Ao Op

该 Skill 通过 shell 包装脚本在 OpenClaw 中调用本机 Agent Orchestrator 源码，支持查看诊断状态、启停服务、查看运行状态、管理会话、向会话发消息、检查评审反馈以及更新源码安装；不包含 AO 初始化配置与远程主机场景。

热度 16.59

最近更新 2026-05-21 18:47:16

分类：开发依赖：代码执行 / 读写文件应用场景：DevOps / 工作流 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add ao-op

Metadata

name: ao-op
description: Use the locally installed source version of Agent Orchestrator (AO) at `/Users/ShiXin/Documents/Workspace/github-project/agent-orchestrator` through OpenClaw `exec`. Use when the user wants to operate AO from OpenClaw without typing long commands, including checking AO health, starting or stopping orchestrator services, viewing status, managing sessions, sending messages to sessions, checking review feedback, or updating the AO source install. Prefer this skill over the global `ao` launcher when reliability matters, because the current environment shows a launcher-entrypoint warning in `ao doctor` while the source entrypoint remains callable.

Use Agent Orchestrator as an external local CLI. Do not treat it as an OpenClaw plugin.

As of the latest verification on this Mac:

AO source repo exists at /Users/ShiXin/Documents/Workspace/github-project/agent-orchestrator
Source entrypoint works: node packages/ao/bin/ao.js --help
Global ao command exists, but ao doctor reports: launcher entrypoint is missing
Therefore prefer the source wrapper in this skill for stable execution

Use the wrapper script:

/Users/ShiXin/.openclaw/skills/ao-op/scripts/ao.sh <args...>

It runs:

cd /Users/ShiXin/Documents/Workspace/github-project/agent-orchestrator
node packages/ao/bin/ao.js <args...>

Prefer AO for:

Do not use AO when a direct OpenClaw built-in feature already solves the request more simply.

Read references/commands.md for examples.

Safe/common commands:

ao.sh --help
ao.sh doctor
ao.sh status
ao.sh config-help
ao.sh review-check
ao.sh update

Project-specific commands usually need to run inside a target repo or require AO config.

ao doctor currently reports no config file yet in the AO repo; that is expected until AO is initialized for a target project
ao status currently falls back to session discovery and shows no tmux sessions; that means nothing is running yet, not that AO is broken
Prefer the source wrapper over global ao until launcher-entrypoint warning is resolved
The AO repo currently has untracked files such as package-lock.json and packages/web/dist-server/; avoid destructive cleanup unless the user asks

Project path standard:

GitHub source projects should be cloned under /Users/ShiXin/Documents/Workspace/github-project

Current AO source path:

Update from source with:

cd /Users/ShiXin/Documents/Workspace/github-project/agent-orchestrator
git pull --ff-only
pnpm install
pnpm -r build