swarm
Dispatches many independent items in parallel: create a table, fan out to subagents, aggregate results. One row = one unit of work.
Install / Use
npx skills add langchain-ai/langchain-skills --skill swarmInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of swarm
swarm scores 85/100 on our quality scale, 1679th of 2,750 Automation skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 1,246 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 7 days ago, so swarm is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
swarm compared with similar skills
All 4 of these similar skills score higher than swarm; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| swarm (this skill)by langchain-ai | 85 | 1.2k | 7d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 86.6k | 15d ago | CLAUDE.md |
| rufloby ruvnet | 100 | 73.6k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 84.8k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 8d ago | SKILL.md |
Frequently asked questions
- How do I install swarm?
- Run
npx skills add langchain-ai/langchain-skills --skill swarm. The install tabs above show the steps for each supported agent. - Which AI agents does swarm work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is swarm safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is swarm still maintained?
- The repository was last updated 7 days ago, so swarm is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.