openclaw多agent对接飞书机器人

        本文介绍了基于飞书的多Agent系统架构设计，通过OpenClaw Gateway实现飞书应用与AI Agent的对接。系统采用多Agent架构，每个飞书机器人对应独立的AI Agent，拥有专属的工作空间、知识库和模型配置。

        本文可以参考的内容：

• 多agent对接单个飞书账号
• openclaw多agent群聊
• 飞书机器人群聊
• 多agent数据隔离
• 多agent单独安装skills

        隔离性说明：

• 每个 Agent 的模型状态完全独立
• 每个 agent 对应一个飞书机器人
• 每个 agent 的技能单独安装维护
• 模型切换仅对当前会话生效（持久化到 Agent 配置）
• 严格隔离：每个 Agent 独立 workspace 和 data

添加新的 agent

# 添加agent openclaw agents add finance_agent #openclaw agents add code_agent # 设置身份 openclaw agents set-identity --agent code_agent --name "全栈开发专家" #openclaw agents set-identity --agent main --name "OpenClaw" --emoji "🦞" --avatar avatars/openclaw.png # 查看agents 列表 openclaw agents list 

安装过程

cobrew@DESKTOP-9449JCG:~$ openclaw agents add finance_agent ?? OpenClaw 2026.3.13 (61d171a) ? Your AI assistant, now without the $3,499 headset. ┌ Add OpenClaw agent │ ◇ Workspace directory │ /home/cobrew/.openclaw/workspace-finance_agent │ ◇ Copy auth profiles from "main"? │ Yes │ ◇ Auth profiles ─────────────────────? │ │ │ Copied auth profiles from "main". │ │ │ ├─────────────────────────────────────? │ ◇ Configure model/auth for this agent now? │ Yes │ ◇ Model/auth provider │ Xiaomi │ ◇ How do you want to provide this API key? │ Paste API key now │ ◇ Enter Xiaomi API key │ sk-cidvhi74xqwlq388the6i9ds0mfru4qn0llzpux1hx54idq8 │ ◇ Model configured ─────────────────────────────────────────────────────? │ │ │ Default model set to xiaomi/mimo-v2-flash for agent "finance_agent". │ │ │ ├────────────────────────────────────────────────────────────────────────? │ ◇ Model check ──────────────────────────────────────────────────────────────────────────────? │ │ │ Model not found: xiaomi/mimo-v2-flash. Update agents.defaults.model or run /models list. │ │ │ ├────────────────────────────────────────────────────────────────────────────────────────────? │ ◇ Channel status ────────────────────────────? │ │ │ Telegram: needs token │ │ WhatsApp (default): not linked │ │ Discord: needs token │ │ Slack: needs tokens │ │ Signal: needs setup │ │ signal-cli: missing (signal-cli) │ │ iMessage: needs setup │ │ imsg: missing (imsg) │ │ IRC: not configured │ │ Google Chat: not configured │ │ LINE: not configured │ │ Feishu: install plugin to enable │ │ Google Chat: install plugin to enable │ │ Nostr: install plugin to enable │ │ Microsoft Teams: install plugin to enable │ │ Mattermost: install plugin to enable │ │ Nextcloud Talk: install plugin to enable │ │ Matrix: install plugin to enable │ │ BlueBubbles: install plugin to enable │ │ LINE: install plugin to enable │ │ Zalo: install plugin to enable │ │ Zalo Personal: install plugin to enable │ │ Synology Chat: install plugin to enable │ │ Tlon: install plugin to enable │ │ │ ├─────────────────────────────────────────────? │ ◇ Configure chat channels now? │ No Config overwrite: /home/cobrew/.openclaw/openclaw.json (sha256 4b6fcbb9743eb0a8611264043008a59e472a4763a3a9a0a6fc7d5814cbe385ff -> 96c54ca4424a3515bc743203fa8e6ef23580613b630be1f06dad8cdf09c6137b, backup=/home/cobrew/.openclaw/openclaw.json.bak) Updated ~/.openclaw/openclaw.json Workspace OK: ~/.openclaw/workspace-finance_agent Sessions OK: ~/.openclaw/agents/finance_agent/sessions │ └ Agent "finance_agent" ready. cobrew@DESKTOP-9449JCG:~$ 

配置过程

cobrew@DESKTOP-9449JCG:~$ openclaw agents add code_agent 🦞 OpenClaw 2026.3.13 (61d171a) — WhatsApp automation without the "please accept our new privacy policy". 11:32:30 [plugins] plugins.allow is empty; discovered non-bundled plugins may auto-load: feishu (/home/cobrew/.npm-global/lib/node_modules/openclaw/extensions/feishu/index.ts). Set plugins.allow to explicit trusted ids. 11:32:57 [plugins] feishu_doc: Registered feishu_doc, feishu_app_scopes 11:32:57 [plugins] feishu_chat: Registered feishu_chat tool 11:32:57 [plugins] feishu_wiki: Registered feishu_wiki tool 11:32:57 [plugins] feishu_drive: Registered feishu_drive tool 11:32:57 [plugin