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Jaykaijack
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akshare-finance

Retrieve stock, macro, crypto, and FX data via Python AKShare scripts.

Updated Mar 15, 2026
Search Tags:#python#data#finance#cryptocurrency#stock#macro#akshare
One-click install
npx skills add https://github.com/Jaykaijack/openclaw-backup --skill akshare-finance
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: akshare-finance
Source: https://github.com/Jaykaijack/openclaw-backup/tree/main/skills/akshare-finance
Command: npx skills add https://github.com/Jaykaijack/openclaw-backup --skill akshare-finance

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

AKShare finance data access can be challenging to assemble and keep up-to-date across asset classes; this Skill wraps AKShare into a consistent, runnable toolkit to retrieve real-time and historical data for stocks, macro indicators, crypto, FX, and more.

Core Features & Use Cases

  • AKShare wrapper: unified access to stock, macro, crypto, and FX data via simple Python calls.
  • Data retrieval & analysis: fetch real-time quotes, K-line data, and macro indicators for dashboards, research, or automation.
  • Use Case: automate daily market data pulls for a watchlist and log values to CSV or a database.

Quick Start

Install dependencies and run a sample script from scripts/ to fetch stock prices.

Frequently Asked Questions about akshare-finance

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

FAQPage Schema
How do I retrieve real-time stock and cryptocurrency data using Python?▼

This Skill provides a unified AKShare wrapper to fetch real-time stock and crypto data via simple Python calls, returning structured Pandas DataFrames ready for analysis.

Can I automate daily market data pulls for a watchlist and log values to CSV?▼

Yes, you can automate daily market data pulls by running the provided Python scripts to extract prices and log values directly to CSV files or a database.

Does this AKShare wrapper support macro indicators and FX data retrieval?▼

Yes, this AKShare wrapper supports FX data and macro indicators retrieval, providing consistent programmatic access across multiple asset classes for research and dashboards.

Do I need Pandas to fetch K-line data and macro indicators with this toolkit?▼

Yes, you need Python, AKShare, and Pandas installed to run the scripts for fetching K-line data and macro indicators, as the toolkit relies on these dependencies for data structuring.

What is the best way to access historical finance data across different asset classes?▼

The best way to access historical finance data across asset classes is using this consistent AKShare toolkit, which applies robust error handling to reliably retrieve data for stocks, crypto, and macro workflows.

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