{
  "schema_version": "openagent.agent_resource_packet.v1",
  "id": "res_ruflo",
  "slug": "ruflo",
  "name": "ruflo",
  "canonical_url": "https://www.openagent.bot/agents/ruflo",
  "category": "agents",
  "resource_type": "agent",
  "summary": "ruflo is an open-source meta-harness for orchestrating multi-agent swarms, primarily designed for Claude-based workflows. It features adaptive memory, self-learning swarm intelligence, RAG integration, and native integration with Claude Code and Codex CLI for coordinated autonomous workflows.",
  "capabilities": [
    "workflow-orchestration"
  ],
  "constraints": [
    "open-source"
  ],
  "scenarios": [
    "developer-workflow"
  ],
  "deployment_modes": [
    "cloud"
  ],
  "interfaces": [
    "repo"
  ],
  "integrations": [
    "agents"
  ],
  "permission_surface": [
    "shell/files",
    "memory",
    "external services"
  ],
  "risk_level": "elevated",
  "source_confidence": "high",
  "recommended_workflows": [
    "Coding agent workflow",
    "Connector or protocol layer",
    "Memory or RAG workflow"
  ],
  "avoid_when": [
    "Single-agent use cases where a direct Claude API integration is sufficient",
    "Teams that prefer a model-agnostic orchestration framework over Claude-specific tooling"
  ],
  "primary_actions": [
    "Inspect repository",
    "Open Homepage"
  ],
  "evidence_urls": [
    "https://github.com/ruvnet/ruflo",
    "https://Cognitum.One"
  ],
  "last_verified_at": "2026-06-03",
  "machine_readable": {
    "json_url": "https://www.openagent.bot/agents/ruflo.json",
    "markdown_url": "https://www.openagent.bot/agents/ruflo.md",
    "agent_json_url": "https://www.openagent.bot/agents/ruflo.agent.json"
  }
}