Library ng kaalaman

This strategy identifies pivot highs and lows, then treats a close above a tracked pivot high as a bullish breakout and a close below a pivot low as a bearish breakout. A configurable time window, interpreted in London time, can restrict entries; an optional…

This indicator uses two selected features, drawn from RSI, CCI, rate of change, and normalized volume, to compare current market conditions with stored historical observations. Each observation is paired with a label representing a subsequent price…

This short strategy defines a changing resistance level using the prior high associated with a lower high. It plots that level and checks the previous bar's close against it: a close at or above resistance triggers a long entry, while a close below it…

This document presents reusable calculations for weighted mean, variance, standard deviation, mean squared error, and root mean squared error. It provides two implementations: one for time series and another for arrays. Both multiply observations by their…

This long-only ETH strategy arms a base entry when the four-hour RSI falls below a configurable oversold threshold. If price declines from the base entry, it can add up to five averaging orders at fixed percentage offsets. The example uses progressively…

This strategy combines Awesome Oscillator saucer signals with Williams Fractals and an Alligator-derived level to identify short-term trend direction. It takes long entries when the oscillator forms a rising saucer above zero, the short-term trend filter is…

This indicator presents two normalized oscillators intended to distinguish short-term cycle behavior from trend behavior in a price series. Both use an Ehlers two-pole SuperSmoother filter to reduce high-frequency noise. Reflex measures deviations from the…

This educational strategy example shows how to set stop-loss and take-profit distances from cash amounts in the symbol’s currency. It converts each dollar target into price points using the instrument’s point value, minimum tick size, and the absolute…

This strategy builds a directional setup after price sweeps a recent confirmed swing level and closes back inside it during a London or New York session window. It then tracks a sequence of possible confirmation signals: a large displacement candle, a fair…

This strategy searches recent bars for highs or lows clustered within a price tolerance, treating repeated touches as equal-high or equal-low zones. It looks for countertrend entries near those anchors, with optional candle-rejection and RSI filters, a…

This strategy marks the latest confirmed swing high and low as potential liquidity levels. A long setup occurs when price trades below a swing low and closes back above it; a short setup reverses that condition around a swing high. A volume filter requires…

This Pine Script template manages one open position at a time using buy and sell signals supplied by another indicator. Same-direction signals are ignored while a trade is open. Opposing signals can be ignored, used to close the position, or used to close…

This strategy combines three directional filters: Trend Magic, a Squeeze Momentum calculation, and cumulative delta volume. Long signals require price and CCI conditions to align with positive momentum and rising delta; short signals apply corresponding…

This strategy combines a Reversal 123 signal with a Center of Gravity filter. The reversal component looks for a three-bar price pattern alongside the relationship between smoothed fast and slow Stochastic values. The COG component uses linear regression…

This short-only strategy for the XMR/USDT perpetual contract starts a trade when a five-minute RSI with a nine-period lookback crosses down through 80. It can use a limit or market base entry, then add up to three equal-sized averaging orders at successive…

This strategy defines the 09:00–10:00 hourly bar as an opening range. On a one-hour chart, it places a buy stop just above that bar’s high and a sell stop just below its low, each with a one-unit position. Both directions have a fixed profit target and stop…

This indicator overlays up to three other symbols as candles on a selected chart. To make unlike price scales comparable, it measures each symbol’s open, high, low, and close as percentage changes from its open at the chosen anchoring period, then maps those…

This strategy uses Keltner Channels to stage stop entries after price crosses the upper or lower band. The channel center is a selectable simple or exponential moving average, and its width is based on average true range, true range, or a smoothed high-low…

This indicator implements Ichimoku Kinkō hyō with selectable presets or adaptive line lengths, optional alternative price sources, and smoothing. Its chart features include the Tenkan, Kijun, Senkou, and Chikou lines, with configurable display and signals…

This strategy builds two SuperTrend lines from moving-average price estimates and ATR bands, then classifies trend direction with a weighted k-nearest-neighbors procedure. For each line, it stores recent SuperTrend values and labels them according to whether…

This crypto futures strategy combines several oscillator and trend tools to generate long and short signals. Its indicators include WaveTrend, RSI with money-flow measures, Stochastic RSI, Schaff Trend Cycle, and divergence detection based on fractal swing…

This indicator models a recurring fixed-amount investment plan over chart history. At each chart bar, it allocates the contribution at a selectable price reference, such as the open, close, or an average of prices. Users can choose fractional or whole-unit…

This five-minute scalping strategy centers on a new lowest-low sweep followed by a reclaim as long-entry context. It detects swing structure using configurable pivots and can use either candle wicks or bodies. Optional filters account for clustered sweeps,…

This indicator detects swing highs and lows from sequences of candle direction and draws Fibonacci and Gann retracement or fan lines between selected extrema. Fibonacci retracements use standard fractional levels, while Gann retracements use a separate set…