What problem does it solve? It turns raw QuantDB market data (indices, market breadth, sector heatmaps, capital flows) into a structured daily market analysis report without manual data wrangling, delivering both Markdown and research-style PDF outputs. ## Core Features & Use Cases - Full-market data aggregation: Pulls core indices, advance/decline breadth, limit-up/down counts, Shenwan industry and concept heatmaps, 1/3/5-day sector performance, and 1/5/10-day capital flows via the backend quantdb_feed module. - AI-written interpretation: The agent writes market overview, structural opportunities, risk warnings, and next-day watch items strictly from the generated facts JSON, with no fabricated numbers. - Report delivery pipeline: Converts Markdown to a research-styled PDF via md_to_pdf_report.py and files both formats into the stock reports directory visible in the frontend. - Use Case: Ask "今天市场怎么样" and receive a same-day market snapshot report covering index structure, sentiment temperature, strongest sectors, and capital flow direction. ## Quick Start Ask the assistant to run a market analysis report for the latest trading day and deliver the Markdown and PDF to the stock reports page.
