# CrewAI Multi-Agent Orchestration Framework

> CrewAI is a lean, lightning-fast Python framework for orchestrating role-playing autonomous AI agents. It enables developers to define agents with specific roles, goals, and backstories, then assemble them into crews that collaborate on complex tasks through sequential or parallel workflows.

- Skill: `agentskillexchange/crewai-multi-agent-orchestration-framework` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/crewai-multi-agent-orchestration-framework`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/crewai-multi-agent-orchestration-framework/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/crewai-multi-agent-orchestration-framework

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# CrewAI Multi-Agent Orchestration Framework

CrewAI is a lean, lightning-fast Python framework for orchestrating role-playing autonomous AI agents. It enables developers to define agents with specific roles, goals, and backstories, then assemble them into crews that collaborate on complex tasks through sequential or parallel workflows.

## Installation

Use the upstream install or setup path that matches your environment:
- npx skills add crewaiinc/skills
- uv pip install crewai
- uv pip install 'crewai[tools]'
- Make sure you find any interesting and relevant information given

Requirements and caveats from upstream:
- CrewAI is a lean, lightning-fast Python framework built entirely from scratch—completely **independent of LangChain or other agent frameworks**.
- CrewAI AMP Suite is a comprehensive bundle tailored for organizations that require secure, scalable, and easy-to-manage agent-driven automation.
- Clean integration of AI agents with production Python code

Basic usage or getting-started notes:
- [Getting Started](#getting-started)
- **High Performance**: Optimized for speed and minimal resource usage, enabling faster execution.
- [![CrewAI Getting Started Tutorial](https://img.youtube.com/vi/-kSOTtYzgEw/hqdefault.jpg)](https://www.youtube.com/watch?v=-kSOTtYzgEw "CrewAI Getting Started Tutorial")

- Source: https://github.com/crewAIInc/crewAI
- Extracted from upstream docs: https://raw.githubusercontent.com/crewAIInc/crewAI/HEAD/README.md

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/crewai-multi-agent-orchestration-framework/)