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crewai-multi-agent

Category: llm-applications · License: MIT · Version: 1.0.0 · Includes scripts Tags: Agents, CrewAI, Multi-Agent, Orchestration, Collaboration, Role-Based, Autonomous, Workflows, Memory, Production

When to use it

Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with memory, or for production workflows requiring sequential/hierarchical execution. Built without LangChain dependencies for lean, fast execution.

Example requests

Ask your agent in plain language, for example:
  • “Set up a crew with a researcher and a writer agent that hand work off to each other for a lit summary.”
  • “I’m on crewai 1.2 and my agents.yaml / tasks.yaml crew for screening ~200 abstracts from abstracts.csv keeps looping on the ‘screener’ agent until it hits a rate limit error (429 from OpenAI). How do I fix this?”
  • “I want a few specialized AI workers for a systematic review pipeline: one finds papers, one extracts effect sizes, one checks the extracted numbers, and a coordinator that assigns the work and remembers earlier findings between runs. How should I build that?”

Install

In Claude Code you can also add the marketplace with /plugin marketplace add KalarisLabs/research-agent-skills and install the whole llm-applications category with /plugin install llm-applications@research-agent-skills.

Full playbook

Read SKILL.md for the complete workflow, references and any scripts. The agent installer copies the full skill folder.
Last modified on October 19, 2026