Skills
.Work. You
Rest

AkShare Mastery

Community

Fetch A-share data reliably with resilience patterns.

Finance & Accounting#financial data#proxy#retries#akshare#scraping resilience#a-share quotes
Authorsunny-kobe
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It helps you reliably fetch Chinese A-share market data using AkShare despite frequent upstream changes and IP blocking, so your investment research workflow doesn’t break mid-run.

Core Features & Use Cases

  • Proxy & environment configuration: Ensures AkShare traffic can pass through your network using standard HTTP(S) proxy environment variables.
  • Core AkShare interfaces for common tasks: Covers real-time spot quotes, historical daily K-lines, and market breadth indicators such as northbound fund flows.
  • Resilience patterns for production robustness: Adds timeout protection, retry strategies, and empty-result validation to prevent silent failures and misleading outputs.
  • Use Case: You want to generate a research report that blends today’s spot snapshot with historical daily candles for selected symbols; this skill teaches how to fetch both safely and detect when data is missing or blocked.

Quick Start

Ask the AI to explain how to set HTTP_PROXY/HTTPS_PROXY and implement a retry + empty-data validation wrapper around ak.stock_zh_a_hist for a given stock symbol and date range.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: AkShare Mastery
Download link: https://github.com/sunny-kobe/ai_sentiney/archive/main.zip#akshare-mastery

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.