一、OpenClaw多Agent¶
思路： 基于多个飞书机器人应用实现，OpenClaw一个主Agent，多个子Agent，每个Agent都有单独的一个workspace，每个飞书机器人对应一个Agent
1.1 设计组织架构¶
我们模拟一个小公司的职能角色
老板、技术、内容、运营、财务
到OpenClaw，对应关系是：
老板 --> 主Agent，代理老板管理各子Agent
技术 --> Agent1，开发代码、做平台、做软件
内容 --> Agent2，内容创作
运营 --> Agent3，做内容运营
财务 --> Agent4，管理公司财务
1.2 飞书平台创建多个应用¶
1.2.1 创建第一个机器人应用¶
访问https://open.feishu.cn/app?lang=zh-CN，点击“创建企业自建应用”
1、定义“应用名称”、“应用描述”
2、添加机器人
3、权限管理
{ "scopes": {
"tenant": [
"aily:file:read",
"aily:file:write",
"application:application.app_message_stats.overview:readonly",
"application:application:self_manage",
"application:bot.menu:write",
"cardkit:card:write",
"contact:contact.base:readonly",
"contact:user.employee_id:readonly",
"corehr:file:download",
"docs:document.content:read",
"event:ip_list",
"im:chat",
"im:chat.access_event.bot_p2p_chat:read",
"im:chat.members:bot_access",
"im:chat:readonly",
"im:message",
"im:message.group_at_msg:readonly",
"im:message.group_msg",
"im:message.p2p_msg:readonly",
"im:message:readonly",
"im:message:send_as_bot",
"im:resource",
"sheets:spreadsheet",
"wiki:wiki:readonly"
],
"user": [
"aily:file:read",
"aily:file:write",
"contact:contact.base:readonly",
"im:chat.access_event.bot_p2p_chat:read"
]
}
}
4、创建版本并发布
5、获取应用凭证
6、事件与回调
说明，再没有配置openclaw和飞书关联之前，事件配置是无法保存，并且也无法添加事件的。
(1)配置事件
使用长连接
然后添加事件（注意，目前添加事件还不能成功添加，需要先去配置OpenClaw，等feishu插件是running状态时才回来添加事件）
(2)配置回调
配置为长连接
1.2.2 按同样的方法创建剩余四个¶
获取另外4个应用的App ID和App Secret
1、应用名称和描述
(1)技术、子Agent，专门用来做开发、运维等工作
(2)内容、子Agent，专门用来输出内容创作
(3)运营、子Agent，运营各个平台增长
(4)财务、子Agent，管理成本和业绩
1.2.3 配置OpenClaw实现多Agent¶
1、配置Agents
首先定义好你所有Agents的配置
{
"agents": {
"list": [
{
"id": "main",
"model": "codexzh/gpt-5.3-codex",
"default": true,
"name": "大总管",
"workspace": "/home/aming/.openclaw/workspace"
},
{
"id": "dev",
"model": "codexzh/gpt-5.3-codex",
"name": "技术",
"workspace": "/home/aming.openclaw/workspace-dev"
},
{
"id": "content",
"model": "codexzh/gpt-5.3-codex",
"name": "内容",
"workspace": "/home/aming/.openclaw/workspace-content"
},
{
"id": "ops",
"model": "codexzh/gpt-5.3-codex",
"name": "运营",
"workspace": "/home/aming/.openclaw/workspace-ops"
},
{
"id": "finance",
"model": "codexzh/gpt-5.3-codex",
"name": "财务",
"workspace": "/home/aming/.openclaw/workspace-finance"
}
]
}
}
修改配置文件openclaw.json
cd ~/.openclaw
cp openclaw.json openclaw.json-`date +%F`
vi openclaw.json # vi openclaw.json # 找到agents那一段配置，替换为上面的json，替换为上
将这段
改为：
创建这几个agents对应的workspace目录
cd ~/.openclaw/
mkdir -p workspace-dev workspace-content workspace-ops workspace-finance
重启gateway
openclaw gateway restart
2、配置channels
同样修改openclaw.json
找到channels里面的feishu相关配置，将
改为：
"feishu": {
"enabled": true,
"dmPolicy": "open",
"groupPolicy": "open",
"accounts": {
"main": {
"appId": "cli_xxxx1（替换成你的）",
"appSecret": "替换成你的 secret"
},
"dev": {
"appId": "cli_xxxx2",
"appSecret": "替换成你的 secret"
},
"content": {
"appId": "cli_xxxx3",
"appSecret": "替换成你的 secret"
},
"ops": {
"appId": "cli_xxxx4",
"appSecret": "替换成你的 secret"
},
"finance": {
"appId": "cli_xxxx6",
"appSecret": "替换成你的 secret"
}
}
},
在openclaw.json里额外增加：
"bindings": [
{ "agentId": "main", "match": { "channel": "feishu", "accountId": "main" } },
{ "agentId": "dev", "match": { "channel": "feishu", "accountId": "dev" } },
{ "agentId": "content", "match": { "channel": "feishu", "accountId": "content" } },
{ "agentId": "ops", "match": { "channel": "feishu", "accountId": "ops" } },
{ "agentId": "finance", "match": { "channel": "feishu", "accountId": "finance" } }
],
"tools": {
"agentToAgent": {
"enabled": true,
"allow": ["main", "dev", "content", "ops", "finance"]
}
},
我的openclaw.json文件参考这个： http://k.yuankeedu.com/openclaw.json