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DAnonyvinciT
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akshare-stock

Retrieve China A-share market data via the AKShare Python library.

55|14|Updated Jan 15, 2026
Search Tags:#financial data#stock analysis#stock market#financial reports#akshare#a-share#real-time quotes
One-click install
npx skills add https://github.com/DAnonyvinciT/akshare-stock-skill --skill akshare-stock
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: akshare-stock
Source: https://github.com/DAnonyvinciT/akshare-stock-skill/tree/main/akshare-stock
Command: npx skills add https://github.com/DAnonyvinciT/akshare-stock-skill --skill akshare-stock

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires akshare, pandas, numpy, pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill empowers AI assistants to access, process, and analyze China A-share market data, overcoming the limitations of not having real-time financial information.

Core Features & Use Cases

  • Real-time Stock Quotes: Get the latest stock prices and market movements.
  • Historical Data: Fetch historical K-line data for technical analysis.
  • Financial Analysis: Access fundamental data like financial statements, valuation metrics, and shareholder information.
  • Automated Reporting: Generate comprehensive stock analysis reports.
  • Use Case: An AI assistant can use this Skill to provide users with up-to-date stock performance, analyze a company's financial health, or generate investment recommendations based on various data points.

Quick Start

Use the akshare-stock skill to get the real-time quote for stock code 002475.

Frequently Asked Questions about akshare-stock

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

FAQPage Schema
How do I get real-time stock quotes for China A-shares?▼

To get real-time A-share stock quotes, use this Skill to retrieve the latest stock prices and market movements for specific stock codes through the AKShare Python library. It fetches current trading data directly.

Can I fetch historical K-line data for A-share technical analysis?▼

Yes, you can fetch historical K-line data for A-share technical analysis. The Skill retrieves historical market data via AKShare, enabling you to perform technical analysis on past stock price movements.

How do I access A-share financial statements and valuation metrics?▼

You can access A-share financial statements and valuation metrics by using the Skill to retrieve fundamental data. It provides financial statements, valuation metrics, and shareholder information for comprehensive financial analysis.

Does this Skill support automated A-share stock analysis report generation?▼

Yes, the Skill supports automated A-share stock analysis report generation. It enables AI assistants to generate comprehensive reports by combining real-time quotes, historical data, and fundamental financial metrics.

What Python libraries are required to retrieve A-share market data?▼

You need Python libraries including akshare for data access, along with pandas, numpy, and pyyaml. These dependencies support data processing, numerical analysis, and configuration management for A-share market data retrieval.

Are there caching and scheduling functionalities for A-share data retrieval?▼

Yes, there are built-in caching and scheduling functionalities for A-share data retrieval. These features optimize data fetching processes and support automated investment analysis workflows without repeated manual requests.

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