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crewai-deep-dive

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Design role-based agent teams with CrewAI — agents, tasks, crews, and collaboration patterns for complex workflows.

skills/crewai-deep-dive/SKILL.md

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## Overview

CrewAI is a framework for building teams of AI agents that collaborate like a
human crew: each agent has a role, a goal, a backstory, and a toolkit, and each
task has a description, an expected output, and an assigned agent. Agents work
through tasks sequentially or hierarchically, sharing context through the crew's
memory. The role-based framing isn't just flavor — giving an agent a specific
professional identity ("senior data analyst") with a narrow goal produces more
focused, higher-quality behavior than a generic "helpful assistant" with the same
tools.

Two collaboration modes matter: sequential processes (tasks run in order, each
agent building on prior outputs) and hierarchical processes (a manager agent
decomposes work and delegates to worker agents). CrewAI handles the plumbing —
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