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Agent Skill · 研究检索

team-orchestration(团队编排)

team-orchestration 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

team-orchestration 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 66,724。

总安装 259周安装 11GitHub Stars 24下载 91核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:team-orchestration(团队编排)
来源仓库:https://github.com/noobygains/godmode
仓库路径:skills/team-orchestration
安装命令:
npx skills add https://github.com/noobygains/godmode --skill team-orchestration
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/noobygains/godmode --skill team-orchestration

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

提供端到端的虚拟团队任务创建、分配与监控功能。支持跨前端/后端工程师协作完成特定软件模块开发。内置任务阻塞关系管理与进度可视化界面。team-orchestration 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适用于 Cursor、Claude、Codex 等支持技能扩展的环境。

需配置 API 密钥并授权访问本地工作树与测试工具。

来源仓库内路径:skills/team-orchestration

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/noobygains/godmode --skill team-orchestration;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

team-orchestration 怎么安装?

在终端执行 npx skills add https://github.com/noobygains/godmode --skill team-orchestration。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

team-orchestration 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

team-orchestration 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

team-orchestration 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

team-orchestration 用的人多吗?

公开数据是累计安装 259 次,近一周安装 11 次,下载 91 次,GitHub 24 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

team-orchestration 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
team-orchestration

团队编排 · 本页

25924接触敏感数据未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Team Orchestration

Overview

Agent Teams enable multiple Claude Code sessions to collaborate on a shared project with direct peer-to-peer messaging and shared task lists. Unlike subagents, teammates can communicate with each other, claim tasks dynamically, and coordinate on shared problems.

Core principle: Deploy teams when tasks benefit from collaboration, not merely parallelism. If teammates will never need to message each other, use parallel subagents instead.

No exceptions. No workarounds. No shortcuts.

The Prime Directive

NO TEAM WITHOUT A COLLABORATION REQUIREMENT

If teammates will never exchange messages, you do not need a team.

When to Use

digraph when_teams {
    "Multiple tasks?" [shape=diamond];
    "Need peer-to-peer collaboration?" [shape=diamond];
    "Tasks independent?" [shape=diamond];
    "Agent Teams" [shape=box style=filled fillcolor=lightgreen];
    "parallel-execution" [shape=box];
    "delegated-execution" [shape=box];
    "Single agent" [shape=box];

    "Multiple tasks?" -> "Need peer-to-peer collaboration?" [label="yes"];
    "Multiple tasks?" -> "Single agent" [label="no"];
    "Need peer-to-peer collaboration?" -> "Agent Teams" [label="yes - teammates must share discoveries"];
    "Need peer-to-peer collaboration?" -> "Tasks independent?" [label="no"];
    "Tasks independent?" -> "parallel-execution" [label="yes - fire and forget"];
    "Tasks independent?" -> "delegated-execution" [label="no - sequential"];
}

Deploy Teams when:

  • Parallel research where discoveries from one investigation redirect another
  • Multi-module features where frontend/backend/tests must coordinate
  • Cross-layer changes requiring interface negotiation
  • Debugging with competing hypotheses that need to share evidence
  • Large refactoring across multiple subsystems with shared conventions

Do not use when:

  • Simple independent tasks (use godmode:parallel-execution)
  • Sequential dependent tasks (use godmode:delegated-execution)
  • Single-file or single-module changes
  • Agent Teams feature not enabled
  • Fewer than 2 genuinely collaborative tasks

Prerequisites

Agent Teams is an experimental feature. It must be enabled:

CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=true

Without this, TeamCreate, TaskCreate, and SendMessage tools are unavailable.

Deferred tools: TeamCreate, TaskCreate, TaskUpdate, TaskGet, TaskList, SendMessage, and EnterWorktree are deferred tools. They must be loaded via ToolSearch before first use:

// Load all team tools at once
ToolSearch: { "query": "select:SendMessage,TaskCreate,TaskUpdate,TaskList,TaskGet,EnterWorktree" }

The Entry Protocol

BEFORE forming a team:

1. ENUMERATE: What are all the tasks?
2. MAP: Which tasks need information from other tasks?
3. COUNT: How many task pairs require shared discoveries?
4. DECIDE:
   - 0 pairs need collaboration -> Use parallel-execution
   - 1 pair needs collaboration -> Consider single agent or subagents
   - 2+ pairs need collaboration -> Use Agent Teams
5. ONLY THEN: Form the team

Skip any step = unnecessary team overhead

The Workflow

Step 1: Evaluate Task-Team Fit

Before reaching for TeamCreate, answer these:

QuestionIf YesIf No
Can a single agent handle this?Do that insteadContinue
Can parallel subagents handle this?Use parallel-executionContinue
Do agents need to share discoveries mid-work?TeamsSubagents
Do agents need to negotiate interfaces?TeamsSubagents
Is coordination overhead justified?TeamsSimpler approach

Step 2: Architect the Team

Create the team, then spawn teammates using the Agent tool:

// 1. Create the team
TeamCreate: {
  "team_name": "auth-refactor-team",
  "description": "Refactor authentication across API and frontend modules"
}

// 2. Spawn each teammate (2-5 max)
Agent: {
  "name": "backend-eng",
  "team_name": "auth-refactor-team",
  "prompt": "You are the backend engineer. Own all files in src/api/auth/. Implement the new token refresh flow. Coordinate with frontend-eng on the session interface.",
  "description": "Backend auth implementation",
  "mode": "bypassPermissions"
}

Agent: {
  "name": "frontend-eng",
  "team_name": "auth-refactor-team",
  "prompt": "You are the frontend engineer. Own all files in src/ui/auth/. Update login flow to use new token refresh. Coordinate with backend-eng on the session interface.",
  "description": "Frontend auth implementation",
  "mode": "bypassPermissions"
}

Teammate count guidance:

CountWhenCoordination Cost
2Two distinct modules that must agree on interfaceLow
3Frontend + backend + tests, or 3 independent subsystemsMedium
4Cross-cutting refactor with 4 modulesHigh
5Maximum — only for genuinely large effortsVery High

Step 2b: Isolate Workspaces

Each teammate should work in an isolated git worktree to prevent merge conflicts at the filesystem level:

// Called by each teammate at the start of their work
EnterWorktree: { "name": "auth-backend" }

EnterWorktree creates a separate git worktree so teammates edit files in parallel without stepping on each other. The team lead runs godmode:merge-protocol to integrate worktrees at the end.

Step 3: Define Tasks with Clear Boundaries

// Create tasks with clear scope and success criteria
TaskCreate: {
  "subject": "Implement token refresh endpoint",
  "description": "Build POST /api/auth/refresh that validates expired access tokens against refresh tokens. Return new access+refresh token pair. Files: src/api/auth/refresh.ts, src/api/auth/refresh.test.ts",
  "activeForm": "Implementing token refresh endpoint"
}

TaskCreate: {
  "subject": "Update login UI for token refresh",
  "description": "Update login flow to store refresh token and auto-refresh on 401. Files: src/ui/auth/login.tsx, src/ui/auth/session.ts",
  "activeForm": "Updating login UI for token refresh"
}

// Set up dependencies and assign owners
TaskUpdate: { "taskId": "2", "addBlockedBy": ["1"] }
TaskUpdate: { "taskId": "1", "owner": "backend-eng" }
TaskUpdate: { "taskId": "2", "owner": "frontend-eng" }

Task design rules:

  • Clear scope: exactly which files/modules this teammate owns
  • Dependencies: use addBlockedBy for tasks that must complete first
  • Success criteria: what "done" looks like in the description
  • File ownership: NO overlap between teammates (prevents merge conflicts)

File ownership is non-negotiable. Two teammates editing the same file guarantees merge conflicts. If a shared file needs changes from multiple perspectives, assign it to ONE teammate who coordinates with others via messaging.

Step 4: Coordinate as Team Lead

digraph team_lead_loop {
    "Check TaskList" [shape=box];
    "All tasks completed?" [shape=diamond];
    "Any teammate blocked?" [shape=diamond];
    "Send clarifying message" [shape=box];
    "Resolve dependency" [shape=box];
    "Integrate results" [shape=box style=filled fillcolor=lightgreen];

    "Check TaskList" -> "All tasks completed?";
    "All tasks completed?" -> "Integrate results" [label="yes"];
    "All tasks completed?" -> "Any teammate blocked?" [label="no"];
    "Any teammate blocked?" -> "Send clarifying message" [label="needs info"];
    "Any teammate blocked?" -> "Resolve dependency" [label="blocked by task"];
    "Any teammate blocked?" -> "Check TaskList" [label="no - working"];
    "Send clarifying message" -> "Check TaskList";
    "Resolve dependency" -> "Check TaskList";
}

As team lead:

  • Track task completion via TaskList (no parameters needed — just call it)
  • Relay discoveries between teammates using direct messages:
// Direct message to relay a discovery
SendMessage: {
  "type": "message",
  "recipient": "frontend-eng",
  "content": "backend-eng finished the refresh endpoint. The response shape is { accessToken, refreshToken, expiresIn }. You can unblock now.",
  "summary": "Refresh endpoint contract ready"
}
  • Unblock dependencies by marking prerequisite tasks complete:
TaskUpdate: { "taskId": "1", "status": "completed" }
  • Arbitrate conflicts if teammates disagree on approach
  • Use broadcast ONLY for team-wide critical issues (expensive — sends N messages):
// Broadcast — use sparingly, sends N separate messages
SendMessage: {
  "type": "broadcast",
  "content": "Convention change: all auth endpoints now return camelCase keys",
  "summary": "Auth API convention change"
}

Step 5: Integrate Results

When all tasks complete:

  1. Review all changes together for consistency
  2. Confirm no file conflicts between teammates
  3. Run full test suite
  4. Verify that cross-module interfaces agree
  5. REQUIRED SUB-PROTOCOL: Use godmode:merge-protocol

Team Patterns

See team-patterns.md in this directory for five documented team patterns:

  1. Exploration Team — Parallel investigation of different dimensions
  2. Feature Team — Multi-module development (frontend + backend + tests)
  3. Diagnosis Team — Competing hypotheses tested concurrently
  4. Inspection Team — Multi-perspective code review
  5. Migration Team — Cross-cutting convention changes across codebase

Each pattern includes: when to use, team structure, task design, coordination flow, and example.

Tools at a Glance

ToolPurposeKey ParametersWhen
TeamCreateForm teamteam_name, descriptionOnce at start
AgentSpawn teammatename, team_name, prompt, description, modeOnce per teammate
EnterWorktreeIsolate workspacenameEach teammate at start
TaskCreateAdd tasksubject, description, activeFormDuring setup
TaskListView all tasks*(none)*Monitoring
TaskGetGet task detailstaskIdBefore starting work
TaskUpdateClaim/complete/updatetaskId, status, owner, addBlockedByThroughout
SendMessageDirect messagetype: "message", recipient, content, summaryCoordination
SendMessageBroadcasttype: "broadcast", content, summaryCritical issues only
SendMessageShutdowntype: "shutdown_request", recipient, contentWinding down

Teammate Behavior: What to Expect

Teammates are independent Claude sessions. Key behaviors:

  • Idle between turns — This is normal. Teammates go idle when waiting for messages or tasks. They reactivate when messaged or when tasks become available.
  • Claim tasks — Teammates use TaskUpdate to assign themselves before starting work.
  • Message each other — Teammates can and should message each other directly, not just the team lead.
  • Self-directed — Once given a task, teammates work autonomously. Avoid micromanagement.

Cognitive Traps

RationalizationTruth
"Teams are always superior to subagents"Teams add coordination overhead. Deploy only when collaboration is necessary.
"More teammates = faster delivery"More teammates = more coordination. 3 focused teammates outperform 6 scattered ones.
"I'll form the team and figure out tasks later"Tasks MUST be designed before team formation. No tasks = idle teammates burning tokens.
"Teammates can share files"Shared files = merge conflicts. Assign clear ownership.
"Broadcast is fine for routine updates"Broadcast sends N messages. Use SendMessage to specific teammates.
"Dependencies are implied"Undefined dependencies = teammates stepping on each other.

Guardrails

Prohibited:

  • Forming teams for simple tasks (overhead not justified)
  • Allowing teammates to edit the same files (merge conflicts)
  • Skipping integration review after team completion
  • Ignoring teammate messages (they contain discoveries)
  • Forming teams with more than 5 teammates (coordination explodes)
  • Using broadcast for routine updates (use direct messages)
  • Starting a team without clearly designed tasks
  • Leaving dependencies undefined between tasks

Mandatory:

  • Define clear file ownership boundaries
  • Set up task dependencies with blockedBy
  • Review all changes together after completion
  • Run full test suite after integration
  • Use SendMessage for teammate-to-teammate coordination
  • Mark tasks complete when done (teammates check TaskList for available work)

Tool Invocation Reference

Complete parameter specifications for every Agent Teams tool. Copy these directly — parameter names are exact.

TeamCreate

Creates a named team. Call once before spawning teammates.

{
  "team_name": "feature-billing-team",
  "description": "Build subscription billing feature"
}
ParameterTypeRequiredNotes
team_namestringyesKebab-case identifier
descriptionstringyesWhat the team is working on

Agent (spawn teammate)

Spawns a teammate into an existing team. Each teammate is an independent Claude session.

{
  "name": "backend-eng",
  "team_name": "feature-billing-team",
  "prompt": "You are the backend engineer on this team. Own src/api/billing/. Build the Stripe webhook handler and subscription CRUD endpoints. Use godmode:test-first for implementation. Coordinate with frontend-eng on API contracts via SendMessage.",
  "description": "Backend billing implementation",
  "mode": "bypassPermissions"
}
ParameterTypeRequiredNotes
namestringyesTeammate identifier (used in SendMessage recipient)
team_namestringyesMust match TeamCreate team_name
promptstringyesFull instructions — include file ownership, scope, coordination rules
descriptionstringyesShort description shown in UI
modestringno"bypassPermissions" lets teammate work without permission prompts

EnterWorktree

Creates an isolated git worktree for a teammate. Prevents filesystem conflicts when multiple teammates edit files in parallel.

{
  "name": "billing-feature"
}
ParameterTypeRequiredNotes
namestringyesWorktree identifier — becomes the branch/directory name

TaskCreate

Adds a task to the shared task list visible to all teammates.

{
  "subject": "Implement Stripe webhook handler",
  "description": "Build POST /webhooks/stripe endpoint that handles subscription.created, subscription.updated, and subscription.deleted events. Files: src/api/billing/webhooks.ts, src/api/billing/webhooks.test.ts",
  "activeForm": "Implementing Stripe webhook handler"
}
ParameterTypeRequiredNotes
subjectstringyesImperative form title (e.g., "Fix auth bug")
descriptionstringyesFull scope, file list, acceptance criteria
activeFormstringnoPresent continuous form for spinner (e.g., "Fixing auth bug")

TaskUpdate

Updates a task's status, owner, or dependencies. Use for claiming, completing, and wiring up blocked-by relationships.

// Assign owner
{ "taskId": "1", "owner": "backend-eng" }

// Set dependency — task 3 cannot start until tasks 1 and 2 complete
{ "taskId": "3", "addBlockedBy": ["1", "2"] }

// Mark in progress
{ "taskId": "1", "status": "in_progress" }

// Mark complete
{ "taskId": "1", "status": "completed" }
ParameterTypeRequiredNotes
taskIdstringyesTask ID from TaskCreate/TaskList
statusstringno"pending", "in_progress", "completed", or "deleted"
ownerstringnoTeammate name to assign
addBlockedBystring[]noTask IDs that must complete before this task
addBlocksstring[]noTask IDs that this task blocks
subjectstringnoUpdated title
descriptionstringnoUpdated description
activeFormstringnoUpdated spinner text

TaskList

Returns all tasks with their status, owner, and blocked-by info. No parameters.

// No parameters — just call it
TaskList: {}

TaskGet

Retrieves full details of a specific task.

{ "taskId": "1" }
ParameterTypeRequiredNotes
taskIdstringyesTask ID to retrieve

SendMessage

Three message types for team communication.

Direct message (default — use this for most communication):

{
  "type": "message",
  "recipient": "backend-eng",
  "content": "The profile API needs a PUT /profile/preferences endpoint. Frontend needs to update preferences without replacing the full profile.",
  "summary": "API contract update request"
}

Broadcast (sends to ALL teammates — use sparingly):

{
  "type": "broadcast",
  "content": "Convention change: all API responses now use camelCase keys",
  "summary": "API convention change"
}

Shutdown request (graceful teammate shutdown):

{
  "type": "shutdown_request",
  "recipient": "backend-eng",
  "content": "All tasks complete, wrapping up"
}
ParameterTypeRequiredNotes
typestringyes"message", "broadcast", or "shutdown_request"
recipientstringfor message/shutdownTeammate name
contentstringyesMessage body
summarystringfor message/broadcast5-10 word preview shown in UI

Complete Team Setup Example

End-to-end example wiring up a 2-person feature team:

// 1. Create team
TeamCreate: { "team_name": "billing-team", "description": "Build subscription billing" }

// 2. Create tasks
TaskCreate: {
  "subject": "Build Stripe webhook handler",
  "description": "POST /webhooks/stripe handling subscription events. Files: src/api/billing/webhooks.ts",
  "activeForm": "Building Stripe webhook handler"
}
TaskCreate: {
  "subject": "Build billing dashboard UI",
  "description": "Subscription management page showing plan, usage, invoices. Files: src/ui/billing/",
  "activeForm": "Building billing dashboard"
}

// 3. Wire dependencies and assign owners
TaskUpdate: { "taskId": "2", "addBlockedBy": ["1"] }
TaskUpdate: { "taskId": "1", "owner": "backend-eng" }
TaskUpdate: { "taskId": "2", "owner": "frontend-eng" }

// 4. Spawn teammates (they auto-claim their assigned tasks)
Agent: {
  "name": "backend-eng",
  "team_name": "billing-team",
  "prompt": "You are the backend engineer. Own src/api/billing/. Start with task #1. Use EnterWorktree to isolate your workspace. Use godmode:test-first. Message frontend-eng with the API contract when done.",
  "description": "Backend billing implementation",
  "mode": "bypassPermissions"
}
Agent: {
  "name": "frontend-eng",
  "team_name": "billing-team",
  "prompt": "You are the frontend engineer. Own src/ui/billing/. Task #2 is blocked by #1. Wait for backend-eng to share the API contract, then implement. Use EnterWorktree to isolate your workspace.",
  "description": "Frontend billing implementation",
  "mode": "bypassPermissions"
}

// 5. Monitor as team lead
TaskList: {}

// 6. When all tasks complete, shutdown teammates
SendMessage: { "type": "shutdown_request", "recipient": "backend-eng", "content": "All done, wrapping up" }
SendMessage: { "type": "shutdown_request", "recipient": "frontend-eng", "content": "All done, wrapping up" }

Integration

Related orchestration protocols:

  • godmode:parallel-execution — For independent tasks without collaboration requirement
  • godmode:delegated-execution — For sequential tasks with review checkpoints
  • godmode:task-runner — For plan execution in a separate session

Teammates should use:

  • godmode:test-first — For implementation tasks
  • godmode:fault-diagnosis — For diagnosis team investigations
  • godmode:completion-gate — Before marking tasks complete

Required for completion:

  • godmode:merge-protocol — After all team tasks complete

平台分布

Codex

37.65%
按下载量换算34

Claude

26.86%
按下载量换算24

Cursor

16.68%
按下载量换算15

Gemini CLI

10.23%
按下载量换算9

安全审计

Gen Agent Trust Hub

可疑

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

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