crewai-multi-agent

Orchestrate role-based multi-agent collaboration with CrewAI sequential or hierarchical workflows.

Updated Aug 27, 2026

Search Tags:#multi-agent #orchestration #memory #tool use #crewai #agent workflows #autonomous collaboration

Ready to run

npx skills add https://github.com/box755/simlens-research --skill crewai-multi-agent-box755

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: crewai-multi-agent
Source: https://github.com/box755/simlens-research/tree/main/skill-packs/AI-Research-SKILLs/14-agents/crewai
Command: npx skills add https://github.com/box755/simlens-research --skill crewai-multi-agent-box755

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires crewai>=1.2.0, crewai-tools>=1.2.0, and includes references (resource) components.

What problem does it solve?

CrewAI helps you coordinate multiple AI agents so they can collaborate on complex tasks without manually wiring every step together.

Core Features & Use Cases

Role-based multi-agent orchestration: Assign distinct roles/goals/backstories to agents and delegate work between them for better coverage on large problems.
Sequential and hierarchical execution: Run tasks in order or use a manager agent to coordinate sub-tasks when workflows become multi-stage.
Production-ready tool use and memory: Integrate 50+ tools (search, scraping, files, documents, databases) and enable memory for context persistence across tasks.

Quick Start

Install CrewAI and its tools, then run a sequential crew that researches a topic with one agent and writes a markdown report with another agent.

Frequently Asked Questions about crewai-multi-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I coordinate multiple AI agents for a research and writing pipeline?▼

Multi-agent orchestration coordinates specialized AI agents to collaborate on complex pipelines. You define distinct roles for agents, delegate sequential or hierarchical tasks, and run a crew kickoff to execute the workflow autonomously.

What is role-based delegation in multi-agent workflows?▼

Role-based delegation assigns specific roles, goals, and backstories to individual AI agents. This mechanism allows agents to focus on specialized sub-tasks, improving coverage and collaboration when solving large, multi-stage problems.

How do I run hierarchical execution with a manager agent in CrewAI?▼

Hierarchical execution uses a manager agent to coordinate sub-tasks within multi-stage workflows. You configure the hierarchical process during crew kickoff, allowing the manager to delegate work dynamically among the assigned agents.

Can I use external tools and memory for context persistence in autonomous agent teams?▼

Yes, autonomous agent teams support production-ready tool use and memory. You can integrate over 50 tools for search, scraping, files, and databases, while enabling memory to persist context across sequential or hierarchical tasks.

Do I need to install specific packages to build autonomous multi-agent workflows?▼

Yes, building autonomous multi-agent workflows requires installing the CrewAI and CrewAI tools packages. These dependencies provide the necessary framework to define Agent and Task objects and configure execution processes.