Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.
31 documents
This Freqtrade strategy seeks long entries after short-term weakness while using a higher timeframe trend filter. On the five-minute chart, it looks for either a close near a recent low and below the lower Bollinger Band, or a multi-bar decline followed by a…
This five-minute crypto strategy combines entry conditions drawn from two named Bollinger Band approaches. One setup looks for a sharp downward move below a 40-period lower band, with price change, candle tail, and closing-price conditions used to qualify…
This five-minute crypto strategy combines oversold readings with moving-average conditions to enter long positions. Entry requires low RSI, Fisher-transformed RSI and money flow index values, price below a simple moving average, and either a favorable…
This Freqtrade strategy combines a 14-period Relative Strength Index with 20-period Bollinger Bands calculated from typical price using two standard deviations. It enters a long position when RSI is below 30 and the close is below the lower band, treating…
This Freqtrade strategy example uses a five-minute trading timeframe and RSI readings from several higher timeframes and related markets. It calculates RSI for the traded pair on the base, 30-minute, and hourly periods, as well as for BTC against the stake…
This strategy describes frequent, small-target long trades on a one-minute chart, using a five-minute moving average as a broad trend filter. Entry conditions combine a fast stochastic crossover with configurable low readings in money flow and stochastic…
This strategy uses hourly candles and technical indicators to identify directional momentum. It calculates ADX, positive and negative directional indicators, Parabolic SAR, and momentum. Long entries are signaled when ADX exceeds a threshold, momentum is…
This crypto trading strategy uses TD Sequential style counts on hourly candles. A buy count increments when each close is below the close four bars earlier; a sell count increments when each close is above that reference. The strategy looks for a price…
This example describes a five-minute long-only strategy built from moving averages, Heikin-Ashi candles, and RSI. It enters when the 20-period EMA crosses above the 50-period EMA, the Heikin-Ashi close is above the faster average, and the candle is positive.…
This Freqtrade strategy generates long-entry and exit signals by comparing configurable dataframe columns. Entry occurs when a selected fast series, optionally shifted by a chosen number of bars, crosses above a selected slow series multiplied by a vertical…
This five-minute long-only strategy looks for sharp price weakness below a longer-term average and the lower Bollinger Band. It enters when the close is below the 50-period EMA and below 98.5% of the lower band, subject to a volume condition comparing…
This Freqtrade strategy uses a variable moving average and an OTT trailing-line calculation to generate directional entries on a one-hour chart. It enters long when the variable average crosses above OTT and short when it crosses below. The OTT function…
This Freqtrade strategy uses three Supertrend direction signals to confirm each trade. It enters a long position when all three buy-side indicators point up and volume is present, and marks an exit when all three sell-side indicators point down with volume…
This experimental cryptocurrency strategy combines CCI, RSI, MFI, Bollinger Bands, and moving averages to seek long entries after oversold conditions or a V-shaped price turn. It also builds a heavily smoothed composite from RSI, MFI, and CCI, then uses a…
This strategy outline describes a long-only crypto trend-following system on hourly candles. It combines moving-average trend states with pullbacks and bounces around moving averages, while also calculating RSI, ADX, MACD, Bollinger Bands, volume measures,…
The example demonstrates a Freqtrade custom stop that follows the Parabolic SAR indicator. It calculates SAR for each candle, then reads the latest analyzed value in the stop-loss callback and converts the distance between the current rate and SAR into the…
This Freqtrade strategy combines three Supertrend direction readings for each side of the market. It enters long when all three configured buy readings are up and volume is positive; it enters short when all three sell readings are down and volume is…
This Freqtrade strategy template describes a short-term, long-and-short system using a five-minute chart. It enters when price is above or below a simple moving average calculated on a resampled, longer interval, and a short-period EMA crosses the…
This Freqtrade strategy uses 15-minute candles to enter long positions when price falls below a selected lower Bollinger Band and to exit above a selected upper band. The bands use a 20-period window with four standard-deviation settings. Optional guards can…
This Freqtrade strategy uses a four-hour timeframe and computes an Ichimoku base line and the KST indicator’s difference. Each indicator is normalized across the available dataframe range. Entry and exit thresholds are exposed as tunable numeric values and…
This Freqtrade example shows how to combine a traded pair’s short-term trend with a higher-timeframe Bitcoin reference. It requests BTC/USDT candles at 15-minute intervals, calculates a 20-period simple moving average on that data, and merges the informative…
This Freqtrade strategy seeks long entries on a five-minute chart by combining trend strength, oversold conditions, and a stochastic crossover. It requires either a high short-period ADX or a higher slow ADX, a CCI reading below its oversold threshold, and…
This long-only scalping strategy is designed to seek frequent small gains on a one-minute chart. It identifies entries when price opens below a short moving average of lows, ADX is elevated, and money flow and stochastic readings are low; it additionally…
This Freqtrade strategy uses the hour of each one-hour candle as its sole entry and exit signal. It enters long when the candle hour falls within an optimized buying interval and exits when it falls within a separately optimized selling interval. The…