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Agent Skill · 研究检索

ado-multi-project(ado 多项目)

ado-multi-project 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。

ado-multi-project 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,权限为调用外部服务;许可证为 MIT,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 56,510。

总安装 449周安装 18GitHub Stars 127下载 145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
MIT

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:ado-multi-project(ado 多项目)
来源仓库:https://github.com/anton-abyzov/specweave
仓库路径:skills/ado-multi-project
安装命令:
npx skills add https://github.com/anton-abyzov/specweave --skill ado-multi-project
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/anton-abyzov/specweave --skill ado-multi-project

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。

此技能通过以下方式支持复杂的多项目 Azure DevOps 组织: ✅ 根据规格内容进行智能项目检测 ✅ 按项目/区域/团队自动组织文件夹 ✅ 任务拆分到多个项目 ✅ 跨项目链接和依赖跟踪 ✅ 与 Azure DevOps 工作项双向同步 结果:无缝多项目协调,零手动开销!

技能版本:1.0.0 推出:SpecWeave v0.17.0 最后更新:2025-11-11 每周安装量 18 存储库 安东阿比佐夫 GitHub 之星 127 第一次看到 2026 年 1 月 22 日

来源仓库内路径:skills/ado-multi-project

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/anton-abyzov/specweave --skill ado-multi-proje…;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

    它需要调用外部服务,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

ado-multi-project 怎么安装?

在终端执行 npx skills add https://github.com/anton-abyzov/specweave --skill ado-multi-project。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ado-multi-project 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。

ado-multi-project 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

ado-multi-project 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

ado-multi-project 用的人多吗?

公开数据是累计安装 449 次,近一周安装 18 次,下载 145 次,GitHub 127 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。

ado-multi-project 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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

  • 要求有安全扫描结论才肯安装的团队。
  • 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
ado-multi-project

ado 多项目 · 本页

449127调用外部服务MIT未收录

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

Azure DevOps Multi-Project Skill

Purpose: Organize specs and increments across multiple Azure DevOps projects with intelligent mapping and folder organization.

What This Skill Does

This skill handles complex multi-project Azure DevOps organizations by:

  1. Analyzing increment content to determine which project it belongs to
  2. Creating project-specific folder structures in .specweave/docs/internal/specs/
  3. Mapping user stories to correct projects based on keywords and context
  4. Splitting tasks across projects when increments span multiple teams
  5. Maintaining bidirectional sync between local specs and Azure DevOps work items

Supported Architectures

1. Project-per-team (Recommended for Microservices)

Organization: mycompany
├── AuthService (Project)
├── UserService (Project)
├── PaymentService (Project)
└── NotificationService (Project)

Local Structure:
.specweave/docs/internal/specs/
├── AuthService/
├── UserService/
├── PaymentService/
└── NotificationService/

2. Area-path-based (Monolithic Applications)

Organization: enterprise
└── ERP (Project)
    ├── Finance (Area Path)
    ├── HR (Area Path)
    ├── Inventory (Area Path)
    └── Sales (Area Path)

Local Structure:
.specweave/docs/internal/specs/ERP/
├── Finance/
├── HR/
├── Inventory/
└── Sales/

3. Team-based (Small Organizations)

Organization: startup
└── Platform (Project)
    ├── Alpha Team
    ├── Beta Team
    └── Gamma Team

Local Structure:
.specweave/docs/internal/specs/Platform/
├── AlphaTeam/
├── BetaTeam/
└── GammaTeam/

Intelligent Project Detection

The skill analyzes increment content to determine the correct project:

Detection Patterns

const projectPatterns = {
  'AuthService': {
    keywords: ['authentication', 'login', 'oauth', 'jwt', 'session', 'password'],
    filePatterns: ['auth/', 'login/', 'security/'],
    confidence: 0.0
  },
  'UserService': {
    keywords: ['user', 'profile', 'account', 'registration', 'preferences'],
    filePatterns: ['users/', 'profiles/', 'accounts/'],
    confidence: 0.0
  },
  'PaymentService': {
    keywords: ['payment', 'stripe', 'billing', 'invoice', 'subscription'],
    filePatterns: ['payment/', 'billing/', 'checkout/'],
    confidence: 0.0
  }
};

// Analyze spec content
const spec = readSpec(incrementId);
for (const [project, pattern] of Object.entries(projectPatterns)) {
  pattern.confidence = calculateConfidence(spec, pattern);
}

// Select project with highest confidence
const selectedProject = Object.entries(projectPatterns)
  .sort((a, b) => b[1].confidence - a[1].confidence)[0][0];

Confidence Calculation

  • Keyword match: +0.2 per keyword found
  • File pattern match: +0.3 per pattern
  • Explicit mention: +1.0 if project name in spec
  • Team mention: +0.5 if team name matches

Threshold: Confidence > 0.7 = auto-assign, otherwise prompt user

Usage Examples

Example 1: Single-Project Increment

Scenario: Authentication feature for AuthService

Spec Analysis:

Title: "Add OAuth 2.0 authentication"
Keywords found: authentication, oauth, jwt
File patterns: src/auth/oauth-provider.ts
Confidence: AuthService = 0.9 ✅

Action:

# Auto-creates folder structure
.specweave/docs/internal/specs/AuthService/
└── spec-001-oauth-authentication.md

# Maps to Azure DevOps
Project: AuthService
Work Item: Epic "OAuth 2.0 Authentication"

Example 2: Multi-Project Increment

Scenario: Checkout flow spanning multiple services

Spec Analysis:

Title: "Implement checkout flow with payment processing"
Keywords found: user, cart, payment, stripe, notification
Confidence:
  - UserService = 0.6
  - PaymentService = 0.8 ✅
  - NotificationService = 0.5

Action:

# Creates multi-project structure
.specweave/docs/internal/specs/
├── PaymentService/
│   └── spec-002-checkout-payment.md (primary)
├── UserService/
│   └── spec-002-checkout-user.md (linked)
└── NotificationService/
    └── spec-002-checkout-notifications.md (linked)

# Creates linked work items in Azure DevOps
PaymentService: Epic "Checkout Payment Processing" (primary)
UserService: Feature "User Cart Management" (links to primary)
NotificationService: Feature "Order Notifications" (links to primary)

Example 3: Area Path Organization

Scenario: ERP system with module-based organization

Configuration:

AZURE_DEVOPS_STRATEGY=area-path-based
AZURE_DEVOPS_PROJECT=ERP
AZURE_DEVOPS_AREA_PATHS=Finance,HR,Inventory

Spec Analysis:

Title: "Add payroll calculation engine"
Keywords found: payroll, salary, tax, employee
Area match: HR (confidence = 0.85)

Action:

# Creates area-based structure
.specweave/docs/internal/specs/ERP/HR/
└── spec-003-payroll-engine.md

# Maps to Azure DevOps
Project: ERP
Area Path: ERP\HR
Work Item: Epic "Payroll Calculation Engine"

Task Splitting Across Projects

When an increment spans multiple projects, tasks are intelligently split:

Input: Unified tasks.md

# Tasks for Checkout Flow

- T-001: Create shopping cart API (UserService)
- T-002: Implement Stripe integration (PaymentService)
- T-003: Add order confirmation email (NotificationService)
- T-004: Update user order history (UserService)
- T-005: Process payment webhook (PaymentService)

Output: Project-specific work items

UserService (2 tasks):

  • Task: Create shopping cart API
  • Task: Update user order history

PaymentService (2 tasks):

  • Task: Implement Stripe integration
  • Task: Process payment webhook

NotificationService (1 task):

  • Task: Add order confirmation email

Folder Structure Creation

The skill automatically creates and maintains folder structure:

On Increment Creation

async function createProjectFolders(increment: Increment) {
  const projects = detectProjects(increment);

  for (const project of projects) {
    const specPath = `.specweave/docs/internal/specs/${project}/`;
    await ensureDir(specPath);

    // Create project-specific spec
    const spec = extractProjectSpec(increment, project);
    await writeSpec(`${specPath}/spec-${increment.number}-${increment.name}.md`, spec);

    // Create README if first spec in project
    if (isFirstSpec(project)) {
      await createProjectReadme(project);
    }
  }
}

Project README Template

# {Project} Specifications

## Overview
This folder contains specifications for the {Project} project.

## Architecture
{Brief description of project architecture}

## Team
- Team Lead: {name}
- Developers: {list}

## Specifications
- [spec-001-feature.md](spec-001-feature.md) - {description}

## External Links
- Azure DevOps: https://dev.azure.com/{org}/{project}
- Repository: {git-url}

Sync Commands

Sync Increment to Projects

/sw-ado:sync-increment 0014

# Detects projects from spec
# Creates work items in each project
# Links work items together

Sync Spec to Project

/sw-ado:sync-spec AuthService/spec-001

# Syncs single spec to specific project
# Updates existing work item or creates new

Sync All Specs

/sw-ado:sync-all

# Syncs all specs across all projects
# Maintains relationships
# Updates bidirectionally

Project Mapping Configuration

Manual Mapping (config.json)

{
  "ado": {
    "projectMappings": {
      "auth-.*": "AuthService",
      "user-.*": "UserService",
      "payment-.*": "PaymentService",
      "notification-.*": "NotificationService"
    },
    "defaultProject": "Platform",
    "crossProjectLinking": true
  }
}

Auto-Detection Rules

const autoDetectionRules = [
  {
    pattern: /auth|login|oauth|security/i,
    project: "AuthService"
  },
  {
    pattern: /user|profile|account/i,
    project: "UserService"
  },
  {
    pattern: /payment|billing|stripe/i,
    project: "PaymentService"
  }
];

Cross-Project Coordination

Dependency Management

When increments span projects, dependencies are tracked:

# .specweave/increments/0014-checkout-flow/metadata.yml
projects:
  primary: PaymentService
  dependencies:
    - UserService: [T-001, T-004]
    - NotificationService: [T-003]

ado_mappings:
  PaymentService:
    epic: 12345
    work_items: [12346, 12347]
  UserService:
    feature: 12348
    work_items: [12349, 12350]
  NotificationService:
    feature: 12351
    work_items: [12352]

Cross-Project Queries

// Find all work items for an increment across projects
async function getIncrementWorkItems(incrementId: string) {
  const metadata = await readMetadata(incrementId);
  const workItems = [];

  for (const [project, mapping] of Object.entries(metadata.ado_mappings)) {
    const items = await adoClient.getWorkItems(project, mapping.work_items);
    workItems.push(...items);
  }

  return workItems;
}

Best Practices

1. Consistent Naming

Use consistent naming across projects:

spec-001-oauth-authentication.md    # Good
spec-001-auth.md                    # Too vague
SPEC_001_OAuth.md                   # Inconsistent format

2. Clear Project Boundaries

Define clear boundaries between projects:

AuthService:
  owns: [authentication, authorization, sessions]
  not: [user profiles, user preferences]

UserService:
  owns: [profiles, preferences, user data]
  not: [authentication, passwords]

3. Link Related Specs

Link specs that span projects:

# spec-002-checkout-payment.md

Related Specs:
- [User Cart](../UserService/spec-002-checkout-user.md)
- [Notifications](../NotificationService/spec-002-checkout-notifications.md)

4. Use Project Prefixes

Prefix increment names with primary project:

/sw:increment "payment-stripe-integration"
/sw:increment "auth-oauth-provider"
/sw:increment "user-profile-redesign"

Error Handling

Project Not Found

❌ Project "AuthService" not found in Azure DevOps

Options:
1. Create project "AuthService"
2. Map to existing project
3. Skip this project

Your choice [1]:

Ambiguous Project Detection

⚠️ Cannot determine project for increment 0014

Multiple projects detected:
- UserService (confidence: 0.6)
- PaymentService (confidence: 0.6)

Please select primary project:
1. UserService
2. PaymentService
3. Both (multi-project)

Your choice [3]:

Sync Conflicts

⚠️ Sync conflict detected

Local: spec-001 updated 2 hours ago
Azure DevOps: Work item updated 1 hour ago

Options:
1. Use local version
2. Use Azure DevOps version
3. Merge changes
4. View diff

Your choice [3]:

Integration with CI/CD

Auto-sync on Commit

# .github/workflows/specweave-sync.yml
on:
  push:
    paths:
      - '.specweave/docs/internal/specs/**'

jobs:
  sync:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v2
      - run: npx specweave ado-sync-all
        env:
          AZURE_DEVOPS_PAT: ${{ secrets.ADO_PAT }}

Project-specific Pipelines

# azure-pipelines.yml
trigger:
  paths:
    include:
      - .specweave/docs/internal/specs/$(System.TeamProject)/**

variables:
  - name: project
    value: $(System.TeamProject)

steps:
  - script: npx specweave ado-sync-project $(project)

Summary

This skill enables sophisticated multi-project Azure DevOps organizations by:

  1. ✅ Intelligent project detection from spec content
  2. ✅ Automatic folder organization by project/area/team
  3. ✅ Task splitting across multiple projects
  4. ✅ Cross-project linking and dependency tracking
  5. ✅ Bidirectional sync with Azure DevOps work items

Result: Seamless multi-project coordination with zero manual overhead!


Skill Version: 1.0.0 Introduced: SpecWeave v0.17.0 Last Updated: 2025-11-11

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安全审计

暂无安全审计结果可展示。

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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