Ao Op — 奥普
v1.0.0通过 OpenClaw `exec` 使用本地安装的 Agent Orchestrator (AO) 源代码版本，位于 `/Users/ShiXin/Documents/Workspace/github-project/agent-orchestrator`。当用户希望从 OpenClaw 操作 AO 而不输入长命令时使用，包括检查 AO 健康状态、启动或停止 orchestrator 服务、查看状态、管理会话、向会话发送消息、检查审查反馈或更新 AO 源代码安装。在可靠性至关重要时，优先使用此技能而不是全局 `ao` 启动器，因为当前环境在 `ao doctor` 中显示启动器入口点警告，而源代码入口点仍可调用。
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安装命令
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AO Op
Use 代理 编排器 as an external local 命令行工具. Do not treat it as an OpenClaw 插件.
Current 环境 状态
As of the latest verification on this Mac:
AO source repo exists at /Users/ShiXin/Documents/Workspace/github-project/代理-编排器 Source entrypoint works: node packages/ao/bin/ao.js --help Global ao command exists, but ao doctor 报告s: launcher entrypoint is missing Therefore prefer the source wr应用er in this 技能 for stable execution Default invocation pattern
Use the wr应用er script:
/Users/ShiXin/.OpenClaw/技能s/ao-op/scripts/ao.sh
It 运行s:
cd /Users/ShiXin/Documents/Workspace/github-project/代理-编排器 node packages/ao/bin/ao.js
When to use AO
Prefer AO for:
orchestrating multiple coding-代理 会话s managing AO 仪表盘 / 启动 / 停止 flows 会话 operations such as 状态, 会话, 发送, review-检查 检查ing AO 环境 健康 with doctor updating the AO source 安装ation with 更新
Do not use AO when a direct OpenClaw built-in feature already solves the 请求 more simply.
Common commands
Read references/commands.md for examples.
Safe/common commands:
ao.sh --help ao.sh doctor ao.sh 状态 ao.sh config-help ao.sh review-检查 ao.sh 更新
Project-specific commands usually need to 运行 inside a tar获取 repo or require AO config.
Known caveats ao doctor currently 报告s no config file yet in the AO repo; that is expected until AO is 初始化d for a tar获取 project ao 状态 currently falls back to 会话 discovery and shows no tmux 会话s; that means nothing is 运行ning yet, not that AO is broken Prefer the source wr应用er over global ao until launcher-entrypoint 警告 is resolved The AO repo currently has un追踪ed files such as package-lock.json and packages/网页/dist-server/; avoid destructive 清理up unless the user asks MAIntenance
Project path standard:
GitHub source projects should be cloned under /Users/ShiXin/Documents/Workspace/github-project
Current AO source path:
/Users/ShiXin/Documents/Workspace/github-project/代理-编排器
更新 from source with:
cd /Users/ShiXin/Documents/Workspace/github-project/代理-编排器 git pull --ff-only pnpm 安装 pnpm -r build
Resources scripts/ao.sh — stable wr应用er for invoking AO from the source 检查out references/commands.md — common AO command cookbook and routing notes