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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, 2026
Stars
66,156
Stars · 7d
+322
Stars · 30d
+1,489
30d momentum
+2.3%
Forks
55,097
Open issues
28
Language
Python
Last push
today

Latest release v3.32.0 on Sep 6, 2026. Repository created Jan 10, 2026.

8.8k10.0k11.2kJun 13Oct 11
Cumulative GitHub stars, Jun 13, 2026 to Oct 11, 2026. Source: OSSInsight star history.

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