Quant research

A-Stockit

A-Stockit is the right NatsuFox project if your problem is not “I need a chatbot,” but “I need a reusable AI-native workflow for China A-share research, watchlist management, analysis, and decision support.”

Who should click

Use A-Stockit when the market workflow itself needs structure.

Investors and active traders

Choose A-Stockit if you want AI-assisted watchlists, market interpretation, and decision outputs tailored to the A-share market.

Quant researchers and framework developers

Choose A-Stockit if you need reusable domain capabilities that can be called by agent frameworks rather than rebuilt from scratch each time.

What you get

From scattered market data to reusable decision workflows.

Watchlists Manage the stocks you care about as durable workflow inputs, not throwaway prompts.
Research outputs Turn observations, analysis, and interpretations into persistent artifacts that can be revisited and compared.
Decision support Use a domain-specific workflow for A-share research rather than forcing a generic tool to improvise market structure.

Best next link

The repository is the main destination today.

Repo-first click path

A-Stockit is currently best explored from the repository itself. That is where the installation path, workflow definitions, and implementation details live.

FAQ

Two fast routing questions.

When should I use A-Stockit instead of a generic agent?
Use A-Stockit when the work specifically requires a reusable A-share market workflow rather than a generic assistant with no domain structure.
Is A-Stockit primarily for investors or framework builders?
It serves both. Investors and researchers can use it directly, while framework builders can integrate A-share capabilities into agent runtimes.