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crewai-setup

crewai-setup

CrewAI multi-agent orchestration setup for collaborative AI systems

Independent GitHub snapshot · Automated classification · Original documentation governs

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name: crewai-setup description: CrewAI multi-agent orchestration setup for collaborative AI systems allowed-tools:

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  • Grep graph: domains: [domain:software-engineering] specializations: [specialization:ai-agents-conversational] skillAreas: [skill-area:multi-agent-coordination, skill-area:agentic-loops] roles: [role:ml-engineer, role:backend-engineer] workflows: [workflow:feature-development, workflow:ml-model-lifecycle] topics: [topic:design-patterns]

CrewAI Setup Skill

Capabilities

  • Configure CrewAI agents with roles and goals
  • Define tasks and expected outputs
  • Set up crew orchestration patterns
  • Implement agent collaboration workflows
  • Configure memory and knowledge sharing
  • Design hierarchical agent structures

Target Processes

  • multi-agent-system
  • plan-and-execute-agent

Implementation Details

Core Components

  1. Agents: Define roles, goals, backstories, and tools
  2. Tasks: Specify descriptions, expected outputs, and assigned agents
  3. Crews: Orchestrate agents with process types
  4. Tools: Custom tool integration for agents

Process Types

  • Sequential: Linear task execution
  • Hierarchical: Manager-led coordination
  • Consensus: Agent voting and agreement

Configuration Options

  • LLM selection per agent
  • Tool assignment
  • Memory configuration
  • Delegation settings
  • Verbose/debug modes

Best Practices

  • Clear role definitions
  • Appropriate task granularity
  • Proper tool assignment
  • Monitor agent interactions
  • Handle failures gracefully

Dependencies

  • crewai
  • crewai-tools
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