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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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