多智能体协作实战：用 Opus 5.5 搭建个人智能体编排系统
一个开发者分享了用 Opus 5.5 组建 8 个专职智能体团队的经验，从提示词到 webhook 都讲了怎么调，想搭自己的智能体编排系统可以先抄这份思路。
作者分享了从单独 Claude Code 会话到多智能体并行的演进过程，目前运营一个由约 8 个专职智能体（CFO、CTO、CMO 等）组成的团队。约一个月前开始尝试智能体之间的通信，并在其上叠加一个个人智能体，例如名为 Clio 的内容智能体全日搜集并撰写内容。作者认为 Opus 5.5 的协调能力超出预期，但需要调校自动化、webhook、系统提示词和工具链。文中建议开发者从 fork 现有项目开始，构建自己的智能体编排器以形成个人优势。
Agent-to-agent communication with a personal agent on top is wild. Wow. I underestimated how well models like Opus 5.5 can coordinate already. This opens a whole new set of experiences with agents. But it takes a bit of tuning (automations, webhooks, system prompts, tooling, etc.) and retrieving context at the right time. I don't have a perfect setup yet, but I feel like I'm already living in the future. My agent team can do work (higher quality than I could imagine) at speeds I can't even keep up with. It's crazy how fast things have moved in about a year. I started with individual Claude Code sessions. Then, just a couple of months later, I moved to multi-agent systems with subagents, parallelizing work. Then, a couple of months ago, I built a persistent, higher-level agent team, similar to Grok Bot. Of course, with my own agent orchestrator and a team of like 8 specialized bots (CFO, CSO, CTO, CMO, CCO, CoS, etc.) Then, about a month ago, I started playing around with agent-to-agent communication with a personal agent. And I can tell you, most of the apps like Code and Claude Desktop are way behind. But they will catch up. This is why I believe we should all be building our own agent orchestrator/harness. You need to personalize to what works for you, which creates an important edge. You can start with a fork; who cares. Start somewhere. It's just mind-blowing to see agents coordinate and do things on their own that would take a village or an entire org in some cases. Just sharing my raw thoughts here, but things will dramatically change again in the next couple of months, leading into next year. Sharing a snapshot of one of my personal agents, Clio (Chief Content Officer), doing research all day and putting together high-quality content to inform me on things I am interested in and things I am writing about on X. 💬 8 🔄 2 ❤️ 20 👀 1605 📊 11 ⚡
