Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add JunMystery/Agent-Guidance-Python --skill swift-actor-persistencegit clone --depth 1 https://github.com/JunMystery/Agent-Guidance-PythonWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/junmystery/agent-guidance-python/swift-actor-persistence)<a href="https://agentmods.dev/skills/junmystery/agent-guidance-python/swift-actor-persistence"><img src="https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/swift-actor-persistence.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00029 | $0.01045 |
| Opus 5 | $0.00015 | $0.00522 |
| Sonnet 5 | $0.00006 | $0.00209 |
| Haiku 4.5 | $0.00003 | $0.00104 |
Grade A, and why
swift-actor-persistence scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
98% identical to swift-actor-persistence — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 144 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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 5.5+
- 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(uniqueKeysWithValues: items.map { ($0.id, $0) })
}
}
Usage
All calls are automatically async due to actor isolation:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 144 lines · 29 tokens per session scan A dddfd2f5da0c
swift-actor-persistence is a skill published in the GitHub repository JunMystery/Agent-Guidance-Python (2 stars, last pushed 1mo ago), licensed MIT. It adds 29 tokens to every session and 1,045 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 98% identical to swift-actor-persistence, differing in 4 lines, and is treated as a copy.
Other skills, from other repositories
android-navigation-3
Install and migrate to Jetpack Navigation 3. Use when implementing Navigation 3 patterns including NavDisplay, NavKey routes, deep links, multiple backstacks, scenes (dialogs, bottom sheets), or migrating from Navigation 2.
android-architecture
Default Android app architecture: MVVM, three Gradle modules, Jetpack Compose, Hilt, Coil, Ktor, Room, DataStore. Use when creating or changing Android, Kotlin, Jetpack Compose, Gradle modules, Activities, ViewModels, or Android libraries in an app that has not already chosen a different pattern.
ios-architecture
Default iOS and macOS app architecture: MVVM, SwiftUI, @Observable, async/await, URLSession. Use when creating or changing iOS, iPadOS, macOS, SwiftUI, ViewModels, Swift packages, or Xcode app targets that have not already chosen a different pattern.
wear-compose-m3
Expert guidance for working with Wear OS Compose Material3. Use this skill when creating, updating, or migrating Wear OS projects. This includes the androidx.wear.compose.material3, androidx.wear.compose.foundation, and androidx.wear.compose.navigation3 libraries. Also working with core components such as AppScaffold…
kotlin-specialist
Provides idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture, Compose UI construction, Ktor server setup, and type-safe DSL design. Use when building Kotlin applications requiring coroutines, multiplatform development, or Android with Compose.…
build-android-binary
Compile a PAM control's Android Kotlin module into the runtime-loadable DEX for a .ppmplugin. Creates a staged Gradle build with the pinned wrapper and react-android compile dependency, verifies manifest/module/package alignment and runtime-loading constraints, builds the release AAR, then runs d8 --min-api 24. Writes…