design

Run AI with Archipelago

Name: Run AI with Archipelago
Author: Mercor-Intelligence

Get AI agent evaluation for RL environments with archipelago, for founders using Python, now

247 stars56 forksPythonGuide quality 8/10Updated 8/28/2026100% free · open source

What it does

Archipelago allows you to evaluate and run AI agents against reinforcement learning environments, providing a harness for testing and comparing agent performance.

When to use it

•When you need to compare the performance of different AI agents in the same environment
•When you want to evaluate the effectiveness of an AI agent in a custom reinforcement learning environment
•When you need to standardize the evaluation process for AI agents across multiple environments

Ready-to-paste prompt

python examples/cartpole.py -c config.json -e CartPole-v1 -a PPO

Heads up: Ensure you have the correct version of Python and the required dependencies installed, as specified in the `setup.py` file, to avoid compatibility issues

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/archipelago && curl -fsSL https://workflowstacks.com/api/skills/archipelago/claude-skill -o ~/.claude/skills/archipelago/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.

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/archipelago && curl -fsSL https://workflowstacks.com/api/skills/archipelago/claude-skill -o ~/.claude/skills/archipelago/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

Mercor-Intelligence

Language

Python