Answers from the documentation; checking which model is on duty
Hi - I answer from the OpenSmartRoute documentation: routing, the API, plans and quotas, self-hosting. Ask away, or open a support ticket if you need a person.
Grounded in the docs - follow a source before acting on it.
swarm-init - Skill - OpenSmartRoute
Skillv1.0.0
swarm-init
Initialize a multi-agent swarm with anti-drift configuration. Use when starting a complex multi-file task that needs 3+ coordinated agents (feature implementation, refactor across modules, security…
Imported from ruvnet/ruflo (plugins/ruflo-swarm/skills/swarm-init/SKILL.md) via skills.sh. Install upstream with npx skills add ruvnet/ruflo --skill swarm-init. Copyright stays with the author.
Initialize a hierarchical swarm for coordinated multi-agent work.
Via MCP: mcp__plugin_ruflo-core_ruflo__swarm_init({ topology: "hierarchical", maxAgents: 8, strategy: "specialized" })
Then spawn named agents in ONE message via Claude Code's Task tool with name: (for SendMessage addressability) and run_in_background: true (for parallel execution). Use EnterWorktree per agent for git-safe parallel work, and SendMessage for inter-agent coordination.
For larger teams (10+), use hierarchical-mesh topology:
Install swarm-init and it becomes one more candidate the router can pick - when it fits.
A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.
When a provider is down or over quota the request moves on; the trace says it did.
Use it
Copy one of these into your project. Installing also returns the manifest and these snippets.
# after Install: the listing is in your workspace's routing pool - a plan picks it for its slotcurl-s-X POST https://osr-api.kindrock-caaab1a2.centralindia.azurecontainerapps.io/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'
Manifest
An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
ruvnet-ruflo-swarm-init.ocm.jsonjson
{
"ocm": "1",
"id": "ruvnet-ruflo-swarm-init",
"kind": "skill",
"name": "swarm-init",
"description": "Initialize a multi-agent swarm with anti-drift configuration. Use when starting a complex multi-file task that needs 3+ coordinated agents (feature implementation, refactor across modules, security audit). Skip for single-file edits or quick questions.",
"publisher": "ruvnet",
"version": "1.0.0",
"capabilities": {
"domains": [
"coding",
"math"
],
"tags": [
"skill-md",
"skills-sh"
],
"languages": [
"en"
]
},
"quality_prior": 0.6,
"examples": [
"Initialize a multi-agent swarm with anti-drift configuration. Use when starting a complex multi-file task that needs 3+ coordinated agents (feature implementation, refactor across modules, security audit). Skip for single-file edits or quick questions."
],
"primary": false,
"metadata": {
"source": {
"provider": "skills.sh",
"repository": "https://github.com/ruvnet/ruflo",
"path": "plugins/ruflo-swarm/skills/swarm-init/SKILL.md",
"ref": "HEAD",
"url": "https://www.skills.sh/ruvnet/ruflo/swarm-init",
"key": "ruvnet/ruflo/plugins/ruflo-swarm/skills/swarm-init/SKILL.md"
},
"allowed_tools": [
"Bash(npx",
"*)",
"mcp__plugin_ruflo-core_ruflo__swarm_init",
"mcp__plugin_ruflo-core_ruflo__swarm_status",
"Task",
"SendMessage"
]
},
"instructions": "Initialize a hierarchical swarm for coordinated multi-agent work.\n\nVia MCP: `mcp__plugin_ruflo-core_ruflo__swarm_init({ topology: \"hierarchical\", maxAgents: 8, strategy: \"specialized\" })`\n\nOr via CLI:\n```bash\nnpx @claude-flow/cli@latest swarm init --topology hierarchical --max-agents 8 --strategy specialized\n```\n\nThen spawn named agents in ONE message via Claude Code's `Task` tool with `name:` (for `SendMessage` addressability) and `run_in_background: true` (for parallel execution). Use `EnterWorktree` per agent for git-safe parallel work, and `SendMessage` for inter-agent coordination.\n\nFor l",
"cost": {
"context_tokens": 192
}
}
Fetch it by URL: GET /api/v1/registry/ruvnet-ruflo-swarm-init/manifest?version=1.0.0
Reviews
Star ratings from people who tried it. One review per account; edit yours any time.
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