AI AGENTS
daily_stock_analysis
by ZhuLinsen
Overview
LLM-powered stock analysis system for A/H/US markets with market data, real-time news, decision dashboards, and multi-channel notifications.
Details
daily_stock_analysis is a GitHub project by ZhuLinsen for LLM-driven stock analysis across A-shares, Hong Kong stocks, and US stocks. The repository description highlights multi-source market data, real-time news, an LLM decision dashboard, multi-channel push notifications, and zero-cost scheduled operation. Its SKILL.md defines a stock_analyzer skill for single-stock analysis, multi-stock analysis, and market review functions backed by src/services/analyzer_service.py. The English full guide documents Docker deployment, image registries, quick-start cloning, environment configuration, Web/API mode, and scheduled analyzer mode.
When to Use
Analyze individual stocks, groups of stocks, or broader market conditions for A/H/US markets using an LLM-backed workflow. Run scheduled stock analysis with market data, news inputs, dashboard review, and push notifications. Evaluate a GitHub-hosted stock-analysis agent/project that exposes documented skill, deployment, Web/API, and scheduled modes.
Getting Started
- Review the GitHub repository: https://github.com/ZhuLinsen/daily_stock_analysis
- Read SKILL.md to understand the stock_analyzer skill and supported analysis functions.
- Use the English full guide for quick-start cloning, environment configuration, and Docker deployment.
- Choose the documented operating mode: Web/API mode or scheduled analyzer mode.
Key Features
- •LLM-driven analysis for A-shares, Hong Kong stocks, and US stocks.
- •Multi-source market data and real-time news inputs.
- •LLM decision dashboard and multi-channel push notifications.
- •Documented stock_analyzer skill covering single-stock analysis, multi-stock analysis, and market review.
- •Deployment documentation covering Docker, image registries, environment configuration, Web/API mode, and scheduled analyzer mode.
Capabilities
- •single-stock analysis
- •multi-stock analysis
- •market review
- •scheduled analysis
- •Web/API operation
- •multi-channel notifications
Last updated May 31, 2026