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Akka Hosting Actor Patterns

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Aaronontheweb
akka-hosting-actor-patterns

Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-reminders, and ITimeProvider. Supports both local testing and clustered production modes.

Overview

PublisherAaronontheweb
Repositorydotnet-skills
Skill nameakka-hosting-actor-patterns
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1.2K
Forks
110
Bundled files
Instructions only
LicenseMIT
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  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Aaronontheweb on GitHub. Read the source before you install it.

Installation

Install the Akka Hosting Actor Patterns AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Aaronontheweb/dotnet-skills/tree/master/skills/akka-hosting-actor-patterns
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Aaronontheweb/dotnet-skills.git /tmp/dotnet-skills
mkdir -p .claude/skills
cp -r /tmp/dotnet-skills/skills/akka-hosting-actor-patterns .claude/skills/akka-hosting-actor-patterns
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Akka Hosting Actor Patterns in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Akka Hosting Actor Patterns on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Akka Hosting Actor Patterns is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Akka.Hosting Actor Patterns

When to Use This Skill

Use this skill when:

  • Building entity actors that represent domain objects (users, orders, invoices, etc.)
  • Need actors that work in both unit tests (no clustering) and production (cluster sharding)
  • Setting up scheduled tasks with akka-reminders
  • Registering actors with Akka.Hosting extension methods
  • Creating reusable actor configuration patterns

Core Principles

  1. Execution Mode Abstraction - Same actor code runs locally (tests) or clustered (production)
  2. GenericChildPerEntityParent for Local - Mimics sharding semantics without cluster overhead
  3. Message Extractors for Routing - Reuse Akka.Cluster.Sharding's IMessageExtractor interface
  4. Akka.Hosting Extension Methods - Fluent configuration that composes well
  5. ITimeProvider for Testability - Use ActorSystem.Scheduler instead of DateTime.Now

Execution Modes

Define an enum to control actor behavior:

csharp
/// <summary>
/// Determines how Akka.NET should be configured
/// </summary>
public enum AkkaExecutionMode
{
    /// <summary>
    /// Pure local actor system - no remoting, no clustering.
    /// Use GenericChildPerEntityParent instead of ShardRegion.
    /// Ideal for unit tests and simple scenarios.
    /// </summary>
    LocalTest,

    /// <summary>
    /// Full clustering with ShardRegion.
    /// Use for integration testing and production.
    /// </summary>
    Clustered
}

GenericChildPerEntityParent

A lightweight parent actor that routes messages to child entities, mimicking cluster sharding semantics without requiring a cluster:

csharp
using Akka.Actor;
using Akka.Cluster.Sharding;

/// <summary>
/// A generic "child per entity" parent actor.
/// </summary>
/// <remarks>
/// Reuses Akka.Cluster.Sharding's IMessageExtractor for consistent routing.
/// Ideal for unit tests where clustering overhead is unnecessary.
/// </remarks>
public sealed class GenericChildPerEntityParent : ReceiveActor
{
    public static Props CreateProps(
        IMessageExtractor extractor,
        Func<string, Props> propsFactory)
    {
        return Props.Create(() =>
            new GenericChildPerEntityParent(extractor, propsFactory));
    }

    private readonly IMessageExtractor _extractor;
    private readonly Func<string, Props> _propsFactory;

    public GenericChildPerEntityParent(
        IMessageExtractor extractor,
        Func<string, Props> propsFactory)
    {
        _extractor = extractor;
        _propsFactory = propsFactory;

        ReceiveAny(message =>
        {
            var entityId = _extractor.EntityId(message);
            if (entityId is null) return;

            // Get existing child or create new one
            Context.Child(entityId)
                .GetOrElse(() => Context.ActorOf(_propsFactory(entityId), entityId))
                .Forward(_extractor.EntityMessage(message));
        });
    }
}

Message Extractors

Create extractors that implement IMessageExtractor from Akka.Cluster.Sharding:

csharp
using Akka.Cluster.Sharding;

/// <summary>
/// Routes messages to entity actors based on a strongly-typed ID.
/// </summary>
public sealed class OrderMessageExtractor : HashCodeMessageExtractor
{
    public const int DefaultShardCount = 40;

    public OrderMessageExtractor(int maxNumberOfShards = DefaultShardCount)
        : base(maxNumberOfShards)
    {
    }

    public override string? EntityId(object message)
    {
        return message switch
        {
            IWithOrderId msg => msg.OrderId.Value.ToString(),
            _ => null
        };
    }
}

// Define an interface for messages that target a specific entity
public interface IWithOrderId
{
    OrderId OrderId { get; }
}

// Use strongly-typed IDs
public readonly record struct OrderId(Guid Value)
{
    public static OrderId New() => new(Guid.NewGuid());
    public override string ToString() => Value.ToString();
}

Akka.Hosting Extension Methods

Create extension methods that abstract the execution mode:

csharp
using Akka.Cluster.Hosting;
using Akka.Cluster.Sharding;
using Akka.Hosting;

public static class OrderActorHostingExtensions
{
    /// <summary>
    /// Adds OrderActor with support for both local and clustered modes.
    /// </summary>
    public static AkkaConfigurationBuilder WithOrderActor(
        this AkkaConfigurationBuilder builder,
        AkkaExecutionMode executionMode = AkkaExecutionMode.Clustered,
        string? clusterRole = null)
    {
        if (executionMode == AkkaExecutionMode.LocalTest)
        {
            // Non-clustered mode: Use GenericChildPerEntityParent
            builder.WithActors((system, registry, resolver) =>
            {
                var parent = system.ActorOf(
                    GenericChildPerEntityParent.CreateProps(
                        new OrderMessageExtractor(),
                        entityId => resolver.Props<OrderActor>(entityId)),
                    "orders");

                registry.Register<OrderActor>(parent);
            });
        }
        else
        {
            // Clustered mode: Use ShardRegion
            builder.WithShardRegion<OrderActor>(
                "orders",
                (system, registry, resolver) =>
                    entityId => resolver.Props<OrderActor>(entityId),
                new OrderMessageExtractor(),
                new ShardOptions
                {
                    StateStoreMode = StateStoreMode.DData,
                    Role = clusterRole
                });
        }

        return builder;
    }
}

Composing Multiple Actors

Create a convenience method that registers all domain actors:

csharp
public static class DomainActorHostingExtensions
{
    /// <summary>
    /// Adds all order domain actors with sharding support.
    /// </summary>
    public static AkkaConfigurationBuilder WithOrderDomainActors(
        this AkkaConfigurationBuilder builder,
        AkkaExecutionMode executionMode = AkkaExecutionMode.Clustered,
        string? clusterRole = null)
    {
        return builder
            .WithOrderActor(executionMode, clusterRole)
            .WithPaymentActor(executionMode, clusterRole)
            .WithShipmentActor(executionMode, clusterRole)
            .WithNotificationActor(); // Singleton, no sharding needed
    }
}

Using ITimeProvider for Scheduling

Register the ActorSystem's Scheduler as an ITimeProvider for testable time-based logic:

csharp
public static class SharedAkkaHostingExtensions
{
    public static IServiceCollection AddAkkaWithTimeProvider(
        this IServiceCollection services,
        Action<AkkaConfigurationBuilder, IServiceProvider> configure)
    {
        // Register ITimeProvider using the ActorSystem's Scheduler
        services.AddSingleton<ITimeProvider>(sp =>
            sp.GetRequiredService<ActorSystem>().Scheduler);

        return services.ConfigureAkka((builder, sp) =>
        {
            configure(builder, sp);
        });
    }
}

// In your actor, inject ITimeProvider
public class SubscriptionActor : ReceiveActor
{
    private readonly ITimeProvider _timeProvider;

    public SubscriptionActor(ITimeProvider timeProvider)
    {
        _timeProvider = timeProvider;

        // Use _timeProvider.GetUtcNow() instead of DateTime.UtcNow
        // This allows tests to control time
    }
}

Akka.Reminders Integration

For durable scheduled tasks that survive restarts, use akka-reminders:

csharp
using Akka.Reminders;
using Akka.Reminders.Sql;
using Akka.Reminders.Sql.Configuration;
using Akka.Reminders.Storage;

public static class ReminderHostingExtensions
{
    /// <summary>
    /// Configures akka-reminders with PostgreSQL storage.
    /// </summary>
    public static AkkaConfigurationBuilder WithPostgresReminders(
        this AkkaConfigurationBuilder builder,
        string connectionString,
        string schemaName = "reminders",
        string tableName = "scheduled_reminders",
        bool autoInitialize = true)
    {
        return builder.WithLocalReminders(reminders => reminders
            .WithResolver(sys => new GenericChildPerEntityResolver(sys))
            .WithStorage(system =>
            {
                var settings = SqlReminderStorageSettings.CreatePostgreSql(
                    connectionString,
                    schemaName,
                    tableName,
                    autoInitialize);
                return new SqlReminderStorage(settings, system);
            })
            .WithSettings(new ReminderSettings
            {
                MaxSlippage = TimeSpan.FromSeconds(30),
                MaxDeliveryAttempts = 3,
                RetryBackoffBase = TimeSpan.FromSeconds(10)
            }));
    }

    /// <summary>
    /// Configures akka-reminders with in-memory storage for testing.
    /// </summary>
    public static AkkaConfigurationBuilder WithInMemoryReminders(
        this AkkaConfigurationBuilder builder)
    {
        return builder.WithLocalReminders(reminders => reminders
            .WithResolver(sys => new GenericChildPerEntityResolver(sys))
            .WithStorage(system => new InMemoryReminderStorage())
            .WithSettings(new ReminderSettings
            {
                MaxSlippage = TimeSpan.FromSeconds(1),
                MaxDeliveryAttempts = 3,
                RetryBackoffBase = TimeSpan.FromMilliseconds(100)
            }));
    }
}

Custom Reminder Resolver for Child-Per-Entity

Route reminder callbacks to GenericChildPerEntityParent actors:

csharp
using Akka.Actor;
using Akka.Hosting;
using Akka.Reminders;

/// <summary>
/// Resolves reminder targets to GenericChildPerEntityParent actors.
/// </summary>
public sealed class GenericChildPerEntityResolver : IReminderActorResolver
{
    private readonly ActorSystem _system;

    public GenericChildPerEntityResolver(ActorSystem system)
    {
        _system = system;
    }

    public IActorRef ResolveActorRef(ReminderEntry entry)
    {
        var registry = ActorRegistry.For(_system);

        return entry.Key switch
        {
            var k when k.StartsWith("order-") =>
                registry.Get<OrderActor>(),
            var k when k.StartsWith("subscription-") =>
                registry.Get<SubscriptionActor>(),
            _ => throw new InvalidOperationException(
                $"Unknown reminder key format: {entry.Key}")
        };
    }
}

Singleton Actors (Not Sharded)

For actors that should only have one instance:

csharp
public static AkkaConfigurationBuilder WithEmailSenderActor(
    this AkkaConfigurationBuilder builder)
{
    return builder.WithActors((system, registry, resolver) =>
    {
        var actor = system.ActorOf(
            resolver.Props<EmailSenderActor>(),
            "email-sender");
        registry.Register<EmailSenderActor>(actor);
    });
}

Marker Types for Registry

When you need to reference actors that are registered as parents:

csharp
/// <summary>
/// Marker type for ActorRegistry to retrieve the order manager
/// (GenericChildPerEntityParent for OrderActors).
/// </summary>
public sealed class OrderManagerActor;

// Usage in extension method
registry.Register<OrderManagerActor>(parent);

// Usage in controller/service
public class OrderService
{
    private readonly IActorRef _orderManager;

    public OrderService(IRequiredActor<OrderManagerActor> orderManager)
    {
        _orderManager = orderManager.ActorRef;
    }

    public async Task<OrderResponse> CreateOrder(CreateOrderCommand cmd)
    {
        return await _orderManager.Ask<OrderResponse>(cmd);
    }
}

DI Scope Management in Actors

Actors don't have automatic DI scopes. Unlike ASP.NET controllers (where each HTTP request creates a scope), actors are long-lived. If you need scoped services (like DbContext), inject IServiceProvider and create scopes manually.

Pattern: Scope Per Message

csharp
public sealed class OrderProcessingActor : ReceiveActor
{
    private readonly IServiceProvider _serviceProvider;
    private readonly IActorRef _notificationActor;

    public OrderProcessingActor(
        IServiceProvider serviceProvider,
        IRequiredActor<NotificationActor> notificationActor)
    {
        _serviceProvider = serviceProvider;
        _notificationActor = notificationActor.ActorRef;

        ReceiveAsync<ProcessOrder>(HandleProcessOrder);
    }

    private async Task HandleProcessOrder(ProcessOrder msg)
    {
        // Create scope for this message - disposed after processing
        using var scope = _serviceProvider.CreateScope();

        // Resolve scoped services within the scope
        var orderRepository = scope.ServiceProvider.GetRequiredService<IOrderRepository>();
        var paymentService = scope.ServiceProvider.GetRequiredService<IPaymentService>();
        var emailComposer = scope.ServiceProvider.GetRequiredService<IOrderEmailComposer>();

        // Do work with scoped services
        var order = await orderRepository.GetByIdAsync(msg.OrderId);
        var payment = await paymentService.ProcessAsync(order);

        // DbContext changes committed when scope disposes
    }
}

Why This Pattern

BenefitExplanation
Fresh DbContext per messageNo stale entity tracking between messages
Proper disposalDatabase connections released after each message
IsolationOne message's errors don't corrupt another's state
TestableCan inject mock IServiceProvider in tests

Singleton Services - Direct Injection

For stateless, thread-safe services, inject directly (no scope needed):

csharp
public sealed class NotificationActor : ReceiveActor
{
    private readonly IEmailLinkGenerator _linkGenerator;  // Singleton - OK!
    private readonly IMjmlTemplateRenderer _renderer;     // Singleton - OK!

    public NotificationActor(
        IEmailLinkGenerator linkGenerator,
        IMjmlTemplateRenderer renderer)
    {
        _linkGenerator = linkGenerator;
        _renderer = renderer;

        Receive<SendWelcomeEmail>(Handle);
    }
}

Common Mistake: Injecting Scoped Services Directly

csharp
// BAD: Scoped service injected into long-lived actor
public sealed class BadActor : ReceiveActor
{
    private readonly IOrderRepository _repo;  // Scoped! DbContext lives forever!

    public BadActor(IOrderRepository repo)  // Captured at actor creation
    {
        _repo = repo;  // This DbContext will become stale
    }
}

// GOOD: Inject IServiceProvider, create scope per message
public sealed class GoodActor : ReceiveActor
{
    private readonly IServiceProvider _sp;

    public GoodActor(IServiceProvider sp)
    {
        _sp = sp;
        ReceiveAsync<ProcessOrder>(async msg =>
        {
            using var scope = _sp.CreateScope();
            var repo = scope.ServiceProvider.GetRequiredService<IOrderRepository>();
            // Fresh DbContext for this message
        });
    }
}

For more on DI lifetimes and scope management, see microsoft-extensions/dependency-injection skill.


Cluster Sharding Configuration

RememberEntities: Almost Always False

RememberEntities controls whether the shard region remembers and automatically restarts all entities that were ever created. This should almost always be false.

csharp
builder.WithShardRegion<OrderActor>(
    "orders",
    (system, registry, resolver) => entityId => resolver.Props<OrderActor>(entityId),
    new OrderMessageExtractor(),
    new ShardOptions
    {
        StateStoreMode = StateStoreMode.DData,
        RememberEntities = false,  // DEFAULT - almost always correct
        Role = clusterRole
    });

When RememberEntities = true causes problems:

ProblemExplanation
Unbounded memory growthEvery entity ever created gets remembered and restarted forever
Slow cluster startupCluster must restart thousands/millions of entities on boot
Stale entity resurrectionExpired sessions, sent emails, old orders all get restarted
No passivationIdle entities consume memory indefinitely (passivation is disabled)

When to Use Each Setting

Entity TypeRememberEntitiesReason
UserSessionActorfalseSessions expire, created on login
DraftActorfalseDrafts are sent/discarded, ephemeral
EmailSenderActorfalseFire-and-forget operations
OrderActorfalseOrders complete, new ones created constantly
ShoppingCartActorfalseCarts expire, abandoned carts common
TenantActormaybe trueFixed set of tenants, always needed
AccountActormaybe trueBounded set of accounts, long-lived

Rule of thumb: Use RememberEntities = true only for:

  1. Bounded entity sets (known upper limit)
  2. Long-lived domain entities that should always be available
  3. Entities where the cost of remembering < cost of lazy creation

Marker Types with WithShardRegion

When using WithShardRegion<T>, the generic parameter T serves as a marker type for the ActorRegistry. Use a dedicated marker type (not the actor class itself) for consistent registry access:

csharp
/// <summary>
/// Marker type for ActorRegistry. Use this to retrieve the OrderActor shard region.
/// </summary>
public sealed class OrderActorRegion;

// Registration - use marker type as generic parameter
builder.WithShardRegion<OrderActorRegion>(
    "orders",
    (system, registry, resolver) => entityId => resolver.Props<OrderActor>(entityId),
    new OrderMessageExtractor(),
    new ShardOptions { StateStoreMode = StateStoreMode.DData });

// Retrieval - same marker type
var orderRegion = ActorRegistry.Get<OrderActorRegion>();
orderRegion.Tell(new CreateOrder(orderId, amount));

Why marker types?

  • WithShardRegion<T> auto-registers the shard region under type T
  • Using the actor class directly can cause confusion (registry returns region, not actor)
  • Marker types make the intent explicit and work consistently in both LocalTest and Clustered modes

Avoiding Redundant Registry Calls

WithShardRegion<T> automatically registers the shard region in the ActorRegistry. Don't call registry.Register<T>() again:

csharp
// BAD - redundant registration
builder.WithShardRegion<OrderActorRegion>("orders", ...)
    .WithActors((system, registry, resolver) =>
    {
        var region = registry.Get<OrderActorRegion>();
        registry.Register<OrderActorRegion>(region);  // UNNECESSARY!
    });

// GOOD - WithShardRegion already registers
builder.WithShardRegion<OrderActorRegion>("orders", ...);
// That's it - OrderActorRegion is now in the registry

Best Practices

  1. Always support both execution modes - Makes testing easy without code changes
  2. Use strongly-typed IDs - OrderId instead of string or Guid
  3. Interface-based message routing - IWithOrderId for type-safe extraction
  4. Register parent, not children - For child-per-entity, register the parent in ActorRegistry
  5. Marker types for clarity - Use empty marker classes for registry lookups
  6. Composition over inheritance - Chain extension methods, don't create deep hierarchies
  7. ITimeProvider for scheduling - Never use DateTime.Now directly in actors
  8. akka-reminders for durability - Use for scheduled tasks that must survive restarts
  9. RememberEntities = false by default - Only set to true for bounded, long-lived entities

Frequently asked questions

What does the Akka Hosting Actor Patterns AI skill do?

Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-reminders, and ITimeProvider. Supports both local testing and clustered production modes.

Why use Akka Hosting Actor Patterns on TypingMind?

Because you install it once and use it with any model. Akka Hosting Actor Patterns is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Akka Hosting Actor Patterns in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Aaronontheweb/dotnet-skills/tree/master/skills/akka-hosting-actor-patterns. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Akka Hosting Actor Patterns?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Akka Hosting Actor Patterns?

As many as you like. As long as a model supports skills, you can use Akka Hosting Actor Patterns with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Akka Hosting Actor Patterns AI skill free?

Yes. It is published on GitHub by Aaronontheweb under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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