ZhuLinsen/daily_stock_analysis

What is it?

Key features

• 01Generates decision reports with scores, trend, buy/sell levels and risk alerts
• 02Covers A-shares, HK, US, JP, KR and Taiwan stocks plus ETFs
• 03Pushes results to WeCom, Feishu, Telegram, Discord, Slack and email
• 04Web workbench with manual analysis, history reports, backtesting and portfolio tracking
• 05Runs on GitHub Actions, Docker or a local scheduler

Use cases

• Getting a daily summary of a personal watchlist pushed to a chat app
• Running scheduled stock analysis without a server using GitHub Actions
• Testing how an LLM interprets market data and news for multiple markets

Quick start

1. 1

   Clone the repository

   git clone https://github.com/ZhuLinsen/daily_stock_analysis.git && cd daily_stock_analysis
2. 2

   Install dependencies

   pip install -r requirements.txt
3. 3

   Create the environment config file

   cp .env.example .env && vim .env
4. 4

   Run an analysis

   python main.py

Things to know

• !Needs at least one AI model API key, such as Modelflare, AIHubMix, Gemini, Anthropic or an OpenAI-compatible service.
• !Free market data sources such as AkShare and YFinance are subject to rate limits and upstream changes, so stability is not guaranteed.

In collections

Topics

FAQ

What is daily_stock_analysis?

LLM-driven stock analysis system covering A-shares, HK, US, JP, KR and Taiwan stocks, pushing daily decision dashboards to chat apps and email. This project runs daily analysis on a watchlist of stocks across A-shares, Hong Kong, US, Japanese, Korean and Taiwanese markets. It aggregates market quotes, K-line data, technical indicators, news and announcements, then uses an LLM to produce a decision report with scores, trend reads, buy and sell levels, risk alerts and catalysts.

Is daily_stock_analysis free to use? What license does it have?

daily_stock_analysis is open source under the MIT license. Check the license terms before using it in commercial products.

Is daily_stock_analysis still maintained?

Actively maintained. The last commit to daily_stock_analysis was on Nov 7, 2026.

What can I use daily_stock_analysis for?

Getting a daily summary of a personal watchlist pushed to a chat app Running scheduled stock analysis without a server using GitHub Actions Testing how an LLM interprets market data and news for multiple markets

How do I install daily_stock_analysis?

Clone the repository: git clone https://github.com/ZhuLinsen/daily_stock_analysis.git && cd daily_stock_analysis Install dependencies: pip install -r requirements.txt Create the environment config file: cp .env.example .env && vim .env Run an analysis: python main.py

Where can I get daily_stock_analysis?

The source code and installation instructions are on GitHub: https://github.com/ZhuLinsen/daily_stock_analysis