Orca CLI
stablyai/orca
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Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination.
Install Swarm Orchestration
$ npx skills add aiskillstore/marketplace --skill swarm-orchestration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace swarm-orchestration --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ruvnet/swarm-orchestration .claude/skills/swarm-orchestration && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "swarm-orchestration" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/swarm-orchestration into .claude/skills/swarm-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-orchestration", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/swarm-orchestrationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill swarm-orchestration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace swarm-orchestration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ruvnet/swarm-orchestration .agents/skills/swarm-orchestration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "swarm-orchestration" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/swarm-orchestration into .agents/skills/swarm-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-orchestration", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill swarm-orchestration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace swarm-orchestration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ruvnet/swarm-orchestration .cursor/skills/swarm-orchestration && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "swarm-orchestration" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/swarm-orchestration into .cursor/skills/swarm-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-orchestration", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/ruvnet/swarm-orchestration--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill swarm-orchestration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace swarm-orchestration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ruvnet/swarm-orchestration .gemini/skills/swarm-orchestration && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "swarm-orchestration" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/swarm-orchestration into .gemini/skills/swarm-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-orchestration", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace swarm-orchestrationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill swarm-orchestration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ruvnet/swarm-orchestration .github/skills/swarm-orchestration && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "swarm-orchestration" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/swarm-orchestration into .github/skills/swarm-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-orchestration", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill swarm-orchestration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace swarm-orchestration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ruvnet/swarm-orchestration .opencode/skills/swarm-orchestration && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "swarm-orchestration" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/ruvnet/swarm-orchestration into .opencode/skills/swarm-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-orchestration", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
swarm-orchestration- GitHub stars
- 433
- Used in
- 6 other repos
- Token cost
- ~1.1k tokens
- SKILL.md length
- 147 words
- Files
- 2
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination.
- Works in 3 steps: Mesh (Peer-to-Peer) → Hierarchical (Queen-Worker) → Adaptive (Dynamic)
- Scaling beyond single agents
- SKILL.md covers What This Skill Does, Prerequisites, Quick Start and Topology Patterns, plus 7 more sections
- Calls npx
What it does
Swarm Orchestration is an agent skill from aiskillstore/marketplace. Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in Agent Workflows, covering Multi-agent orchestration. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Scaling beyond single agents
- Implementing complex workflows
- Building distributed AI systems
Example prompts
- “/swarm-orchestration”
Requirements
- Node.js
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Mesh (Peer-to-Peer)
- Hierarchical (Queen-Worker)
- Adaptive (Dynamic)
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Swarm Orchestration loads about 1.1k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 147 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 147 words (~1,077 tokens).
“Orchestrates multi-agent swarms using agentic-flow's advanced coordination system. Supports mesh, hierarchical, and adaptive topologies with automatic task distribution, load balancing, and fault tolerance.”
- name
- swarm-orchestration
Files
SKILL.md and 1 other file in skills/ruvnet/swarm-orchestration of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 44923f3
Used in 10 other repositories
We found 15 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 6 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- ruvnet/agentic-flow.claude/skills/swarm-orchestration
- ruvnet/midstream.claude/skills/swarm-orchestration
- ruvnet/RuView.claude/skills/swarm-orchestration
- ruvnet/marketing.claude/skills/swarm-orchestration
- spencermarx/open-code-review.claude/skills/swarm-orchestration
- euaziel/-WiFi-CSI-Human-Pose-Detection-V2.claude/skills/swarm-orchestration
- ruvnet/ruflo.claude/skills/swarm-orchestrationv3/@claude-flow/cli/.claude/skills/swarm-orchestration
- proffesor-for-testing/agentic-qe.claude/skills/swarm-orchestration.agents/skills/ruflo/.claude/skills/swarm-orchestration
- Microck/ordinary-claude-skillsskills_all/swarm-orchestrationskills_categorized/gaming/swarm-orchestration
- henryalouf/ruflow.claude/skills/swarm-orchestrationv2/.claude/skills/swarm-orchestration
Compare with similar skills
Swarm Orchestration next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Swarm Orchestration this skillaiskillstore/marketplace | 433 | 6 repos | ~1.1k | Automated safety check: Pass | None | |
| Orca CLIstablyai/orca | 89k | 2 repos | ~593 | Automated safety check: Pass | MIT | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| O2 Review Loopopenobserve/openobserve | 22k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | |
| Paseo Committeegetpaseo/paseo | 20k | 1 repos | ~496 | Automated safety check: Pass | Custom licence | |
| Mission Control Agent APIbuilderz-labs/mission-control | 6.3k | — | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
Paseo Advisor Second Opinion
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
O2 Review Loop
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
Paseo Committee
getpaseo/paseo
Forms a two-agent committee with contrasting profiles to analyze a stuck problem in parallel, reconcile their views and return a consensus plan without editing files.
Mission Control Agent API
builderz-labs/mission-control
Teaches an agent to use the Mission Control dashboard API: register, send heartbeats, fetch assigned tasks, report progress and disconnect, with API key auth.
Paseo Agent Handoff
getpaseo/paseo
Hands off the current task, including context, decisions and failed attempts, to a fresh agent through Paseo by writing a self-contained briefing prompt and launching that agent.
More from aiskillstore/marketplace
All 1,044 skills in this repoCode Stats
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
Data Processing
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
Doc Scanner
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
File Search
aiskillstore/marketplace
Modern file and content search using fd, ripgrep (rg), and fzf.
Find Replace
aiskillstore/marketplace
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
Project Planner
aiskillstore/marketplace
Detects stale project plans and suggests session commands. An agent skill from aiskillstore/marketplace.
Related
Categories
Questions about Swarm Orchestration
What does Swarm Orchestration do?
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Swarm Orchestration is an agent skill from aiskillstore/marketplace. Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination.
When should I use Swarm Orchestration?
Swarm Orchestration fits situations like: scaling beyond single agents; implementing complex workflows; building distributed AI systems.
How do I install Swarm Orchestration in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill swarm-orchestration -a claude-code`. Or copy the skill folder (skills/ruvnet/swarm-orchestration in aiskillstore/marketplace) into .claude/skills/swarm-orchestration in your project. Claude Code loads it when a task matches its description.
How do I install Swarm Orchestration in Codex?
Run `npx skills add aiskillstore/marketplace --skill swarm-orchestration -a codex`. Or copy the skill folder (skills/ruvnet/swarm-orchestration in aiskillstore/marketplace) into .agents/skills/swarm-orchestration in your project. Codex loads it when a task matches its description.
Can I use Swarm Orchestration in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill swarm-orchestration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swarm-orchestration, .gemini/skills/swarm-orchestration, .github/skills/swarm-orchestration and .opencode/skills/swarm-orchestration in your project.
What does Swarm Orchestration need to run?
Going by SKILL.md and its folder, Swarm Orchestration needs the command-line tools its instructions call (npx). Our summary lists: Node.js.
Does Swarm Orchestration access the network?
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Swarm Orchestration safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Swarm Orchestration use?
No licence was found for Swarm Orchestration or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Swarm Orchestration use?
About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Swarm Orchestration?
Skills that share tags, products or a category with Swarm Orchestration: Orca CLI (stablyai/orca, 89k stars), Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars), O2 Review Loop (openobserve/openobserve, 22k stars) and Paseo Committee (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Swarm Orchestration?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.