Agent Orchestrator

What this skill does

Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion.

MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks

How to install Agent Orchestrator

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for agent-orchestrator and click Install.
4. The skill activates automatically when an incoming message matches its description.

Manual install (advanced)

If you prefer manual installation:

1. Click the Download .zip button above to grab agent-orchestrator-0.1.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/agent-orchestrator/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Related: more automation & workflows skills

If Agent Orchestrator looks useful, you may also want to check out other automation & workflows skills in the OpenClaw catalog:

• Agent Browser ⬇ 136.4K
• Agent Browser ⬇ 118.1K
• Obsidian ⬇ 103.2K
• PollyReach ⬇ 99.3K
• API Gateway ⬇ 82.7K

Browse the full OpenClaw skill catalog

This page covers just one skill. The OpenClaw skill hub has 3,000+ more — search, sort by downloads or stars, and install any of them in one click. There is also a curated awesome-openclaw-skills list grouped by use case.