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.
Agent Orchestrator is part of the Automation & Workflows category — automation and workflow skills that schedule, trigger, and orchestrate tasks. You can install it on its own or alongside other automation & workflows skills from the OpenClaw catalog.
How to install Agent Orchestrator
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
agent-orchestratorand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add Agent Orchestrator with a single command:
openclaw skills add agent-orchestrator
This pulls agent-orchestrator from ClawHub and installs it into ~/.openclaw/skills/agent-orchestrator/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Agent Orchestrator
Once installed, Agent Orchestrator activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
agent-orchestrator-0.1.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/agent-orchestrator/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install Agent Orchestrator?
Install Agent Orchestrator in the OpenClaw Easy desktop app by opening the Skills panel, searching for agent-orchestrator, and clicking Install. From a terminal you can run: openclaw skills add agent-orchestrator. Either way the skill is placed in ~/.openclaw/skills/agent-orchestrator/.
Is Agent Orchestrator free?
Yes. Agent Orchestrator is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does Agent Orchestrator do?
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.
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:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models