Daily Stock Analysis
LLM-powered daily stock analysis for A-share, Hong Kong, and US markets with multi-source data and automated reports.
How the 7.2 was reached
- Quality of output7/10
65,782 stars and 54,898 forks, active; no independent check of report accuracy. github.com
- Ease of use7/10
Zero-server GitHub Actions, local or Docker deployment with docs; needs AI keys and configuration. dsa.zhulinsen.tech
- Pricing value8/10
MIT open source, zero-cost deployment via GitHub Actions; model API keys may cost. github.com
- API and integration quality7/10
Multiple data sources, many LLM providers and delivery to Slack, Telegram, Discord, Feishu, email; no formal API noted. dsa.zhulinsen.tech
- Solves the problem it claims to solve7/10
Heavy adoption (65k stars) supports the daily-report use; no independent evidence that the decisions are sound. github.com
7.2/10 is the mean of the 5 criteria that apply. Scored on the five-criteria rubric v1, 29 September 2026. How scoring works
Pricing
- Self-hosted
- Full feature access
- GitHub Actions deployment
- Docker support
- Local WebUI
Key Features
- Multi-market coverage: A-shares, Hong Kong, and US stocks plus ETFs
- LLM-generated daily decision reports with scores, trend calls, and risk alerts
- News and sentiment aggregation from announcements, search results, and social feeds
- Agent-based strategy queries using moving averages, wave theory, and trend strategies
- Historical backtesting via SQLite with direction accuracy and simulated returns
- Multi-channel push notifications: WeChat Work, Feishu, Telegram, Discord, Slack, email
Pros & Cons
Pros
- Completely free and open source — no subscription cost
- Covers three major markets (A-share, HK, US) in one system
- Flexible deployment: GitHub Actions, local, or Docker
- Multiple data source fallbacks (AkShare, Tushare, YFinance, Longbridge)
Cons
- Requires self-hosting and manual configuration of LLM API keys and data sources
- Interface and documentation primarily in Chinese, limiting accessibility for non-Chinese users
- No managed SaaS option — all infrastructure burden falls on the user
- Community support limited to GitHub Issues and email
DSA is a capable open-source LLM stock analysis system well-suited for technically savvy investors focused on Chinese and US markets who want daily AI-generated reports without a subscription fee. Setup complexity and Chinese-first UX are real barriers for non-technical or non-Chinese-speaking users. For those who clear the setup hurdle, the feature depth — multi-market data, sentiment, backtesting, and multi-channel notifications — is genuinely impressive for a free self-hosted tool.
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