[Discussion] AI equity research agents for China A-share factor workflows

Hi FinRobot team,

FinRobot’s direction is very close to what I am interested in: using LLM agents for financial analysis, equity research, report generation, valuation, risk assessment, and professional research workflows.

I am building a related but more China A-share-specific project: **[Factor Lab](https://www.afactorlab.com/)**.

Factor Lab focuses on:

- A-share factor library and stock screening;
- profit-gap / earnings-event driven stock pools;
- AI roundtable research reports;
- historical strategy review and report gallery.

The main difference is that Factor Lab starts from a quant/factor stock pool first, then asks multiple AI roles to debate and explain each candidate. So the AI report is not only generated from a ticker, but connected to a prior factor-selection process.

Some questions I would love to exchange on:

- how to make AI-generated equity reports auditable;
- how to combine valuation/fundamental agents with quantitative factor scores;
- how to avoid agent reports becoming generic;
- whether stock-pool history can be used to evaluate agent quality over time.

Project link for reference: https://www.afactorlab.com/