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aj-stock-analysis

Automate A-share stock analysis with value investing principles using Tushare financial data.

Updated Feb 13, 2026
Search Tags:#stock analysis#valuation#a-share#tushare#financial screening#value investing
One-click install
npx skills add https://github.com/zuoa/aj-skills --skill aj-stock-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aj-stock-analysis
Source: https://github.com/zuoa/aj-skills/tree/main/skills/stock-analysis
Command: npx skills add https://github.com/zuoa/aj-skills --skill aj-stock-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tushare, pandas, numpy, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill empowers individual investors by automating complex A-share stock analysis, making value investing principles accessible and actionable.

Core Features & Use Cases

  • Stock Screening: Filter stocks based on custom financial criteria (PE, ROE, debt ratio, etc.).
  • In-depth Analysis: Perform comprehensive financial health checks, valuation calculations (DCF, DDM), and industry comparisons.
  • Risk Assessment: Identify potential financial anomalies and analyze news sentiment for risk signals.
  • Use Case: A user can ask the Skill to "Find A-share stocks with PE under 20, ROE over 15%, and a debt ratio below 60%, then provide a detailed analysis for the top 5."

Quick Start

Use the aj-stock-analysis skill to analyze the stock with code 600519.

Frequently Asked Questions about aj-stock-analysis

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

FAQPage Schema
How do I screen A-share stocks based on custom financial criteria like PE ratio and ROE?▼

Screen A-share stocks by providing custom financial thresholds such as a maximum PE ratio, minimum ROE, and maximum debt ratio. The analysis filters the market using Tushare data to output a list of qualifying stocks for value investing.

What valuation models are used for A-share stock analysis?▼

A-share stock analysis utilizes Discounted Cash Flow (DCF) and Dividend Discount Model (DDM) calculations. These models estimate intrinsic value by processing financial data retrieved via Tushare to support value investing assessments.

Can I perform a financial health check and industry comparison for a specific stock?▼

Financial health checks and industry comparisons are supported for individual A-share stocks. The analysis processes financial statements and market data via Tushare to evaluate company stability and benchmark performance against sector peers.

Do I need a Python environment with specific dependencies for A-share stock analysis?▼

A Python environment is required with tushare, pandas, and numpy installed. These dependencies handle financial data retrieval and numerical calculations to execute value investing analysis and risk assessments.

Does A-share stock analysis include news sentiment and risk anomaly detection?▼

News sentiment and risk anomaly detection are included in the A-share stock analysis. The system evaluates news sentiment to identify risk signals and scans financial data for potential anomalies to warn value investors.

What is the best way to analyze A-share stock 600519 for value investing?▼

Analyzing A-share stock 600519 involves running a comprehensive deep dive into its financial health, valuation, and industry comparison. Provide the stock code to retrieve Tushare data for automated value investing insights.

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