Tushare-Finance-Skill-for-Claude-Code

🥈Silver

A Claude Code skill that connects AI agents to the Tushare financial data API, enabling automated retrieval of Chinese stock market data. Designed for developers and analysts building finance automation workflows.

4030Updated 1mo ago

Intermediate30min to implementautomation

Saves ~55 min per use

Quick InstallView Source

git clone https://github.com/StanleyChanH/Tushare-Finance-Skill-for-Claude-Code.git

Works with:

Claude

Overview

About This Skill

The Tushare Finance Skill for Claude Code integrates the Tushare financial data platform directly into AI agent workflows, allowing Claude Code and similar tools to query Chinese stock market data programmatically. It includes a Python API client with batch query support and command-line tools for flexible data access. The skill ships with a quick reference guide and structured documentation to help developers get started with finance automation tasks. It is suited for developers, quants, and analysts who want to automate data retrieval, analysis, or reporting pipelines using AI coding assistants.

How to Use

The skill requires a Tushare API token to authenticate against the Tushare data platform. It provides a Python API client and command-line scripts that can be invoked from Claude Code. A QUICK_REFERENCE.md file is included for fast lookup of available commands and query patterns.

Use Cases

Fetching historical Chinese stock price data inside a Claude Code session

Running batch queries against the Tushare API from an AI agent workflow

Automating financial data retrieval for analysis or reporting scripts

Using command-line tools to pull Tushare data without writing custom API code

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/StanleyChanH/Tushare-Finance-Skill-for-Claude-Code

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

I need to automate financial data analysis using Tushare in Python. Generate a script that fetches stock data for [COMPANY] in the [INDUSTRY] sector from [START_DATE] to [END_DATE], calculates key financial metrics like P/E ratio, and exports the results to a CSV file. Include error handling and logging.

Example Output

```python
import tushare as ts
import pandas as pd

# Initialize Tushare with your token
pro = ts.pro_api('[YOUR_TUSHARE_TOKEN]')

# Fetch stock data for Apple Inc. in the Technology sector
try:
    df = pro.daily(ts_code='000001.SZ', start_date='2023-01-01', end_date='2023-12-31')
    df['P/E Ratio'] = df['close'] / df['pe']  # Calculate P/E Ratio
    df.to_csv('apple_stock_data.csv', index=False)
    print("Data fetched and saved successfully.")
except Exception as e:
    print(f"An error occurred: {e}")
```