2026 07 19

---
title: huiyonghkw/hekouwang-stock-data-reader-skill
category: daily-digests/2026-07-19
tech_stack:
- Python
- akshare
- Pandas
- Claude Code
- Node.js
- SVG
- akfamily/akshare
quality_score: 8
rag_relevance: 6
tags:
- stock analysis
- financial data
- Claude Code Skill
- compliance-safe
- automated reporting
source: https://github.com/huiyonghkw/hekouwang-stock-data-reader-skill
discovered_at: '2026-07-15T14:48:56Z'
evaluated_by: mistral-small-latest
---

## Summary
A Claude Code Skill that fetches and analyzes Chinese A-share stock public data (fund flows, valuation bands, financial statements, etc.) using akshare, then generates neutral post-mortem financial reports in a V2米白 'data console' style suitable for public platforms like WeChat and Toutiao. It includes built-in financial compliance safeguards to avoid stock recommendations or predictions.

## Key Features
- Fetches multi-source A-share stock data (fund flows, valuation, financials, etc.) via akshare without requiring API keys
- Generates neutral, compliance-safe financial reports with built-in risk disclaimers (no stock recommendations or predictions)
- Automated pipeline for data fetching, analysis, and report generation (8 charts per report)
- Designed for seamless integration with Claude Code for hands-free operation
- Supports public platform publishing (WeChat, Toutiao) with V2米白 'data console' visual style

## Why It Matters for RAG Builders
Provides a compliant, automated way to generate neutral financial reports from public data, reducing manual effort for content creators and ensuring regulatory adherence in financial reporting.

## Tech Stack Deep Dive
### Python
Automated review identified **Python** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### akshare
Automated review identified **akshare** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Pandas
Automated review identified **Pandas** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Claude Code
Automated review identified **Claude Code** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### Node.js
Automated review identified **Node.js** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### SVG
Automated review identified **SVG** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.

### akfamily/akshare
Automated review identified **akfamily/akshare** as a key module contributing to infrastructure orchestration or cognitive reasoning boundaries in this project.



## Installation
```bash
# Please check the repository README for specific installation instructions.
```

## Related Vault Entries
<!-- Auto-populated by build-index.js based on tech_stack overlap -->