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tushare

Query Chinese financial market data for equities, funds, bonds, and macro indicators.

Updated Jul 29, 2026
Search Tags:#finance#market data#stocks#etf#macroeconomics#tushare
One-click install
npx skills add https://github.com/santoosaraujo/vibe-trading-claude --skill tushare-santoosaraujo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tushare
Source: https://github.com/santoosaraujo/vibe-trading-claude/tree/main/.claude/skills/tushare
Command: npx skills add https://github.com/santoosaraujo/vibe-trading-claude --skill tushare-santoosaraujo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tushare, pandas, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill solves the challenge of accessing fragmented and complex Chinese financial data by providing a unified, standardized API for stocks, funds, bonds, and macroeconomic indicators.

Core Features & Use Cases

  • Multi-Asset Coverage: Retrieve real-time and historical data for stocks, ETFs, futures, and digital currencies.
  • Fundamental & Macro Analysis: Access company financial reports, fund manager profiles, and macroeconomic indicators like GDP, CPI, and PPI.
  • Use Case: A researcher can use this Skill to pull historical daily price data for a specific ETF and correlate it with macroeconomic interest rate trends to build a quantitative investment model.

Quick Start

Use the tushare skill to initialize the pro interface and retrieve the latest daily price data for the ETF with code 510330.SH.

Frequently Asked Questions about tushare

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I access Chinese financial market data for stocks and ETFs?▼

You can access Chinese financial market data by using a standardized API interface to query real-time and historical datasets for equities, ETFs, and funds. This Skill retrieves comprehensive market information aggregated from multiple exchange sources.

What do I need to authenticate and retrieve macroeconomic indicators for quantitative research?▼

To retrieve macroeconomic indicators like GDP and CPI for quantitative research, you need the tushare-pro library installed and a valid user token to authenticate your requests. These prerequisites allow access to comprehensive datasets.

Can I use this tool to pull historical daily price data for building an investment model?▼

Yes, you can pull historical daily price data for assets like ETFs to build a quantitative investment model. The interface facilitates data-driven decision making by providing historical price records alongside macroeconomic interest rate trends.

Does the data interface support querying company financial reports and fund manager profiles?▼

The data interface supports querying company financial reports, fund manager profiles, and macroeconomic indicators. It provides multi-asset coverage for fundamental analysis, enabling users to retrieve comprehensive financial data for stocks, funds, and bonds.

What is the best way to correlate ETF price data with macroeconomic trends?▼

The best way to correlate ETF price data with macroeconomic trends is to query historical daily prices and macroeconomic indicators simultaneously. This allows researchers to aggregate exchange data and perform direct financial analysis.

Are there limitations when accessing fragmented Chinese financial data from multiple exchange sources?▼

Accessing fragmented Chinese financial data requires aggregating information from multiple exchange sources, meaning users must have a valid token and the correct libraries installed. This standardized interface solves fragmentation complexity by unifying the query process.

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