ai-agent

ai_quant_trade: AI Trading

Name: ai_quant_trade: AI Trading
Author: charliedream1

Get AI-powered trading strategies with ai_quant_trade., 6.0k+ GitHub stars, a one-stop platform for learning, simulating, and live trading.

6,503 stars1,221 forksJupyter NotebookGuide quality 8/10Updated 9/6/2026100% free · open source

What it does

Ai_quant_trade is a one-stop platform for learning, simulating, and executing stock trading strategies using AI, including traditional strategies, machine learning, and deep learning.

When to use it

•When you need to automate stock trading decisions with data-driven insights
•When you want to experiment with different trading strategies and models
•When you need to deploy and execute trading strategies in a production-ready environment

Ready-to-paste prompt

Run the `traditional_strategy.ipynb` example with a specific stock symbol: `python traditional_strategy.py --stock-symbol AAPL`

Heads up: Make sure you have the necessary dependencies installed, including `pandas`, `numpy`, and `jupyter`, and that you have a compatible version of Python (3.8 or later) to run the Jupyter Notebook

Saves to your device

Use with Claude

New

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

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-quant-trade && curl -fsSL https://workflowstacks.com/api/skills/ai-quant-trade/claude-skill -o ~/.claude/skills/ai-quant-trade/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.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

86.5M

source size

Apache-2.0

license

Key files

.pre-commit-config.yaml

README_EN.md

README.md

requirements.txt

File tree

.cloudflare/

.github/

.README_images/

a_全网优秀资源/

ai_notes/

backup/

docs/

egs_aide/

egs_alpha/

egs_courses/

egs_data/

egs_fin_nlp/

egs_llm/

egs_online_platform/

egs_skill/

egs_trade/

quant_brain/

runtime/

src/

tools/

unit_test/

.clang-format

.flake8

.gitignore

Use with Claude

New

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

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-quant-trade && curl -fsSL https://workflowstacks.com/api/skills/ai-quant-trade/claude-skill -o ~/.claude/skills/ai-quant-trade/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

charliedream1

Language

Jupyter Notebook