This turns GitHub issues into coordinated AI agent swarms that automatically decompose tasks and track progress. You'd use it when an issue is complex enough that breaking it into subtasks and assigning specialized agents (debugger, coder, tester) makes sense. It hooks into GitHub's issue comments for control, updates checklists automatically, and can handle dependencies between issues. The label-based routing is clever: tag something "swarm-ready" and it spins up the right topology and agents based on keywords. Honestly feels like overkill for simple bugs, but for epic-level work or gnarly refactors where you want multiple specialized agents collaborating with persistent state in the issue thread, it's a solid coordination layer. Works through gh CLI so you can script the whole flow.
npx skills add https://github.com/ruvnet/ruflo --skill agent-swarm-issue