TNT-Likely/PanWatch

What it solves

PanWatch is a self-hosted AI investment assistant designed to automate the monitoring and analysis of stock portfolios across A-share, Hong Kong, and US markets. It eliminates the need for manual tracking by providing real-time monitoring, intelligent AI-driven analysis, and automated notifications, ensuring that users don't miss critical market movements or investment opportunities.

How it works

The system integrates the TradingAgents multi-agent framework to simulate a professional investment research team. When triggered, it deploys a chain of specialized agents—including technical, sentiment, news, and fundamental analysts—who debate bullish and bearish views, undergo risk control review, and finally produce a Portfolio Manager (PM) decision document. It also utilizes a suite of technical indicators (MACD, RSI, KDJ) and pattern recognition to monitor price action and trigger alerts via various IM channels like Telegram, WeChat, and DingTalk.

Who it’s for

It is built for individual investors and traders who want professional-grade AI analysis of their holdings without sacrificing data privacy, as the tool is self-hosted.

Highlights

• Multi-Agent Research: Uses a 9-agent relay system to generate deep reasoning chains and investment conclusions.
• Comprehensive Market Coverage: Supports real-time data for A-shares, Hong Kong stocks, and US stocks.
• Automated AI Agents: Includes specialized agents for pre-market strategy, intra-day monitoring, post-market reviews, and news filtering.
• Privacy-First: Self-hosted deployment via Docker ensures portfolio data remains private.
• Flexible Notifications: Integrates with multiple platforms including Telegram, Lark, and custom Webhooks.