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指标和策略

Normalized Volume Z-Score The Normalized Volume Z-Score indicator measures how unusual the current trading volume is compared to its recent history. It calculates the z-score of volume over a user-defined lookback period (default: 50 bars), optionally using log-volume normalization. A z-score tells you how many standard deviations today’s volume is away from its mean: Z = 0 → volume is at its average. Z > 0 → volume is higher than average. Z < 0 → volume is lower than average. Threshold lines (±2 by default) highlight extreme deviations, which often signal unusual market activity. How to Trade with It High positive Z-score (> +2): Indicates abnormally high volume. This often happens during breakouts, strong trend continuations, or capitulation events. → Traders may look for confirmation from price action (e.g., breakout candle, strong trend bar) before entering a trade. High negative Z-score (< –2): Indicates unusually low volume. This may signal lack of interest, consolidation, or exhaustion. → Traders may avoid entering new positions during these periods or expect potential reversals once volume returns. Cross back inside thresholds: When z-score returns inside ±2 after an extreme spike, it may suggest that the abnormal activity has cooled down. Tips Works best when combined with price structure (support/resistance, demand/supply zones). Can be applied to crypto, stocks, forex, futures – anywhere volume is meaningful. Log normalization helps reduce distortion when some days have extremely large volumes.
Pine Script®指标
由hasanaksoy199264提供
KeyLevel - AOCKeyLevel - AOC ✨ Features📈 Session Levels: Tracks high, low, and open prices for Asian, London, and New York sessions.📅 Multi-Timeframe Levels: Plots previous day, week, month, quarter, and yearly open/high/low levels.⚙️ Preset Modes: Choose Scalp, Intraday, or Swing presets for tailored level displays.🎨 Customizable Visuals: Adjust colors, line styles, and label abbreviations for clarity.🖼️ Legend Table: Displays a color-coded legend for quick reference to session and period levels.🔧 Flexible Settings: Enable/disable specific sessions or levels and customize UTC offsets. 🛠️ How to Use Add to Chart: Apply the "KeyLevel - AOC" indicator on TradingView. Configure Inputs: Preset: Select Scalp, Intraday, or Swing, or use custom settings. Session Levels: Toggle Asian, London, NY sessions and their open/high/low lines. Period Levels: Enable/disable previous day, week, month, quarter, or yearly levels. Visuals: Adjust colors, line widths, and label abbreviations. Legend: Show/hide the legend table for level identification. Analyze: Monitor key levels for support/resistance and session-based price action. Track Trends: Use levels to identify breakouts, reversals, or consolidation zones. 🎯 Why Use It? Dynamic Levels: Tracks critical price levels across multiple timeframes for comprehensive analysis. Session Focus: Highlights key session price points for intraday trading strategies. Customizable: Tailor displayed levels and visuals to match your trading style. User-Friendly: Clear lines, labels, and legend table simplify price level tracking. 📝 Notes Ensure timeframe compatibility (e.g., avoid daily charts for session levels). Use M5 or higher timeframes for accurate session tracking; some levels disabled on M5. Combine with indicators like RSI or MACD for enhanced trading signals. Adjust UTC offset if session times misalign with your broker’s timezone.
Pine Script®指标
由AlchimistOfCrypto提供
RSI Dual Smoothed MAs + Trend color+ Alerts + MTFFeatures Implemented: RSI with selectable source (OHLC/HL2/HLC3/OHLC4). timeframe dropdown (tf) so you can select 1m, 3m, 5m, 15m, 30m, 1h, 3h, 4h, 1D, 1W, 1M Two customizable MAs with selectable type (SMA, EMA, WMA, RMA, VWMA). MA slope-based coloring (green = rising, red = falling, gray = flat). Background shading (green = bullish, red = bearish). Alerts for: Bullish MA crossover Bearish MA crossover RSI Overbought (>70) RSI Oversold (<30)
Pine Script®指标
由sdixitanalysis提供
RSI OB/OSRSI OB/OS Signals indicator The RSI OB/OS Signals indicator is an analysis and training tool that uses simple statistical learning (rolling correlations and z-scoring) to produce a smoothed, adaptive RSI weighting and signal line intended to highlight probable short-term RSI movements. The script does not attempt black-box machine-learning model export instead, it uses transparent building blocks — returns, RSI, ATR percentage, volume change (log), and raw volume — as predictors to estimate the likely next-bar RSI, then converts that estimate into a bounded “weight” and a smoothed signal line. The objective is educational: show how simple correlation-based weighting of standardized features can serve as an RSI augmentation and help traders identify higher-probability bullish or bearish RSI cross conditions, while making all internal reasoning visible and explainable. At its core the indicator performs three conceptual steps each bar: first it computes a set of per-bar features aligned to the target (prior bar RSI) — specifically prior-bar log returns, prior-bar RSI, ATR as percent of price, the log change in volume and the prior-bar raw volume. Second it standardizes these predictors through rolling z-scoring and computes rolling Pearson correlations between each standardized predictor and the target RSI over a user-configurable learning window. These correlations act as signed linear weights: predictors with higher absolute correlation are treated as more informative for that window. Third it forms a linear prediction by summing correlation × z(feature) across the top correlated predictors, then maps that standardized prediction back to RSI scale using the rolling mean and standard deviation of the target. The mapped prediction is finally converted to a bounded “rsiWeight,” smoothed by a signal moving average, and used to produce bullish/bearish events on crossovers of preconfigured thresholds. VWAP, buy/sell volume breakdown and simple tracking of the price move since the last signal are also displayed to help traders interpret the quality of signals. The components are chosen for clear, complementary roles rather than as a random mashup. Prior-bar RSI embodies short-term momentum and is the natural prediction target. Log returns add price-direction information; ATR percent encodes the intrabar volatility regime (helpful because RSI behaviour differs in high vs low volatility); the volume log-change and raw volume provide a participation signal indicating whether structural moves are supported by real activity. Standardizing predictors and using rolling correlations lets the script adapt its emphasis to the current regime: when volume changes correlate strongly with subsequent RSI moves, the algorithm will weight that predictor more heavily; when returns correlate more, weight shifts accordingly. Because the method is linear, transparent and computed on rolling windows you can reproduce and reason about the weight changes — a key requirement for educational clarity and TradingView compliance. How to read and use the indicator practically: treat the smoothed rsiWeight line (ma_rsi) and its threshold crossings as an RSI-augmentation alert — not as a standalone automated buy/sell system. A practical workflow is: first inspect the dashboard and confirm the underlying drivers (which predictors show strong z-scores and which had high rolling correlation in the learning window); second check VWAP position and volume split to ensure that the price move is supported; third only consider signals that coincide with your higher-timeframe bias or structural support/resistance. For example, a bullish crossover (ma_rsi crossing above −0.5) that occurs while VWAP is below price, buy volume share is elevated, and ATR is moderate is a higher-quality setup than the same crossing on thin volume and extreme ATR. Use ATR or recent swing structure for stop placement and predefine risk per trade. Because the indicator tracks max points since the last signal, you can also use that metric as a simple intraday performance monitor. Parameter tuning guidance: the learning window (learnLen) controls how quickly the correlation weights adapt; a short window (e.g., 10–20) makes the predictor weights responsive to regime shifts but also noisier; a longer window (e.g., 40–80) smooths weights and emphasizes longer-term relationships. The rsiLen (target RSI length) should match your intended horizon — 14 is standard and balances responsiveness and smoothness. sigLen controls the smoothing of the predicted RSI weight: lower values make the signal line more reactive (useful for scalping), higher values produce smoother signals (useful for swing trades). For low-liquidity instruments increase learnLen and sigLen to reduce false alarms; for high-speed intra-day work shorten them. Volume heuristics (volume thresholds) are instrument dependent — calibrate volume formatting and volumetric thresholds for equities versus futures or crypto. Limitations and failure modes are explicit and important: the feature-selection approach is linear and based on Pearson correlation — it cannot capture nonlinear dependencies or temporal lags beyond the single lag studied, so it may miss relationships that require higher-order features. The volume split used (close>open vs closeopen vs close
Pine Script®指标
由aiTrendview-Charting-System提供
RSI MA Cross + Divergence Signal (fixed)🔹 Core Logic RSI + Moving Average The script calculates a standard RSI (default 14). It then overlays a moving average (SMA/EMA/WMA, default 9). When RSI crosses above its MA → bullish momentum. When RSI crosses below its MA → bearish momentum. Divergence Filter Signals are only valid if there’s confirmed divergence: Bullish divergence: Price makes a lower low, RSI makes a higher low. Bearish divergence: Price makes a higher high, RSI makes a lower high. Overbought / Oversold Filter Optional extra: Bullish signals only valid if RSI ≤ 30 (oversold). Bearish signals only valid if RSI ≥ 70 (overbought). This ensures signals happen in “stretched” conditions. Risk & Trade Management Entries taken only when all conditions align. Exits can be managed with ATR stops, partial take-profits, breakeven moves, and trailing stops (we coded these in the strategy version). Cooldown, session filters, and daily loss guard to keep risk tight. 🔹 Strengths ✅ High selectivity: Combining RSI cross + divergence + OB/OS means signals are rare but higher quality. ✅ Great at catching reversals: Divergence highlights where price may be running out of steam. ✅ Risk management baked in: ATR stops + partial exits smooth out equity curve. ✅ Works across markets: ES, FX, crypto — anywhere RSI divergences are respected. ✅ Flexible: You can loosen/tighten filters depending on aggressiveness. 🔹 Weaknesses ❌ Lag from pivots: Divergence only confirms after a few bars → you enter late sometimes. ❌ Choppy in ranges: In sideways markets, RSI divergences appear often and whipsaw. ❌ Filters reduce signals: With all filters ON (divergence + OB/OS + trend + session), signals can be very rare — may under-trade. ❌ Not standalone: Needs higher-timeframe context (trend, liquidity pools) to avoid counter-trend entries. 🔹 Best Ways to Trade It Use Higher Timeframe Bias Run the strategy on 15m/1H, but only trade in direction of higher timeframe trend (e.g., 4H EMA). Example: If daily is bullish → only take bullish divergences. Pair With Structure Look for signals at key zones: HTF support/resistance, VWAP, or FVGs. Divergence + RSI cross inside an FVG is a strong entry trigger. Adjust OB/OS for Volatility For crypto/FX: use 35/65 instead of 30/70 (markets trend harder). For ES/S&P: 30/70 works fine. Risk Management Is King Use partial exits: take profit at 1R, trail rest. Size by % of equity (we coded this into the strategy). Avoid News Spikes Divergences break down around CPI, NFP, Fed announcements — stay flat. 🔹 When It Shines Trending markets that make extended pushes → clean divergences. Reversal zones (oversold → bullish bounce, overbought → bearish fade). Swing trading (15m–4H) — less noise than 1m/5m scalping. 🔹 When to Avoid Low volatility chop → lots of false divergences. During high-impact news → RSI swings wildly. In strong one-way trends without pullbacks — divergence keeps calling tops/bottoms too early. ✅ Summary: This is a reversal-focused RSI divergence strategy with strict filters. It’s powerful when combined with higher-timeframe bias + structure confluence, but weak if traded blindly in choppy or news-driven conditions. Best to treat it as a precision entry trigger, not a full system — layer it on top of your FVG/ORB framework for maximum edge.
Pine Script®指标
由noxum提供
Rolling Range Bands by tvigRolling Range Bands Plots two dynamic price envelopes that track the highest and lowest prices over a Short and Long lookback. Use them to see near-term vs. broader market structure, evolving support/resistance, and volatility changes at a glance. What it shows • Short Bands: recent trading range (fast, more reactive). • Long Bands: broader range (slow, structural). • Optional step-line style and shaded zones for clarity. • Option to use completed bar values to avoid intrabar jitter (no repaint). How to read • Price pressing the short high while the long band rises → short-term momentum in a larger uptrend. • Price riding the short low inside a falling long band → weakness with trend alignment. • Band squeeze (narrowing) → compression; watch for breakout. • Band expansion (widening) → rising volatility; expect larger swings. • Repeated touches/rejections of long bands → potential areas of support/resistance. Inputs • Short Window, Long Window (bars) • Use Close only (vs. High/Low) • Use completed bar values (stability) • Step-line style and Band shading Tips • Works on any symbol/timeframe; tune windows to your market. • For consistent scaling, pin the indicator to the same right price scale as the chart. Not financial advice; combine with trend/volume/RSI or your system for entries/exits.
Pine Script®指标
由ludwigcs提供
VIDYA with trend centered SDs with Chandelier Exit By KidevThis multi-tool overlay combines adaptive averaging, volatility envelopes, and structural swing detection into a single, configurable indicator. Features • Selectable MA75 — choose SMA / EMA / WMA / VWMA / HMA as the 75-length baseline. • MA Trend Mode — optional up/side/down regime coloring driven by MA slope (configurable colors). • VIDYA (Variable Index Dynamic Average) — adaptive moving average with cross (C>V / CV / C
Pine Script®指标
由kidevswamynathan提供
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Volume Delta [Vu]The volume profile indicator is a technical analysis tool that visualizes trading activity at different price levels, rather than by time, on a price chart. It uses a horizontal histogram to show where high volumes of trades occurred, allowing traders to identify key price levels such as support and resistance, and to understand market sentiment. Key features include the Point of Control (POC), the price with the highest volume, and the Value Area, a range containing a significant portion of total trading
Pine Script®指标
由ha06134提供
Pin Bar (Body in Half Candle)Pine Script: Relaxed PIN Bar Detection This indicator highlights PIN Bars with slightly relaxed conditions, designed for better usability in real-market intraday trend and pullback scenarios. Detection Criteria: Body ≤ 38% of total candle size → Standard is ~33%; relaxed to 38% to include more usable patterns. Wick ≥ 1.7 × body size → Standard is 2.0×; relaxed to 1.7× to capture slightly imperfect but meaningful rejection candles.
Pine Script®指标
由CC_Zhao提供
CryptoThunder Storm v1.21CryptoThunder Storm v1.21 — Strategy (non-repainting, HTF-aware) CryptoThunder Storm is a Pine v6 strategy that trades the cross of two moving-average variants computed on an alternate (higher) timeframe derived from your current chart. It’s built to be non-repainting by evaluating signals only at HTF bar boundaries and by avoiding lookahead. The script can trade LONG, SHORT, BOTH, or be disabled, and it includes a one-click invert Long/Short mode. How it works Two MA streams (Open/Close series). You can choose from multiple MA types (SMA/EMA/DEMA/TEMA/WMA/VWMA/SMMA/Hull/LSMA/ALMA/SSMA/TMA). The script computes: closeSeries – MA of the (possibly delayed) close openSeries – MA of the (possibly delayed) open Alternate Resolution (HTF). The inputs allow you to multiply your current chart’s timeframe (e.g., on 5m with multiplier 3 → HTF = 15m). Both series are requested via request.security() with lookahead_off. Non-repainting gating. Signals are evaluated once per HTF bar (htfClosed gate). This ensures entries/alerts are aligned with HTF boundaries and prevents forward-shifting. Entry logic. Long when closeSeriesAlt crosses above openSeriesAlt. Short when closeSeriesAlt crosses below openSeriesAlt. Invert mode swaps these actions (a former long signal opens a short, and vice versa). Orders are processed on bar close (process_orders_on_close=true). Risk management (optional). Optional initial TP/SL exits via strategy.exit() (ticks/points). Set 0 to disable. Visuals. The script colors bars (optional) and plots the two HTF series with a filled band, plus compact UP/DN/CL markers that match the executed side after inversion/filtering. Inputs & configuration Use Alternate Resolution? Turns the HTF logic on/off. When off, the strategy uses the chart timeframe. Multiplier for Alternate Resolution Multiplies the current timeframe to form the HTF (e.g., 3×). MA Type / Period / Offsets MA Type — choose from 12 variants. MA Period — core length. Offset for LSMA / Sigma for ALMA — MA-specific tuning. Offset for ALMA — center of mass for ALMA. Delay Open/Close MA — shifts the source back by n bars for a more conservative (non-peek) calculation. Keep at 0 unless you know you want extra delay. Show coloured Bars to indicate Trend? Colors bars relative to HTF band. What trades should be taken: LONG / SHORT / BOTH / NONE Filters which sides are actually traded. Invert Long/Short logic? Swaps long ↔ short everywhere (orders, markers, JSON alerts). Backtest window (Number of Bars for Back Testing) Crude limiter to speed up testing. 0 = test full history. TP/SL (Initial Stop Loss / Target Profit Points) Values in ticks/points. 0 disables. They apply to both sides via strategy.exit(). Alert options Turn on alerts (JSON) Show alert marks (UP/DOWN/CLOSE) Send CLOSE alerts (toggle) The strategy fires alert() internally. Create an alert on “Any alert() function call”. The payload is a simple JSON string:{ "text":"C98USDT.P UP"} Messages: UP — a long entry was executed (or, with Invert on: the inverted long signal that opens a long). DOWN — a short entry executed. CLOSE — position closed or flipped. Tip: If you want to route long/short to different webhooks, parse the text field for UP, DOWN, or CLOSE Plotting & markers Band: Fills between the two HTF MA lines. Bar color (optional): Quick visual trend cue. Markers: ▲ “UP” below bar when a long executes. ▼ “DN” above bar when a short executes. ✖ “CL” on position close/flip. These reflect the final executed side, after trade filters and after Invert mode Best practices & notes Non-repainting design. request.security(..., lookahead_off) prevents future data leakage. Signals are gated to HTF bar boundaries, so you won’t get intra-HTF recalculations. Strategy orders are processed at bar close. Choosing the multiplier. A 2×–4× multiplier often balances responsiveness vs stability (e.g., 5m→15m or 20m). Larger multipliers reduce churn and false signals. TP/SL units. Values are in ticks/points of the chart symbol. On crypto, check your instrument’s tick size and adjust accordingly. Trade filters apply after inversion. With invertLS = true and tradeType = LONG, only final longs (post-inversion) are allowed. Strategy vs chart counts. The Tester reports closed trades; your chart shows entries/markers including the latest open trade. This can explain 8 vs 12 discrepancies over short windows. Performance. calc_on_every_tick=false and the backtest limiter keep the script responsive on long histories. Tips: user on mid-volume crypto pair, 1M chart, best MA is: SMMA, Hull, SSMA, DEMA, TEMA. This strategy is for research and education. Markets carry risk; past performance doesn’t guarantee future results. Always forward-test on paper and validate your exchange execution, tick size, and fees before deploying live.
Pine Script®策略
由pioko62349提供
PAZ+EMA+Momentum+RSI — Karar Paneli (AL/SAT/BEKLE)This Pine Script indicator combines price action (BoS/CHoCH proxy), EMA trend filtering (EMA50–EMA200), momentum signals (EWO and/or MACD histogram), and RSI conditions to analyze market direction and strength; when all criteria align it generates an “AL” (BUY) or “SAT” (SELL) signal, otherwise it outputs “BEKLE” (WAIT), with the decision visualized through background color, a confirmation table, and optionally triggers automated alerts for BUY/SELL signals.
Pine Script®指标
由NizamettinGOZEL提供
Alpha Trend IndicatorThe Alpha Trend Indicator is a custom-built trend-following tool designed to help traders identify market direction, trend strength, and potential reversal points with high accuracy. It combines multiple technical concepts—ATR (Average True Range), CCI (Commodity Channel Index), and either MFI (Money Flow Index) or RSI (Relative Strength Index)—to create a dynamic trend detection system. 🔑 Key Features: Adaptive Trend Line – Uses ATR and CCI logic (similar to Trend Magic) to plot an Alpha Trend line that adjusts to volatility. MFI / RSI Flexibility – Option to switch between MFI (volume-based momentum) or RSI (price-based momentum) for more tailored analysis. Alpha Trend Offset – Plots a 2-bar shifted reference line to detect changes in price momentum. Buy & Sell Signals – Automatically detects bullish and bearish crossovers between Alpha Trend and its offset line, marking potential entries and exits. Visual Trend Zones – Fills the space between Alpha Trend and its offset with green (bullish) or red (bearish) highlights, making trend direction easy to see at a glance. Alerts – Built-in alert conditions for Buy and Sell signals so traders never miss an opportunity. 📊 How It Works: Trend Detection – When CCI > 0, the Alpha Trend line is set below recent lows minus volatility (ATR). When CCI < 0, it shifts above recent highs plus volatility. Momentum Confirmation – MFI/RSI adds an extra confirmation layer to avoid false signals. Trading Signals – Buy Signal: When Alpha Trend crosses above its offset line. Sell Signal: When Alpha Trend crosses below its offset line. ⚡ Best Use: Works on all timeframes (scalping, swing trading, long-term analysis). Suitable for Forex, Crypto, Stocks, and Commodities. Can be combined with support/resistance or volume analysis for even stronger setups.
Pine Script®指标
由Jaxon007提供