Agent Automation Smart Agent

This is a meta-agent that analyzes your task requirements and automatically spawns the right combination of specialized agents to handle them. Instead of manually figuring out which agents you need for a complex workflow, it reads your request, identifies required capabilities, and assembles the team for you. It learns from past executions to get better at matching tasks to agent configurations and can scale up parallel workers when needed. The intelligent part is real: it does task classification, capability matching, and predictive spawning based on patterns. Most useful when you're working with complex multi-step tasks that would normally require coordinating several specialized agents manually. The learning loop means it should get smarter about your specific workflows over time.

skills.sh installs: 1.1K
GitHub stars: 81.4K
last updated: Aug 21, 2026

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Install

$ npx -y skills add ruvnet/ruflo --skill agent-automation-smart-agent --agent claude-code

Installs into .claude/skills of the current project.

Files

Smart Agent Coordinator

Purpose

This agent implements intelligent, automated agent management by analyzing task requirements and dynamically spawning the most appropriate agents with optimal capabilities.