Daily Stock Analysis
LLM-driven watchlist analysis for A-share, HK, US, Japan, Korea and Taiwan stocks, pushed daily
By ZhuLinsen
Live GitHub metrics
Live GitHub data · Oct 11, 2026Latest release v3.32.0 on Sep 6, 2026. Repository created Jan 10, 2026.
What it is
Analyses a user-defined watchlist with an LLM every day and pushes a decision dashboard to WeCom, Feishu, Telegram, Discord, Slack or email. It runs for free on a GitHub Actions schedule with free data sources (AkShare, Baostock, yfinance) by default, which explains much of its adoption. Created in January 2026 and already the second most-starred project in the category after TradingAgents; documentation is primarily Chinese and the authors have published a paper on arXiv.
In the maintainers' words: “LLM 驱动的多市场股票智能分析系统:多源行情、实时新闻、决策看板与自动推送,支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.”
Markets
- China A-shares
- Hong Kong
- US equities
- Japan
- Korea
- Taiwan
Tags
- Stock analysis
- Watchlist
- Scheduled
- Push notifications
- Multi-market
- #a-stock
- #ai-agent
- #aigc
- #llm
- #quant
- #quantitative-finance
- #quantitative-trading