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.
68 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 Freqtrade example is an operational strategy for winding down open positions after stopping new buys. It defines no entry or exit signals; instead, a minimal return-on-investment schedule closes trades that reach a small initial profit threshold, then…
This five-minute long-only strategy combines a fast stochastic oscillator, an ADX strength filter, and short EMAs. It enters when the opening price is below the five-period EMA of lows, the stochastic %K crosses above %D while both remain below a tunable…
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 hourly long-only strategy combines the Average Directional Index (ADX) with two simple moving averages. It calculates a 14-period ADX and 3-period and 6-period SMAs. A long entry is signaled when ADX is above 25 and the shorter SMA crosses above the…
Quickie is a five-minute long-only strategy designed to enter and exit trades quickly while limiting losses with a preset stop. Its entry rule combines an ADX threshold, a rising nine-period TEMA below the Bollinger middle band, and a close below the…
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 Freqtrade strategy combines two Commodity Channel Index readings with Chaikin Money Flow and Money Flow Index conditions to identify long entries and exits. It calculates these indicators on the input candles and adds moving averages from a resampled…
GodStra is a Freqtrade long strategy that builds a broad set of technical indicators and evaluates configurable entry and exit rules. Each rule compares a selected indicator with another indicator or a numeric threshold; supported operators include…
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 Freqtrade strategy seeks frequent small long trades on a one-minute chart. It calculates five-period EMAs of high, close, and low, a fast stochastic oscillator, and ADX. Entry requires the open below the low EMA, ADX above 30, both stochastic lines…
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 Freqtrade strategy defines long entries on a five-minute chart using MACD, RSI, and Bollinger Bands. It requires MACD to be above zero and its signal line, the upper Bollinger Band to be rising, and RSI to exceed 70. Long exits are triggered when RSI…
This Freqtrade strategy example applies an Almgren–Chriss style execution schedule to position entries and exits. It estimates a parameter called kappa from rolling price variability, candle range, and volume, using it to shape the fraction traded in each…
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 strategy template combines the Awesome Oscillator (AO) with MACD on a one-hour timeframe. It enters a long position when MACD is above zero and AO crosses from negative to positive. It exits when MACD is below zero and AO crosses from positive to…
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 framework uses sets of generated buy and sell rules, called spells, assembled from technical indicators, operators, and numeric thresholds. Its documentation describes deriving the rules through hyperoptimization, then assigning…
This strategy combines a short and medium exponential moving average crossover with a trend filter from a longer resampled timeframe. It enters long when the short average crosses above the medium average, provided the close is above the longer-timeframe…
This five-minute long-only strategy combines exponential moving average crossovers with Heikin-Ashi candle direction. It enters when the 20-period EMA crosses above the 50-period EMA, the Heikin-Ashi close is above the 20-period EMA, and the Heikin-Ashi…
This strategy is designed to capture short-term forex trends on a four-hour timeframe. It enters long when the 10-period RSI, calculated from the midpoint of open and close, crosses above 50 at the same time that the five-period EMA crosses above the…
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…