libinyam/dsh-experts

DeepSeek 多专家工具包:专家团队作为用户可编写的数据目录,每个目录自动注册为可路由技能(引擎与名单分离)。

Project Overview项目介绍

dsh-experts is a native multi-agent expert bundle plugin built exclusively for DeepSeek Harness (DSH). It lets users create custom expert collaboration teams that are automatically registered as routable skills in the DSH skill directory, following the naming convention experts-<team-name>. The plugin separates engine functionality from team configuration: team discovery, validation, and workflow logic are handled by the plugin core, while expert personas and escalation routing are stored in editable team directories, all built on top of DSH’s native APIs. This design makes it easy for users to modify and extend their expert teams without touching the core plugin code, and lets you prioritize custom teams over built-in examples.

There are two supported installation methods for dsh-experts. The recommended approach is to add the package as a dependency and include it in the bundles array of your DSH profile’s package.json, and you can use a local file path for local development. You can also manually clone the repository to the node_modules/dsh-experts directory of your profile and add it to the bundles array to complete installation. After installation, you can use the built-in web-review example team immediately, or create a custom team with the included new-team script, validate it, and reload the plugin to register your new team. Teams with the same name are prioritized by rank, so your custom teams automatically override built-in teams of the same name.

dsh-experts has no runtime dependencies and no development dependencies, and only requires Node.js 18 or newer to run. It is written in plain ESM JavaScript and requires no build step to work. The current v0.1 release has several known limitations: there is no file watcher, so any change to a team requires a plugin reload; there is no caching for team scanning, so large numbers of teams can increase refresh time; only the review workflow template is currently supported. The plugin is released under the open source MIT license, so it is free to use, modify, and distribute. If you encounter issues, you can run validation scripts to debug team configuration errors before reloading.

dsh-experts 是专为 DeepSeek Harness(DSH)开发的原生多专家团插件,它将用户自定义的多专家协作团队以可路由技能的形式注册到 DSH 技能目录,命名规则为experts-<团队名>。它实现了引擎与阵容分离:团队发现、校验和工作流协议封装在插件内核,专家人设和升级路由存储在独立可编辑的团队目录中,所有能力都基于 DSH 原生接口构建。

本插件支持两种安装方式,推荐在 DSH profile 的 package.json 中将本包加入依赖和 bundles 配置,本地开发也可使用文件路径引用。安装完成后即可直接使用内置的示例团队,也可通过内置脚本快速创建自定义团队,编辑配置和专家人设后运行校验脚本验证格式,重载插件即可完成新团队注册。同名团队会按优先级就近覆盖,方便用户魔改自定义。

本插件无运行时依赖和开发依赖,仅要求 Node.js 版本不低于 18,使用纯 ESM JavaScript 编写,无需构建步骤。当前 v0.1 版本存在一些已知限制:无文件监听,修改团队需重载插件;全量扫描无缓存,团队过多时刷新开销较大;仅支持 review 工作流模板。本插件采用 MIT 许可开源,完全免费供用户使用。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 1 warning1 项注意
  • Only 2 stars - very few users, little community feedback星标只有 2,几乎没人在用,遇到问题缺少社区反馈
DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

  • DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
  • External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时(Electron / Python / Docker 等)是否齐备
  • Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突:命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

  • Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致,是否归档或长期停更
  • Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
  • curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
  • Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
  • Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需(filesystem / network / shell / clipboard)
  • Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限,以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照,不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装(适合开发者)

CLI Install命令行安装

dsh plugin --profile web add github:libinyam/dsh-experts

把 libinyam/dsh-experts 加入你的 DSH 配置(web profile)即可启用。

READMEREADME

dsh-experts

CI License: MIT

DeepSeek Harness(dsh)的多专家插件:把「专家团」做成用户可写的数据目录,每个团队自动注册为模型可路由的 skill(experts-<团队名>)。引擎与阵容分离——团队发现、校验和工作流协议在插件里,专家人设与升级路由在团队目录里。

设计参照 Qoder 专家团 / WorkBuddy Expert Teams 的产品形态,协作协议继承自 github-project-review-skill 的已验证机制(升级路由矩阵、数据门控决策、分层输出深度),并全部改建于 dsh 原生能力(skills provider、可继续 child、嵌套 subagent、消息和 report 通道)之上。

工作原理

团队目录(数据)                        dsh-experts 插件(引擎)
┌─ <projectRoot>/.dsh/experts/  rank 100 ┐
├─ config.teamDirs              rank 300 │→ 发现 → team.json 严格校验(fail loud)
├─ <dshHome>/experts            rank 400 │→ 组装 → 工作流模板 + 花名册 + 人设卡
└─ 随包 teams/(示例团队)      rank 600 ┘        + 升级矩阵 + TEAM.md 约定
                                              ↓
                            skill 目录出现 experts-<团队名>,模型按 whenToUse 路由
                                              ↓
                            当前会话启动真实 lead child
                                      ↓
                            lead 按任务动态启动 specialist child
                            (相关专家才启动,可继续/追加派遣)

同名团队按 rank 就近覆盖(项目 > 自定义 > 用户 > 随包),魔改官方示例的标准动作:把示例目录拷到 <dshHome>/experts/ 下改。

安装

方式一:加入 dsh profile(推荐)

在 profile 的 package.json 中把本包加入依赖与 bundles:

{
  "dependencies": {
    "dsh-experts": "github:libinyam/dsh-experts"
  },
  "dsh": {
    "profile": {
      "bundles": ["@deepseek-ai/dsh-base", "@deepseek-ai/dsh-web-app", "dsh-experts"]
    }
  }
}

本地开发可用 "dsh-experts": "file:<到本仓库的路径>"。

方式二:手动放置

克隆本仓库到 profile 的 node_modules/dsh-experts,并把 "dsh-experts" 追加进 bundles 列表(无外部依赖,无需安装步骤)。

快速开始

  1. 用示例团队:安装后 skill 目录会出现 experts-web-review(5 位专家:协调者 tech-lead + 前端 + 后端 + 测试 + 安全)。对 dsh 说:

    用 experts-web-review 评估 owner/repo 的推广就绪度

  2. 创建你自己的团队:

    node node_modules/dsh-experts/scripts/new-team.mjs --name my-team
    # 默认从内置 web-review 复制到 <dshHome>/experts/my-team
    

    编辑 my-team/team.json(描述、专家、升级路由)和 experts/*.md 人设卡,然后校验:

    node node_modules/dsh-experts/scripts/validate-team.mjs <dshHome>/experts/my-team
    

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要,完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

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