tradingagents-analysis

Analyze A-share stocks with a five-stage multi-agent framework for buy/sell/hold recommendations.

760|224|Updated Mar 2, 2026
One-click install
npx skills add https://github.com/KylinMountain/TradingAgents-AShare --skill tradingagents-analysis-kylinmountain
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tradingagents-analysis
Source: https://github.com/KylinMountain/TradingAgents-AShare/tree/main/skills/tradingagents-analysis
Command: npx skills add https://github.com/KylinMountain/TradingAgents-AShare --skill tradingagents-analysis-kylinmountain

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires curl, python3, and includes scripts (resource) components.

What problem does it solve?

Automates in-depth A-share stock analysis by coordinating 15 specialized AI analysts to produce structured buy/sell/hold recommendations and risk assessments.

Core Features & Use Cases

  • A five-stage, 15-agent workflow covering market data, fundamentals, sentiment, macro factors, and risk evaluation to deliver actionable investment guidance.
  • Supports single-stock analysis or batch analysis with parallel submissions and consolidated results.
  • Privacy-conscious: only symbol, trade date, and horizons are transmitted to the backend; environment-configurable tokens and API URLs; script-based automation provided.

Quick Start

Ask me to analyze a stock, for example: 贵州茅台.

Frequently Asked Questions about tradingagents-analysis

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

FAQPage Schema
How do I get a structured buy/sell recommendation for A-share stocks?

A-share stock analysis generates structured buy/sell/hold recommendations by coordinating 15 AI analysts across market data, fundamentals, sentiment, macro factors, and risk. You submit a JSON payload with symbol, trade date, and horizons via a Bash script.

Can I batch analyze multiple A-share stocks for portfolio tracking?

Yes, you can batch analyze multiple A-share stocks. The framework supports parallel submissions and consolidates results, making it suitable for portfolio tracking and post-trade reviews across multiple symbols simultaneously.

What data do I need to submit for multi-agent stock analysis?

Multi-agent stock analysis requires a JSON payload containing the stock symbol, trade date, and analysis horizons. Only these three data points are transmitted to the backend API, ensuring privacy-conscious processing of your A-share queries.

Do I need to install Python or Curl to run the A-share risk assessment?

Yes, you need both Python3 and Curl installed to run the A-share risk assessment. The Skill uses a Bash script that relies on these dependencies to automate submission to the API endpoint and retrieval of analysis results.

What environment variables are required for the A-share analysis script?

The A-share analysis script requires the TRADINGAGENTS_TOKEN environment variable to authenticate API requests. You can also optionally set TRADINGAGENTS_API_URL to configure a custom backend endpoint for your analysis workflow.

Are there limitations to using AI analysts for China A-share market research?

AI analysts for China A-share market research are limited to analyzing the specific symbol, trade date, and horizons you provide. The framework does not transmit private portfolio data, meaning analysis is strictly scoped to the requested inputs and configured horizons.