Keep multi-agent handoffs from drifting with Agent Team Orchestration

Agent Team Orchestration is a community OpenClaw skill for teams that use more than one agent on the same stream of work. It gives the orchestrator a concrete operating model: define roles, move tasks through clear states, require handoff notes, and add review gates before agent-produced work ships.

What it helps with

• Builder and reviewer agent loops for code, docs, research, or operations work.
• Clear task states such as inbox, assigned, in progress, review, done, or failed.
• Handoff messages that include what changed, where artifacts live, how to verify them, known gaps, and the next action.
• Quality checks when several agents are passing work across sessions.

Who should evaluate it

Use this as a candidate when an OpenClaw setup already has repeated multi-agent delegation and the weak point is coordination rather than raw model capability. It is most useful for long-running workflows, parallel research, build-review loops, and agent teams that need predictable artifact paths.

Skip it for simple one-off delegation or a solo assistant. The process overhead only pays off when multiple agents are producing, reviewing, or routing work across more than one task.

Setup surface

The ClawHub page lists the install command as openclaw skills install @arminnaimi/agent-team-orchestration. Do not install it blindly on a production Pi. Review the skill file, reference files, permissions, and any tool assumptions first, then test it in an isolated OpenClaw workspace.

Risk notes

This is editorial discovery, not a runner-verified recommendation. Community skills can change after publication, and orchestration skills may influence how agents spawn work, communicate, and mark tasks complete. Treat the ClawHub and index pages as source material, then perform your own review before using it with sensitive repos, credentials, or external actions.

Sources

• Awesome OpenClaw Skills: https://github.com/VoltAgent/awesome-openclaw-skills
• ClawHub listing: https://clawhub.ai/arminnaimi/skills/agent-team-orchestration
• Skill mirror: https://clawskills.sh/skills/arminnaimi-agent-team-orchestration