Best for
- 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
affaan-m/ECC/.kiro/skills/swift-actor-persistence/SKILL.md
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
Decision brief
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.
Compatibility matrix
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Not declared | No explicit evidence | Portability before use |
| Claude Code | Not declared | No explicit evidence | Portability before use |
| Cursor | Not declared | No explicit evidence | Portability before use |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
Installation
The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.
npx skills add https://github.com/affaan-m/ECC --skill ".kiro/skills/swift-actor-persistence"Inspect the Agent Skill "swift-actor-persistence" from https://github.com/affaan-m/ECC/blob/4e973d3eaf92d97f8d2e2d8abb39d8bdc8711b38/.kiro/skills/swift-actor-persistence/SKILL.md at commit 4e973d3eaf92d97f8d2e2d8abb39d8bdc8711b38. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.
Workflow
All calls are automatically async due to actor isolation:
Building a data persistence layer in Swift 5.9+ (iOS 17+, macOS 14+)
The actor model guarantees serialized access — no data races, enforced by the compiler.
The actor model guarantees serialized access — no data races, enforced by the compiler.
Review the “Combining with @Observable ViewModel” section in the pinned source before continuing.
Permission review
The documentation asks the agent to create, modify, or delete local files.
// Write — updates cache and persists to file atomicallyEvidence record
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 81/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 234,327 | Source | Repository attention, not individual Skill quality |
| Compatibility | 0 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated or reviewed according to the visible evidence level |
Pinned source
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.
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 })
}
}
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")
@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()
}
}
| Decision | Rationale |
|---|---|
| Actor (not class + lock) | Compiler-enforced thread safety, no manual synchronization |
| In-memory cache + file persistence | Fast reads from cache, durable writes to disk |
| Synchronous init loading | Avoids async initialization complexity |
| Dictionary keyed by ID | O(1) lookups by identifier |
Generic over Codable & Identifiable | Reusable across any model type |
Atomic file writes (.atomic) | Prevents partial writes on crash |
Sendable types for all data crossing actor boundaries.atomic writes to prevent data corruption if the app crashes mid-writeinit — async initializers add complexity with minimal benefit for local files@Observable ViewModels for reactive UI updatesDispatchQueue or NSLock instead of actors for new Swift concurrency codeawait — callers must handle async contextnonisolated to bypass actor isolation (defeats the purpose)DispatchQueue-based thread safety with modern Swift concurrencyAlternatives
affaan-m/ECC
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
affaan-m/ECC
Review swift-actor-persistence's use cases, installation, workflow, and original source instructions.
affaan-m/ECC
Review swift-actor-persistence's use cases, installation, workflow, and original source instructions.
coreyhaines31/marketingskills
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