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Moving Averages

MULTI-CONDITION RSI SIGNAL GENERATOR═══════════════════════════════════════════════ MULTI-CONDITION RSI SIGNAL GENERATOR ═══════════════════════════════════════════════ OVERVIEW: This indicator generates trading signals based on Relative Strength Index (RSI) movements with multiple confirmation layers designed to filter false signals and identify high-probability reversal opportunities. ═══════════════════════════════════════════════ WHAT MAKES THIS ORIGINAL: ═══════════════════════════════════════════════ Unlike basic RSI indicators that simply plot overbought/oversold crossovers, this system combines FOUR distinct confirmation mechanisms: 1. PERSISTENCE FILTERING - Requires RSI to remain in extreme zones for a minimum duration 2. LOOKBACK VALIDATION - Verifies recent extreme zone visits before signaling 3. DIVERGENCE DETECTION - Identifies price/RSI divergence for stronger signals 4. MOMENTUM CONFIRMATION - Provides trend-continuation entries via midline crosses This multi-layered approach significantly reduces whipsaw trades that plague simple RSI crossover systems. ═══════════════════════════════════════════════ HOW IT WORKS (TECHNICAL METHODOLOGY): ═══════════════════════════════════════════════ STEP 1: RSI CALCULATION - Standard RSI calculation using user-defined period (default: 14) - Monitors two extreme zones: Overbought (default: 70) and Oversold (default: 30) STEP 2: PERSISTENCE FILTERING The script counts how many bars RSI has spent in extreme zones within the lookback period: - For overbought signals: Counts bars where RSI > 70 - For oversold signals: Counts bars where RSI < 30 - Signal only triggers if count >= Minimum Duration (default: 4 bars) This filters out brief spikes that immediately reverse, focusing on sustained extreme conditions that are more likely to lead to genuine reversals. STEP 3: LOOKBACK VALIDATION - Checks if RSI reached extreme zones within the Lookback Bars period (default: 20) - Uses ta.highest() and ta.lowest() functions to verify recent extremes - Ensures we're trading reversals from meaningful extremes, not random crossovers STEP 4: BASIC SIGNAL GENERATION - BUY SIGNAL: RSI crosses above the oversold level (30) after meeting persistence and lookback conditions - SELL SIGNAL: RSI crosses below the overbought level (70) after meeting persistence and lookback conditions STEP 5: DIVERGENCE DETECTION The script identifies two types of divergence over the Divergence Lookback period (default: 5 bars): A) BULLISH DIVERGENCE (indicates potential upward reversal): - Price makes a lower low (current low < previous low) - RSI makes a higher low (current RSI low > previous RSI low) - Suggests weakening downward momentum B) BEARISH DIVERGENCE (indicates potential downward reversal): - Price makes a higher high (current high > previous high) - RSI makes a lower high (current RSI high < previous RSI high) - Suggests weakening upward momentum STEP 6: STRONG SIGNAL CONFIRMATION - STRONG BUY: Basic buy signal + bullish divergence present - STRONG SELL: Basic sell signal + bearish divergence present - These represent the highest-probability setups STEP 7: MOMENTUM SIGNALS (OPTIONAL) - MOMENTUM BUY: RSI crosses above 50 after being oversold (trend continuation) - MOMENTUM SELL: RSI crosses below 50 after being overbought (trend continuation) - Smaller signals for traders who want trend-following entries ═══════════════════════════════════════════════ SIGNAL TYPES AND VISUAL INDICATORS: ═══════════════════════════════════════════════ 📈 GREEN TRIANGLE (below bar) - Standard Buy Signal RSI crossed above oversold level with confirmation filters 📉 RED TRIANGLE (above bar) - Standard Sell Signal RSI crossed below overbought level with confirmation filters 🔵 BLUE TRIANGLE (below bar) - Strong Buy Signal Buy signal + bullish divergence (HIGHEST PRIORITY) 🟣 PURPLE TRIANGLE (above bar) - Strong Sell Signal Sell signal + bearish divergence (HIGHEST PRIORITY) 🟢 GREEN CIRCLE (small) - Momentum Buy RSI crosses above 50 after oversold conditions 🔴 RED CIRCLE (small) - Momentum Sell RSI crosses below 50 after overbought conditions BACKGROUND SHADING: - Light red background: RSI currently overbought - Light green background: RSI currently oversold ═══════════════════════════════════════════════ PARAMETER SETTINGS: ═══════════════════════════════════════════════ 1. OVERBOUGHT LEVEL (default: 70, range: 50-90) - Higher values = fewer but stronger overbought signals - Lower values = more sensitive to overbought conditions - Recommended: 70 for standard markets, 80 for crypto/volatile assets 2. OVERSOLD LEVEL (default: 30, range: 10-50) - Lower values = fewer but stronger oversold signals - Higher values = more sensitive to oversold conditions - Recommended: 30 for standard markets, 20 for crypto/volatile assets 3. RSI PERIOD (default: 14, range: 2-50) - Standard RSI calculation period - Lower = more sensitive/faster signals - Higher = smoother/slower signals - Recommended: 14 (industry standard) 4. MINIMUM DURATION (default: 4, range: 1-20) - Required bars in extreme zone before signal - Higher values = fewer signals but better quality - Lower values = more signals but more false positives - Recommended: 3-5 for day trading, 5-10 for swing trading 5. LOOKBACK BARS (default: 20, range: 5-100) - How far back to check for extreme zone visits - Should match your typical trading timeframe - Recommended: 20 for intraday, 50 for daily charts 6. DIVERGENCE LOOKBACK (default: 5, range: 2-20) - Period for comparing price/RSI highs and lows - Lower values = more frequent divergence signals - Higher values = more significant divergences - Recommended: 5-10 depending on timeframe ═══════════════════════════════════════════════ HOW TO USE THIS INDICATOR: ═══════════════════════════════════════════════ RECOMMENDED TRADING APPROACH: 1. PRIMARY ENTRIES: Focus on Strong Buy/Sell signals (blue/purple triangles) - These have the highest win rate due to divergence confirmation - Wait for price action confirmation (support/resistance, candlestick patterns) 2. SECONDARY ENTRIES: Regular Buy/Sell signals (green/red triangles) - Use these when Strong signals are infrequent - Require additional confirmation from other indicators or chart patterns 3. TREND CONTINUATION: Momentum signals (small circles) - Best used when overall trend is clear - Not recommended for reversal trading 4. FILTER TRADES: Use background shading as context - Be cautious entering longs when background is red (overbought) - Be cautious entering shorts when background is green (oversold) RISK MANAGEMENT GUIDELINES: - Never risk more than 2-5% of capital per trade - Use stop losses below recent swing lows (buys) or above swing highs (sells) - Target at least 1.5:1 reward-to-risk ratio - Consider position sizing based on signal strength TIMEFRAME RECOMMENDATIONS: - 15min - 1hour: Day trading with adjusted parameters (lower minimum duration) - 4hour - Daily: Swing trading with default parameters - Weekly: Position trading with increased lookback periods COMPLEMENTARY TOOLS: This indicator works best when combined with: - Support and resistance levels - Trend indicators (moving averages, trend lines) - Volume analysis - Price action patterns (engulfing candles, pin bars) ═══════════════════════════════════════════════ LIMITATIONS AND CONSIDERATIONS: ═══════════════════════════════════════════════ - This is NOT a standalone trading system - requires additional analysis - RSI-based strategies perform best in ranging/choppy markets - May generate fewer signals in strong trending markets - Divergence signals can be early - wait for price confirmation - Not recommended for highly illiquid assets - Backtest on your specific market before live trading - No indicator is 100% accurate - always use proper risk management ═══════════════════════════════════════════════ TECHNICAL NOTES: ═══════════════════════════════════════════════ - Code is original and does not reuse external libraries - Uses Pine Script v5 native functions only - Alert conditions included for all signal types - No repainting - signals appear and remain fixed - Efficient calculation methods minimize processing load ═══════════════════════════════════════════════ ALERT SETUP: ═══════════════════════════════════════════════ Four alert conditions are available: 1. "Buy Alert" - Triggers on standard buy signals 2. "Sell Alert" - Triggers on standard sell signals 3. "Strong Buy Alert" - Triggers on divergence-confirmed buy signals 4. "Strong Sell Alert" - Triggers on divergence-confirmed sell signals To set up alerts: Right-click chart → Add Alert → Select desired condition ═══════════════════════════════════════════════ This indicator is provided for educational and informational purposes. Always practice proper risk management and never trade with money you cannot afford to lose.
Pine Script® indicator
by DrFXGOD
Daily trend flip system📈 System 1 — Daily Trend Flip Screener System 1 (Daily) is a trend-following screener indicator designed to help traders quickly identify assets showing strong bullish momentum, meaningful volatility, and solid liquidity. By combining an EMA crossover with ATR filtering, this tool filters out weak or noisy signals and focuses on clean daily breakouts. 🧭 How it works EMA Trend Flip — Signals when the fast EMA crosses above the slow EMA with an ATR-based buffer, reducing false triggers in chop. ATR% Filter — Shows the 20-day average true range as a percentage of price to highlight assets with real movement. $ Volume Filter — Displays average daily dollar volume over the past 20 days to ensure liquidity. Days Since Long Trigger — Tracks how many trading days have passed since the last bullish flip, making it easy to find fresh momentum. 📊 Screener Columns ✅ LongSignal_1or0 — 1 if currently in a long signal 📈 ATR20_pct — 20-day ATR as a % of price 💰 ADDV20 — 20-day average daily dollar volume ⏳ DaysSinceLong — days since the last long trigger 💡 Use Cases Quickly scan for daily breakout setups Combine volatility and liquidity filters to narrow down quality tickers Catch new momentum trades early in their trend Build cleaner watchlists without manually scanning dozens of charts
Pine Script® indicator
by samgeurts
EMA 9/20 Crossover AlertThis EMA 9/20 Crossover Alert indicator is a technical tool used on price charts to detect and notify traders when the short-term 9-period Exponential Moving Average (EMA) crosses above or below the longer-term 20-period EMA. This crossover often signals potential shifts in market momentum, signaling possible buy or sell opportunities. The indicator visually plots both EMAs on the chart and creates alert conditions so traders can be promptly informed of these crossover events, aiding in timely decision-making without needing to constantly watch the chart. It is widely used in momentum and trend-following trading strategies to identify trend reversals or continuations
Pine Script® indicator
by AviramRam
EMAs 20 - 40 - 100 - 200 This script contains the 20-40-100-200 EMAs. EMA (Exponential) Best for active or short-term trading because: It adjusts more quickly to recent price changes. It allows for earlier detection of trend reversals. It is preferred by traders who trade calls and puts for a few days or weeks. Example: On 15-minute, 1-hour, or daily time frames, the 20-EMA or 40-EMA gives you early signals to open or close options. It is good for momentum trades or quick breakouts.
Pine Script® indicator
by romina_paz_
TF weekly System 1 — Weekly Trend Flip Indicator System 1 (Weekly) is a simple trend-following indicator that uses weekly EMAs with ATR filtering to highlight strong directional shifts. 📈 Uses weekly fast & slow EMAs 🧭 ATR filter removes weak or choppy signals 🟢 Bullish regime = fast EMA above slow + ATR margin 🔴 Bearish regime = fast EMA below slow − ATR margin ⚪ Neutral when neither condition is met Works on any chart timeframe, but signals are based on weekly data Ideal for position traders and longer-term swing trading 💡 Tip: Use this indicator to confirm larger trend direction and combine with lower timeframe strategies for entry timing.
Pine Script® indicator
by samgeurts
Final trend following weeklySystem 1 — Weekly Trend Flip Indicator System 1 (Weekly) is a simple trend-following indicator that uses weekly EMAs with ATR filtering to highlight strong directional shifts. 📈 Uses weekly fast & slow EMAs 🧭 ATR filter removes weak or choppy signals 🟢 Bullish regime = fast EMA above slow + ATR margin 🔴 Bearish regime = fast EMA below slow − ATR margin ⚪ Neutral when neither condition is met Works on any chart timeframe, but signals are based on weekly data Ideal for position traders and longer-term swing trading 💡 Tip: Use this indicator to confirm larger trend direction and combine with lower timeframe strategies for entry timing.
Pine Script® indicator
by samgeurts
Trend following system WeeklySystem 1 — Weekly Trend Flip Strategy System 1 (Weekly) is a trend-following strategy designed to trigger only on weekly timeframe signals. It aims to catch clean trend shifts and avoid lower-timeframe noise. Uses fast and slow EMAs with ATR filtering to detect strong weekly momentum Enters long on a bullish flip of the EMAs Exits on a bearish flip or neutral zone (optional) Ideal for position traders, swing traders, and investors who want fewer, higher-quality signals Signals are generated only on weekly candle closes 📊 Tip: This strategy works best on assets with clear medium-term trends. You can use it alongside daily or intraday systems for additional confirmation.
Pine Script® strategy
by samgeurts
Trend following system with ADR and volumeSystem 1 — Trend Flip Strategy System 1 is a simple trend-following strategy that enters on a bullish EMA flip and exits when the trend weakens or reverses. It’s built to catch clean moves and avoid chop. Uses fast and slow EMAs with ATR filtering to detect real momentum Enters long on a bullish flip Exits on a bearish flip or neutral zone (optional) Clear signals with easy-to-read entry and exit markers Great for trending markets and momentum setups Tip: Test across multiple timeframes and pair with volume or higher-timeframe confluence for stronger signals.
Pine Script® indicator
by samgeurts
Trend system🧭 System 1 – Trend Flip Strategy System 1 is a simple yet powerful EMA-based strategy designed to capture early trend flips using volatility-adjusted signals. It works best on trending markets and aims to get you positioned early in the move while avoiding chop when the market is neutral. 📊 Core Logic Uses a fast EMA and slow EMA to define market structure. Applies an ATR-based margin to filter out noise and identify true bullish or bearish momentum shifts. Generates a one-shot long entry when the market flips bullish. Closes the position either on a bearish flip or optionally on neutral signals for a cleaner exit. ⚙️ Key Features 🟢 Trend confirmation with EMA + ATR margin 🪄 One-shot entries – only enters when flat and a clean flip occurs 🚪 Configurable exits – choose to exit on trend reversal or neutrality 🧭 Clear visual cues – color-coded EMA bands and entry/exit markers 📬 Custom alert messages – ready for webhook automation or bot integration 🧠 Why It May Be Useful Great for momentum traders looking to enter early on trend shifts. ATR filtering helps avoid false signals during choppy conditions. Minimal parameters make it easy to optimize across multiple markets and timeframes. Useful for systematic strategy builders as a core trend-following module. Compatible with automation and alerts, making it suitable for both discretionary and systematic approaches. 📌 Tip: For best results, test across multiple timeframes and assets. Consider pairing with volume or higher-timeframe confluence to improve selectivity.
Pine Script® strategy
by samgeurts
Kalman Filter [DCAUT]█ Kalman Filter 📊 ORIGINALITY & INNOVATION The Kalman Filter represents an important adaptation of aerospace signal processing technology to financial market analysis. Originally developed by Rudolf E. Kalman in 1960 for navigation and guidance systems, this implementation brings the algorithm's noise reduction capabilities to price trend analysis. This implementation addresses a common challenge in technical analysis: the trade-off between smoothness and responsiveness. Traditional moving averages must choose between being smooth (with increased lag) or responsive (with increased noise). The Kalman Filter improves upon this limitation through its recursive estimation approach, which continuously balances historical trend information with current price data based on configurable noise parameters. The key advancement lies in the algorithm's adaptive weighting mechanism. Rather than applying fixed weights to historical data like conventional moving averages, the Kalman Filter dynamically adjusts its trust between the predicted trend and observed prices. This allows it to provide smoother signals during stable periods while maintaining responsiveness during genuine trend changes, helping to reduce whipsaws in ranging markets while not missing significant price movements. 📐 MATHEMATICAL FOUNDATION The Kalman Filter operates through a two-phase recursive process: Prediction Phase: The algorithm first predicts the next state based on the previous estimate: State Prediction: Estimates the next value based on current trend Error Covariance Prediction: Calculates uncertainty in the prediction Update Phase: Then updates the prediction based on new price observations: Kalman Gain Calculation: Determines the weight given to new measurements State Update: Combines prediction with observation based on calculated gain Error Covariance Update: Adjusts uncertainty estimate for next iteration Core Parameters: Process Noise (Q): Represents uncertainty in the trend model itself. Higher values indicate the trend can change more rapidly, making the filter more responsive to price changes. Measurement Noise (R): Represents uncertainty in price observations. Higher values indicate less trust in individual price points, resulting in smoother output. Kalman Gain Formula: The Kalman Gain determines how much weight to give new observations versus predictions: K = P(k|k-1) / (P(k|k-1) + R) Where: K is the Kalman Gain (0 to 1) P(k|k-1) is the predicted error covariance R is the measurement noise parameter When K approaches 1, the filter trusts new measurements more (responsive). When K approaches 0, the filter trusts its prediction more (smooth). This dynamic adjustment mechanism allows the filter to adapt to changing market conditions automatically, providing an advantage over fixed-weight moving averages. 📊 COMPREHENSIVE SIGNAL ANALYSIS Visual Trend Indication: The Kalman Filter line provides color-coded trend information: Green Line: Indicates the filter value is rising, suggesting upward price momentum Red Line: Indicates the filter value is falling, suggesting downward price momentum Gray Line: Indicates sideways movement with no clear directional bias Crossover Signals: Price-filter crossovers generate trading signals: Golden Cross: Price crosses above the Kalman Filter line, suggests potential bullish momentum development, may indicate a favorable environment for long positions, filter will naturally turn green as it adapts to price moving higher Death Cross: Price crosses below the Kalman Filter line, suggests potential bearish momentum development, may indicate consideration for position reduction or shorts, filter will naturally turn red as it adapts to price moving lower Trend Confirmation: The filter serves as a dynamic trend baseline: Price Consistently Above Filter: Confirms established uptrend Price Consistently Below Filter: Confirms established downtrend Frequent Crossovers: Suggests ranging or choppy market conditions Signal Reliability Factors: Signal quality varies based on market conditions: Higher reliability in trending markets with sustained directional moves Lower reliability in choppy, range-bound conditions with frequent reversals Parameter adjustment can help adapt to different market volatility levels 🎯 STRATEGIC APPLICATIONS Trend Following Strategy: Use the Kalman Filter as a dynamic trend baseline: Enter long positions when price crosses above the filter Enter short positions when price crosses below the filter Exit when price crosses back through the filter in the opposite direction Monitor filter slope (color) for trend strength confirmation Dynamic Support/Resistance: The filter can act as a moving support or resistance level: In uptrends: Filter often provides dynamic support for pullbacks In downtrends: Filter often provides dynamic resistance for bounces Price rejections from the filter can offer entry opportunities in trend direction Filter breaches may signal potential trend reversals Multi-Timeframe Analysis: Combine Kalman Filters across different timeframes: Higher timeframe filter identifies primary trend direction Lower timeframe filter provides precise entry and exit timing Trade only in direction of higher timeframe trend for better probability Use lower timeframe crossovers for position entry/exit within major trend Volatility-Adjusted Configuration: Adapt parameters to match market conditions: Low Volatility Markets (Forex majors, stable stocks): Use lower process noise for stability, use lower measurement noise for sensitivity Medium Volatility Markets (Most equities): Process noise default (0.05) provides balanced performance, measurement noise default (1.0) for general-purpose filtering High Volatility Markets (Cryptocurrencies, volatile stocks): Use higher process noise for responsiveness, use higher measurement noise for noise reduction Risk Management Integration: Use filter as a trailing stop-loss level in trending markets Tighten stops when price moves significantly away from filter (overextension) Wider stops in early trend formation when filter is just establishing direction Consider position sizing based on distance between price and filter 📋 DETAILED PARAMETER CONFIGURATION Source Selection: Determines which price data feeds the algorithm: OHLC4 (default): Uses average of open, high, low, close for balanced representation Close: Focuses purely on closing prices for end-of-period analysis HL2: Uses midpoint of high and low for range-based analysis HLC3: Typical price, gives more weight to closing price HLCC4: Weighted close price, emphasizes closing values Process Noise (Q) - Adaptation Speed Control: This parameter controls how quickly the filter adapts to changes: Technical Meaning: Represents uncertainty in the underlying trend model Higher values allow the estimated trend to change more rapidly Lower values assume the trend is more stable and slow-changing Practical Impact: Lower Values: Produces very smooth output with minimal noise, slower to respond to genuine trend changes, best for long-term trend identification, reduces false signals in choppy markets Medium Values: Balanced responsiveness and smoothness, suitable for swing trading applications, default (0.05) works well for most markets Higher Values: More responsive to price changes, may produce more false signals in ranging markets, better for short-term trading and day trading, captures trend changes earlier, adjust freely based on market characteristics Measurement Noise (R) - Smoothing Control: This parameter controls how much the filter trusts individual price observations: Technical Meaning: Represents uncertainty in price measurements Higher values indicate less trust in individual price points Lower values make each price observation more influential Practical Impact: Lower Values: More reactive to each price change, less smoothing with more noise in output, may produce choppy signals Medium Values: Balanced smoothing and responsiveness, default (1.0) provides general-purpose filtering Higher Values: Heavy smoothing for very noisy markets, reduces whipsaws significantly but increases lag in trend change detection, best for cryptocurrency and highly volatile assets, can use larger values for extreme smoothing Parameter Interaction: The ratio between Process Noise and Measurement Noise determines overall behavior: High Q / Low R: Very responsive, minimal smoothing Low Q / High R: Very smooth, maximum lag reduction Balanced Q and R: Middle ground for most applications Optimization Guidelines: Start with default values (Q=0.05, R=1.0) If too many false signals: Increase R or decrease Q If missing trend changes: Decrease R or increase Q Test across different market conditions before live use Consider different settings for different timeframes 📈 PERFORMANCE ANALYSIS & COMPETITIVE ADVANTAGES Comparison with Traditional Moving Averages: Versus Simple Moving Average (SMA): The Kalman Filter typically responds faster to genuine trend changes Produces smoother output than SMA of comparable length Better noise reduction in ranging markets More configurable for different market conditions Versus Exponential Moving Average (EMA): Similar responsiveness but with better noise filtering Less prone to whipsaws in choppy conditions More adaptable through dual parameter control (Q and R) Can be tuned to match or exceed EMA responsiveness while maintaining smoothness Versus Hull Moving Average (HMA): Different noise reduction approach (recursive estimation vs. weighted calculation) Kalman Filter offers more intuitive parameter adjustment Both reduce lag effectively, but through different mechanisms Kalman Filter may handle sudden volatility changes more gracefully Response Characteristics: Lag Time: Moderate and configurable through parameter adjustment Noise Reduction: Good to excellent, particularly in volatile conditions Trend Detection: Effective across multiple timeframes False Signal Rate: Typically lower than simple moving averages in ranging markets Computational Efficiency: Efficient recursive calculation suitable for real-time use Optimal Use Cases: Markets with mixed trending and ranging periods Assets with moderate to high volatility requiring noise filtering Multi-timeframe analysis requiring consistent methodology Systematic trading strategies needing reliable trend identification Situations requiring balance between responsiveness and smoothness Known Limitations: Parameters require adjustment for different market volatility levels May still produce false signals during extreme choppy conditions No single parameter set works optimally for all market conditions Requires complementary indicators for comprehensive analysis Historical performance characteristics may not persist in changing market conditions USAGE NOTES This indicator is designed for technical analysis and educational purposes. The Kalman Filter's effectiveness varies with market conditions, tending to perform better in markets with clear trending phases interrupted by consolidation. Like all technical indicators, it has limitations and should not be used as the sole basis for trading decisions, but rather as part of a comprehensive trading approach. Algorithm performance varies with market conditions, and past characteristics do not guarantee future results. Always test thoroughly with different parameter settings across various market conditions before using in live trading. No technical indicator can predict future price movements with certainty, and all trading involves risk of loss.
Pine Script® indicator
by DCAUT
EMA × MOST CrossThe EMA × MOST Cross indicator combines the Exponential Moving Average (EMA) with the Moving Stop (MOST) system to identify early trend reversals and confirm trend continuation phases. MOST acts as a dynamic trailing stop that adapts to price volatility, while EMA provides directional bias and short-term momentum confirmation. A BUY signal is generated when EMA crosses above the MOST line, indicating a possible bullish reversal or trend continuation. A SELL signal is triggered when EMA crosses below the MOST line, suggesting bearish continuation or reversal conditions. The indicator colors bars according to the EMA–MOST relationship to visually represent trend strength: 🟩 Green tones → bullish bias (EMA and price above MOST) 🟥 Red tones → bearish bias (EMA and price below MOST) 🟦 Aqua → neutral phase or transition zone How to use: Works best on trending markets and mid-term timeframes (e.g., 1h, 4h, 1D). Combine it with volume or structure-based confirmations for higher accuracy. Use the built-in parameters to fine-tune sensitivity: MOST MA length: adjusts the responsiveness of the MOST line. MOST percent: defines the offset distance of the stop bands. EMA length: defines the crossover sensitivity. Updated settings: Default MOST Length: 5 Default MOST Percent: 1.5% Concept: This script refines the traditional MOST logic by pairing it with an EMA cross mechanism, aiming to filter false reversals and improve entry timing. It’s designed for traders who prefer clear, visual cross-based trend confirmation while maintaining adjustable flexibility for different instruments.
Pine Script® indicator
by venusbtc
5
Global Risk Terminal – Multi-Asset Macro Sentiment IndicatorDescription: The Global Risk Terminal is a sophisticated macro sentiment indicator that synthesizes signals from three key cross-asset relationships to produce a single, actionable risk appetite score. It is designed to help traders and investors identify whether global markets are in a risk-on (growth-seeking) or risk-off (defensive) regime. The indicator analyzes the behavior of commodities, equities, bonds, and currencies to generate a comprehensive view of market conditions. Indicator Output: The Global Risk Terminal produces a normalized risk score ranging from -1 to +1: Positive values indicate risk-on conditions (growth assets favored) Negative values indicate risk-off conditions (safe-haven assets favored) Core Components: Growth Pulse (Copper to Gold Ratio, HG/GC) Purpose: Measures investor preference for industrial growth versus safe-haven assets. Interpretation: Rising ratio → Copper outperforming gold → Risk-on environment Falling ratio → Gold outperforming copper → Risk-off environment Flat ratio → Transitional market phase Technical Implementation: Dual moving average slope method (fast MA default 20, slow MA default 40). Positive slope = +1, negative slope = -1, flat slope = 0 Equity Rotation (Russell 2000 to S&P 500 Ratio, RTY/ES) Purpose: Tracks rotation between small-cap and large-cap equities, revealing market risk appetite. Interpretation: Rising ratio → Small-caps outperforming → Strong risk-on Falling ratio → Large-caps outperforming → Defensive positioning Technical Implementation: Dual moving average slope method (same as Growth Pulse) Flow Gauge (10-Year Treasury to US Dollar Index, ZN/DXY) Purpose: Captures liquidity conditions and cross-asset capital flows. Interpretation: Rising ratio → Treasury prices rising or USD weakening → Liquidity expansion, risk-on environment Falling ratio → Treasury prices falling or USD strengthening → Liquidity contraction, risk-off environment Technical Implementation: Dual moving average slope method Composite Risk Score Calculation: Analyze each component for trend using dual moving averages Assign signal values: +1 (risk-on), -1 (risk-off), 0 (neutral) Average the three signals: Risk Score = (Growth Pulse + Equity Rotation + Flow Gauge) / 3 Optional smoothing with exponential moving average (default 3 periods) to reduce noise Interpreting the Risk Score: +0.66 to +1.0: Full risk-on – favor cyclical sectors, small-caps, growth strategies +0.33 to +0.66: Moderate risk-on – mostly bullish environment, watch for fading momentum -0.33 to +0.33: Neutral/transition – markets in flux, signals mixed, exercise caution -0.66 to -0.33: Cautious risk-off – favor defensive sectors, reduce high-beta exposure -1.0 to -0.66: Full risk-off – strong defensive positioning, prioritize safe-haven assets How to Use the Global Risk Terminal to Frame Trades: Aligning Trades with Market Regime Risk-On (+0.33 and above): Look for buying opportunities in cyclical stocks, high-beta equities, commodities, and emerging markets. Use long entries for swing trades or intraday positions, following confirmed price action. Risk-Off (-0.33 and below): Shift focus to defensive sectors, large-cap quality stocks, U.S. Treasuries, and safe-haven currencies. Prefer short entries or reduced exposure in risky assets. Entry and Exit Framing Use the risk score as a macro filter before executing trades: Example: The risk score is +0.7 (strong risk-on). Prefer long positions in equities or commodities that are showing bullish confirmation on your regular chart. Conversely, if the risk score is -0.7 (strong risk-off), avoid aggressive longs and consider short or defensive trades. Watch for threshold crossings (+/-0.33, +/-0.66) as potential inflection points for adjusting position size, stop-loss levels, or sector rotation. Confirming Trade Decisions Combine the Global Risk Terminal with price action, volume, and trend indicators: If equities rally but the risk score is declining, this may indicate a fragile rally driven by few leaders—trade cautiously. If equities fall but the risk score is rising, consider counter-trend entries or buying dips. Risk Management and Position Sizing Strong alignment across components → increase position size and hold with wider stops Mixed or neutral signals → reduce exposure, tighten stops, or avoid new trades Defensive regimes → rotate into stable, low-volatility assets and increase cash buffer Framing Trades Across Timeframes Use the indicator as a strategic guide rather than a precise timing tool. Even without the MTF table: Daily trend alignment → Guide swing trade bias Shorter timeframe price action → Refine entry points and stop placement Example: Daily chart shows +0.6 risk score → identify high-probability long setups using intraday technical patterns (breakouts, trend continuation). Sector and Asset Rotation Risk-On: Focus on cyclical sectors (financials, industrials, materials, energy), small-caps, high-beta instruments Risk-Off: Focus on defensive sectors (utilities, consumer staples, healthcare), large-caps, safe-haven instruments Alert Integration Set alerts on the risk score to notify you when markets move from neutral to risk-on or risk-off regimes. Use these alerts to plan entries, exits, or portfolio adjustments in advance. Customization Options: Moving Average Length (5–100): Adjust sensitivity of trend detection Score Smoothing (1–10): Reduce noise or see raw risk score Visual Themes: Six preset themes (Cyber, Ocean, Sunset, Monochrome, Matrix, Custom) Display Options: Show or hide component dashboards, main header, risk level lines, gradient fill, and component signals Label Size: Tiny, Small, Normal, Large Alert Conditions: Risk score crosses above +0.66 → Strong risk-on Risk score crosses below -0.66 → Strong risk-off Risk score crosses zero → Neutral line Risk score crosses above +0.33 → Moderate risk-on Risk score crosses below -0.33 → Moderate risk-off Data Sources: HG1! – Copper Futures (COMEX) GC1! – Gold Futures (COMEX) RTY1! – Russell 2000 E-mini Futures (CME) ES1! – S&P 500 E-mini Futures (CME) ZN1! – 10-Year U.S. Treasury Note Futures (CBOT) DXY – U.S. Dollar Index (ICE) Notes and Limitations: Works best during clear macro regimes and aligned trends Use with price action, volume, and other technical tools Not a standalone trading system; serves as a macro context filter Equal weighting assumes all three components are equally important, but market conditions may vary Past performance does not guarantee future results Conclusion: The Global Risk Terminal consolidates complex cross-asset signals into a simple, actionable score that informs market regime, portfolio positioning, sector rotation, and trading decisions. Its user-friendly layout and extensive customization options make it suitable for traders of all experience levels seeking macro-driven insights. By framing trades around risk score thresholds and combining macro context with tactical execution, traders can identify higher-probability opportunities and optimize position sizing, entries, and exits across a wide range of market conditions.
Pine Script® indicator
by joeljohnrussell
Daily/Weekly EMAs on Lower TimeframesThis indicator allows traders to view Daily and Weekly EMAs (Exponential Moving Averages) directly on lower timeframes such as 1m, 5m, 15m, or 1h charts — providing a higher timeframe perspective without switching charts. The script includes individual checkboxes for each EMA length — 5, 8, 9, 21, 50, and 200 — organized into two clear sections: 🟢 Daily EMAs 🔵 Weekly EMAs You can selectively enable or disable any EMA to match your trading style and reduce chart clutter. Each EMA is color-coded for clarity and consistency: 5 EMA: Green 8 EMA: Blue 9 EMA: Blue 21 EMA: Orange 50 EMA: Purple 200 EMA: Red Weekly EMAs appear slightly transparent to distinguish them from daily ones. This makes it easy to visualize higher timeframe trend direction, confluence zones, and dynamic support/resistance levels while trading intraday. 💡 Key Features View Daily and Weekly EMAs on smaller timeframes. Individual checkbox toggles for all 6 EMA lengths. Separate sections for Daily and Weekly EMAs. Color-coded lines for easy visual recognition. Works seamlessly on any symbol or timeframe below Daily.
Pine Script® indicator
by pavankjadda
2
Moving Average Ribbon AZlyMoving Average Ribbon AZly The Moving Average Ribbon AZly is a flexible trend-following indicator that visualizes market direction, strength, and transition phases using multiple customizable moving averages. It helps traders instantly identify when short-, medium-, and long-term trends align or diverge. 🔧 How it works Up to six moving averages can be plotted, each with its own: Type (SMA, EMA, SMMA, WMA, VWMA, or HMA) Length, color, and width Custom source input The script also adds adaptive color fills between key pairs: MA1–MA2: short-term momentum MA4–MA5: mid-term bias MA5–MA6: long-term trend Bullish alignment paints green or blue ribbons, while bearish alignment turns them red or pink. The wider the ribbon, the stronger the trend separation. 💡 Why it’s better Unlike typical ribbon indicators, this version offers full per-line customization, adaptive color fills, and a clean, high-contrast design that makes trend shifts instantly recognizable . It’s optimized for clarity, flexibility, and smooth performance on any market or timeframe. 🎯 Trading ideas Trend confirmation: Trade only in the direction of the ribbon (green for long, red for short). Early reversals: Watch for the fastest MAs (MA1–MA2) crossing the mid-term pair (MA4–MA5) as early signals of a trend shift. Momentum compression: When the ribbon narrows or colors alternate rapidly, it signals consolidation or potential breakout zones. Pullback entries: Enter trades when price bounces off the outer ribbon layer in the direction of the dominant trend. Multi-timeframe use: Combine with a higher timeframe ribbon to confirm overall market bias. 📊 Recommended use Works on all markets and timeframes. Ideal for trend-following, swing trading, and visual confirmation of price structure.
Pine Script® indicator
by YunakAZly
Key-Levels - D/W/M High-Low + Fib + MA🧭 Key-Levels – D/W/M High-Low + Fibonacci + Moving Averages A complete multi-timeframe analysis toolkit that combines Daily, Weekly, and Monthly high/low levels, Fibonacci retracements, and customizable moving averages — all in one clean, efficient display. Ideal for traders who want to identify key reaction zones, retracement levels, and trend alignment across multiple timeframes. 🔹 Features 1. Prior High/Low Levels Plots Daily (PDH/PDL), Weekly (PWH/PWL), and Monthly (PMH/PML) key levels Adjustable colors, styles (Solid / Dashed / Dotted), and line widths Optional midline display for each timeframe Displays live labels with price values and % difference from current close Extend lines rightward to project future price interactions 2. Fibonacci Retracement Auto-detects swing highs/lows using configurable pivot lengths Smart pivot logic prioritizes major swings based on % span Auto-orients retracements depending on trend direction Customizable visibility and color for each Fibonacci level Supports 0.236 → 1.618 levels, with optional auto-extension in uptrend scenarios Displays ratio + price for each level label 3. Pivot Labels Optionally show pivot high/low labels with customizable text and background colors Independent control of left/right length and label style 4. Moving Averages Up to three customizable MAs (default: 8 EMA, 21 EMA, 50 SMA) Choose between EMA or SMA for each Toggle individual or all moving averages Adjustable lengths, colors, and line widths 5. Alerts Built-in alert condition for price crossing a user-defined level Clean alert message format with ticker symbol and live price ⚙️ Customization Flexible style controls for lines, labels, and colors Adjustable right-extension length for projecting levels Font size and visibility toggles for all elements Smart grouping for intuitive settings management 📈 Ideal For Identifying key reversal or breakout zones Spotting Fibonacci confluence between retracements and prior highs/lows Tracking trend structure via multi-timeframe MAs Swing traders, intraday traders, and technical analysts 💡 Summary Key-Levels – D/W/M High-Low + Fib + MA is a professional-grade indicator designed to simplify complex multi-timeframe analysis. It helps you see the bigger picture, find actionable zones, and trade with confidence. 🧩 Compatible with any market and timeframe.
Pine Script® indicator
by Avi_Indicators
EMA Trend Buy sell strategyThis strategy is built to help investors get into a trend safely and smartly — without rushing and without getting in and out too often. When to Buy: First Signal – Small Step In (50% Buy) When the short-term trend (EMA 18) turns positive and goes above the medium trend (EMA 33), 👉 we buy half of our planned position. This is an early warning that a new upward trend might be starting. Second Signal – Full Confidence (Buy other 50%) If the medium-term trend (EMA 33) also crosses above the long-term (EMA 50), 👉 we buy the other half of the position. Now we’re more confident that the trend is real. When to Sell: First Warning – Reduce Position (Sell 50%) If EMA 33 falls below EMA 50, 👉 we sell half of the position to reduce risk. Trend Reversal – Exit Completely (Sell the rest) If EMA 18 also falls below EMA 33, 👉 we sell the remaining half and leave the trade fully. Why This Strategy? 📉 We don’t jump in all at once. → We wait for confirmation before going full in. ⏳ We stay in the trade as long as the trend is healthy. → No overtrading or reacting to small moves. 📊 We get out slowly, not suddenly. → This helps protect profits and avoid emotional decisions.
Pine Script® strategy
by BULLBEARFL
Просто и ясноThis indicator is a comprehensive trading tool that combines multiple moving averages (MA) and volume profile analysis. Here’s a brief overview of its main components: Moving Averages System The indicator displays several types of moving averages with customizable parameters: Primary MA System: Two main MAs (MA1 and MA2) with selectable types (SMA, EMA, WMA, VWMA, RMA, HMA) Customizable lengths for both MAs MA1 is plotted in blue, MA2 in red Global Trend MA: A long-term MA (green line) for trend identification An additional multiplier line (purple) for support/resistance levels Additional EMAs: Multiple EMAs with different periods (from 5 to 150 periods) Dynamic color coding (green/red) based on direction Two key EMAs (35 and 90 periods) plotted in yellow Volume Profile Analysis The indicator includes a volume profile component that: Analyzes price distribution over a specified number of bars Displays volume-based histograms showing: Buy volume (blue bars) Sell volume (red bars) Point of Control (PoC) area Plots top and bottom range lines Key Features Customizable Parameters: MA types and lengths Volume profile settings Visual appearance Overlays: All elements are plotted on the price chart Multiple MA lines for trend analysis Volume histograms for market depth analysis Practical Use: Trend identification using MA crossovers Support/resistance levels from MA lines Volume analysis for market sentiment Potential reversal zones based on volume distribution The indicator is designed for both trend following and reversal trading strategies, providing a combination of trend analysis tools and volume-based market structure insights. Это комплексный индикатор для технического анализа, который объединяет несколько инструментов: Скользящие средние (MA) разных типов (SMA, EMA, WMA, VWMA, RMA, HMA) с настраиваемыми периодами Основная система из двух MA (синяя и красная линии) для определения трендов Глобальная MA (зелёная линия) для анализа долгосрочного тренда Дополнительные EMA с динамической раскраской (зелёный/красный) Профиль объёма с гистограммами покупок (синие) и продаж (красные) Индикатор помогает: Определять тренды через пересечения MA Находить уровни поддержки/сопротивления Анализировать рыночный объём Оценивать настроения участников рынка Инструмент подходит как для внутридневной торговли, так и для долгосрочного анализа. Все элементы отображаются прямо на графике цены.
Pine Script® indicator
by vslvnvch
WHANG EMA-MACD🔥 Smart EMA14 x EMA70 + MACD Trend Alert System Description: Tired of chasing false signals? This simple but powerful indicator helps you catch real trend moves — not the noise. When EMA14 crosses EMA70 with MACD confirmation, and both EMAs point the same way, you’ll get a clean Buy or Sell alert right on your chart. No messy settings, no guessing — just clear signals in strong trends. ✨ Features: 🔔 Real-time alerts via “Any alert() function call” 🟢 Buy when EMA14 crosses above EMA70 + MACD > 0 🔴 Sell when EMA14 crosses below EMA70 + MACD < 0 📈 Trades only when both EMAs slope in the same direction ⚙️ Customizable inputs for any market or timeframe How to use: Add the indicator to your chart Create an alert → choose Any alert() function call Relax and wait for your signals — no need to watch every candle! Perfect for traders who want to follow the trend, avoid sideways traps, and get early alerts when momentum kicks in 🚀
Pine Script® indicator
by forex4ku