/ado-multi-project
[DEPRECATED] Use `sw:multi-project --tool ado` instead. Organizes specs and tasks across multiple Azure DevOps projects. This skill will be removed in SpecWeave v1.3.0.
$ npx -y skills add anton-abyzov/specweave --skill ado-multi-project --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/ado-multi-project
Context preview
The summary Claude sees to decide when to auto-load this skill.
[DEPRECATED] Use `sw:multi-project --tool ado` instead. Organizes specs and tasks across multiple Azure DevOps projects. This skill will be removed in SpecWeave v1.3.0.
SKILL.md
ado-multi-project.SKILL.mddescription: "[DEPRECATED] Use `sw:multi-project --tool ado` instead. Organizes specs and tasks across multiple Azure DevOps projects. This skill will be removed in SpecWeave v1.3.0."
version: 1.0.0
user-invokable: false
allowed-tools: Read, Write, Edit, Glob
Azure DevOps Multi-Project Skill
Migration
> Deprecated. Use: `sw:multi-project --tool ado`
This skill has been consolidated into the unified `sw:multi-project` skill. Replace any invocation of `sw:ado-multi-project` with `sw:multi-project --tool ado`. The flag-based skill supports GitHub, Azure DevOps, and Jira under a single interface. See `plugins/specweave/skills/multi-project/SKILL.md`.
Scheduled for removal in SpecWeave v1.3.0.
**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 (Use
Read more
description: "[DEPRECATED] Use `sw:multi-project --tool ado` instead. Organizes specs and tasks across multiple Azure DevOps projects. This skill will be removed in SpecWeave v1.3.0." version: 1.0.0 user-invokable: false allowed-tools: Read, Write, Edit, Glob
Azure DevOps Multi-Project Skill
Migration
> Deprecated. Use: `sw:multi-project --tool ado`
This skill has been consolidated into the unified `sw:multi-project` skill. Replace any invocation of `sw:ado-multi-project` with `sw:multi-project --tool ado`. The flag-based skill supports GitHub, Azure DevOps, and Jira under a single interface. See `plugins/specweave/skills/multi-project/SKILL.md`.
Scheduled for removal in SpecWeave v1.3.0.
**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 (Use
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Repo: anton-abyzov/specweave
Other skills on specweave.
- /ado-mapper
Bidirectional conversion between SpecWeave increments and Azure DevOps work items. Use when exporting increments to ADO epics, importing ADO epics as increments, or resolving sync conflicts. Handles Epic/Feature/User Story/Task hierarchy mapping.
Open skill - /ado-resource-validator
Validates Azure DevOps projects, area paths, and teams exist with auto-creation of missing resources. Use when setting up ADO integration, configuring .env variables, or troubleshooting missing project errors. Supports project-per-team, area-path-based, and team-based strategies.
Open skill - /ado-sync
[DEPRECATED] Help and guidance for Azure DevOps synchronization with SpecWeave increments. Use when asking how to set up ADO sync, configure credentials, or troubleshoot integration issues. For actual syncing, use sw-ado:push or sw-ado:pull command.
Open skill - /analytics
Analytics and metrics for SpecWeave usage — token consumption, cache efficiency, agent spawn counts.
Open skill - /architect
System architect for scalable technical designs and ADRs. Use for system architecture, microservices, database design, trade-off analysis, component diagrams, tech selection.
Open skill - /auto
Start autonomous execution with stop hook feedback loop. Works until all tasks complete or max iterations reached. Use when you want continuous unattended execution.
Open skill

