TNT-Likely / PanWatch
Self-hosted AI stock monitoring that turns your portfolio into an always-on multi-agent research desk with real-time alerts across A-shares, HK, and US markets.
星标趋势
AI 分析
项目摘要
PanWatch is a self-hosted AI stock monitoring application that provides portfolio insights, real-time alerts, and automated research reports for China A-shares, Hong Kong, and US markets. Powered by the TradingAgents multi-agent framework, it orchestrates specialist analysis agents, bull/bear debates, and risk reviews to deliver actionable investment intelligence through multiple messaging channels.
为什么值得关注
PanWatch stands out by combining sophisticated multi-agent AI research (TradingAgents) with practical self-hosted stock monitoring across three major markets, offering privacy-focused portfolio analysis with multi-channel alerting via Telegram, WeCom, DingTalk, and Feishu. Its rapid release cadence (31 releases in 6 months) and bilingual support demonstrate strong product-market fit for Chinese and international investors.
优势
- Multi-market coverage (A-shares, HK, US) with localized data sources (akshare)
- Self-hosted privacy-first design keeping portfolio data under user control
- Multi-channel alerting (Telegram, WeCom, DingTalk, Feishu, Bark, webhooks)
- Powered by sophisticated TradingAgents multi-agent research framework
- Model-agnostic with OpenAI-compatible API support (DeepSeek, etc.)
- Active development with 31 releases in 6 months and Docker/PWA support
局限性
- Only 3 contributors creating bus factor risk
- Relatively new project (created January 2026) with limited track record
- No examples directory for onboarding new users
- Requires self-hosting infrastructure and API key management
使用场景
- Individual investors automating portfolio monitoring and research
- Quantitative traders generating AI-powered technical and fundamental analysis
- Investment teams distributing automated research reports via messaging apps
- Chinese market investors needing local data integration with global market coverage