workflowstacks
ai-agent

AI-Trader: Automated Trading

Get automated trading with AI-Trader, a tool.
22,307 stars3,391 forksPythonGuide quality 8/10 · reviewed Aug 3Updated 6/11/2026100% free · open source
What it does

AI-Trader is a 100% fully-automated agent-native trading tool that uses AI to make trading decisions without human intervention

When to use it
  • •You need to automate trading decisions based on real-time market data
  • •You want to use AI to optimize trading strategies and maximize profits
  • •You need a tool that can integrate with existing trading platforms and brokers
Ready-to-paste prompt
python ai_trader.py --symbol BTCUSDT --timeframe 1m --strategy mean_reversion
Heads up: Make sure you have a valid API key from a supported trading platform (e.g. Binance, Kraken) and configure it in the config.json file before running the AI-Trader
Saves to your device
Use with Claude
New

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

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/ai-trader && curl -fsSL https://workflowstacks.com/api/skills/ai-trader/claude-skill -o ~/.claude/skills/ai-trader/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 AI-Trader: Automated Trading works
Codeflow
Free to inspect

AI-Trader: Automated Trading is a large Python project (~34k lines across 65 code files, plus 21 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit 3 months ago, no license file, has a test suite.

Size
Large codebase
~34k lines · 65 code files · ~5 h to skim
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
Node.js
Needs API keys (.env)
Python 73%TypeScript 23%CSS 4%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    package.json
    Dependencies and the commands it exposes
  3. 3
    .env.example
    The API keys and settings you must provide
  4. 4
    skills/ai4trade/SKILL.md
    Inside skills/ — an example of what the AI is told to do
What's in each folder
skills/Prompts, skills & agent definitions6 files
service/Backend / API87 files
docs/Documentation7 files
research/Research & notebooks39 files
assets/Images & static assets1 files
READMEHas testsDocumentedNo CINo licenseUpdated 3 mo ago
Quick Actions
Details
Creator
HKUDS
Language
Python
Category
ai-agent
Published
10/23/2025

Are you the creator of this tool? Claim your listing → and earn 85% of every sale.

Show it off in your README:

Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/ai-trader.svg)](https://workflowstacks.com/skills/ai-trader?utm_source=github&utm_medium=badge)
🔥 Hot this week, in your inbox
Skills like this, every Monday.

The five fastest-growing open-source AI skills, ranked by GitHub star growth. One email a week, unsubscribe anytime.

Related skills

More ai-agent tools founders pair with this one.

ai-agent★ 276,806
Track GitHub Stars with 996.ICU
Get a popular GitHub star counter for your startup, ideal.
ai-agent★ 264,191
Superpowers
An agentic skills framework & software development methodology that works.
ai-agent★ 244,424
Linux: Open Source Kernel
Get the Linux kernel source tree for custom development, ideal for startup founders in need of a flexible OS foundation
ai-agent★ 1,049
csghub-server: Manage AI
Get a backend server to manage datasets and models with csghub-server, for founders leveraging AI
ai-agent★ 1,140
Headlong
An open source agent microharness featuring persistent agency and recursive LLMs. Of bash, by bash, for bash; it's shells all the way down.
ai-agent★ 6,530
Mooncake: AI Serving Platform
Get AI serving with Mooncake.