Daily Stock Analysis

Daily Stock Analysis is an LLM-driven stock analysis system that generates daily reports and market reviews for Chinese and US markets.

Daily Stock Analysis is an LLM-driven intelligent stock analysis system designed for A-shares, Hong Kong stocks, and US stocks. It integrates market data, news sentiment, technical indicators, and fundamentals to generate daily stock decision reports and market reviews. Users can run strategy-based Q and A with AI agents, track watchlists, and receive automated updates. The system connects data sources like TickFlow, AkShare, Tushare, YFinance, and Longbridge with fallback links. Reports store in SQLite for backtesting, and users can deploy the software via GitHub Actions, local environments, or Docker containers.

Daily Stock Analysis at a glance

Best for: Finance
Runs on: Web, CLI, self-hosted
Pricing: Free
Released: January 2026
Category: AI research tool
Website: dsa.zhulinsen.tech

Key features

Cover A-shares, Hong Kong stocks, US stocks, and ETFs
Integrate market data, news, technicals, and fundamentals
Generate structured stock decision reports and ratings
Support strategy-based Q and A with AI agents
Store historical reports in SQLite for backtesting
Push notifications to enterprise WeChat, Lark, Telegram, Discord, Slack, and email
Provide WebUI, CLI, and bot interaction scenarios

Use it for

Generate daily research reports for stock watchlists
Review overall market performance and sector strength
Ask specific strategy questions about individual stocks
Automate daily stock report generation via GitHub Actions

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