Build Managed Agents

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。

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add YijiaDuan/build-managed-agents --skill build-managed-agents
Manual install
git clone --depth 1 https://github.com/YijiaDuan/build-managed-agents.git /tmp/build-managed-agents
mkdir -p ~/.claude/skills
cp -r /tmp/build-managed-agents/. ~/.claude/skills/build-managed-agents

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# 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)

## 前置条件

```bash
pip install anthropic  # Python
# 或 npm install @anthropic-ai/sdk  # TypeScript

export ANTHROPIC_API_KEY="sk-ant-..."
```

所有 API 需要 beta header:`anthropic-beta: managed-agents-2026-04-01`(SDK 自动加)。

Research preview 功能(outcomes / 多 agent / memory stores)需额外:`managed-agents-2026-04-01-research-preview`。

## 核心概念速查

| 概念 | 说明 | 生命周期 |
|------|------|---------|
| **Agent** | 模型 + system prompt + 工具 + MCP + skills | 复用,有版本号 |
| **Environment** | 云容器模板(预装包、网络规则) | 复用 |
| **Session** | 一次运行实例(Agent × Environment) | 一次性,有完整事件流 |
| **Event** | 会话中每条消息/工具调用/状态变更 | 永久存储,可审计 |

## 标准工作流

### 1. Create 阶段(一次性)
Read the full skill on GitHub

Details

Skill name
build-managed-agents
License
MIT
Repo updated
15 April 2026

FAQ

What does the Build Managed Agents skill do?

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。

How do I install the Build Managed Agents skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add YijiaDuan/build-managed-agents --skill build-managed-agents. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Build Managed Agents popular?

It lives in YijiaDuan/build-managed-agents, which has 10 GitHub stars and 0 forks.

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