> ## Documentation Index
> Fetch the complete documentation index at: https://kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# crewai-multi-agent — AI agent skill for llm applications

> Multi-agent orchestration framework for autonomous AI collaboration.

# `crewai-multi-agent`

> 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.

**Category:** [llm-applications](/skills#llm-applications) · **License:** MIT · **Version:** 1.0.0

## Install

```bash theme={null}
npx research-agent-skills install crewai-multi-agent
npx skills add KalarisLabs/research-agent-skills --skill crewai-multi-agent
```

## 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.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/crewai-multi-agent/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.