什么是 FOSMVVM ViewModel 生成器？

FOSMVVM ViewModel 生成器是一款专门设计的工具，旨在简化 SwiftUI 项目中 Model-View-ViewModel 架构的实现。它通过自动创建 ViewModel（充当原始数据模型与用户界面之间的桥梁）来确保在进入视图之前完成数据整理和本地化。该技能是 Openclaw Skills 库中的强大补充，让开发者能够专注于功能逻辑而非样板代码。

通过利用 @ViewModel 宏，生成器可以处理用于本地化绑定的属性名称检索，并支持两种不同的托管模式。服务器托管的 ViewModel 允许通过手写工厂实现后端驱动的 UI，而客户端托管的 ViewModel 则使用宏生成的工厂来处理本地状态和离线优先功能。这种灵活性使其成为构建复杂、可扩展的 Apple 平台应用不可或缺的工具。

下载入口:https://github.com/openclaw/skills/tree/main/skills/foscomputerservices/fosmvvm-viewmodel-generator

安装与下载

1. ClawHub CLI

从源直接安装技能的最快方式。

2. 手动安装

将技能文件夹复制到以下位置之一

优先级：工作区 > 本地 > 内置

3. 提示词安装

将此提示词复制到 OpenClaw 即可自动安装。

FOSMVVM ViewModel 生成器 应用场景

• 使用 Openclaw Skills 快速构建包含内置请求逻辑的新页面或复杂屏幕。
• 创建本地化的 UI 组件，如卡片、列表行和交互式模态框。
• 实现通过共享 Fields 协议同步验证逻辑的可编辑表单。
• 开发健壮的错误处理视图，将 ResponseError 数据封装进本地化的 ViewModel。
• 使用嵌套子类型模式管理嵌套数据结构，以获得更整洁的代码库。

1. 代理评估当前对话和代码库上下文，以确定必要的数据源和托管模式。
2. 区分用于只读数据的 Display ViewModel 和用于用户输入的 Form ViewModel。
3. 该工具生成 Swift 结构体，应用 @ViewModel 宏并遵循 RequestableViewModel 等协议。
4. 构建关联的 Request 类型和用于服务器端数据获取的 Factory 扩展。
5. 生成相应的 YAML 资源文件，以便在外部管理所有本地化字符串、日期和数字。

FOSMVVM ViewModel 生成器 配置指南

确保您的项目结构包含一个专门用于 ViewModel 的 target 和一个用于本地化的资源路径。您可以通过向 AI 代理提供需求并运行命令来触发生成过程。

/fosmvvm-viewmodel-generator

FOSMVVM ViewModel 生成器 数据架构与分类体系

生成器将输出组织到不同的文件中，以保持清晰的关注点分离：

name: fosmvvm-viewmodel-generator
description: Generate FOSMVVM ViewModels for SwiftUI screens, pages, and components. Scaffolds RequestableViewModel, localization bindings, and stub factories.
homepage: https://github.com/foscomputerservices/FOSUtilities
metadata: {"clawdbot": {"emoji": "???", "os": ["darwin", "linux"]}}

FOSMVVM ViewModel Generator

Generate ViewModels following FOSMVVM architecture patterns.

Conceptual Foundation

For full architecture context, see FOSMVVMArchitecture.md | OpenClaw reference

A ViewModel is the bridge in the Model-View-ViewModel architecture:

┌─────────────┐      ┌─────────────────┐      ┌─────────────┐
│    Model    │ ───? │    ViewModel    │ ───? │    View     │
│   (Data)    │      │  (The Bridge)   │      │  (SwiftUI)  │
└─────────────┘      └─────────────────┘      └─────────────┘

Key insight: In FOSMVVM, ViewModels are:

• Created by a Factory (either server-side or client-side)
• Localized during encoding (resolves all @LocalizedString references)
• Consumed by Views which just render the localized data

First Decision: Hosting Mode

This is a per-ViewModel decision. An app can mix both modes - for example, a standalone iPhone app with server-based sign-in.

The key question: Where does THIS ViewModel's data come from?

Server-Hosted Mode

When data comes from a server:

• Factory is hand-written on server (ViewModelFactory protocol)
• Factory queries database, builds ViewModel
• Server localizes during JSON encoding
• Client receives fully localized ViewModel

Examples: Sign-in screen, user profile from API, dashboard with server data

Client-Hosted Mode

When data is local to the device:

• Use @ViewModel(options: [.clientHostedFactory])
• Macro auto-generates factory from init parameters
• Client bundles YAML resources
• Client localizes during encoding

Examples: Settings screen, onboarding, offline-first features, error display

Error Display Pattern

Error display is a classic client-hosted scenario. You already have the data from ResponseError - just wrap it in a specific ViewModel for that error:

// Specific ViewModel for MoveIdeaRequest errors
@ViewModel(options: [.clientHostedFactory])
struct MoveIdeaErrorViewModel {
    let message: LocalizableString
    let errorCode: String

    public var vmId = ViewModelId()

    // Takes the specific ResponseError
    init(responseError: MoveIdeaRequest.ResponseError) {
        self.message = responseError.message
        self.errorCode = responseError.code.rawValue
    }
}

Usage:

catch let error as MoveIdeaRequest.ResponseError {
    let vm = MoveIdeaErrorViewModel(responseError: error)
    return try await req.view.render("Shared/ToastView", vm)
}

Each error scenario gets its own ViewModel:

• MoveIdeaErrorViewModel for MoveIdeaRequest.ResponseError
• CreateIdeaErrorViewModel for CreateIdeaRequest.ResponseError
• SettingsValidationErrorViewModel for settings form errors

Don't create a generic "ToastViewModel" or "ErrorViewModel" - that's unified error architecture, which we avoid.

Key insights:

• No server request needed - you already caught the error
• The LocalizableString properties in ResponseError are already localized (server did it)
• Standard ViewModel → View encoding chain handles this correctly; already-localized strings pass through unchanged
• Client-hosted ViewModel wraps existing data; the macro generates the factory

Hybrid Apps

Many apps use both:

┌───────────────────────────────────────────────┐
│               iPhone App                       │
├───────────────────────────────────────────────┤
│ SettingsViewModel           → Client-Hosted   │
│ OnboardingViewModel         → Client-Hosted   │
│ MoveIdeaErrorViewModel      → Client-Hosted   │  ← Error display
│ SignInViewModel             → Server-Hosted   │
│ UserProfileViewModel        → Server-Hosted   │
└───────────────────────────────────────────────┘

Same ViewModel patterns work in both modes - only the factory creation differs.

Core Responsibility: Shaping Data

A ViewModel's job is shaping data for presentation. This happens in two places:

1. Factory - what data is needed, how to transform it
2. Localization - how to present it in context (including locale-aware ordering)

The View just renders - it should never compose, format, or reorder ViewModel properties.

What a ViewModel Contains

A ViewModel answers: "What does the View need to display?"

What a ViewModel Does NOT Contain

• Database relationships (@Parent, @Siblings)
• Business logic or validation (that's in Fields protocols)
• Raw database IDs exposed to templates (use typed properties)
• Unlocalized strings that Views must look up

Anti-Pattern: Composition in Views

// ? WRONG - View is composing
Text(viewModel.firstName) + Text(" ") + Text(viewModel.lastName)

// ? RIGHT - ViewModel provides shaped result
Text(viewModel.fullName)  // via @LocalizedCompoundString

If you see + or string interpolation in a View, the shaping belongs in the ViewModel.

ViewModel Protocol Hierarchy

public protocol ViewModel: ServerRequestBody, RetrievablePropertyNames, Identifiable, Stubbable {
    var vmId: ViewModelId { get }
}

public protocol RequestableViewModel: ViewModel {
    associatedtype Request: ViewModelRequest
}

ViewModel provides:

• ServerRequestBody - Can be sent over HTTP as JSON
• RetrievablePropertyNames - Enables @LocalizedString binding (via @ViewModel macro)
• Identifiable - Has vmId for SwiftUI identity
• Stubbable - Has stub() for testing/previews

RequestableViewModel adds:

• Associated Request type for fetching from server

Two Categories of ViewModels

1. Top-Level (RequestableViewModel)

Represents a full page or screen. Has:

• An associated ViewModelRequest type
• A ViewModelFactory that builds it from database
• Child ViewModels embedded within it

@ViewModel
public struct DashboardViewModel: RequestableViewModel {
    public typealias Request = DashboardRequest

    @LocalizedString public var pageTitle
    public let cards: [CardViewModel]  // Children
    public var vmId: ViewModelId = .init()
}

2. Child (plain ViewModel)

Nested components built by their parent's factory. No Request type.

@ViewModel
public struct CardViewModel: Codable, Sendable {
    public let id: ModelIdType
    public let title: String
    public let createdAt: LocalizableDate
    public var vmId: ViewModelId = .init()
}

Display vs Form ViewModels

ViewModels serve two distinct purposes:

Display ViewModels

For showing data - cards, rows, lists, detail views:

@ViewModel
public struct UserCardViewModel {
    public let id: ModelIdType
    public let name: String
    @LocalizedString public var roleDisplayName
    public let createdAt: LocalizableDate
    public var vmId: ViewModelId = .init()
}

Characteristics:

• Properties are let (read-only)
• No validation needed
• No FormField definitions
• Just projects Model data for display

Form ViewModels

For collecting input - create forms, edit forms, settings:

@ViewModel
public struct UserFormViewModel: UserFields {  // ← Adopts Fields!
    public var id: ModelIdType?
    public var email: String
    public var firstName: String
    public var lastName: String

    public let userValidationMessages: UserFieldsMessages
    public var vmId: ViewModelId = .init()
}

Characteristics:

• Properties are var (editable)
• Adopts a Fields protocol for validation
• Gets FormField definitions from Fields
• Gets validation logic from Fields
• Gets localized error messages from Fields

The Connection

┌─────────────────────────────────────────────────────────────────┐
│                    UserFields Protocol                          │
│        (defines editable properties + validation)               │
│                                                                 │
│  Adopted by:                                                    │
│  ┌─────────────────┐  ┌─────────────────┐  ┌─────────────────┐ │
│  │ CreateUserReq   │  │ UserFormVM      │  │ User (Model)    │ │
│  │ .RequestBody    │  │ (UI form)       │  │ (persistence)   │ │
│  └─────────────────┘  └─────────────────┘  └─────────────────┘ │
│                                                                 │
│  Same validation logic everywhere!                              │
└─────────────────────────────────────────────────────────────────┘

Quick Decision Guide

The key question: "Is the user editing data in this ViewModel?"

• No → Display ViewModel (no Fields)
• Yes → Form ViewModel (adopt Fields)

When to Use This Skill

• Creating a new page or screen
• Adding a new UI component (card, row, modal, etc.)
• Displaying data from the database in a View
• Following an implementation plan that requires new ViewModels

What This Skill Generates

Server-Hosted: Top-Level ViewModel (4 files)

Client-Hosted: Top-Level ViewModel (2 files)

No Request or Factory files needed - macro generates them!

Child ViewModels (1-2 files, either mode)

Note: If child is only used by one parent and represents a summary/reference (not a full ViewModel), nest it inside the parent file instead. See Nested Child Types Pattern under Key Patterns.

Project Structure Configuration

How to Use This Skill

Invocation: /fosmvvm-viewmodel-generator

Prerequisites:

• View requirements understood from conversation context
• Data source determined (server/database vs local state)
• Display vs Form decision made (if user input involved, Fields protocol exists)

Workflow integration: This skill is typically used after discussing View requirements or reading specification files. The skill references conversation context automatically—no file paths or Q&A needed. For Form ViewModels, run fosmvvm-fields-generator first to create the Fields protocol.

Pattern Implementation

This skill references conversation context to determine ViewModel structure:

Hosting Mode Detection

From conversation context, the skill identifies:

• Data source (server/database vs local state/preferences)
• Server-hosted → Hand-written factory, server-side localization
• Client-hosted → Macro-generated factory, client-side localization

ViewModel Design

From requirements already in context:

• View purpose (page, modal, card, row component)
• Data needs (from database query, from AppState, from caught error)
• Static UI text (titles, labels, buttons requiring @LocalizedString)
• Child ViewModels (nested components)
• Hierarchy level (top-level RequestableViewModel vs child ViewModel)

Property Planning

Based on View requirements:

• Display properties (data to render)
• Localization requirements (which properties use @LocalizedString)
• Identity strategy (singleton vmId vs instance-based vmId)
• Form adoption (whether ViewModel adopts Fields protocol)

File Generation

Server-Hosted Top-Level:

1. ViewModel struct (with RequestableViewModel)
2. Request type
3. YAML localization
4. Factory implementation

Client-Hosted Top-Level:

1. ViewModel struct (with clientHostedFactory option)
2. YAML localization

Child (either mode):

1. ViewModel struct
2. YAML localization (if needed)

Context Sources

Skill references information from:

• Prior conversation: View requirements, data sources discussed with user
• Specification files: If Claude has read UI specs or feature docs into context
• Fields protocols: From codebase or previous fosmvvm-fields-generator invocation

Key Patterns

The @ViewModel Macro

Always use the @ViewModel macro - it generates the propertyNames() method required for localization binding.

Server-Hosted (basic macro):

@ViewModel
public struct MyViewModel: RequestableViewModel {
    public typealias Request = MyRequest
    @LocalizedString public var title
    public var vmId: ViewModelId = .init()
    public init() {}
}

Client-Hosted (with factory generation):

@ViewModel(options: [.clientHostedFactory])
public struct SettingsViewModel {
    @LocalizedString public var pageTitle
    public var vmId: ViewModelId = .init()

    public init(theme: Theme, notifications: NotificationSettings) {
        // Init parameters become AppState properties
    }
}

// Macro auto-generates:
// - typealias Request = ClientHostedRequest
// - struct AppState { let theme: Theme; let notifications: NotificationSettings }
// - class ClientHostedRequest: ViewModelRequest { ... }
// - static func model(context:) async throws -> Self { ... }

Stubbable Pattern

All ViewModels must support stub() for testing and SwiftUI previews:

public extension MyViewModel {
    static func stub() -> Self {
        .init(/* default values */)
    }
}

Identity: vmId

Every ViewModel needs a vmId for SwiftUI's identity system:

Singleton (one per page): vmId = .init(type: Self.self) Instance (multiple per page): vmId = .init(id: id) where id: ModelIdType

Localization

Static UI text uses @LocalizedString:

@LocalizedString public var pageTitle

With corresponding YAML:

en:
  MyViewModel:
    pageTitle: "Welcome"

Dates and Numbers

Never send pre-formatted strings. Use localizable types:

public let createdAt: LocalizableDate    // NOT String
public let itemCount: LocalizableInt     // NOT String

The client formats these according to user's locale and timezone.

Enum Localization Pattern

For dynamic enum values (status, state, category), use a stored LocalizableString - NOT @LocalizedString.

@LocalizedString always looks up the same key (the property name). A stored LocalizableString carries the dynamic key from the enum case.

// Enum provides localizableString
public enum SessionState: String, CaseIterable, Codable, Sendable {
    case pending, running, completed, failed

    public var localizableString: LocalizableString {
        .localized(for: Self.self, propertyName: rawValue)
    }
}

// ViewModel stores it (NOT @LocalizedString)
@ViewModel
public struct SessionCardViewModel {
    public let state: SessionState                // Raw enum for data attributes
    public let stateDisplay: LocalizableString   // Localized display text

    public init(session: Session) {
        self.state = session.state
        self.stateDisplay = session.state.localizableString
    }
}

# YAML keys match enum type and case names
en:
  SessionState:
    pending: "Pending"
    running: "Running"
    completed: "Completed"
    failed: "Failed"

Constraint: LocalizableString only works in ViewModels encoded with localizingEncoder(). Do not use in Fluent JSONB fields or other persisted types.

Child ViewModels

Top-level ViewModels contain their children:

@ViewModel
public struct BoardViewModel: RequestableViewModel {
    public let columns: [ColumnViewModel]
    public let cards: [CardViewModel]
}

The Factory builds all children when building the parent.

Nested Child Types Pattern

When a child type is only used by one parent and represents a summary or reference (not a full ViewModel), nest it inside the parent:

@ViewModel
public struct GovernancePrincipleCardViewModel: Codable, Sendable, Identifiable {
    // Properties come first
    public let versionHistory: [GovernancePrincipleVersionSummary]?
    public let referencingDecisions: [GovernanceDecisionReference]?

    // MARK: - Nested Types

    /// Summary of a principle version for display in version history.
    public struct GovernancePrincipleVersionSummary: Codable, Sendable, Identifiable, Stubbable {
        public let id: ModelIdType
        public let version: Int
        public let createdAt: Date

        public init(id: ModelIdType, version: Int, createdAt: Date) {
            self.id = id
            self.version = version
            self.createdAt = createdAt
        }
    }

    /// Reference to a decision that cites this principle.
    public struct GovernanceDecisionReference: Codable, Sendable, Identifiable, Stubbable {
        public let id: ModelIdType
        public let title: String
        public let decisionNumber: String
        public let createdAt: Date

        public init(id: ModelIdType, title: String, decisionNumber: String, createdAt: Date) {
            self.id = id
            self.title = title
            self.decisionNumber = decisionNumber
            self.createdAt = createdAt
        }
    }

    // vmId and parent init follow
    public let vmId: ViewModelId
    // ...
}

Reference: Sources/KairosModels/Governance/GovernancePrincipleCardViewModel.swift

Placement rules:

1. Nested types go AFTER the properties that reference them
2. Before vmId and the parent's init
3. Use // MARK: - Nested Types section marker
4. Each nested type gets its own doc comment

Conformances for nested types:

• Codable - for ViewModel encoding
• Sendable - for Swift 6 concurrency
• Identifiable - for SwiftUI ForEach if used in arrays
• Stubbable - for testing/previews

Two-Tier Stubbable Pattern:

Nested types use fully qualified names in their extensions:

public extension GovernancePrincipleCardViewModel.GovernancePrincipleVersionSummary {
    // Tier 1: Zero-arg convenience (ALWAYS delegates to tier 2)
    static func stub() -> Self {
        .stub(id: .init())
    }

    // Tier 2: Full parameterized with defaults
    static func stub(
        id: ModelIdType = .init(),
        version: Int = 1,
        createdAt: Date = .now
    ) -> Self {
        .init(id: id, version: version, createdAt: createdAt)
    }
}

public extension GovernancePrincipleCardViewModel.GovernanceDecisionReference {
    static func stub() -> Self {
        .stub(id: .init())
    }

    static func stub(
        id: ModelIdType = .init(),
        title: String = "A Title",
        decisionNumber: String = "DEC-12345",
        createdAt: Date = .now
    ) -> Self {
        .init(id: id, title: title, decisionNumber: decisionNumber, createdAt: createdAt)
    }
}

Why two tiers:

• Tests often just need [.stub()] without caring about values
• Other tests need specific values: .stub(name: "Specific Name")
• Zero-arg ALWAYS calls parameterized version (single source of truth)

When to nest vs keep top-level:

Examples:

Card with nested summaries:

@ViewModel
public struct TaskCardViewModel {
    public let assignees: [AssigneeSummary]?

    public struct AssigneeSummary: Codable, Sendable, Identifiable, Stubbable {
        public let id: ModelIdType
        public let name: String
        public let avatarUrl: String?
        // ...
    }
}

List with nested references:

@ViewModel
public struct ProjectListViewModel {
    public let relatedProjects: [ProjectReference]?

    public struct ProjectReference: Codable, Sendable, Identifiable, Stubbable {
        public let id: ModelIdType
        public let title: String
        public let status: String
        // ...
    }
}

Codable and Computed Properties

Swift's synthesized Codable only encodes stored properties. Since ViewModels are serialized (for JSON transport, Leaf rendering, etc.), computed properties won't be available.

// Computed - NOT encoded, invisible after serialization
public var hasCards: Bool { !cards.isEmpty }

// Stored - encoded, available after serialization
public let hasCards: Bool

When to pre-compute:

For Leaf templates, you can often use Leaf's built-in functions directly:

• #if(count(cards) > 0) - no need for hasCards property
• #count(cards) - no need for cardCount property

Pre-compute only when:

• Direct array subscripts needed (firstCard - array indexing not documented in Leaf)
• Complex logic that's cleaner in Swift than in template
• Performance-sensitive repeated calculations

See fosmvvm-leaf-view-generator for Leaf template patterns.

File Templates

See reference.md for complete file templates.

Naming Conventions

See Also

• Architecture Patterns - Mental models (errors are data, type safety, etc.)
• FOSMVVMArchitecture.md - Full FOSMVVM architecture
• fosmvvm-fields-generator - For form validation
• fosmvvm-fluent-datamodel-generator - For Fluent persistence layer
• fosmvvm-leaf-view-generator - For Leaf templates that render ViewModels
• reference.md - Complete file templates

Version History