TradingAgents-Astock Multi-Agent Framework

Skill by ara.so — AI Agent Skills collection.

Overview

TradingAgents-Astock is a multi-agent investment research framework specifically adapted for Chinese A-share markets. It orchestrates 7 specialized AI analyst agents that generate research reports, engage in bull/bear debates, perform risk assessment, and produce trading decisions. The framework handles A-share specific constraints (T+1 settlement, price limits, minimum lots) and uses free Chinese data sources (mootdx, EastMoney, Sina, THS) instead of Western APIs.

Key Features:

• 7 specialized analysts (Market, Social, News, Fundamentals, Policy, Hot Money, Lockup)
• Bull vs Bear research debate system
• 3-way risk assessment (Aggressive, Conservative, Neutral)
• A-share trading constraints (T+1, 涨跌停, minimum lots, ST rules)
• Dual LLM architecture (quick_think + deep_think)
• Web UI with real-time progress tracking
• Chinese output with English internal reasoning

Installation