stock-analyzer

Analyze stock investment opportunities using AKShare market data and scoring.

Updated May 8, 2026
One-click install
npx skills add https://github.com/Ynyqy/ZAgent --skill stock-analyzer-ynyqy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stock-analyzer
Source: https://github.com/Ynyqy/ZAgent/tree/main/zagent/workspace/skills/stock-analyzer
Command: npx skills add https://github.com/Ynyqy/ZAgent --skill stock-analyzer-ynyqy

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Stock analysts spend hours collecting data, calculating metrics, and synthesizing insights. Stock-analyzer automates data gathering, multi-faceted analysis, and reporting to accelerate research and decision-making.

Core Features & Use Cases

  • Real-time data retrieval and metrics computation from AKShare and other sources.
  • Multi-faceted analysis modules: dragon_tiger, northbound_analysis, margin_analysis, shareholder_analysis, concept_analysis, and a comprehensive scoring engine.
  • Use Case: Compare two tickers to surface which has stronger momentum and favorable risk-reward.

Quick Start

Analyze a ticker (for example 600519) to generate a comprehensive, multi-faceted stock analysis report.

Frequently Asked Questions about stock-analyzer

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

FAQPage Schema
How do I automate stock analysis and risk assessment using real-time market data?

Automate stock analysis by retrieving real-time and historical market data via AKShare to evaluate technicals, capital flows, and risk assessments. This pipeline computes multi-faceted metrics to deliver reliable scoring and actionable investment recommendations.

Can I compare two stocks to find which has stronger momentum and favorable risk-reward?

Yes, cross-stock comparison evaluates multiple tickers to surface which has stronger momentum and favorable risk-reward. It analyzes capital flows, policy signals, and technical indicators to synthesize comparative investment opportunities.

Does stock analysis with AKShare and Tushare support northbound and margin capital flow analysis?

Stock analysis with AKShare and Tushare supports northbound analysis, margin analysis, and dragon_tiger evaluations. These modules track capital flows and shareholder dynamics to compute comprehensive risk assessments and scoring.

What's the best way to generate a comprehensive investment scoring report for a single ticker?

Generate a single-stock evaluation by running an end-to-end pipeline that analyzes technicals, concept analysis, and shareholder data. The comprehensive scoring engine synthesizes these facets into actionable insights using modular scripts with robust error handling.

Do I need pandas and numpy to calculate technical indicators for stock investment research?

Yes, pandas and numpy are required dependencies to process retrieved market data and calculate technical indicators. They enable the data manipulation and numerical computation needed for the multi-faceted analysis and scoring engine.

Why does stock data retrieval fail and how does error handling maintain reliable analysis?

Stock data retrieval can fail due to API rate limits or connection issues, but robust error handling maintains reliable analysis. The modular scripts implement fallback mechanisms to ensure continuous data processing and accurate risk assessment outputs.