affaan-m/ECC

swift-actor-persistence

Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.

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See how to use itView GitHub source
npx skills add https://github.com/affaan-m/ECC --skill ".kiro/skills/swift-actor-persistence"
Automated source guide

Source checked Jul 28, 2026·Refresh due Oct 26, 2026

Reorganized from the pinned upstream SKILL.md

Turn swift-actor-persistence's source instructions into a guide you can follow

According to the pinned SKILL.md from affaan-m/ECC: Patterns for building thread-safe data persistence layers using Swift actors. Combines in-memory caching with file-backed storage, leveraging the actor model to eliminate data races at compile time.

npx skills add https://github.com/affaan-m/ECC --skill ".kiro/skills/swift-actor-persistence"
Check the pinned source

Best fit

  • Local data storage in iOS/macOS apps (user data, settings, cached content)
  • Offline-first architectures that sync to a server later
  • Any shared mutable state that multiple parts of the app access concurrently

Bring this context

  • A concrete task that matches the documented purpose of swift-actor-persistence.
  • The files, examples, or context the task depends on.
  • Your constraints, target environment, and definition of done.

Expected outputs

  • A result that follows the pinned swift-actor-persistence instructions.
  • A concise record of assumptions, inputs used, and unresolved questions.
  • A final check against the source workflow and relevant permission signals.

Key source sections

Read swift-actor-persistence through these 5 source sections

Sections are extracted automatically from the pinned SKILL.md and link back to the source.

01

Usage

All calls are automatically async due to actor isolation:

SKILL.md · Usage
All calls are automatically async due to actor isolation:
02

When to Activate

Building a data persistence layer in Swift 5.9+ (iOS 17+, macOS 14+)

SKILL.md · When to Activate
Building a data persistence layer in Swift 5.9+ (iOS 17+, macOS 14+)Need thread-safe access to shared mutable stateWant to eliminate manual synchronization (locks, DispatchQueues)
03

Core Pattern

The actor model guarantees serialized access — no data races, enforced by the compiler.

SKILL.md · Core Pattern
The actor model guarantees serialized access — no data races, enforced by the compiler.All calls are automatically async due to actor isolation:
04

Actor-Based Repository

The actor model guarantees serialized access — no data races, enforced by the compiler.

SKILL.md · Actor-Based Repository
The actor model guarantees serialized access — no data races, enforced by the compiler.
05

Combining with @Observable ViewModel

Review the “Combining with @Observable ViewModel” section in the pinned source before continuing.

SKILL.md · Combining with @Observable ViewModel
Review and apply the “Combining with @Observable ViewModel” source section.

SkillSignal prompt templates

Provide the task, context, and acceptance criteria

These prompts were written by SkillSignal from the source structure; they are not upstream text.

Task-start prompt

Confirm source fit, inputs, and outputs before acting.

Use swift-actor-persistence to help me with: [specific task]. Context: [files, data, or background]. Constraints: [environment, scope, and prohibited actions]. Before acting, check the pinned SKILL.md and explain which sections apply, what inputs are still missing, and what you will deliver.

Source-guided execution

Make the Agent explicitly follow the key extracted sections.

Apply the pinned swift-actor-persistence source to [task]. Pay particular attention to these source sections: “Usage”, “When to Activate”, “Core Pattern”, “Actor-Based Repository”, “Combining with @Observable ViewModel”. Preserve the important decision at each step. Mark facts not covered by the source as “needs confirmation” instead of inventing them. Then verify the result against my acceptance criteria: [criteria].

Result-review prompt

Check omissions, permissions, and source drift before delivery.

Review the current swift-actor-persistence result: (1) does it satisfy the original task; (2) were any applicable steps or limits in the pinned SKILL.md missed; (3) did it perform any unauthorized file, command, network, or data action; and (4) which conclusions remain unverified? List issues first, then fix only what the source or user authorization supports.

Output checklist

Verify each item before delivery

The task matches the purpose documented in the SKILL.md.

The source section “Usage” has been checked.

The source section “When to Activate” has been checked.

The source section “Core Pattern” has been checked.

The source section “Actor-Based Repository” has been checked.

Inputs, constraints, and acceptance criteria are explicit.

Unverified facts, compatibility, and outcome claims are clearly marked.

Any file, command, network, or data action has been reviewed.

Choose a different workflow

When another Skill is the better fit

FAQ

What does swift-actor-persistence do?

Patterns for building thread-safe data persistence layers using Swift actors. Combines in-memory caching with file-backed storage, leveraging the actor model to eliminate data races at compile time.

How do I start using swift-actor-persistence?

The catalog detected this source-specific install command: npx skills add https://github.com/affaan-m/ECC --skill ".kiro/skills/swift-actor-persistence". Inspect the command and pinned source before running it.

Which Agent platforms does it declare?

No dedicated Agent platform is declared in the pinned source record.

Repository stars
234,327
Repository forks
35,711
Quality
81/100
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Quality breakdown

Based on traceable docs and repository signals; stars are not treated as quality.

81/100
Documentation27/30
Specificity18/25
Maintenance20/20
Trust signals16/25

Compare before choosing

Related Agent Skills and source variants

These links are selected from shared tasks, functions, stacks, platforms, and same-name variants. Compare the source owner, documentation, permissions, and maintenance signals.

swift-actor-persistence by affaan-m

Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.

swift-actor-persistence by affaan-m

Swiftでactorを使用してスレッドセーフなデータ永続化を実装する——メモリキャッシュとファイルバックドストレージを組み合わせ、設計によってデータ競合を排除する。

swift-actor-persistence by affaan-m

在 Swift 中使用 actor 实现线程安全的数据持久化——基于内存缓存与文件支持的存储,通过设计消除数据竞争。

ab-testing by coreyhaines31

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program

churn-prevention by coreyhaines31

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o

View original Skill.mdThis page is parsed directly from the repository SKILL.md without editorial rewriting. Collected: Jul 28, 2026 · about 2 min

Swift Actors for Thread-Safe Persistence

Patterns for building thread-safe data persistence layers using Swift actors. Combines in-memory caching with file-backed storage, leveraging the actor model to eliminate data races at compile time.

When to Activate

  • Building a data persistence layer in Swift 5.9+ (iOS 17+, macOS 14+)
  • Need thread-safe access to shared mutable state
  • Want to eliminate manual synchronization (locks, DispatchQueues)
  • Building offline-first apps with local storage

Core Pattern

Actor-Based Repository

The actor model guarantees serialized access — no data races, enforced by the compiler.

public actor LocalRepository<T: Codable & Identifiable> where T.ID == String {
    private var cache: [String: T] = [:]
    private let fileURL: URL

    public init(directory: URL = .documentsDirectory, filename: String = "data.json") {
        self.fileURL = directory.appendingPathComponent(filename)
        // Synchronous load during init (actor isolation not yet active)
        self.cache = Self.loadSynchronously(from: fileURL)
    }

    // MARK: - Public API

    public func save(_ item: T) throws {
        cache[item.id] = item
        try persistToFile()
    }

    public func delete(_ id: String) throws {
        cache[id] = nil
        try persistToFile()
    }

    public func find(by id: String) -> T? {
        cache[id]
    }

    public func loadAll() -> [T] {
        Array(cache.values)
    }

    // MARK: - Private

    private func persistToFile() throws {
        let data = try JSONEncoder().encode(Array(cache.values))
        try data.write(to: fileURL, options: .atomic)
    }

    private static func loadSynchronously(from url: URL) -> [String: T] {
        guard let data = try? Data(contentsOf: url),
              let items = try? JSONDecoder().decode([T].self, from: data) else {
            return [:]
        }
        return Dictionary(items.map { ($0.id, $0) }, uniquingKeysWith: { _, latest in latest })
    }
}

Usage

All calls are automatically async due to actor isolation:

let repository = LocalRepository<Question>()

// Read — fast O(1) lookup from in-memory cache
let question = await repository.find(by: "q-001")
let allQuestions = await repository.loadAll()

// Write — updates cache and persists to file atomically
try await repository.save(newQuestion)
try await repository.delete("q-001")

Combining with @Observable ViewModel

@Observable
final class QuestionListViewModel {
    private(set) var questions: [Question] = []
    private let repository: LocalRepository<Question>

    init(repository: LocalRepository<Question> = LocalRepository()) {
        self.repository = repository
    }

    func load() async {
        questions = await repository.loadAll()
    }

    func add(_ question: Question) async throws {
        try await repository.save(question)
        questions = await repository.loadAll()
    }
}

Key Design Decisions

DecisionRationale
Actor (not class + lock)Compiler-enforced thread safety, no manual synchronization
In-memory cache + file persistenceFast reads from cache, durable writes to disk
Synchronous init loadingAvoids async initialization complexity
Dictionary keyed by IDO(1) lookups by identifier
Generic over Codable & IdentifiableReusable across any model type
Atomic file writes (.atomic)Prevents partial writes on crash

Best Practices

  • Use Sendable types for all data crossing actor boundaries
  • Keep the actor's public API minimal — only expose domain operations, not persistence details
  • Use .atomic writes to prevent data corruption if the app crashes mid-write
  • Load synchronously in init — async initializers add complexity with minimal benefit for local files
  • Combine with @Observable ViewModels for reactive UI updates

Anti-Patterns to Avoid

  • Using DispatchQueue or NSLock instead of actors for new Swift concurrency code
  • Exposing the internal cache dictionary to external callers
  • Making the file URL configurable without validation
  • Forgetting that all actor method calls are await — callers must handle async context
  • Using nonisolated to bypass actor isolation (defeats the purpose)

When to Use

  • Local data storage in iOS/macOS apps (user data, settings, cached content)
  • Offline-first architectures that sync to a server later
  • Any shared mutable state that multiple parts of the app access concurrently
  • Replacing legacy DispatchQueue-based thread safety with modern Swift concurrency
Source repo
affaan-m/ECC
Skill path
.kiro/skills/swift-actor-persistence/SKILL.md
Commit SHA
4e973d3eaf92
Repository license
MIT
Data collected