Last week, I open-sourced an AI-powered stock analysis system for the Chinese A-share market. Today I want to show you what it actually does — with real data from the July 30 trading session.

The Problem

Most A-share analysis tools fall into one camp: purely technical (MACD/KDJ/RSI overlays), purely fundamental (PEG/ROE screens), or purely sentiment-based (social media buzz). None of them talk to each other. Retail investors are left stitching three separate dashboards together.

The Solution: Three-Pillar Scoring

The system (called A-Share Stock Analysis Expert) runs three independent analysis pipelines on every stock in the watchlist: