multi-agent

Crewai Updated Tutorial Hierarchical

179 stars145 forksPythonUpdated 8/18/2024100% free · open source
What it does

CrewAI is a multi-agent framework that enables the creation of hierarchical agents for complex decision-making tasks, allowing founders to model and simulate real-world systems with multiple interacting agents.

When to use it
  • When you need to simulate complex systems with multiple interacting agents, such as supply chains or traffic flow.
  • When you want to model hierarchical decision-making processes, such as those found in organizations or economies.
  • When you need to analyze the emergent behavior of complex systems, such as the effects of policy changes or external shocks.
Ready-to-paste prompt
Run `python crewai/tutorial/hierarchical_tutorial.py --num_agents 10 --simulation_duration 100` to simulate a system with 10 agents interacting over 100 time steps.
Heads up: Make sure you have the latest version of Python (3.8 or higher) and the required dependencies installed, as the framework relies on specific libraries such as NumPy and SciPy.
Saves to your device
Use with Claude
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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/crewai-updated-tutorial-hierarchical && curl -fsSL https://workflowstacks.com/api/skills/crewai-updated-tutorial-hierarchical/claude-skill -o ~/.claude/skills/crewai-updated-tutorial-hierarchical/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.

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Details
Creator
bhancockio
Language
Python
Category
multi-agent
Published
2/21/2024

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