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AI & Agents

Plugin

agentkit-samples

欢迎来到 AgentKit 代码工坊（Samples）仓库！ AgentKit 是火山引擎推出的企业级 AI Agent 开发平台，为开发者提供完整的 Agent 构建、部署和运维解决方案。平台通过标准化的开发工具链和云原生基础设施，显著降低复杂智能体应用的开发部署门槛。本代码库包含了一系列示例和教程，帮助您理解、实现和集成 AgentKit 的各项功能到您的应用中。

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bytedance@bytedance

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Plugin Signal79/100Solid

maintained99

capable100

documented30

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Install

$ npx -y skills add bytedance/agentkit-samples --agent claude-code

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Python

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Apache-2.0

License

6h ago

Last commit

9mo ago

Created

Repo: bytedance/agentkit-samples

In this plugin

156 skills

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What's inside

Skill(156 skills)

/code-optimizationOptimize code performance through iterative improvements (max 2 rounds). Benchmark execution time and memory usage, compare against baseline implementations, and generate detailed optimization reports. Supports C++, Python, Java, Rust, and other languages./image-video-gen根据文字描述生成视频，一个生成图片和视频的工作流技能。依赖 skills: byted-web-search, image-generate, video-generate。注意：此 workflow 没有执行脚本，只是一个描述性的文档。/skills-managementManage AgentKit skills, SkillHub/skillhub, skill centers, and skill spaces. Use this skill whenever the user has a management intent for AgentKit skills, skill中心, skill 空间, skill space, or skill hub, including listing, inspecting, downloading, fetching, uploading, publishing,/tos-file-accessUpload files or directories to TOS-compatible object storage for Volcano Engine or BytePlus and download files from URLs. Use this skill when (1) Upload Agent-generated files or directories for sharing, (2) Download files from URLs before Agent processing./veadk-go-skills根据用户的功能需求，完成与 VeADK-Go 相关的功能; 包括：直接根据需求生成 Agent；将Enio Agent转换为VeADK-Go Agent。/veadk-skills根据用户的功能需求，完成与 VeADK 相关的功能。

README

Read on GitHub

AgentKit 代码工坊

欢迎来到 AgentKit 代码工坊（Samples）仓库！

AgentKit 是火山引擎推出的企业级 AI Agent 开发平台，为开发者提供完整的 Agent 构建、部署和运维解决方案。平台通过标准化的开发工具链和云原生基础设施，显著降低复杂智能体应用的开发部署门槛。

本代码库包含了一系列示例和教程，帮助您理解、实现和集成 AgentKit 的各项功能到您的应用中。

➤ 项目结构

AgentKit 代码工坊为让您快速上手 AgentKit 平台，提供了不同入门等级的示例和教程：

基础教程：包含了简单的 Agent 示例，能够帮助您快速理解 AgentKit 的基本概念和使用方法
使用案例：针对有一定经验的开发者，提供了较为复杂的 Agent 实现和定制化示例

➤ 前置准备

环境要求	说明
Python 3.10+	确保您的开发环境中安装了 Python 3.10 或更高版本
`veadk-python`	您需要安装 `veadk-python` 来执行代码
`agentkit-sdk-python`	您需要安装 `agentkit-sdk-python` 来与 AgentKit 平台进行交互
Docker（可选）	用于本地容器构建

➤ 样例列表

名称	难度	描述
`hello_world`		入门级对话智能体，展示如何创建一个具备短期记忆能力的基础 AI Agent
`multi_agents`		多智能体协作示例，展示如何通过层级结构和专业分工实现复杂任务的智能化处理
`image_video_tools`		图片与视频生成智能体，展示多种 VeADK 内置工具能力
`mcp_simple`		MCP 集成示例，通过 MCP 协议实现 Agent 调用火山引擎 TOS 对象存储服务
`vikingdb_agent`		基于火山引擎 VeADK 和 VikingDB 构建的 RAG（检索增强生成）示例，展示如何通过向量检索实现专业文档知识库的智能问答
`vikingmem_agent`		基于火山引擎 VeADK 和 VikingDB 构建的记忆管理示例，展示如何实现智能体的短期记忆和长期记忆功能
`a2a_simple`		分布式多 Agents 示例，展示如何实现智能体之间的通信和协作
`agent_callbacks`		Agent 运行时生命周期回调示例，展示 Agent 生命周期各阶段的回调函数和护栏功能
`旅行规划助手`		结合 Web 搜索工具和专业领域知识，自动规划完整的旅行行程
`餐厅智能点餐助手`		通过点餐智能体，实现复杂业务流程、异步工具调用、上下文管理和自定义插件等高级特性
`实时语音聊天助手`		实时语音聊天助手，它包含了Python服务端和用于用户交互的Web客户端
`AI 编程助手`		AI 编程助手，帮助开发者编写和优化代码
`客户服务智能体`		提供自动的售后咨询和售前导购
`视频生成智能体`		结合多种工具实现视频内容创作
`门店巡检智能体`		基于多 Agents 协作的智能门店巡检系统
`数据分析智能体`		基于 LanceDB 构建的数据分析智能体
`电商营销视频生成`		基于A2A构建的多智能体电商营销视频生成示例，展示如何利用A2A以及图片、视频生成工具进行智能视频内容创作
`运行skills的智能体`		基于 AgentKit & VeADK & sandbox 构建可以运行 skills 的智能体
`混合云企业智能客服`		展示混合云部署、知识、记忆、工具、安全、可观测与多 Agent 协同的完整故事线

每个用例都包含完整的实现，并详细说明如何结合 AgentKit 组件构建应用。

➤ Agentic Frameworks 适配

AgentKit Runtime 原生支持主流智能体框架，已兼容 LangChain、LangGraph、Strands、Google ADK，以及基于 Bedrock AgentCore Runtime 构建的项目。无需重写现有业务逻辑，只需通过 agentkit migrate 生成 AgentKit Runtime 入口，即可完成运行与部署。

对于尚未适配、项目结构不固定的 Python 应用，以及低代码平台生成的 Workflow 项目，也可结合 AgentKit Migration命令与 AgentKit Codex Sandbox的能力，完成自动化迁移，并将您的项目转换为可部署的veadk项目。查看示例：python/03-integrations/migration。

➤ 贡献

欢迎您提交您的 Agent 到本仓库！详细的贡献指南请参考 CONTRIBUTING.md。

➤ 问题反馈

文档: 查看 AgentKit 官方文档
问题: 在 GitHub Issues 中报告问题

➤ 相关资源

➤ 许可证

本项目采用 Apache 2.0 许可证开源。

Happy AgentKit!

File tree

bytedance/agentkit-samplesView on GitHub

.github/
  workflows/
    ci-check.yaml
    copybara-pr-handler.yml
    pre-commit.yaml
.gitignore
.gitleaks.toml
.markdownlint-cli2.jsonc
.pre-commit-config.yaml
assets/
  images/
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    ark_api_key_management.jpg
    ark_model_service_management.jpg
    colored.png
    identity_image.png
    navigo_ai.png
    volcengine_aksk.jpg
CONTRIBUTING.md
go/
  02-use-cases/
    llm_auditor/
      assets/
        images/
          sample-1.jpg
          sample-2.jpg
      auditor/
        auditor.go
      build.sh
      critic/
        critic.go
      go.mod
      go.sum
      main.go
      README.md
      reviser/
        reviser.go
  README.md
LICENSE
markdownlint-rules/
  required-headers.js
mcp/
  mcp-app/
    app.json
    index.html
    README_en.md
    README.md
    requirements.txt
    server.py
    test_mcp_app.py
  mcp-ui/
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    server.py
NOTICE
python/
  01-tutorials/
    01-agentkit-runtime/
      00_configuration_and_credentials.ipynb
      01_getting_started_with_agentkit_sdk.ipynb
      02_agentkit_client_and_config.ipynb
      03_runtime_invoke_with_stream.ipynb
      a2a_simple/
        __init__.py
        agent.py
        assets/
          agentkit-config.png
        local_client.py
        pyproject.toml
        README_en.md
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        requirements.txt
        tools/
          __init__.py
          check_prime.py
          roll_die.py
      callback/
        __init__.py
        agent.py
        callbacks/
          __init__.py
          after_agent_callback.py
          after_model_callback.py
          after_tool_callback.py
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          before_tool_callback.py
        client.py
        prompts/
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          prompt.py
        pyproject.toml
        README_en.md
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        requirements.txt
        tools/
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          write_article.py
      hello_world/
        agent.py
        client.py
        prompts/
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          prompt.py
        pyproject.toml
        README_en.md
        README.md
        requirements.txt
      image_video_tools/
        __init__.py
        agent.py
        client.py
        pyproject.toml
        README_en.md
        README.md
        requirements.txt
      mcp_simple/
        agent.py
        client.py
        pyproject.toml
        README_en.md
        README.md
        requirements.txt
      multi_agents/
        __init__.py
        agent.py
        client.py
        config.py
        main.py
        prompts.py
        pyproject.toml
        README_en.md
        README.md
        requirements.txt
        sub_agents/
          __init__.py
          loop_agent.py
          parallel_agent.py
          sequential_agent.py
      realtime_voice/
        agent.py
        client/
          interface.html
          sound_handler.js
          stream_manager.js
        core_utils.py
        pyproject.toml
        README_en.md
        README.md
        requirements.txt
      vke_runtime_manager/
        agentkit_client.py
        config.example.json
        create_vke_runtime.py
        pyproject.toml
        README.md
        requirements.txt
    02-agentkit-gateway/
      01_create_mcp_service.ipynb
      02_convert_api_service_to_mcp_service.ipynb
      03_create_mcp_toolset.ipynb
      04_inbound_auth.ipynb
      05_integration.ipynb
      resources/
        volc-weather.json
        volc-weather.zip
    03-agentkit-identity/
      docs/
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      README_en.md
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      tutorial1_userpool_inbound/
        .env.template
        app.py
        oauth2_testapp.py
        README_en.md
        README.md
        requirements.txt
        templates/
          index.html
        test_agent/
          agent.py
          agentkit.yaml.template
      tutorial2_feishu_idp/
        .env.template
        app.py
        README_en.md
        README.md
        requirements.txt
        templates
      tutorial3_feishu_outbound/
        .env.template
        app.py
        README_en.md
        README.md
        requirements.txt
        templates
        test_agent/
          agent.py
          agentkit.yaml.template
          requirements.txt
    04-agentkit-tools/
      aio_sandbox/
        .env.example
        agent.py
        assets/
          images/
            tool_create.png
            tool_id.png
            tool_page.png
        client.py
        pyproject.toml
        README_en.md
        README.md
        requirements.txt
      code_sandbox/
        codex_ws_tui.py
        ensure_session.py
        list_snapshots.py
        README.en.md
        README.md
        requirements.txt
        restore_from_snapshot.py
      situla/
        .gitignore
        .node-version
        .nvmrc
        AGENTS.md
        CONTRIBUTING.md
        docs/
          RELEASING.md
        LICENSE
        package-lock.json
        package.json
        README.md
        scripts/
          build-binary.mjs
          generate-third-party-notices.mjs
          install.sh
        SECURITY.md
        src/
          agentkit.ts
          app-server-data.ts
          bridge.ts
          browser-proxy.ts
          cli.ts
          client.ts
          config.ts
          console-login.ts
          protocol.ts
          runtime.ts
          server.ts
          situla.ts
          terminal-proxy.ts
          third-party-notices.ts
          version.ts
          web-assets.ts
          workspace-proxy.ts
        test/
          agentkit.test.ts
          app-server-data.test.ts
          bridge.test.ts
          client.test.ts
          composer-keyboard.test.ts
          config.test.ts
          licenses.test.ts
          protocol.test.ts
          runtime.test.ts
          server-data-plane.test.ts
          server.test.ts
          skill-mentions.test.ts
          slash-commands.test.ts
          terminal-proxy.test.ts
          tool-recents.test.ts
          web-state.test.ts
          workspace-proxy.test.ts
        THIRD_PARTY_NOTICES.txt
        tsconfig.json
        vite.config.ts
        web/
          index.html
          public/
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            situla-logo.png
          src/
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            api.ts
            BrowserDialog.tsx
            CodexApp.tsx
            components/
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              Composer.tsx
              ConsoleLogin.tsx
              dialogs/
                ApprovalDialog.tsx
                ConnectionDialog.tsx
                CreateInstanceDialog.tsx
                PermissionsDialog.tsx
                WorkspaceDialog.tsx
              SessionAdmin.tsx
              Sidebar.tsx
              ToolAdmin.tsx
              Topbar.tsx
              ui.tsx
            composer-keyboard.ts
            display.ts
            event-state.ts
            hooks/
              useDismissibleMenu.ts
              useMessageScroll.ts
              useTheme.ts
            main.tsx
            skill-mentions.ts
            slash-commands.ts
            styles.css
            TerminalDialog.tsx
            tool-recents.ts
            types.ts
            ui-types.ts
            workspace-launch.ts
          tsconfig.json
      skills_sandbox/
        veadk_0_x_x/
          advanced/
            agent.py
            skillslocalfile_localrun.py
            skillspaceid_localrun.py
            skillspaceid_skillssandbox.py
          agent.py
          assets/
            images/
              canvas-design-skill.jpeg
              create.jpeg
              health-meal-planner-skill-tos-recipemd.png
              health-meal-planner-skill-tos.png
              health-meal-planner-skill.jpeg
              internal-comms-skill.jpeg
              skill-sandbox-iam-role.jpeg
              veadk-python-tos-agent.png
              veadk-python-tos.png
              veadk-skill.png
          client.py
          prompts/
            __init__.py
            prompt.py
          pyproject.toml
          README_en.md
          README.md
          requirements.txt
        veadk_1_x_x/
          advanced/
            a2a/
              aio_skills_a2a_invoke.py
              README_en.md
              README.md
              remote_skills_a2a_invoke.py
              sandbox_a2a_invoke.py
          agent.py
          assets/
            images/
              canvas-design-skill.jpeg
              create.jpeg
              health-meal-planner-skill-tos-recipemd.png
              health-meal-planner-skill-tos.png
... 1600 more

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FAQ

agentkit-samples is a Claude Code plugin with 156 hand-picked skills for ai & agents work, indexed on Flowy. Install it with the command on its page. It includes code-optimization, image-video-gen, skills-management. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.

What is agentkit-samples?: 欢迎来到 AgentKit 代码工坊（Samples）仓库！ AgentKit 是火山引擎推出的企业级 AI Agent 开发平台，为开发者提供完整的 Agent 构建、部署和运维解决方案。平台通过标准化的开发工具链和云原生基础设施，显著降低复杂智能体应用的开发部署门槛。本代码库包含了一系列示例和教程，帮助您理解、实现和集成 AgentKit 的各项功能到您的应用中。
How do I install agentkit-samples?: Run these in Claude Code: npx -y skills add bytedance/agentkit-samples --agent claude-code. Then prompt normally.
Does agentkit-samples auto-invoke its skills?: Not yet. It is indexed on Flowy as a plain plugin. Request auto-invocation on its page and Flowy will route its skills for you as you prompt.
Is agentkit-samples free?: Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.