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Yrzhe
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akshare-a-shares

Retrieve China A-share market data from local AKShare modules.

33|6|Updated Jan 24, 2026
Search Tags:#real-time data#historical data#CSV export#A-share#akshare#minute data#JSON export
One-click install
npx skills add https://github.com/Yrzhe/claude-skills --skill akshare-a-shares
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: akshare-a-shares
Source: https://github.com/Yrzhe/claude-skills/tree/main/plugins/akshare-a-shares
Command: npx skills add https://github.com/Yrzhe/claude-skills --skill akshare-a-shares

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill enables fast retrieval of China A-share market data using a local AKShare source, allowing you to access real-time quotes, historical K-line data (daily/weekly/monthly), minute-level intraday data (1/5/15/30/60), and adjusted data, as well as shareholder counts and CNINFO disclosures without relying on external web services.

Core Features & Use Cases

  • Real-time A-share quotes, historical daily/weekly/monthly K-lines, and intraday minute data from a local AKShare setup.
  • Access shareholder numbers and CNINFO disclosure information, with built-in scripts to export CSV/JSON or inline Python calls.
  • Use cases include rapid market screening, backtesting with historical data, and automated data exports for research.
  • Default data source prioritizes East Money interfaces; switch to Sina endpoints when specified.

Quick Start

Use the akshare-a-shares skill to quickly fetch A-share data via the included scripts, for example:

  • python3 scripts/akshare_fetch.py spot --source em --format csv
  • python3 scripts/akshare_fetch.py hist --symbol 600519 --period daily --start 20200101 --end 20251231 --format csv
  • python3 scripts/akshare_fetch.py min --symbol 000001 --period 5 --start "2024-12-01 09:30:00" --end "2024-12-02 15:00:00" --format csv
  • python3 scripts/akshare_fetch.py gdhs --when 最新 --format csv
  • python3 scripts/akshare_fetch.py cninfo --symbol 000001 --market 沪深京 --category 年报 --start 20230101 --end 20241231 --format csv

Frequently Asked Questions about akshare-a-shares

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

FAQPage Schema
How do I fetch historical A-share K-line data for backtesting?▼

To fetch historical A-share K-line data, you can use the provided scripts to retrieve daily, weekly, or monthly history from local AKShare sources and export it as CSV or JSON for backtesting.

Can I retrieve real-time China A-share quotes without external web services?▼

Yes, you can retrieve real-time China A-share quotes directly from a local AKShare setup, prioritizing East Money interfaces by default without relying on external web services.

What's the best way to export minute-level intraday A-share data?▼

The best way to export minute-level intraday A-share data is using the built-in Python scripts to fetch 1, 5, 15, 30, or 60-minute intervals from local AKShare and output CSV format.

Does this approach support accessing CNInfo disclosures and shareholder counts?▼

Yes, this approach supports accessing CNInfo disclosure information and shareholder counts through built-in scripts, allowing you to filter by market, category, and date ranges.

Do I need pandas and requests installed to query local A-share market data?▼

Yes, you need pandas and requests installed as dependencies, along with the local AKShare module, to properly execute the scripts and query A-share market data.

Can I switch data sources from East Money to Sina endpoints for A-share data?▼

Yes, you can switch data sources from the default East Money interfaces to Sina endpoints by specifying the source parameter when running the A-share data retrieval scripts.

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