ShaheerKhawaja

Auto Swarm Nth — Development skill for Claude Code

Development community

Nth-iteration agent swarm — spawns parallel agent waves, evaluates strictly per wave, re-swarms gaps until 100% coverage and 10/10 quality.

How to install Auto Swarm Nth

Installs to ~/.claude/commands/shaheerkhawaja-productionos-auto-swarm-nth.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/ShaheerKhawaja/ProductionOS/HEAD/.claude/commands/auto-swarm-nth.md -o ~/.claude/commands/shaheerkhawaja-productionos-auto-swarm-nth.md

Restart Claude Code, or start a new session, for it to be picked up.

What Auto Swarm Nth does

name: auto-swarm-nth description: "Nth-iteration agent swarm — spawns parallel agent waves, evaluates strictly per wave, re-swarms gaps until 100% coverage and 10/10 quality. Can invoke any ProductionOS skill or command within waves." arguments:

name: task description: "The task to swarm on (natural language description)" required: true
name: max_waves description: "Maximum swarm waves (default: unlimited, practical cap: 20)" required: false default: "20"
name

Alternatives in Development

Autoresearch — Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code 2.5k ★
Puppetmaster — Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, artifacts, memory 340 ★
Agentfs Claude — Run Claude Code/Codex within AgentFS, orchestrated by LlamaIndex Workflows 324 ★