signalGitHub Trending2026-09-25
TNT-Likely/PanWatch
PanWatch is a self-hosted AI watch assistant that integrates the TradingAgents multi-agent investment framework, supporting real-time monitoring of A-shares, H-shares, and US stocks. With a 9-agent team, it runs technical, sentiment, news, and fundamental analyses, debates bull and bear cases, and produces a PM decision report in 3-5 minutes, pushed to Telegram, WeChat, or DingTalk. Each analysis costs about $0.05 using the default deepseek-chat, and deployment is a one-command Docker setup.
- for who
- Self-hosted investors and traders who want AI-driven decision support without exposing their portfolio data to third parties.
- what changes
- Users get a private, end-to-end AI investment analysis pipeline that turns their holdings into actionable reports and alerts directly on their messaging apps.
- to do
- Deploy PanWatch via the provided Docker command, configure an OpenAI-compatible API and notification channels, then add stocks to trigger agent analysis.
key points
- Integrates TradingAgents 9-agent framework for complete investment decisions
- Covers A-shares, H-shares, US stocks with multi-account aggregation
- Docker one-click deploy, data private, push to Telegram/WeChat/DingTalk
#self-hosted AI#TradingAgents#multi-agent investment decisions#open-source project#A/H/US stocks
score
score 8 out of 10. 0-10: how dense the facts are, multiplied by how much you can do with them after reading. 8+ means the topic's evidence bar is met: benchmarks and availability for a new model, amount and investors for a funding round, revenue figures for a solo-money story. Below 5 an item does not enter the digest. A press release scores 3 or less, a reprint loses 2, anything older than 14 days loses 1, a headline that misleads loses 3.
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