ai-agent

TradingAgents-CN

Name: TradingAgents-CN
Author: hsliuping

基于多智能体LLM的中文金融交易框架 - TradingAgents中文增强版

32,304 stars+125★ this week6,736 forksPythonUpdated 9/22/2026100% free · open source

What it does

TradingAgents-CN is a Chinese financial trading framework based on multi-agent LLM, allowing users to build and deploy AI-powered trading agents for financial markets.

When to use it

•When you need to automate trading decisions in Chinese financial markets
•When you want to leverage LLM models for financial forecasting and trading
•When you require a customizable framework for backtesting and evaluating trading strategies

Ready-to-paste prompt

python main.py --agent MyAgent --market SZSE --start-date 2022-01-01 --end-date 2022-12-31

Heads up: Make sure you have the necessary dependencies installed, including `tensorflow` and `pandas`, and that your Python version is compatible with the framework (Python 3.8+ recommended)

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/tradingagents-cn && curl -fsSL https://workflowstacks.com/api/skills/tradingagents-cn/claude-skill -o ~/.claude/skills/tradingagents-cn/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How TradingAgents-CN works

Codeflow

Free to inspect

TradingAgents-CN is a very large Python project (~238k lines across 940 code files, plus 316 test files). Setup is light: installs like a normal app — add your API keys. Reading the code is optional. Last commit a month ago, Other license, has a test suite.

Size

Very large codebase

~238k lines · 940 code files · days to read — use, don't read

Setup

One-command install

Installs like a normal app — add your API keys. Reading the code is optional.

Runs on

Python · Docker

Needs API keys (.env)

Python 82%Vue 10%PowerShell 4%TypeScript 2%Shell 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
main.py
Where the program starts running
3
pyproject.toml
Dependencies and the commands it exposes
4
.env.example
The API keys and settings you must provide
5
app/__init__.py
Inside app/ — the main logic begins here

What's in each folder

app/Core code — the actual logic156 files

frontend/Frontend / UI126 files

web/Frontend / UI40 files

cli/Command-line entry points8 files

docs/Documentation580 files

examples/Examples you can copy31 files

scripts/Helper scripts520 files

tradingagents/Folder114 files

READMEHas testsDocumentedCI checksDocker readyExamples includedOther licenseUpdated 1 mo ago

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/tradingagents-cn && curl -fsSL https://workflowstacks.com/api/skills/tradingagents-cn/claude-skill -o ~/.claude/skills/tradingagents-cn/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

hsliuping

Language

Python