How to use daily_stock_analysis: LLM-powered multi-market stock analysis and automated delivery

Mon, 22 Jun 2026 08:05:45 +0800

ZhuLinsen/daily_stock_analysis is an LLM-driven multi-market stock analysis system. It combines market data, news, market reviews, decision dashboards, and automated delivery. It is useful for personal research and automated information organization.

Project repository:

https://github.com/ZhuLinsen/daily_stock_analysis

Online preview:

https://dsa.zhulinsen.tech

Note: tools like this can only help organize information. They are not investment advice. Real trading decisions require your own risk judgment.

Run Locally

The README gives a clear local workflow:

# Clone the project
git clone https://github.com/ZhuLinsen/daily_stock_analysis.git && cd daily_stock_analysis

# Install dependencies
pip install -r requirements.txt

# Configure environment variables
cp .env.example .env && vim .env

# Run analysis
python main.py

The key is .env. Fill in the configuration according to your own data sources, LLM service, and delivery channels. Do not rush into scheduled jobs. Run it locally once first.

Common Commands

Debug mode:

`1`	`python main.py --debug`

Dry run without actually sending notifications:

`1`	`python main.py --dry-run`

Specify stocks:

`1`	`python main.py --stocks 600519,hk00700,AAPL`

Generate a market review:

`1`	`python main.py --market-review`

Scheduled execution:

`1`	`python main.py --schedule`

Start only the service:

`1`	`python main.py --serve-only`

Web UI

If you want to view the dashboard in a browser, run:

`1`	`python main.py --webui`

Or start only the Web UI:

`1`	`python main.py --webui-only`

GitHub Actions Workflow

This project is also suitable for scheduled execution with GitHub Actions:

Fork the repository.
Configure API keys and delivery parameters in repository Secrets.
Enable Actions.
Run the workflow manually once.
After confirming output and delivery, let the scheduled job take over.

Usage Suggestions