BEST ENTRY** - Go short | | `FK` | Fakeout warning | **AVOID** - Don't enter | ### Entry Requirements (All Must Be True) - ✅ Close above/below level (not just wick) - ✅ Volume ≥ 1.3x average - ✅ Body ≥ 60% of candle - ✅ Minimal adverse wick ### Quick Trade Plan ``` LONG: Wait for RT↑ → SL below IB Low → TP at 50% or 100% ext SHORT: Wait for RT↓ → SL above IB High → TP at 50% or 100% ext ``` ---
Pine Script® インジケーター
alexandrodislaの投稿
HMA Fibo Trend RibbonHMA Fibo Trend Ribbon - Fibonacci Trend Indicator 📊 Indicator Description This is a trend indicator based on the harmony of Fibonacci numbers. The indicator uses seven Hull Moving Averages with periods corresponding to the Fibonacci sequence: 8, 13, 21, 34, 55, 89, 144. This mathematical harmony allows the indicator to perfectly align with natural market cycles and wave structures. 🎯 Fibonacci Philosophy in Market Analysis The Fibonacci sequence is not just a set of numbers, but a fundamental pattern found in nature, art, and financial markets. Using these periods provides: Natural alignment with market cycles Multifractal analysis (covering different wave levels) Harmonious interaction between timeframes Universal application across all timeframes 🔧 Indicator Settings Visual Settings: Show Main Line - Show main line (HMA 144 - golden ratio) Show Ribbon Lines - Show the remaining 6 Fibonacci lines Show Trend Change Labels - Show trend change labels Show Info (Trend %) - Show info label with trend percentage Ribbon Opacity - Ribbon transparency (0-100%) 🎨 Visualization of Fibonacci Structure Color Harmony: Each HMA line corresponds to a specific Fibonacci level Collective movement creates the "Fibonacci Ribbon" Color differentiation based on direction Info Label: Displays consensus of 7 Fibonacci levels Percentage ratio of bullish/bearish lines Color coding of the trend 📊 Interpretation of Fibonacci Signals Consistency Levels: 7/7 lines in one direction - Perfect Fibonacci harmony 5-6/7 lines - Strong trend 3-4/7 lines - Consolidation/transition phase 0-2/7 lines - Opposite trend 🚀 Advantages of Fibonacci Approach Natural harmony with market cycles Universal - works on any asset and timeframe Predictive power - anticipates reversal zones Period synergy - signal amplification when aligned Minimal lag - HMA responds better than regular MAs ⚡ Implementation Features Technical Details: Algorithm: Hull Moving Average (optimized for speed) Periods: Pure Fibonacci sequence Calculation: Consensus of 7 harmonic levels Visualization: Intuitive color scheme Performance: Optimized for TradingView Minimal system load Support for all chart types ⚠️ Usage Recommendations Combine with other Fibonacci tools Verify signals on different timeframes Use for trade entry filtering Test on historical data before live trading ✍️ Author: A-Swift 📅 Version: 1.0 Fibonacci 🔗 Code: Open Source (MPL 2.0) 🧮 Basis: Fibonacci Sequence (8, 13, 21, 34, 55, 89, 144) Fibonacci Fact: The number 144 in the Fibonacci sequence is the square of its ordinal number (12²) and represents perfect harmony in market cycles. This makes the HMA with period 144 particularly significant for determining the main trend.
Pine Script® インジケーター
A-Swiftの投稿
SAR Volume ScalperSAR Volume Scalper is a minimalist intraday scalping indicator designed for 1–2 minute charts, optimized for high-liquidity markets such as NASDAQ (NQ) and Gold (GC). The indicator combines Parabolic SAR price crossings with a neutral volume participation filter (Volume ≥ EMA(Volume)), ensuring that signals appear only when the market is active, without relying on rare or aggressive volume spikes. 🔑 Core Logic Parabolic SAR identifies precise micro-trend shifts Trend EMA filters directional bias and reduces counter-trend trades Neutral volume filter confirms market participation while preserving signal frequency ATR-based targets adapt automatically to current volatility 🎯 Designed For High-frequency scalping on 1–2 minute timeframes Manual trade execution during active market sessions Traders who prefer price and flow confirmation over heavy indicator stacking ⚠️ Disclaimer This indicator is a decision-support tool and should not be used as standalone trading advice. It is not intended for fully automated trading.
Pine Script® インジケーター
szymonsobkowiakの投稿
Custom Sector Comparison Index (CSCI)Compare any stock against a custom basket of its true peers. Most traders compare stocks to broad indexes like the S&P 500 (SPY) or the Nasdaq (QQQ). But if you are analyzing a niche sector—like Residential REITs, Gold Miners, or AI Semis—broad indexes are too noisy. This indicator allows you to build your own Custom Equal-Weight Index made up of up to 12 specific symbols. It then plots the performance of the stock you are currently viewing against that custom index, starting from a specific "Anchor Date" of your choosing. Why use this? Standard relative strength tools force you to compare against a single symbol (like SPY). But if you want to know if Centerspace (CSR) is lagging its direct competitors, comparing it to SPY (which contains Tech and Healthcare) is useless. Comparing it to VNQ (which contains Cell Towers and Malls) is also imperfect. With this tool, you can create a "Pure Residential REIT" index and see exactly how your stock is performing against the group. Key Features: Fully Configurable: Input up to 12 different symbols to build your custom index. Smart Filtering: Automatically ignores blank slots. You can build a basket of 3 stocks or 12 stocks without breaking the math. Custom Anchor Date: Set the specific start date for the comparison (e.g., YTD, Q3 start, or a specific market event). Visual Performance Gap: Green shading indicates your stock is outperforming the basket; Red shading indicates underperformance. Example Use Case: Residential REITs I developed this to analyze the "Residential REIT" sector. I wanted to see if Invitation Homes (INVH) was trading at a discount due to fundamentals or if the whole sector was down. I configured the basket with 9 of its closest peers: NYSE:VRE, NYSE:UDR, NYSE:MAA NYSE:EQR, NYSE:CSR, NYSE:ESS NYSE:CPT, NYSE:AVB, NYSE:AMH The Result: The indicator draws a gray line representing the average return of those 9 "Big Boys." I can then load CSR on the chart and immediately see if it is lagging the pack (a potential value buy) or leading it. How to Use: Add the indicator to your chart. Open Settings (Double-click the line). Start Date: Set the date you want the "race" to begin (where all returns reset to 0%). Symbols: Type in the tickers for your custom basket (e.g., NVDA, AMD, INTC). Leave unused slots blank. Analyze: Gray Line: The average performance of your basket. Blue Line: The performance of the current symbol on your chart. Pro Tip: You can save different "Presets" in the indicator settings for different sectors (e.g., save one preset as "Semis" and another as "Oil Majors") so you don't have to re-type symbols every time.
Pine Script® インジケーター
carbondustの投稿
Confluence Execution Engine (2of3)The Confluence Execution Engine is a high-performance logic gate designed to filter out market noise and identify high-probability "Golden" entries. It moves beyond simple indicator signals by acting as a mathematical validator for price action. This engine is designed for the Systematic Trader. It removes the "guesswork" of whether a move is real or an exhaustion pump by requiring a mathematical confluence of volume, multi-timeframe momentum, and volatility-adjusted space. Why This Tool is Unique: Multi-Dimensional Scoring, Momentum-Adjusted Stretch, Institutional Fingerprint (RVOL + Spike) Unlike a standard MACD or RSI, this engine uses a weighted scoring matrix. It pulls a "Bundle" of data (WaveTrend, RSI, ROC) from four different timeframes simultaneously. It doesn't give a signal unless the mathematical weight of all four timeframes crosses your "Hurdle" (Base Threshold). Standard "overbought" indicators are often wrong during strong trends. This engine uses Dynamic Z-Score logic. The Logic: If the price moves away from the mean, it checks the Rate of Change (ROC). The Result: If momentum is massive, the "Stretch" limit expands. It understands that a "stretched" price is actually a sign of strength in a breakout, not a reason to exit. It only warns of a TRAP RISK when the price is far from the mean but momentum is starting to stall. The engine is gated by Relative Volume. If the market is "sleepy," the engine stays in "PATIENCE" mode. It specifically hunts for Volume Spikes (default 2.5x average). A signal is only upgraded to "HIGH CONVICTION" when an institutional volume spike occurs, confirming that "Big Money" is participating. How to Operate the Engine Define Your Hurdle: Set your Confluence Hurdle. A higher number (e.g., 14+) requires more agreement across timeframes, leading to fewer but higher-quality trades. Monitor the Z/Dynamic Ratio: In the HUD, watch the Z: X.XX / Y.YY. When X approaches Y, you are reaching the edge of the momentum-adjusted move. The Entry Trigger: Wait for a "LOOK FOR..." advice to turn into a "HIGH CONVICTION" signal (marked by a triangle shape). This confirms that the MTF scoring, Volume, and HTF Trend are all aligned. Execute the Lines: Use the red and green "Ghost Lines" to set your orders. These are ATR-based, meaning they widen during high volatility to give your trade room to breathe. For holistic trading system, pair with Volatility Shield Pro and Session Levels
Pine Script® インジケーター
Crypt0Curiousの投稿
Multi-MA SuiteMulti-MA Suite - Customizable Moving Averages Indicator Overview Multi-MA Suite is a comprehensive moving average indicator that combines both Exponential Moving Averages (EMAs) and Simple Moving Averages (SMAs) in a single, highly customizable tool. Designed for traders who rely on multiple timeframe analysis, this indicator provides up to 9 moving averages (5 EMAs + 4 SMAs) with full control over visibility, color schemes, and parameters. Key Features ✓ Dual MA Types: 5 Exponential Moving Averages (EMAs) - Responsive to recent price action, ideal for short to medium timeframes 4 Simple Moving Averages (SMAs) - Slow and stable, specifically designed for long timeframe analysis ✓ Full Customization: Individual toggle switches to show/hide each moving average Custom color picker for each MA line Adjustable length and source for all moving averages Progressive line width (thicker lines for longer periods) ✓ Pre-configured Defaults: EMA: 9, 21, 50, 100, 200 (common swing trading periods) SMA: 50, 100, 200, 300 (institutional reference levels for long-term trends) Color-coded scheme: Warm colors (yellow-orange) for EMAs, Cool colors (blue-purple) for SMAs ✓ Clean Interface: Organized input groups for easy navigation Clear labeling and logical parameter ordering Minimal chart clutter with toggle controls Key Difference - Speed & Timeframe: EMAs: Fast and reactive → Best for short to medium timeframes (1-min to 4-hour charts) SMAs: Slow and smooth → Best for long timeframes (daily, weekly, monthly charts) Recommended Settings Day Trading (Short Timeframes): Focus on EMAs: 9, 21, 50 Use 1-minute to 15-minute charts SMAs react too slowly for intraday timeframes Swing Trading (Medium Timeframes): Use all EMAs with SMA 50 and 200 1-hour to daily charts work best Mix of EMAs for entries, SMAs for trend context Position Trading (Long Timeframes): Focus primarily on SMAs: 50, 100, 200, 300 Daily to weekly charts recommended SMAs excel here due to their slow, stable nature Can add EMA 200 for comparison Investment Analysis (Very Long Timeframes): SMAs only: 100, 200, 300 Weekly to monthly charts SMA's slow calculation filters noise perfectly for long-term trends EMA Timeframe-Specific Recommendations 📌 Important Notes on EMA Usage by Timeframe: Small Timeframes (5-minute and 15-minute charts): Use 9 EMA and 21 EMA These fast EMAs respond quickly to price changes Perfect for scalping and day trading The 9/21 EMA crossover is a popular day trading strategy Medium Timeframes (1-hour to 4-hour charts): Use 21 EMA and 50 EMA Balances responsiveness with trend reliability Ideal for swing trading and intraday position holding The 21/50 EMA combination filters out noise while staying responsive Long Timeframes (Daily and Weekly charts): Use 50 EMA and 200 EMA The classic trend-following combination 50 EMA for medium-term trend, 200 EMA for major trend The 50/200 EMA crossover is known as the "Golden Cross" (bullish) or "Death Cross" (bearish) For very long-term analysis on these timeframes, consider using SMAs instead Quick Reference Guide: 5m / 15m: EMA 9 & 21 1h / 4h: EMA 21 & 50 1D / 1W: EMA 50 & 200 (or switch to SMAs for even smoother signals) Practical Trading Strategy with EMAs 📌 Why Use EMAs for Active Trading: For active trading, use EMAs because they have faster movement compared to SMAs. This faster response to price changes allows you to catch trends earlier and exit trades before major reversals occur. Three-EMA Trading System: 1. 9 EMA - Quick Trend Recognition: Use the 9 EMA to understand the trend quickly When price is above 9 EMA = Short-term uptrend When price is below 9 EMA = Short-term downtrend The 9 EMA reacts immediately to price momentum changes Perfect for entry timing and quick trend identification 2. 21 EMA - Exit Signal and Trend Confirmation: When the 21 EMA breaks (price crosses it), exit your trade This is critical because when the 21 EMA breaks, the trend will likely reverse The 21 EMA acts as your "stop-loss line" Breaking the 21 EMA signals that the short-term momentum has shifted Example: In an uptrend, when price crosses below 21 EMA, exit longs immediately Example: In a downtrend, when price crosses above 21 EMA, exit shorts immediately 3. 50 EMA - Full Correction Understanding: Use the 50 EMA to understand the complete correction The 50 EMA shows where the full pullback or correction might end When price reaches the 50 EMA, it often bounces (in a strong trend) Breaking the 50 EMA indicates a deeper correction or potential trend reversal Use it to gauge the strength of the overall trend Customization Tips Toggle unnecessary MAs off to reduce chart clutter based on your trading style and timeframe For the 3-EMA trading strategy, enable only 9, 21, and 50 EMAs For long timeframes (daily+), disable EMAs and use only SMAs to avoid over-reactive signals Match your EMA selection to your timeframe using the guide above Adjust colors to match your chart theme or to highlight specific MAs Modify lengths to fit specific market conditions or asset volatility Change source from close to high/low/HL2 for alternative perspectives Use thicker lines for key decision MAs (edit linewidth in settings) Color Scheme Rationale EMAs (Warm Colors): Yellow → Orange progression represents increasing timeframes while maintaining visual cohesion. The warm palette signals "active" or "fast-reacting" nature of EMAs, perfect for shorter timeframes and active trading. SMAs (Cool Colors): Blue → Purple progression provides clear visual distinction from EMAs. The cool palette suggests "stable," "slow," and "smooth" characteristics of SMAs, ideal for long timeframe analysis. What Makes This Different? Unlike basic MA indicators, Multi-MA Suite provides: Both EMA and SMA in one indicator (saves indicator slots) Optimized MA selection based on speed characteristics - fast EMAs for short timeframes, slow SMAs for long timeframes Clear timeframe-specific EMA recommendations for immediate use Practical trading strategy included - 9 EMA for trend, 21 EMA for exit, 50 EMA for corrections Individual control over each MA (toggle, color, parameters) Thoughtful default settings based on widely-used trading periods Color-coded system for instant visual differentiation Clean, organized interface for efficient workflow Installation & Usage Add the indicator to your chart Open indicator settings to customize For active trading: Enable 9, 21, and 50 EMAs (the recommended trading system) Select appropriate MAs for your timeframe (use the EMA timeframe guide above) Toggle MAs on/off based on your analysis needs Adjust colors if desired to match your chart theme Modify lengths and sources as needed for your strategy ⚠️ IMPORTANT DISCLAIMER EDUCATIONAL AND INFORMATIONAL PURPOSES ONLY This indicator and its accompanying documentation are provided for educational and informational purposes only. The content does not constitute financial advice, investment advice, trading advice, or any other sort of advice, and you should not treat any of the indicator's content as such. NO GUARANTEE OF RESULTS Past performance is not indicative of future results. The strategies, techniques, and concepts discussed herein are provided "as is" without any warranty of any kind. Trading and investing in financial markets involves substantial risk of loss and is not suitable for every investor. RISK ACKNOWLEDGMENT You can lose money trading: Trading stocks, forex, futures, options, cryptocurrencies, and other financial instruments carries a high level of risk and may not be suitable for all investors. You may sustain a total loss of your investment. No guaranteed profits: The use of moving averages or any technical indicator does not guarantee profitable trades. Markets can remain irrational longer than you can remain solvent. Lagging indicators: All moving averages are lagging indicators based on historical price data and may not predict future price movements. False signals: Moving averages can produce false signals, especially in choppy, sideways, or low-volume market conditions. YOUR RESPONSIBILITY Do your own research: Before making any trading or investment decision, you should conduct your own research and due diligence. Consult professionals: Consider seeking advice from qualified financial advisors, certified public accountants, or licensed professionals before making financial decisions. Risk management: Always use proper risk management, including stop-losses, position sizing, and diversification. Demo trading: Test any strategy on a demo account before risking real capital. Understand the markets: Ensure you fully understand the markets you're trading and the risks involved. PERSONAL TRADING DECISIONS All trading decisions are made at your own discretion and at your own risk. You are solely responsible for all trading decisions you make. The strategies mentioned (including the 9/21/50 EMA system) are examples only and should not be followed blindly without proper testing and risk assessment. MARKET CONDITIONS VARY Market conditions change constantly. What works in one market condition may not work in another. Trending strategies (like the ones discussed) typically perform poorly in ranging markets. Adapt your approach based on current market conditions. USE AT YOUR OWN RISK By using this indicator, you acknowledge that you have read this disclaimer and agree to be bound by its terms. If you do not agree with any part of this disclaimer, do not use this indicator.
Pine Script® インジケーター
aaboomarの投稿
MA Crossover with R SquaredThis indicator enhances the classic Moving Average (MA) crossover strategy with statistical filtering and prediction capabilities. Let me explain what it does: Instead of just showing when a fast MA crosses above/below a slow MA, this indicator adds R² (R-squared) filtering to identify higher-quality crossovers and predicts future crossovers. What is R²? R² (Coefficient of Determination) is a statistical measure that shows how well one variable explains the movement of another variable. In simpler terms: R² = 1.0: Perfect relationship - 100% of the movement in one MA is explained by the other MA R² = 0.8: Strong relationship - 80% R² = 0.5: Moderate relationship - 50% R² = 0.0: No relationship - 0% Imagine two cars driving on a highway: High R² (0.9): Both cars are in the same lane, moving together consistently Low R² (0.3): One car is weaving between lanes while the other stays straight - poor coordination. Traditional MA crossovers often generate false signals during: Choppy markets (price bouncing around) Sideways/ranging markets Low volatility periods News events causing temporary spikes The R² Solution: R² acts as a "quality filter" that answers: "How meaningful this crossover is?" What this means: Before R² filtering: Every crossover generates a signal After R² filtering: Only crossovers with R² > threshold generate signals Result: Fewer but higher-quality signals. MARKET REGIME DETECTION High R² (> 0.7): Strong trending market - MA crossovers are reliable Medium R² (0.4-0.7): Moderate trending - use with caution Low R² (< 0.4): Choppy/range-bound market - avoid MA crossover signals Increasing R²: MAs are converging/moving together more closely Decreasing R²: MAs are diverging/losing coordination Sudden R² drop: Potential market regime change. Why Square the Correlation? Correlation: Measures direction AND strength (-1 to +1) R²: Measures strength ONLY (0 to 1) In trading: We care about relationship strength, not direction Direction is already indicated by crossover type (bullish/bearish) Real-World Interpretation: If R² = 0.64, it means: 64% of the variation in the fast MA is explained by the slow MA 36% is "noise" or unexplained movement The MAs are moderately coordinated. R² Trend Confirmation: Entry: When crossover occurs AND R² is above threshold Confirmation: R² continues rising after entry Exit: R² drops below threshold (relationship weakening) Multi-Timeframe R² Analysis Check R² on higher timeframe for trend context Use current timeframe for entry signals Example: Daily R² > 0.7 gives bullish bias, use 1-hour for entries. R² LIMITATIONS & CAUTIONS 1. Lagging Nature R² is calculated from past data By the time R² is high, the trend may already be established 2. Not a Standalone Indicator R² should confirm other signals, not generate them alone Always combine with price action, volume, support/resistance 3. Curve Fitting Risk Don't over-optimize R² thresholds on historical data What worked in the past may not work in the future Use R² as a filter, not a predictor 4. Market-Specific Behavior R² thresholds that work in trending stocks may fail in Forex Cryptocurrencies may require different R² settings than commodities Always test on your specific market/instrument Before Taking Any Signal: ✅ Does the crossover have a colored circle? (R² > threshold) ✅ What's the R² number shown? (Higher = better) ✅ Is R² rising or falling? (Rising = strengthening relationship) ✅ Check history table - what happened with similar R² values? ✅ Consider prediction - does it align with current signal? Simple R² Rules of Thumb: R² > 0.8: Excellent signal quality R² 0.6-0.8: Good signal quality R² 0.4-0.6: Moderate - use additional confirmation R² < 0.4: Poor - avoid or use extreme caution Think of R² as: A quality control inspector for MA crossovers A relationship therapist for your moving averages A statistical bouncer that only lets strong signals through Higher win rate + Better risk/reward = More profitable trading This script transforms the basic "when lines cross" approach into a sophisticated, statistically-validated trading system. R² is the secret sauce that separates random crossovers (Golden/Death) from meaningful trend changes. DISCLAIMER: This information is provided for educational purposes only and should not be considered financial, investment, or trading advice. Please do boost if you like it. Happy Trading.
Pine Script® インジケーター
kingshukghosh71の投稿
Round Level Pro Stats Here is a professional English description of your indicator, which you can use for your own records or if you ever want to share it on the TradingView Community Scripts: Indicator Name: Dynamic Round Levels & Historical Strength Grid Overview This indicator is a sophisticated technical analysis tool designed to identify and evaluate "Round Number" psychological levels (e.g., 1.17100, 1.17200, 1.17300). Unlike a static grid, this tool actively scans historical data to provide a "Strength Score" for each level, helping traders distinguish between minor price points and significant historical reaction zones. Key Features Automated Price Grid: Generates a clean, horizontal grid based on user-defined price intervals (Steps). Perfect for Forex (0.001 pips), Stocks, or Crypto. Historical Strength Engine: Analyzes up to 5,000 historical bars to calculate how "respected" a price level is. The "3-Candle Confirmation" Logic: A level's strength is only increased if the price touches the line and successfully reverses/bounces, staying on the same side for at least 3 subsequent candles. Smart Visual Coding: Green (High Strength): Levels with >60% historical reversal success. Orange (Medium Strength): Levels with 35%–60% success. Red (Low Strength): Levels frequently breached without reaction. Pro HUD Display: Bold percentage labels are positioned at the far right of the chart (near the price scale) to keep the main trading area clutter-free. How to Use Set your Step: For Forex, use 0.001 to see 10-pip increments. For Bitcoin or Gold, use 10 or 100. Lookback Period: Adjust the history scan (up to 5,000 bars) to match your trading timeframe. Identify Support/Resistance: Look for Green % STR labels. These represent "Round Numbers" that have acted as strong barriers in the past, offering higher-probability entry or exit points. Technical Summary for Pine Script Language: Pine Script v5 Max Lines/Labels: 500 (Optimized for performance) Placement: Far-right margin alignment using bar_index offsets.
Pine Script® インジケーター
nirree11の投稿
QuantLabs MASM Correlation TableThe Market is a graph. See the flows: The QuantLabs MASM is not a standard correlation table. It is an Alpha-Grade Scanner architected to reveal the hidden "hydraulic" relationships between global macro assets in real-time. Rebuilt from the ground up for Version 3, this engine pushes the absolute limits of the Pine Script™ runtime. It utilizes a proprietary Logarithmic Math Engine, Symmetric Compute Optimization, and a futuristic "Ghost Mode" interface to deliver a 15x15 real-time correlation matrix with zero lag. Under the Hood: The Quant Architecture We stripped away standard libraries to build a lean, high-performance engine designed for institutional-grade accuracy. 1. Alpha Math Engine (Logarithmic Returns) Most tools calculate correlation based on Price, which generates spurious signals (e.g., "Everything is correlated in a bull run"). The Solution: Our engine computes Logarithmic Returns (log(close/close )) by default. This measures the correlation of change (Velocity & Vector), not price levels. The Result: A mathematically rigorous view of statistical relationships that filters out the noise of general market drift. Dual-Core: Toggle seamlessly between "Alpha Mode" (Log Returns) for verified stats and "Visual Mode" (Price) for trend alignment. Calculation Modes: Pearson (Standard), Euclidean (Distance), Cosine (Vector), Manhattan (Grid). 2. Symmetric Compute Optimization Calculating a 15x15 matrix requires evaluating 225 unique relationships per bar, which often crashes memory limits. The Fix: The V3 Engine utilizes Symmetric Logic, recognizing that Correlation(A, B) == Correlation(B, A). The Gain: By computing only the lower triangle of the matrix and mirroring pointers to the upper triangle, we reduced computational load by 50%, ensuring a lightning-fast data feed even on lower timeframes. 3. Context-Aware "Ghost Mode" The UI is designed for professional traders who need focus, not clutter. Smart Detection: The matrix automatically detects your current chart's Ticker ID. If you are trading QQQ, the matrix will visually highlight the Nas100 row and column, making them opaque and bright while dimming the rest. Dynamic Transparency: Irrelevant data ("Noise" < 0.3 correlation) fades into the background. Only significant "Alpha Signals" (> 0.7) glow with full Neon Saturation. Key Features Dominant Flow Scanner: The matrix scans all 105 unique pairs every tick and prints the #1 Strongest Correlation at the bottom of the pane (e.g., DOMINANT FLOW: Bitcoin ↔ Nas100 ). Streak Counter: A "Stubbornness" metric that tracks how many consecutive days a strong correlation has persisted. Instantly identify if a move is a "flash event" or a "structural trend." Neon Palette: Proprietary color mapping using Electric Blue (+1.0) for lockstep correlation and Deep Red (-1.0) for inverse hedging. Usage Guide Placement: Best viewed in a bottom pane (Footer). Assets: Pre-loaded with the Essential 15 Macro Drivers (Indices, BTC, Gold, Oil, Rates, FX, Key Sectors). Fully editable via settings (Ticker|Name). Reading the Grid: 🔵 Bright Blue: Assets moving in lockstep (Risk-On). 🔴 Bright Red: Assets moving perfectly opposite (Hedge/Risk-Off). ⚫ Faded/Black: No statistical relationship (Decoupled). Key Improvements Made: Formatting: Added clear bullet points and bolding to make it scannable. Clarity: Clarified the "Logarithmic Returns" section to explain why it matters (Velocity vs. Price Levels). Tone: Maintained the "high-tech/quant" vibe but removed slightly clunky phrases like "spurious signals" (unless you prefer that academic tone, in which case I left it in as it fits the persona). Structure: Grouped the "Modes" under the Math Engine for better logic. Created and designed by QuantLabs
Pine Script® インジケーター
CustomQuantLabsの投稿
CCI Standard DeviationCCI Standard Deviation – Asymmetric Volatility-Adjusted Trend Filter (CCI SD) The Commodity Channel Index (CCI), created by Donald Lambert in 1980, measures how far the typical price deviates from its statistical average to identify cyclical momentum and trend strength. The standard formula is: CCI = (Typical Price − SMA(Typical Price, n)) / (0.015 × Mean Deviation) where Typical Price = (High + Low + Close)/3. CCI is unbounded and centered around zero: sustained readings above zero indicate bullish momentum, below zero bearish. Classic interpretations often use zero-line crosses or fixed levels (±100, ±200, ±250), but these can be unreliable when CCI volatility changes across market regimes. This indicator was developed to create a more disciplined trend-following tool that aligns with my core risk principle: “always protect to the downside.” Starting from the standard CCI zero-line concept for trend direction, I experimented with standard deviation bands to make the oscillator volatility-adjusted. I then applied deliberate asymmetry: requiring the lower 1σ envelope (CCI − stdev) to cross above a positive threshold for bullish confirmation (high-probability entry only in robust trends), while exiting immediately on any raw CCI weakness below a negative threshold (quick downside protection). User inputs for both thresholds were added to allow fine-tuning and adaptability across different assets and timeframes. An optional DEMA-smoothed version of the lower envelope provides additional clarity when desired. Extreme zones raw CCI ±240 and lower envelope > 200 or < –200 - are highlighted with background shading to flag rare acceleration or capitulation phases. How it works Standard CCI calculated on typical price (default length 38). Rolling standard deviation of the CCI itself (default length 13) measures the oscillator’s recent volatility. Lower envelope = CCI − stdev (dn). Optional DEMA smoothing (default length 12) can be toggled. Trend logic: Bullish regime only when lower envelope → Long Threshold (default +10) → statistical proof of strength Bearish/neutral immediately when raw CCI → Short Threshold (default –25) → fast downside protection Origin and development The indicator emerged from wanting a cleaner, more reliable CCI for trend direction. After testing volatility-adjusted versions, the asymmetric design proved superior: it enters only high-conviction uptrends and exits rapidly on weakness, significantly reducing whipsaws while preserving trend capture. Parameters were optimized through extensive backtests on major assets (BTC, ETH, SOL and many more Cryptos; Magnificent 7 stocks, QQQ, SPX, gold). The defaults were selected for the best average Sortino ratio and lowest maximum drawdown across this broad universe, ensuring robustness and avoiding single-asset overfitting. How to use it Green triangle below bar → lower envelope crosses above Long Threshold → high-conviction bullish trend confirmed → enter or add to longs Magenta triangle above bar → CCI crosses below Short Threshold → exit longs or go cash/short While lower envelope remains above Long Threshold → hold bullish positions Extreme background shading (dn >200 or CCI ±240) → rare high-attention zones (potential acceleration or exhaustion) Recommended defaults CCI length: 38 SD length: 13 Long threshold: +10 Short threshold: –25 Optional MA length: 12 (DEMA of lower envelope) All visual elements (bar coloring, signals, background, smoothed line) are toggleable for personal preference. This indicator is designed as a trend-strength and risk-management filter and is not intended as a standalone trading system. Disclaimer: This is not financial advice. Backtests are based on past results and are not indicative of future performance.
Pine Script® インジケーター
PaulWegelinの投稿
1
A-Share Broad-Based ETF Dual-Core Timing System1. Strategy Overview The "A-Share Broad-Based ETF Dual-Core Timing System" is a quantitative trading strategy tailored for the Chinese A-share market (specifically for broad-based ETFs like CSI 300, CSI 500, STAR 50). Recognizing the market's characteristic of "short bulls, long bears, and sharp bottoms," this strategy employs a "Left-Side Latency + Right-Side Full Position" dual-core driver. It aims to safely bottom-fish during the late stages of a bear market and maximize profits during the main ascending waves of a bull market. 2. Core Logic A. Left-Side Latency (Rebound/Bottom Fishing) Capital Allocation: Defaults to 50% position. Philosophy: "Buy when others fear." Seeks opportunities in extreme panic or momentum divergence. Entry Signals (Triggered by any of the following): Extreme Panic: RSI Oversold (<30) + Price below Bollinger Lower Band + Bullish Candle Close (Avoid catching falling knives). Oversold Bias: Price deviates more than 15% from the 60-day MA (Life Line), betting on mean reversion. MACD Bullish Divergence: Price makes a new low while MACD histogram does not, accompanied by strengthening momentum. B. Right-Side Full Position (Trend Following) Capital Allocation: Aggressively scales up to Full Position (~99%) upon signal trigger. Philosophy: "Follow the trend." Strike heavily once the trend is confirmed. Entry Signals (All must be met): Upward Trend: MACD Golden Cross + Price above 20-day MA. Breakout Confirmation: CCI indicator breaks above 100, confirming a main ascending wave. Volume Support: Volume MACD Golden Cross, ensuring price increase is backed by volume. C. Smart Risk Control Bear Market Exhaustion Exit: In a bearish trend (MA20 < MA60), the strategy does not "hold and hope." It immediately liquidates left-side positions upon signs of rebound exhaustion (breaking below MA20, touching MA60 resistance, or RSI failure). ATR Trailing Stop: Uses Average True Range (ATR) to calculate a dynamic stop-profit line that rises with the price to lock in profits. Hard Stop Loss: Forces a stop-loss if the left-side bottom fishing fails and losses exceed a set ATR multiple, preventing deep drawdowns. 3. Recommendations Target Assets: High liquidity broad-based ETFs such as CSI 300 ETF (510300), CSI 500 ETF (510500), ChiNext ETF (159915), STAR 50 ETF (588000). Timeframe: Daily Chart.
Pine Script® ストラテジー
RTA-Odysseusの投稿
XAU Seasonality + Setup Quality + Month Strength | WarRoomXYZXAU Seasonality Engine is a technical analysis indicator developed for the study of recurring, calendar-based behavior on XAUUSD (Gold). The tool blends month-of-year seasonality statistics with higher-timeframe context and a setup-quality gate to help users observe when market conditions historically lean strong, weak, or neutral — and how strict trade selection should be during each regime. Indicator Concept An indicator for XAUUSD that combines: 1. Seasonality Regime (Month-of-Year Bias) ► Classifies the current month as Strong / Weak / Neutral based on either: • Preset months (user-defined) or • Auto mode (computed from historical monthly performance) ► Strong months suggest a bullish tailwind (not a signal). ► Weak months suggest headwind / caution and require stricter setup quality. 2. Monthly Performance Engine (Under the Hood) ► Uses the symbol’s monthly timeframe data to compute, per calendar month: • Average monthly return (%) • Win rate (%) — how often that month closes positive • Month Strength Score (0–100) — a blended score derived from performance data ► The score is designed to provide a relative strength snapshot of seasonality by month. 3. Month Strength Histogram ► Plots a histogram (0–100) of the current month’s strength score. • Higher bars = historically stronger month tendency • Lower bars = historically weaker month tendency ► Optional horizontal reference lines mark “strong” and “weak” zones to make regimes obvious at a glance. 4. Setup Quality Meter (Confluence Filter) ► The indicator calculates a Setup Quality Score (0–100) using market structure and momentum components, such as: • EMA trend alignment • Momentum confirmation (EMA fast vs slow) • Structure break confirmation (BOS) • Liquidity sweep behavior • Candle confirmation logic ► This score is intended as a trade-selectivity filter , not a trade executor. 5. Adaptive Rules for Weak Months (Strict Mode) ► When the indicator detects a weak seasonal regime, conditions automatically tighten: • The A+ threshold increases (adaptive thresholding) • Optional rule: Weak months require BOS + Sweep + FVG simultaneously before any A+ condition is considered valid This forces the user into “higher-quality-only” behavior during historically weaker seasonal periods. 🔹1 Visual Components Included • Seasonality regime label (Strong / Weak / Neutral) • Optional background shading based on regime • Month Strength Score histogram (0–100) • Current month stats: Avg return + win rate • Setup Quality Meter value (0–100) • Adaptive A+ threshold display • Weak-month confluence gate status (BOS / Sweep / FVG pass/fail) • Optional alerts when strict criteria are met ➣What Means in the XAU Indicator 🔹 Definition (in THIS indicator) Win Rate = the percentage of historical months that closed positive for the same calendar month. It is NOT: trade win rate ❌ signal accuracy ❌ It is a s tatistical seasonality metric . How It’s Calculated For each calendar month (January, February, etc.), the indicator: 1.Looks at historical monthly candles (Monthly timeframe). 2. Counts how many times that month: •Closed higher than it opened (or higher than previous month close). 3. Divides: Number of positive months ÷ Total number of observed months × 100 Example: September If over the last 20 years: September closed green 14 times September closed red 6 times Then: Win Rate = (14 / 20) × 100 = 70% That’s what you see as in the dashboard. What the Win Rate Is Used For 1️⃣ Part of the Month Strength Score The indicator blends: •Average Monthly Return (%) → measures magnitude •Win Rate (%) → measures consistency Combined into: Month Strength Score (0–100) This avoids a common trap: •A month with 1 huge rally but many losses ≠ reliable •A month with steady positive closes = higher quality environment What Win Rate Tells You High Win Rate (e.g. 65–75%) •Gold more often closes higher in this month •Continuation is statistically more likely •Pullbacks are more likely to resolve in trend direction Low Win Rate (e.g. 35–45%) •Gold more often fails to close higher •More chop, deeper retracements, false breakouts •Continuation trades statistically struggle What It Does NOT Tell You 🚫 It does NOT mean: •“You will win 70% of your trades” •“Every setup in this month works” •“Direction is guaranteed” Seasonality is context, not prediction. Why This Is Powerful When Combined With Your System On its own, win rate is just data. But in your indicator, it’s used to: •🔒 Raise the A+ threshold in weak months •🧠 Force BOS + Sweep + FVG confluence •❌ Block marginal setups automatically So instead of guessing: -“Why is gold so choppy this month?” You know: -“This month historically underperforms SO I must be stricter.” ➣What Means in the XAU Seasonality Indicator 🔹 Definition (in THIS indicator) Avg Monthly Return = the average percentage gain or loss of XAUUSD for a specific calendar month, calculated across many years. It measures magnitude , not frequency. It is NOT: •trade profit ❌ •expected return for the next month ❌ •guaranteed performance ❌ It is a historical seasonality tendency. How It’s Calculated For each calendar month (January, February, etc.), the indicator: 1.Takes every historical occurrence of that month. 2.Calculates the percentage change of the monthly candle: (Monthly Close − Previous Monthly Close) ÷ Previous Monthly Close × 100 3. Adds all those percentage changes together. 4. Divides by the total number of observations. Example: September Assume over 20 years: +2.4%, +1.1%, −0.6%, +3.0%, +1.8%, ... If the sum of all September returns = +28% across 20 years: Avg Monthly Return = +1.40% That’s the number displayed in the indicator. What Avg Monthly Return Is Used For 1️⃣ Measuring Strength of Movement •Win Rate → “How often does it close green?” •Avg Monthly Return → “How big are the moves when it works?” Both are needed. A month can: •Win often but move very little •Move a lot but only occasionally The indicator combines both to avoid misleading conclusions. How to Interpret Avg Monthly Return Positive Avg Return (e.g. +0.8% to +2.0%) •Gold tends to expand during this month •Continuation phases are more likely •Pullbacks are often absorbed Near-Zero Avg Return (e.g. −0.2% to +0.2%) •Market is statistically balanced •Expect chop, rotations, false breaks •Continuation is less reliable Negative Avg Return (e.g. −0.5% or worse) •Downward pressure or heavy mean reversion •Rallies often fade •Risk of aggressive stop hunts What Avg Monthly Return Does NOT Mean 🚫 It does NOT mean: •“Price will move +1.4% this month” •“You should buy because the number is positive” •“This is a guaranteed edge” It describes historical behavior, not future certainty. Why Avg Monthly Return Matters More Than People Think Two months can have the same win rate but behave very differently: Example: Month Win Rate Avg Return Reality Month A 65% +0.2% Small, choppy wins Month B 55% +1.6% Fewer wins, but strong expansions Your indicator would rank Month B as stronger, which is correct for continuation-based strategies. How It Feeds the Month Strength Score The indicator blends: •60% Avg Monthly Return (normalized) •40% Win Rate This means: •Big moves matter more than small consistency •But consistency still matters enough to prevent distortion Result: Month Strength Score (0–100) Which is then used to: •tighten or relax A+ thresholds •activate weak-month strict rules •control trade frequency 🔹2. Intended Use The indicator is designed as a discretionary analysis tool to support study of: • seasonal bias and calendar tendencies • relative strength/weakness across months • how strict trade selection should be across different regimes • confluence behavior when seasonal conditions are unfavorable The tool does not generate forecasts, does not guarantee outcomes, and should not be relied upon as a stand-alone decision mechanism. 🔹3.How to Use XAU Seasonality Engine Recommended charts: XAUUSD, intraday (5m–15m) with a HTF context (1H–4H). 1. Identify the Seasonal Regime • Strong month → you can allow more continuation bias (still require structure). • Neutral month → trade normally, standard criteria. • Weak month → tighten selection, demand clean A+ conditions only. 2. Read the Month Strength Histogram • If the score is high (e.g., 70+), the month has historically shown stronger tendency. • If the score is low (e.g., 40 and below), expect slower conditions, deeper pullbacks, or more chop — and reduce marginal trades. 3. Use the Setup Quality Meter as the Gate ► In normal/strong months: • A+ threshold is moderate (e.g., 70) ► In weak months: • A+ threshold is higher (e.g., 80+) • Optional strict mode: must also pass BOS + Sweep + FVG alignment 4. Example Trade Logic (Framework, Not Signals) ► Bullish framework in a Strong Month: • Seasonal regime = Strong (tailwind) • Structure supports bullish continuation (trend alignment) • Sweep occurs into demand / liquidity grab • Setup Quality reaches A+ threshold • Entry: confirmation candle or retrace to key level • SL: beyond sweep low / invalidation • TP: nearest liquidity / prior highs / HTF level ► Weak Month rule-set (Strict Mode): • Seasonal regime = Weak (headwind) • Only consider trades if: ✅ BOS confirms direction ✅ Sweep occurs and rejects cleanly ✅ FVG exists recently (or is mitigated if you choose that model) ✅ Setup Quality exceeds the elevated adaptive threshold If any one is missing → no trade This is not meant to “predict” gold — it’s meant to enforce discipline when seasonality historically underperforms. 🔹4.Limitations and User Responsibility ► The indicator does not represent financial advice or imply performance expectations. ► Seasonality is statistical tendency, not certainty — macro conditions can override it. ► Results vary by broker feed, timeframe, and settings. ► Users should test thoroughly in simulation before applying to live markets. ► All trading decisions, risk management, and execution remain solely the responsibility of the user. 🔹5. Alerts Optional alerts can notify when: • a new month begins and the seasonal regime changes • A+ criteria are met • weak-month strict conditions pass (BOS + Sweep + FVG) Alerts are informational only and do not constitute actionable recommendations. Disclaimer This script is provided for informational and educational purposes only . It does not provide financial, investment, or trading advice, and it does not guarantee profits or future performance. All decisions made based on this script are solely the responsibility of the user. This script does not execute trades, manage risk, or replace the need for trader discretion. Market behavior can change quickly, and past behavior detected by the script does not ensure similar future outcomes. Users should test the script on demo or simulation environments before applying it to live markets and must maintain full responsibility for their own risk management, position sizing, and trade execution. Trading involves risk, and losses can exceed deposits. By using this script, you acknowledge that you understand and accept all associated risks.
Pine Script® インジケーター
WarroomXYZの投稿