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tradingagents-analysis

Coordinates 15 AI analysts to deliver structured buy/sell/hold recommendations with risk assessment for A-share stocks.

1|Updated Apr 19, 2026
Search Tags:#multi-agent#risk-assessment#stock-analysis#ai-analysis#a-share#investment-research
One-click install
npx skills add https://github.com/muyouvip-ship-it/quanzhizhiyan --skill tradingagents-analysis-muyouvip-ship-it
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tradingagents-analysis
Source: https://github.com/muyouvip-ship-it/quanzhizhiyan/tree/main/skills/tradingagents-analysis
Command: npx skills add https://github.com/muyouvip-ship-it/quanzhizhiyan --skill tradingagents-analysis-muyouvip-ship-it

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill coordinates 15 specialized AI analysts to conduct deep, multi-dimensional stock research on A-shares, delivering structured buy/sell/hold recommendations with risk assessment.

Core Features & Use Cases

  • Multi-stage analysis: 5 stages across data interpretation, game theory, debate, execution, and risk control.
  • 15 specialized analysts: collaborative insights from market, news, sentiment, fundamentals, macro, and smart money.
  • Use cases: deep stock analysis, post-market reviews, risk assessment, and portfolio monitoring.

Quick Start

Submit a stock symbol to start a 5-stage, 15-agent analysis and receive a structured recommendation.

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/hold recommendation for an A-share stock?▼

You can get a structured buy/sell/hold recommendation by submitting an A-share stock symbol like '600519.SH' or '贵州茅台' to trigger a 5-stage, 15-agent analysis with risk assessment.

What is multi-agent stock analysis and how does it evaluate market risk?▼

Multi-agent stock analysis evaluates market risk by coordinating 15 specialized AI analysts across 5 stages: data interpretation, game theory, debate, execution, and risk control, covering fundamentals, sentiment, and macro factors.

Do I need a token to run AI stock analysis on A-shares?▼

Yes, you need a TRADINGAGENTS_TOKEN to access the TradingAgents backend for AI stock analysis on A-shares, which handles multi-step orchestration, batching, and error recovery during the evaluation.

Can I use stock symbols like '贵州茅台' for investment research, or do I need specific codes?▼

You can use either Chinese names like '贵州茅台' or specific ticker codes like '600519.SH' for investment research, and optionally include a trade date to perform targeted post-market reviews.

What data is transmitted to the backend during stock risk assessment?▼

During stock risk assessment, only the stock symbol, trade_date, and horizons are transmitted to the backend to enforce data privacy, ensuring sensitive portfolio information is never exposed.

When should I use multi-agent investment research instead of standard stock analysis?▼

Use multi-agent investment research instead of standard stock analysis for deep single-stock dives, post-market reviews, or portfolio risk evaluation requiring collaborative insights from 15 analysts covering news, fundamentals, and smart money.

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