crewai-multi-agent

SKILL.md

Autonomous multi-agent orchestration framework for collaborative AI teams solving complex tasks.

Role-based agents with goals, backstories, and autonomous decision-making; supports sequential and hierarchical task execution with built-in memory (short-term, long-term, entity)

50+ pre-built tools including web search, scraping, PDFs, databases, and code documentation; custom tools via BaseTool class

Dual execution paradigm: Crews for autonomous collaboration and Flows for event-driven workflows with conditional logic and state management

YAML-based configuration for agents and tasks; supports multiple LLM providers (OpenAI, Anthropic, Azure, local Ollama) with no LangChain dependency

CrewAI - Multi-Agent Orchestration Framework

Build teams of autonomous AI agents that collaborate to solve complex tasks.

When to use CrewAI

Use CrewAI when:

Building multi-agent systems with specialized roles

Need autonomous collaboration between agents

Want role-based task delegation (researcher, writer, analyst)

Require sequential or hierarchical process execution

Building production workflows with memory and observability

Need simpler setup than LangChain/LangGraph