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.
29,558 documents
This stock screen selects Chinese equities whose codes begin with 60, whose intraday high-low range relative to the open exceeds 1, and whose institutional-fund flow measure is positive. The accompanying formula aggregates positive net fund amounts over five…
The document describes a MetaTrader-style expert advisor that combines Standard Deviation Channel Lines with two moving averages to trade in the direction of a trend. The channel is intended to act as a filter, and the EA also offers configurable take-profit…
The article compares custodial wallets, where a provider controls private keys, with non-custodial wallets, where users control and protect them. Custody by a platform can simplify setup, account recovery, and internal transfers. It also exposes users to…
This guide explains how an execution system applies order events, interprets command outcomes, retries requests, persists state, and reconciles local orders with venue reports. It distinguishes definitive local failures, confirmed venue results, and unknown…
This Chinese-language post describes an equity screen that ranks candidates by volume ratio, filters for circulating market value at or below 5.5 billion yuan, and requires the 20-day moving average to exceed the 120-day average. The stated rationale is to…
This Chinese equity screening idea combines a turnover band, a robotics theme, a small-float-market-cap ceiling, and three consecutive declining sessions. The article frames the three down days as a sign of recent weakness and adds that technical condition…
This brief description introduces a strategy-rotation framework for adapting a portfolio to different market environments. It proposes tracking shifts in market style, identifying the style characteristics of individual strategies, and using quantitative…
This document describes a Chinese equity screen combining turnover, parent-attributable net profit growth, and a business keyword filter. It selects stocks with turnover between 3% and 12%, profit growth above 20% and no more than 100%, and operations…
This MetaTrader expert advisor describes a forex strategy that enters after a candle closes beyond a trendline connecting recent ZigZag peaks or troughs. Buy and sell rules mirror one another. A moving average filter requires price to be on the matching side…
The document summarizes research proposing a portfolio-centered framework that brings ex ante and ex post attribution into one structure. It applies a consistent approach to explaining portfolio alpha, expected risk, and realized returns, broadening…
The document describes a Chinese A-share selection rule that looks for stocks with an intraday high-low range above 1%, excludes Beijing-listed shares, and seeks positive weekly price movement. It gives illustrative formula and Python-style examples, then…
This Chinese-language post describes a stock selection rule combining daily price range, weekly MACD, and the prior day's price limit status. It seeks stocks with a daily high-low range above 1% of the previous close, weekly MACD above zero, and a prior…
This guide explains how to connect Hummingbot to Injective Helix for spot or perpetual trading, with a focus on delegated accounts. It describes separating a portfolio wallet that holds funds from a trading wallet that receives authority to trade those…
This overview of a Chinese securities firm’s research describes a shared AI platform for financial data, model development, GPU computing, backtesting, performance analysis, and deployment. It also discusses deep reinforcement learning for stock selection…
This guide explains how FreqAI trains and deploys adaptive machine-learning models in live or dry trading and in historical backtests. Live operation can retrain models as capacity permits, use the latest trained model for predictions, and apply limits on…
This research summary reviews dynamic ways to allocate among equity style factors, contrasting them with static allocation and grouping methods by whether they rely on returns, risk, or both. It first builds the investable factor set: 28 underlying factors…
The document describes a forex Expert Advisor that places market orders in one direction at fixed price intervals. A configured maximum price sets the top of the trading range; the examples show a range extending ten yen or ten cents below that level. The…
A trader reports that a VeighNa RiskManager configured with very low limits still allowed repeated large buy orders to execute in a SimNow simulation. The reported behavior raises a practical question about how risk controls interact with the platform’s…
This note describes a stock screen for shares whose codes begin with 60, whose turnover rate is between 3% and 12%, and whose price gain at 9:25 is below 6%. It presents turnover as a liquidity filter and the early price move as a rough indicator of market…
This document outlines a long-only breakout strategy attributed to an earlier system by Chuck LeBe and David Lucas. It uses a rising long-period moving average as a directional filter. A buy signal occurs when the closing price crosses upward through the…
This guide explains how to create market, limit, stop-loss, and trailing-market orders with OctoBot Script. It describes order sizing for spot and futures trading, including fixed asset amounts, percentages of portfolio value, and percentages of available…
This opinion article argues that retail traders face disadvantages against quantitative firms in short-term trading because of differences in data processing, execution speed, and trading infrastructure. It describes how large orders can be divided into many…
This Expert Advisor uses a fixed alternating direction: it starts with a buy and switches between buys and sells on successive trades. It opens trades at candle starts and applies stop loss and take profit settings. After a losing trade, the next position…
This MetaTrader 5 Expert Advisor is a position-management utility for traders who enter trades manually. It does not create entry signals or open positions. For buys, it places an initial stop beyond a recent swing low; for sells, beyond a recent swing high.…