Bollinger Bands Forecast with Signals (Zeiierman)█ Overview
Bollinger Bands Forecast with Signals (Zeiierman) extends classic Bollinger Bands into a forward-looking framework. Instead of only showing where volatility has been, it projects where the basis (midline) and band width are likely to drift next, based on recent trend and volatility behavior.
The projection is built from the measured slopes of the Bollinger basis, the standard deviation (or ATR, depending on the mode), and a volatility “breathing” component. On top of that, the script includes an optional projected price path that can be blended with a deterministic random walk, plus rejection signals to highlight failed band breaks.
█ How It Works
⚪ Bollinger Core
The script first computes standard Bollinger Bands using the selected Source, Length, and Multiplier:
Basis = SMA(Source, Length)
Band width = Multiplier × StDev(Source, Length)
Upper/Lower = Basis ± Width
This remains the “live” (non-forecast) structure on the chart.
⚪ Trend & Volatility Slope Estimation
To project forward, the indicator measures directional drift and volatility drift using linear regression differences:
Basis slope from the Bollinger basis
StDev slope from the Bollinger deviation
ATR slope for ATR-based projection mode
These slopes drive the forecast bands forward, reflecting the market’s recent directional and volatility regime.
⚪ Projection Engine (Forecast Bands)
At the last bar, the indicator draws projected basis, upper, and lower lines out to Forecast Bars. The projected basis can be:
Trend (straight linear projection)
Curved (ease-in/out transition toward projected endpoints)
Smoothed (extra smoothing on projected basis/width)
⚪ Price Path Projection + Optional Random Walk
In addition to projecting the bands, the script can draw a price forecast path made of a small number of zigzag swings.
Each swing targets a point offset from the projected basis by a multiple of the projected half-width (“width units”).
Decay gradually reduces swing size as the forecast deepens.
The Optional Random Walk Blend adds a deterministic drift component to the zigzag path. It’s not true randomness; it’s a stable pseudo-random sequence, so the drawing doesn’t jump around on refresh, while still adding “natural” variation.
⚪ Rejection Signals
Signals are based on failed attempts to break a band:
Bear Signal (Down): price tries to push above the upper band, then falls back inside, while still closing above the basis.
Bull Signal (Up): price tries to push below the lower band, then returns back inside, while still closing below the basis.
█ How to Use
⚪ Forward Support/Resistance Corridors
Treat the projected upper/lower bands as a future volatility envelope, not a guarantee:
The upper projection ≈ is likely a resistance level if the regime persists
The lower projection ≈ is likely a support level if the regime persists
Best used for trade planning, targets, and “where price could travel” under similar conditions.
⚪ Regime Read: Trend + Volatility
The projection shape is informative:
Rising basis + expanding width → trend with increasing volatility (needs wider stops / more caution)
Flat basis + compressing width → contraction regime (often precedes expansion)
⚪ Signals for Mean-Reversion / Failed Breakouts
The rejection markers are useful for fade-style setups:
A Down signal near/after upper-band failure can imply rotation back toward the basis.
An Up signal near/after lower-band failure can imply snap-back toward the basis.
With MA filtering enabled, signals are constrained to align with the broader bias, helping reduce chop-driven noise.
█ Related Publications
Donchian Predictive Channel (Zeiierman)
█ Settings
⚪ Bollinger Band
Controls the live Bollinger Bands on the chart.
Source – Price used for calculations.
Length – Lookback period; higher = smoother, lower = more reactive.
Multiplier – Bandwidth; higher = wider bands, lower = tighter bands.
⚪ Forecast
Controls the forward projection of the Bollinger Bands.
Forecast Bars – How far into the future the bands are projected.
Trend Length – Lookback used to estimate trend and volatility slopes.
Forecast Band Mode – Defines projection behavior (linear, curved, breathing, ATR-based, or smoothed).
⚪ Price Forecast
Controls the projected price path inside the bands.
ZigZag Swings – Number of projected oscillations.
Amplitude – Distance from basis, measured in bandwidth units.
Decay – Shrinks swings further into the forecast.
⚪ Random-Walk
Adds controlled randomness to the price path.
Enable – Toggle random-walk influence.
Blend – Strength of randomness vs. zigzag.
Step Size – Size of random steps (band-width units).
Decay – Reduces randomness as the forecast deepens.
Seed – Changes the (stable) random sequence.
⚪ Signals
Controls rejection/mean-reversion signals.
Show Signals – Enable/disable signal markers.
MA Filter (Type/Length) – Filters signals by trend direction.
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Disclaimer
The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
Forecasting
ARVEXV1“Failed Reversal – Opposite Candle Only (No Doji/Hammer/Hanging Man)”:
This strategy captures failed reversal attempts where the current candle is opposite to the previous candle and volume is higher. It enters long if a bearish candle fails to break a previous bullish candle’s low, and short if a bullish candle fails to break a previous bearish candle’s high. Signals are canceled for Doji, Hammer, or Hanging Man candles. Entries only, fully backtestable.
Future Ichimoku Cloud - HorizonIchimoku Horizon is an advanced Ichimoku indicator that projects future cloud formations and component lines, giving traders unprecedented visibility into potential support/resistance zones before they form.
1. Future Ichimoku Projections
Project Ichimoku components forward in time using simulated price evolution based on rolling Tenkan/Kijun windows
Manual forecast periods up to 125 bars (all 4 components) or 500 bars (cloud only)
Smart limit management automatically adjusts to TradingView's drawing object limits while maximizing visible projections
2. Preset & Custom Ichimoku Configurations
Choose from multiple common Ichimoku presets or fully customize your own
3. Multi-Timeframe Display & Projections
Display Ichimoku from higher/lower timeframes directly on your current timeframe chart
Automatic scaling adjusts Ichimoku periods correctly across timeframes
Intelligent handling of 24/7 markets (crypto/forex) vs traditional session-based markets
Built-in detection of problematic timeframe combinations with optional MTF cloud fetching for accuracy
Automatic notifications when future projections are unavailable due to MTF constraints
4. Tenkan & Kijun Range Windows
Visual range windows that display the exact high/low range used for Tenkan and Kijun calculations
Optional High/Low markers placed at the exact bars they occur
Optional countdown labels show how many bars remain until the current High/Low expires from the rolling window
Range windows scale up and down dynamically to match display timeframe
5. Comprehensive Alert Suite
Built-in alerts for all major Ichimoku events: TK crosses, E2E entires, Kumo breakouts, etc.
All alerts are cloud-aware and displacement-correct.
How It Works
The indicator uses the traditional Donchian channel method to calculate Ichimoku components, then extends this logic forward by simulating future price action within the calculation windows (no new highs or lows). This creates a forward-looking projection of where support and resistance zones will form.
The range display feature helps traders understand why the lines are where they are by showing the exact high/low points and countdown timers for when these points will expire from the calculation.
Who This Indicator Is For:
Ichimoku traders who want future-aware context
Multi-timeframe analysts seeking correctly aligned clouds
Traders who want to understand Tenkan/Kijun mechanics
Users who need precision without manual recalculation
Notes:
Maximum 500 drawing objects limit managed automatically
Due to Pinescript/TradingView limitations, future Tenkan/Kijun line width is only modifiable in the source code.
SB - RSI EW OscillatorAdd EW with RSI.
Makes sense take a call if RSI is above 50 and EW turns green and vice versa.
Early Momentum Dashboard [Small Caps]Early Momentum Dashboard for Small Caps
A clean, real-time dashboard that detects building momentum before major moves in small-cap stocks.
Features:
• 7 key early-momentum indicators with traffic-light system (🟢 Bullish / 🟡 Neutral / 🔴 Bearish)
• Toggle each indicator on/off via settings
• Momentum Score (e.g., 5/7) – higher = stronger early signal
• Visual markers on chart (VOL, RSI, MACD)
• Includes: Relative Volume Spike, RSI Buildup, MACD, OBV Accumulation, ROC, ATR Volatility, VWAP Proximity
Ideal for scanning low-float or catalyst-driven small caps.
Tip: Look for 4+ green lights as a high-probability early entry signal.
Enjoy!
Zee's A+ MOMO BreakThis just shows an indicator when you have a 5 minute momentum candle that breaks PMH under specific parameters, i.e candle size, wick size, relative volume, time of day, etc. It will plot the PMH with a gold line automatically. Entry would be at the close of the MOMO break. I highly encourage you to back test your results and see how strong this setup is. Any questions feel free to comment or reach out, thanks.
Bullish Structure (PAID) by @Crypto_alphabitTVC:GOLD
This script is for bullish structure........
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to confirm the bullish structure , the price has to confirm the second higher low to confirm the uptrend ( ⬜️ The key level ) then the other levels will be automatic calculated with mathematic formula .
This indicator contains some important levels as below ....
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🟥Stop Loss / lowest point
This level is the lowest point or 0 level & you can consider it as Stop Loss
🟫Strong support(0)
This level is very strong support and the price may not come back to that price after making the key level
⬜️The key Level
This level is the second higher low so the bullish structure confirmed for uptrend
🟪accumulation level(1) , 🟪accumulation level(2) , 🟪accumulation level(3)
The price is slowly moving between the 3 accumulation levels but if the price crossed the 3 levels with momentum , means we are in a very strong uptrend
🟫Strong Support(1) , 🟫Strong Support(2)
Those 2 levels are very strong support and strong resistance in the same time
⬜️Resistance
This level is very important as if the price closed above it so it is high probability that the price will go to the safe Exit
🟩Safe Exit
This is safest exit
🟨Golden Exit
This level is the golden exit if the price reached
🟦Extra Exit(1) , 🟦Extra Exit(2) , 🟦Extra Exit(3)
The price may or may not reach the 3 extra exit levels , it depends on the chart analysis, Gaps and momentum .
🟦Final Exit
This is the final target for that wave
In this indicator you can change some inputs to make it perfect as below ....
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* Lookback Period for High/Low
* Line Width
* Show/ Hide Price Labels
* Label Size
* Extend Drawing for X Bars
* Swing Sensitivity ( Very important)
*** To confirm the bullish momentum you can add MACD indicator as a helper ***
*** To confirm the targets you can match the targets with Gaps ***
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This script is by @Crypto_alphabit
BTC - ALSI: Altcoin Season Index (Dynamic Eras)Title: BTC - ALSI: Altcoin Season Index (Dynamic Eras)
Overview & Philosophy
The Altcoin Season Index (ALSI) is a quantitative tool designed to answer the most critical question in crypto capital rotation: "Is it time to hold Bitcoin, or is it time to take risks on Altcoins?"
Most "Altseason" indicators suffer from Survivor Bias or Obsolescence. They either track a static list of coins that includes "dead" assets from previous cycles (ghosts of 2017), or they break completely when major tokens collapse (like LUNA or FTT).
This indicator solves this by using a Time-Varying Basket. The indicator automatically adjusts its reference list of Top 20 coins based on historical eras. This ensures the index tracks the winners of the moment—capturing the DeFi summer of 2020, the NFT craze of 2021, and the AI/Meme narratives of 2024/2025.
Methodology
The indicator calculates the percentage of the Top 20 Altcoins that are outperforming Bitcoin over a rolling window (Default: 90 Days).
The "Win" Count: For every major Altcoin performing better than BTC, the index adds a point.
Dynamic Eras: The basket of coins changes depending on the date:
2020 Era (DeFi Summer): Tracks the "Blue Chips" of the DeFi revolution like UNI, LINK, DOT, and early movers like VET and FIL.
2021 Era (Layer 1 Wars): Tracks the explosion of alternative smart contract platforms, adding winners like SOL, AVAX, MATIC, and ALGO.
2022 Era (The Survivors): Filters for resilience during the Bear Market, solidifying the status of established assets like SHIB and ATOM.
2023 Era (Infrastructure & Scale): Captures the rise of "Next-Gen" tech leading into the pre-halving year, introducing TON, APT (Aptos), and ARB (Arbitrum).
2024/25 Era (AI & Speed): Tracks the current Super-Cycle leaders, focusing on the AI narrative (TAO, RNDR), High-Performance L1s (SUI), and modern Memes (PEPE).
Chart Analysis & Strategy ( The "Alpha" )
As seen in the chart above, there is a strong correlation between ALSI Peaks and local tops in TOTAL3 (The Crypto Market Cap excluding BTC & ETH).
The Entry (Rotation): When the indicator rises above the neutral 50 line, it signals that capital is beginning to rotate out of Bitcoin and into Altcoins. This has historically been a strong confirmation signal to increase exposure to high-beta assets.
The Exit (Saturation): When the indicator hits 100 (or sustains in the Red Zone > 75), it means every single Altcoin is beating Bitcoin. Historically, this extreme exuberance often marks a local top in the TOTAL3 chart. This is the zone where smart money typically sells into strength, rather than opening new positions.
How to Read the Visuals
🚀 Altcoin Season (Red Zone > 75): Strong Altcoin dominance. The market is "Risk On."
🛡️ Bitcoin Season (Blue Zone < 25): Bitcoin dominance. Alts are bleeding against BTC. Historically, this is a defensive zone to hold BTC or Stablecoins.
Data Dashboard: A status table in the bottom-right corner displays the live Index Value, current Regime, and a System Check to ensure all 20 data feeds are active.
Settings
Lookback Period: Default 90 Days. Lowering this (e.g., to 30) makes the index faster but noisier.
Thresholds: Adjustable zones for Altcoin Season (Default: 75) and Bitcoin Season (Default: 25).
Credits & Attribution
This open-source indicator is built on the shoulders of giants. I acknowledge the original creators of the concept and the pioneers of its implementation on TradingView:
Original Concept: BlockchainCenter.net. - They established the industry standard definition: 75% of the Top 50 coins outperforming Bitcoin over 90 days = Altseason..
TradingView Implementation: Adam_Nguyen - He implemented the "Dynamic Era" logic (updating the coin list annually) on TradingView. Our code structure for the time-based switching is inspired by his methodology. See also his implementation in the chart. ( Altcoin Season Index - Adam) .
Comparison: Why use ALSI | RM?
While inspired by the above, ALSI introduces three key improvements:
Open Source: Unlike other popular TradingView versions (which are closed-source), this script is fully transparent. You can see exactly which coins are triggering the signal.
Sanitized History (Anti-Fragile): Historical Top 20 snapshots are not blindly used. "Dead" coins (like LUNA and FTT) from previous eras are manually filtered out. A raw index would crash during the Terra/FTX collapses, giving a false "Bitcoin Season" signal purely due to bad actors. The curated list preserves the integrity of the market structure signal.
Narrative Relevance: The 2024/25 basket was updated to include TAO (Bittensor) and RNDR, ensuring the index captures the dominant AI narrative, rather than tracking fading assets from the previous cycle.
You can compare the ALSI indicator with other available tradingview indicators in the chart: Different indicators for the same idea are shown in the 3 Pane window below the BTC and Total3 chart, whereas ALSI is the top pane indicator.
Important Note on Coin Selection Baskets are highly curated: Dead/irrelevant coins (FTT, LUNA, BSV) are excluded for clean signals. This prevents historical breaks and ensures Era T5 captures current narratives (AI, Memes) via TAO/RNDR. See above. Users are free to adjust the source code to test their own baskets.
Disclaimer
This script is for research and educational purposes only. Past correlations between ALSI and TOTAL3 do not guarantee future results. Market regimes can change, and "Altseasons" can be cut short by macro events.
Tags
bitcoin, btc, altseason, dominance, total3, rotation, cycle, index, alsi, Rob Maths
Chartology Strategy+🔍 Chartology Strategy+
This tool provides a comprehensive way for users to analyze trend levels and access other Matrix features across selected tickers and timeframes. Results can be tailored by strategy, with the option to filter displayed tickers based on custom user‑defined rules.
Bullish & Bearish Entry Signal (Safe & Scalping).
Entry Level, SL, T-SL & Two TP Levels (Based on Possible Movement).
Dashboard Table for Easy Presentation of All Levels.
Timeframe Scanner for Current Signal (Trend) on Different Timeframes.
Gap Up & Gap Down for Untraded Price Marking.
Institutional Candles for High Volume and Big Price Movement.
Neutral Candle for Low Volume and Small Price Movement.
Supply Demand (Based on Swing High & Low).
Mega Trend Band (Based on HMA) for Overall Trend.
🟢 Bullish & Bearish Entry Signals
Shows the expected direction of the symbol. It shows Bullish and Bearish direction mark on Chart. Entry Level is Closing of the Candle.
Input Settings
Signal Type: Safe
Appears after a proper trend confirmation.
Low frequency, fewer signals, but more reliable.
Best for swing traders who want strong confirmation before entering.
Signal Type: Scalping
Appears frequently during small downward moves.
High frequency, quick signals for short-term trades.
Best for intraday
Traders who want multiple opportunities in small movements.
🎯 Entry Level, SL, T-SL & TP Levels
Generated based on price movement and trend range.
Levels on Chart
Entry Level: Closing price of the candle where the signal appears.
SL (Stop Loss): Maximum risk allowed for the trade.
TSL (Trailing SL): Dynamic SL to reduce risk and lock profits.
Level 01: First TP level with 1:1 risk-reward ratio. Used for partial booking.
Level 02: Final TP level for full exit.
Input Settings
Levels: You can Increase or Decrease Level Amount for the Level 2.
Risk: You can Increase or Decrease Stop Loss (SL).
📊 Dashboard Table for Easy Presentation of All Levels.
Displays all key levels and metrics in one place:
Metrics
Symbol Name Shows the name of the current chart (e.g., NIFTY, BANKNIFTY).
Bar Age Displays the How many candles (Bars) before Latest signal appears.
Entry Shows the entry level where the latest bullish or bearish signal was generated.
Level 1 (TP1) First target level, based on 1:1 risk-reward ratio. Used for partial booking to secure profits.
Level 2 (TP2) Final target level where you can exit the remaining position.
SL (Stop Loss) Shows the maximum risk limit for the trade. Helps you control losses.
MTM (Mark to Market) Shows the difference between CMP and Entry Level. Helps track how far price has moved since entry.
P&L (Profit & Loss) Shows the difference between Entry and Target Level achieved. Helps measure actual gain or loss.
Date & Time Displays when the latest bullish or bearish signal was generated. Helps check how old or fresh the signal is.
Timeframe Scanner or Current Signal (Trend) on Different Timeframes. Shows the current signal across multiple timeframes.
Row 1 Fixed signals for 1M and 3M.
Row 2 Any 2 Custom Timeframes chosen in input settings.
Traders use this to confirm signals across different timeframes before entering trades. Example If the Day trend is bullish but the 15M chart shows bearish, many traders avoid that trade.
🚦 Gap Up & Gap Down for Untraded Price Marking.
Marks untraded price zones where price may react.
Gap Up & Down Flag Mark
Gap Up: Bullish Bias, Marked Green flag, plotted when candle opens above previous high.
Gap Down: Bearish Bias, Marked as Red flag, plotted when candle opens below previous low.
Input Settings
Enable / Disable from Chart
Threshold: Minimum gap size Threshold to detect
🟡 Institutional Candles for High Volume and Big Price Movement
Indicate strong price movement with high volume.
Marking
Displayed as Yellow Body Candles
Helps identify zones where big players are active.
Input Settings
Enable / Disable from Chart
Body %: Compare of Open & Close with High & Low
Size %: Compare Total Candle Size from Past Range
Volume %: Compare Total Candle Volume from Past Range
⚪ Neutral Candle for Low Volume and Small Price Movement
Shows low volume and minimal price movement.
Marking
Displayed as Hollow Body Candles
Traders usually avoid trading during these candles.
Input Settings
Enable / Disable from Chart.
Candle %: Compare Size of candles.
Volume %: Compare Volume of Candles from Previous Range.
🟥🟩 Supply Demand Zones (Based on Swing High & Low).
Based on swing highs and lows to identify possible reversals.
Zones
🟥Supply Zone: Near swing high, marked with Light Red Zone.
🟩Demand Zone: Near swing low, marked with Light Green Zone.
Input Settings:
Bars Left: How many past Bars Swing will Calculate.
Bars Right: After How many Bars, Zone will plot.
Max Zones: Number of Supply or Demand Zone want to plot on Chart
Delete Breaked Zones: Want to see Disappeared Zone, Uncheck it.
Extend Right: Want to see till End of the Chart, Uncheck it.
📈 Mega Trend Band (Based on HMA) for Overall Trend
Based on HMA (Hull Moving Average) to show overall trend and Help in Filters out trades against the main trend.
Working
Price above band → Bullish trend
Price below band → Bearish trend
Input Setting
Enable / Disable from Chart
HMA Period Setting: 45
👓 How to Use All together for Better Confidence.
🔍Watch for the New Entry icon on the chart.
Find New Signals with help of Automated Alerts.
Check Entry Level, SL, Level 1 and Level 2 (TP2).
Verify Date & Time → how fresh the signal is. Signal not too old.
🧭 Signal is not Self Sufficient for Good Accuracy. So, we suggest a few rules.
Cross‑Check Current Signal with Timeframe Scanner. Trade only when smaller timeframe aligns with bigger trend. (e.g., If Day = Bullish ▲ but 15M = Bearish ▼, avoid entry. Trend may not be stronger.)
Validate with Market Context of Gap. (e.g., If new signal came on Gap Up / Gap Down, avoid entry. Price may reverse.)
Zone Awareness Use Supply Demand zones to refine entries/exits and avoid false signals. (e.g., Entry: If any zone is available between Entry and Level 01, Avoid trade until Zone breaked, Exit: If Zone create between the trade, modify SL according to T-SL and wait.
Trend Filter of overall direction. (e.g., If Mega Trend Band Bullish and Trend is Bearish, Avoid the Trade.)
🕵🏻 Quick Checklist Before Trade
Bullish or Bearish signal?
Dashboard Table shows fresh entry?
SL defined and acceptable risk?
Timeframe Scanner aligned?
No Neutral candle interference?
Institutional candle or Gap supports move?
Supply/Demand zone not against trade?
✅ All Okay - Go for the ENTRY
Set a Proper Entry Point
Always respect SL, Good Trader Never avoid it.
Book partial profits at Level 1, It secure your Trade.
Keep Modifying your SL, According to T-SL Level.
On Level 2, Exit remaining All position for full profit.
📊 Healthy Trading Tips
Risk Small: Never risk more than 1–2% per trade.
Size Smart: Adjust position size to volatility and account size.
Diversify: Don’t put all money in one asset/sector.
Plan Ahead: Set entry, exit, and stop‑loss before trading.
Trade Less: Focus on quality setups, avoid overtrading.
Use Both Analyses: Combine technical charts with fundamental news/events.
Control Emotions: Stick to strategy, avoid fear/greed.
Journal Trades: Record reasons, outcomes, and lessons.
Stay Informed: Track economic calendars and global events.
Take Breaks: Step away after wins/losses to reset.
🎯 Advanced Discipline
Partial Exit: Book profits in stages (e.g., 50% at 1:1, 50% at Final Level).
Check News: Avoid trading during major announcements.
No Tweaks: Don’t change plan mid‑trade; wait for SL/TP.
Fixed Rules: Trade with fixed risk, fixed gains.
No Averaging Losses: Close bad trades, don’t add more.
Keep Learning: Evolve strategy with market changes.
Believe: Trust your plan and process.
Backtest: Practice setups until they’re second nature.
Daily Routine: Pre‑market Preparation, post‑market review.
Optimize Setup: Clean workspace, fast platform, no distractions.
Track Metrics: Win rate, average reward, expectancy, time of day, setup performance.
Trader Identity: Follow rules; money is a byproduct.
Liquidity Check: Avoid low‑volume instruments.
Respect Trend: Trade with momentum, not against it.
Avoid Over‑Leverage: Keep leverage low, avoid margin unless planned.
Risk Disclaimer
This content, including any tools, software, datafeeds, indicators, or scanners, is provided strictly for charting, educational, informational, and paper‑trading purposes only. It does not constitute investment advice, buy/sell recommendations, or real‑money trading strategies.
Not Advisors: We are not registered as investment advisors or research analysts.
Charting Only: Use is limited to testing strategies and evaluation; any application to real trading is at the user’s sole risk.
No Liability: No liability is accepted for financial loss, trading loss, or damages arising from use of the tools or data.
Data Limitations: Market data may be delayed, inaccurate, or incomplete. Past or hypothetical performance is not indicative of future results.
Signals Disclaimer: Automated signals are for evaluation only and should not be treated as accurate or real trading instructions.
High Risk: Trading and investing involve substantial risk and can result in losses beyond the initial capital.
Independent Judgment: Users must exercise independent judgment and consult licensed professionals before making financial decisions
⚠️ Final Note: Trading is speculative and may not be suitable for all investors. Use only risk capital and never invest money you cannot afford to lose.
✅ Always remember🧠 my 3R Rule💡: If the money💰 is yours then, RISK⚖️, REWARD🏆 and REGRET😔 are solely yours. 🔥
RRG 1 stockThis Pine Script combines Relative Rotation Graph (RRG) analysis with Supertrend-based trend confirmation to identify momentum shifts and potential trade entries in a single stock relative to a benchmark (e.g., NIFTY). Here’s a detailed description you can use:
Description – RRG + Supertrend Indicator (1 Stock)
The RRG 1 Stock indicator blends relative strength analysis with trend-following confirmation to help traders pinpoint when a stock is outperforming or underperforming its benchmark and to align entries with trend direction.
Core logic:
Benchmark-relative strength (RS-Ratio and RS-Momentum):
Calculates relative strength (RS) of the selected stock versus a benchmark (default: NIFTY).
Applies double smoothed Weighted Moving Averages (WMA) to derive normalized RS-Ratio and RS-Momentum, similar to Julius de Kempenaer’s RRG framework.
Classifies each bar into one of four RRG quadrants:
Leading – strong and improving relative performance
Weakening – losing momentum after leadership
Lagging – underperforming the benchmark
Improving – rebounding from underperformance
The chart background color dynamically reflects the current quadrant.
Supertrend filters (Trend confirmation):
Uses two Supertrend overlays with different multipliers (Factor1, Factor2) to judge trend strength.
Potential long setups occur when the stock is in the Leading quadrant and price is above both Supertrends.
Potential short setups occur when in the Lagging quadrant and price lies below both Supertrends.
Velocity and momentum signals:
Measures RRG “velocity” — the speed of movement across the RS-Ratio/RS-Momentum plane.
Flags unusually strong rotations (high velocity) with a diamond marker when momentum accelerates.
Statistical bands & entry modes:
Standard-deviation bands on RS-Ratio (±2σ by default) can be used for mean-reversion entries if you select STDDEV mode instead of QUADRANT.
Shows fast RS moving average (9-period) as a smoother for momentum confirmation.
Custom time markers:
You can define a specific date (day, month, year) to analyze RRG values at that time and display the difference in bar count since that point.
Visualization:
Plots RS-Ratio (green) and RS-Momentum (blue) with a 100 baseline.
Benchmark and stock closing prices appear in the status line.
Chart background colors shift to reflect RRG quadrant and trend direction.
Usage:
Ideal for relative strength rotation analysis or as a systematic entry trigger in momentum-based strategies. It helps confirm trend continuation or reversals based on both relative momentum and technical trend strength.
CD + NX (with CD Bottom Alert)It combines custom bands with optional buy & sell signals, making it easier to spot potential entry and exit opportunities across multiple timeframes.
梯子NX指标，显示长短周期趋势
the buy & sell signals is no repaint or using the future functionality.
cd指标，无未来函数 repaint的抄底卖出指标
after buying, I will provide a PDF and more information for how to use this one.
添加抄底警报，详细用法/打法付费后会有详细教程
Multi-Confirmation Fib Zones This indicator combines **dynamic Fibonacci-style price zones** with a **multi-signal confirmation layer** to highlight areas where reactions are more likely to matter.
Core purpose
* Map out **contextual price areas** derived from recent market ranges.
* Provide a structured way to read potential **reaction / continuation zones** without relying on a single input.
Zone framework
* The tool continuously tracks the market’s recent extremes and builds **adaptive reference zones** around them.
* It can display both **bullish-context** and **bearish-context** zones, depending on the current market behavior.
Confirmation layer (confluence concept)
Instead of treating any zone touch as a signal, it evaluates **multiple market perspectives**, such as:
* momentum pressure,
* momentum shifts,
* short-term oscillation balance,
* participation / activity confirmation.
Signals are intended to be interpreted only when **several views align**, helping reduce false positives.
Practical use
* Useful for traders who want **structured levels + confirmation** in one visual workflow.
* Can support both **trend continuation** and **reaction-based setups**, depending on broader context.
* Best treated as a **decision support system** (a “dashboard”), not a standalone trade trigger.
Best conditions
* Works best when markets are **respecting ranges and reacting at obvious areas**.
* In extremely noisy, thin, or news-driven spikes, confirmations may desync and require more discretion.
*For educational and analytical purposes only. Always validate across different instruments and timeframes.*
Seasonality Scanner by thedatalayers.comThe Seasonality Scanner automatically detects seasonal patterns by scanning a user-defined number of past years (e.g., the last 10 years).
Based on this historical window, the indicator identifies the strongest seasonal tendency for the currently selected date range.
The scanner evaluates all valid seasonal windows using two filters:
• Hit Rate - the percentage of profitable years
• Average Return - the highest mean performance across the analyzed period
The best-scoring seasonal setup is displayed directly on the chart, including the exact start and end dates of the identified pattern for the chosen time range.
Users can define the period they want to analyze, and the indicator will automatically determine which seasonal window performed best over the selected history.
Recommended Settings (Standard Use)
For optimal and consistent results, the following settings are recommended:
• Search Window: 20-30
• Minimum Length: 5
• Time Period: from 2015 onward
• US Election Cycle: All Years
These settings provide a balanced and reliable baseline to detect meaningful seasonal tendencies across markets.
This indicator helps traders understand when recurring seasonal patterns typically occur and how they may align with ongoing market conditions.
This indicator is intended to be used exclusively on the daily timeframe, as all calculations are based on daily candles.
Using it on lower timeframes may result in inaccurate or misleading seasonal readings.
COT Index by thedatalayers.comThe COT Index transforms the weekly COT net positions of Commercial traders into a normalized mathematical model.
Instead of displaying raw net positioning, the COT Index processes the data through a cyclical normalization algorithm (commonly using a 26-week or alternatively a 52-week cycle).
This makes it easier to identify bullish or bearish extremes in Commercial activity.
The index is plotted as a color-coded line:
• Green Zone - Commercials are mathematically classified as bullish.
Historically, bullish Commercial positioning often aligns with upward market pressure.
• Red Zone - Commercials are mathematically classified as bearish.
This typically corresponds with increased downward pressure in the underlying market.
• Neutral Zone - Neither bull nor bear dominance; positioning is mid-range.
Since COT data is published only once per week and the COT Index is built on cyclical multi-week analysis, the indicator is intended to be used exclusively on the weekly timeframe.
Using lower timeframes will not reflect the structure of the data accurately.
The selected cycle length (typically 26 weeks, optionally 52 weeks) determines how net positions are compared and normalized, and can influence how quickly extreme zones appear.
The COT Index provides an objective way to interpret Commercial trader sentiment and to identify potential directional bias in the market.
COT Net Positions by thedatalayers.comCOT Net Positions by thedatalayers.com visualizes the net positioning of different trader groups based on the weekly Commitments of Traders (COT) reports published by the CFTC every Friday.
The indicator processes the raw COT data by calculating Long positions minus Short positions for each trader category. This results in the net position of every group per report.
The script then plots these net positions continuously over time, based on every available COT release. This creates a clear and easy-to-read visualization of how different market participants are positioned.
The indicator displays the three primary COT categories:
• Commercials
• Non-Commercials
• Non-Reportables
By observing how these trader groups shift their positioning, traders can better understand market sentiment and identify potential directional biases or changes in underlying market pressure.
This tool is designed to help traders incorporate positioning data into their analysis and to better interpret how institutional and speculative flows evolve over time.
This indicator is intended to be used exclusively on the weekly timeframe.
COT data is published once per week by the CFTC and therefore only updates weekly.
Using this script on lower timeframes may result in misleading visualization or irregular spacing between data points.
For correct interpretation, please apply it on 1W charts only.
Momentum Quality Index Strategyfiles.fm
Welcome to the Momentum Quality Index Strategy!
This is a fairly conservative strategy with a sharp criteria for entries and taking profits. This strategy has been tested amongst the top 50 stocks with volatility over 2%, and the verdict was that the profitability was often times over 85% profitability, often times reaching over 90% profitability. This strategy thrives in more volatile environments, often times beating the buying and holding strategy YTD performance by large margins.
This strategy is highly optimized for the 30 minute chart, giving insights into shorter term movements. It is based on cash trades of $1,000 per position, with a maximum of 4 trades being placed at once.
This strategy is optimized for common stock trading in more liquid markets, and not yet optimized for options trading (however I plan on developing highly profitable strategies for this purpose soon). The take profit is customizable.
I would refer to the image link I have posted at the top of this article for the strategy's effectiveness. The strategy report on this article isn't accurate, as this strategy is based on trading $1,000 per trade, therefore over longer term periods of time will not be as successful due to the fact that there is no compounding. However, over the course of smaller time frames (such as one year), it beats buying and holding of many assets.
This strategy is meant for day trading and short term swing trading, and is not meant to beat buying and holding of successful assets over the course of long periods of time.
ORB Strategy - EnhancedThis algo is for setting and forgetting ORB. Does require an understanding of how to tweak trading factors
Ultimate Pattern Match FinderUltimate Pattern Match Finder - Introduction 🎯
Your Ultimate Pattern Match Finder is a sophisticated technical analysis indicator that identifies historical price patterns similar to the current market structure and projects potential future price movement based on those matches. 📊✨
Professional-Grade Trading Intelligence 💼
This indicator represents an institutional-quality pattern recognition system designed for serious traders who demand statistical rigor and data-driven decision-making. The multi-layered correlation engine and advanced projection methodology deliver enterprise-level technical analysis directly to your trading platform, transforming raw historical data into actionable market intelligence with quantifiable confidence metrics. 📈⚡
Core Functionality 🔍
The indicator scans through historical price data (up to 7000 bars) looking for patterns that closely resemble the most recent price action. When it finds matching patterns, it overlays them on your current chart and projects what happened next in those historical instances—giving you a data-driven forecast of potential future price movement. 🎯📈
Key Features ⚡
Pattern Recognition Engine 🧠 - Uses three normalization methods (Percent-from-start, Returns, Z-Score) to compare price patterns regardless of their absolute price levels. This allows patterns from different price ranges to be compared effectively.
Correlation & Distance Controls 🎚️ - You can set minimum correlation thresholds (default 75%) and maximum distance thresholds to filter matches. Only high-quality matches that meet your criteria are displayed, preventing false signals. ✅
Trend Direction Filter (Same Condition) 📈📉 - The standout "⭐ SAME CONDITION" feature ensures matches share the same trend direction (UP/DOWN/SIDEWAYS) as your current pattern. This prevents comparing bullish setups to bearish ones, significantly improving forecast relevance.
Advanced Matching Options 🔬 - Includes volume weighting to prioritize matches with similar volume profiles and shape matching to compare trend slope and volatility patterns.
Highly Developed Projection System 🚀🔮 - The crown jewel of this indicator is its sophisticated multi-match projection engine. Instead of relying on a single historical match, it intelligently aggregates the top N matches (up to 10) to create statistical projections. The system displays matched historical candles as semi-transparent teal overlays 📊, then projects future candles in lime/orange colors 🟢🟠 based on what happened after those historical patterns. Each projected candle represents the averaged behavior of multiple high-correlation matches, providing robust, probability-weighted forecasts rather than single-instance predictions. You have full control over projection length (up to 100 bars) and transparency levels for both overlays and projections. 💎
Smart Alerts 🚨 - When no matches meet your thresholds, the indicator displays a "❌ NO MATCH FOUND" alert with suggestions for adjusting your settings, preventing you from acting on weak patterns. The alert even shows how many patterns were filtered out by the trend direction requirement. ⚠️
Rich Visual Feedback 🎨 - The indicator provides a detailed info table showing match quality, correlation percentage (with color-coded ratings), trend comparison with emojis (📈 UP, 📉 DOWN, ➡️ SIDEWAYS), and actionable quality ratings (Excellent 🔥, Very Good ✅, Good 👍, Fair ⚠️).
This tool transforms historical pattern analysis into actionable trading intelligence by showing you not just what patterns match, but what happened next with statistical confidence. 💪🎯
Special Thanks 🙏
A heartfelt thank you to TradingView for providing the powerful Pine Script framework and world-class charting platform that makes advanced indicators like this possible. Their commitment to empowering traders with professional tools and an innovative development environment continues to push the boundaries of what retail traders can achieve. 💙📊
©️ Created by abo0o - All Rights Reserved
📬 Get Access
DM me for access to the Ultimate Pattern Match Finder!
I'm happy to answer any questions you have about the indicator, setup, or optimization for your trading style. Whether you need guidance on parameter settings, strategy integration, or technical support—feel free to reach out! 😊✨
X-Trend reversal (PRO) 👑 X-TREND REVERSAL (PRO): Institutional Order Flow Analysis
Look at the results above. This is not luck. This is mathematics. X-Trend PRO is the flagship algorithm of our ecosystem, engineered for traders who have outgrown standard technical analysis. While the Lite version identifies trends, the PRO version sees where the money is.
Unlike 99% of indicators that focus solely on price action, X-Trend PRO analyzes Market Liquidity and Volume Delta (CVD). We have fused market structure with an X-ray view of institutional activity.
💎 EXCLUSIVE PRO FEATURES:
📊 Volume & CVD Fusion: The indicator detects Cumulative Volume Delta divergences. It warns you of reversals when price is still rising, but buyers have already left the market.
📍 Dynamic POC (Point of Control): Automatically identifies "fair price" levels and institutional accumulation zones. You trade from levels defended by market makers.
🛡 Zero Repaint Guarantee: The signal is locked permanently upon bar close. The history you see is the actual real-time performance of the algorithm.
🧠 Smart Filtering: The system filters out "noise" in ranging markets, generating signals only when Trend, Momentum, and Volume align perfectly.
⚠️ IMPORTANT: SYSTEM SYNERGY
While X-Trend PRO is a powerful standalone tool, the author does not recommend using it in isolation. To achieve the "Sniper Efficiency" shown in the screenshots and to ensure deep market confluence, this tool is engineered to work ideally in synergy with the X-Trend Dashboard PRO. Combining these modules provides the ultimate confirmation system.
🔒 HOW TO GET ACCESS (INVITE-ONLY)
This script is a closed-source proprietary tool. Access is granted exclusively through our official channels.
⛔ NOTE: We do NOT respond to access requests in the comment section below. Please use the links above for instant support and license activation.
Buy / Sell Signals With Take Profits (Non-Repaint)This indicator generates automatic BUY/SELL flip signals based on trend direction, volatility status, and ATR dynamics.
Labels are placed based on actual High/Low and do not shift.
Features
✔ Dynamic ATR Multipliers
✔ Volatility Stretch (calm market → narrow, aggressive → wide)
✔ Trend Memory (25-bar direction memory)
✔ Automatic TP1–TP5 (%1 – %5) calculation
✔ Desktop & Mobile compatible TP Panel
✔ Bull/Bear Flip labels
✔ TradingView alert support
Suitable Markets
Forex, Crypto, Stocks, Indices, Gold, Oil
Works on all timeframes (5min – 1min – 4min – Daily).
⚠ Important Note
This tool is not investment advice.
It does not provide any buy–sell recommendations.
All trading decisions are yours; risk management is entirely the user's responsibility.
Numanti - FairRate EUR/USD Fair ValueFairRate | EUR/USD Fair Value Indicator
Know When EUR/USD Is Overpriced or Underpriced
Price tells you where the market *is*. Fair value tells you where it *should be*.
EUR/USD doesn't move randomly. Interest rates, yield curves, risk appetite, and equity flows drive where the pair trades over time. When price strays too far from these fundamentals, it tends to snap back.
FairRate shows you exactly how far price has strayed.
How It Works
The indicator calculates a fair value for EUR/USD based on macroeconomic variables updated weekly. It then measures the deviation between current price and fair value in standard deviations (the z-score).
> +2σ --> EUR significantly overvalued — watch for pullback
+1σ to +2σ --> EUR above fair value
-1σ to +1σ --> Near equilibrium
-1σ to -2σ --> EUR below fair value
< -2σ --> EUR significantly undervalued — watch for bounce
The bigger the deviation, the stronger the fundamental pressure for mean reversion.
What You See on the Chart
- Fair Value Line — Where EUR/USD "should" be trading
- ±1σ and ±2σ Bands — Normal and extreme deviation zones
- Info Panel — Current fair value, z-score, and signal status
When price pushes into the outer bands, fundamentals are stretched. That's where opportunities often emerge.
Model Quality
This isn't a typical indicator or curve-fitted approach. It's a proper econometric model:
- R² > 80% — Fundamentals explain most of EUR/USD movement
- Out-of-sample validated — Works on data the model never saw
- Updated weekly — Fresh estimates every Friday
- Research-backed — Methodology documented in white paper
How Traders Use It
Mean Reversion
When z-score hits extreme levels (±2σ), look for reversal setups. Combine with your technical analysis for entries.
Trend Confirmation
If price is trending AND fundamentals support it (z-score moving in trend direction), that's a stronger move.
Risk Filter
Avoid counter-trend trades when z-score is near zero — there's no fundamental reason to expect a reversal.
Context Layer
Add fundamental context to pure price action. Know whether you're trading with or against the macro backdrop.
### What This Is NOT
- Not a buy/sell signal generator
- Not a timing indicator
- Not a substitute for technical analysis
FairRate is a fundamental layer — one piece of the puzzle that tells you whether EUR/USD is cheap, expensive, or fairly priced right now.
The Model
Built on peer-reviewed econometric methodology. The model captures the fundamental drivers that institutional desks use to assess currency valuation — not a black-box indicator or curve-fitted pattern.
Add FairRate to your EUR/USD analysis. Know where fundamentals stand.
© 2025 Numanti. All rights reserved.
NIFTY T1 & T2 Strategy (65% SL, 15:15 Exit)Time based trading strategy without any indicator and reflecting operators move
