What are the technical requirements?

You need a Python environment with akshare, pandas, and numpy installed. Claude will guide you through the dependency check and installation process.

Does it provide investment advice?

The tool provides data-driven analysis and quantitative evaluations based on historical figures; it does not constitute professional financial advice.

What data sources does this skill use?

The skill uses the akshare Python library to fetch public financial data, market quotes, and company announcements from official Chinese stock market sources.

Can I use this for real-time day trading?

No, this skill is optimized for low-frequency value investing and fundamental analysis rather than high-frequency or short-term technical trading.

Does it support DCF valuation?

Yes, it includes a valuation calculator that supports Discounted Cash Flow (DCF), Dividend Discount Model (DDM), and relative valuation methods with adjustable parameters.

China Stock Analysis

Name: China Stock Analysis
Author: sugarforever

bysugarforever

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データサイエンスとML

Analyzes China A-share stocks using value investing principles and comprehensive financial data screening.

概要

The China Stock Analysis skill empowers Claude to act as a sophisticated investment research assistant for the A-share market. It leverages the akshare library to perform deep-dive financial health checks, calculate intrinsic valuations via DCF and DDM models, and conduct industry-wide peer comparisons. Designed for long-term value investors, it helps identify high-quality companies, detect potential financial anomalies, and assess policy-driven market risks, providing structured reports and data-driven insights directly within the terminal.

主な機能

Comprehensive stock screening based on PE, ROE, growth, and dividend metrics
In-depth industry comparison and horizontal benchmarking
Multi-model valuation calculations including DCF, DDM, and relative valuation
Structured Chinese-language investment reports with professional templates
Automated financial anomaly detection for risk mitigation and audit-like checks
53 GitHub stars

ユースケース

Screening the HS300 for high-dividend, low-PE value stocks with safety margins
Generating deep-dive financial analysis reports for specific A-share companies
Detecting accounting red flags such as cash flow divergence or inventory anomalies

概要

主な機能

Comprehensive stock screening based on PE, ROE, growth, and dividend metrics
In-depth industry comparison and horizontal benchmarking
Multi-model valuation calculations including DCF, DDM, and relative valuation
Structured Chinese-language investment reports with professional templates
Automated financial anomaly detection for risk mitigation and audit-like checks
53 GitHub stars

ユースケース

Screening the HS300 for high-dividend, low-PE value stocks with safety margins
Generating deep-dive financial analysis reports for specific A-share companies
Detecting accounting red flags such as cash flow divergence or inventory anomalies