Ash

소개

Ash is a robust low-frequency data analysis and trading service built upon `baostock` and `akshare` APIs, specifically tailored for long-term holding and infrequent trading strategies within China's A-share market. Designed with principles of single tool entry and data source prioritization, it offers extensive functionalities ranging from basic financial data retrieval and market overviews to in-depth individual stock analysis and advanced long-term quantitative strategies. Key features include multi-factor scoring, low-frequency backtesting, portfolio rebalancing, and grid trading plan generation. The service produces concise, LLM-friendly outputs and supports nightly data prefetching for efficiency, making it an ideal tool for value investors and strategic traders.

주요 기능

• Comprehensive A-share data retrieval (K-lines, financials, dividends, valuation).
• LLM-friendly output and efficient data prefetching with caching.
• 1 GitHub stars
• Portfolio rebalancing and grid trading plan generation.
• Long-term quantitative strategies like multi-factor scoring and backtesting.
• Market and individual stock analysis, including fund flows and news.

사용 사례

• Execute monthly portfolio rebalancing based on market conditions and individual stock performance.
• Validate and analyze a single stock for long-term holding strategies.
• Perform initial screening for long-term A-share stock candidates.