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build-managed-agents

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教 Claude Code / OpenClaw 等 coding agent 使用 Anthropic Claude Managed Agents（云端托管代理服务）API —— create/run/audit 全流程。当用户（或上游 coding agent）需要创建托管 agent、跑 session、流式处理事件、审计用量或调用 /v1/agents、/v1/environments、/v1/sessions 等 API 时使用。触发词：managed agents、托管代理、build a managed agent、agent_toolset_20260401、client.beta.agents、client.beta.sessions。

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Apr 15, 2026
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# build-managed-agents

这是一个给 coding agent（Claude Code / OpenClaw / Cursor agent 等）用的 skill —— 当 coding agent 需要帮用户构建基于 Claude Managed Agents 的应用时，照着本 skill 的 recipe 执行。

Anthropic 托管的 agent 运行时：云容器 + 内置工具 + 事件流。你不用自己搭 agent loop、工具执行、沙箱。

本 skill 覆盖三个阶段：**Create**（定义 agent/环境/session）→ **Run**（发消息、流式接收、处理工具确认）→ **Audit**（查状态、事件流、token 用量、成本）。

## 何时使用

- 用户要"创建一个 managed agent" / "托管 agent" / "跑一个 session"
- 代码里出现 `client.beta.agents`、`client.beta.environments`、`client.beta.sessions`
- 用户询问 `/v1/agents`、`/v1/environments`、`/v1/sessions` 等端点
- 用户要审计/调试 session（看事件流、token 消耗、错误重试）
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