Individual skill
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.
plugins/KalarisLabs/research-agent-skills/skills/crewai-multi-agent/SKILL.md
Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,537
- Repository last updated
- Nov 7, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-coding Repository topic
- awesome Repository topic
- awesome-list Repository topic
- codex Repository topic
- codex-plugins Repository topic
- openai Repository topic
- codex-skill Repository topic
- codex-skills Repository topic
- marketplace Repository topic
- codex-marketplace Repository topic
- engineering Derived category
Declared tags are partial or unavailable.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesSKILL.mdcore · 13,000 bytesreferences/flows.mddoc · 9,846 bytesreferences/tools.mddoc · 10,162 bytesreferences/troubleshooting.mddoc · 8,933 bytesreferences/yaml-configuration-recommended.mddoc · 2,848 bytesscripts/safe_arithmetic.pyruns · 1,295 bytes
Read excerpt
# CrewAI - Multi-Agent Orchestration Framework
Build teams of autonomous AI agents that collaborate to solve complex tasks.
## When to use CrewAI
**Use CrewAI when:**
- Building multi-agent systems with specialized roles
- Need autonomous collaboration between agents
- Want role-based task delegation (researcher, writer, analyst)
- Require sequential or hierarchical process execution
- Building production workflows with memory and observability
- Need simpler setup than LangChain/LangGraph