Agent skill

Akka.NET Best Practices

by Aaronontheweb in Aaronontheweb/dotnet-skills

Guidance for Akka.NET actor systems covering EventStream versus DistributedPubSub, supervision, Props versus DependencyResolver, work distribution and testable cluster code.

MITAuto-check passedDevelopment

Install Akka.NET Best Practices

skills CLI
$ npx skills add Aaronontheweb/dotnet-skills --skill akka-net-best-practices -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Aaronontheweb/dotnet-skills akka-net-best-practices --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Aaronontheweb/dotnet-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/akka-best-practices .claude/skills/akka-net-best-practices && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
akka-net-best-practices
GitHub stars
1.2k
Used in
1 other repo
Token cost
~3.3k tokens
SKILL.md length
872 words
Files
4
Skills in repo
35
Repo updated
First seen
Licence
MIT

At a glance

Guidance for Akka.NET actor systems covering EventStream versus DistributedPubSub, supervision, Props versus DependencyResolver, work distribution and testable cluster code.

  • Works in 10 steps: EventStream vs DistributedPubSub → Supervision Strategies → Error Handling: Supervision vs Try-Catch → …
  • Choosing between EventStream and DistributedPubSub for actor messaging
  • SKILL.md covers When to Use This Skill, Reference Files, 1. EventStream vs… and 2. Supervision Strategies, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

The main skill file warns that `Context.System.EventStream` is local to one ActorSystem, so subscribers on a second node never see events from the first. It points to `Akka.Cluster.Tools.PublishSubscribe` for events that must cross nodes, shows the Akka.Hosting call `WithDistributedPubSub`, and gives topic naming patterns for per-user, per-entity, broadcast and role-based topics. It then covers supervision, which applies to children, along with error handling in actors and the choice between Props and DependencyResolver.

Three companion files go deeper. One covers work distribution: database queues, Akka.Streams throttling and the outbox pattern. One shows how to abstract over cluster sharding so an actor system runs with or without cluster infrastructure in tests, using GenericChildPerEntityParent, IPubSubMediator and execution-mode wiring. The third covers actor-scoped CancellationToken use, linked cancellation sources and timeout handling. The code samples are in C#.

When your agent uses it

  • Choosing between EventStream and DistributedPubSub for actor messaging
  • Setting supervision and error handling for child actors
  • Designing work distribution across cluster nodes
  • Making an actor system testable without a running cluster

Example prompts

  • “Our timeline events never reach actors on the second server. Review how we use EventStream.”
  • “Add a local-mode abstraction over cluster sharding so the unit tests do not need a cluster.”
  • “Review this actor's supervision strategy and tell me what happens when a child throws.”

Requirements

  • An Akka.NET project written in C#

Workflow steps

10 steps, taken from the step headings in SKILL.md.

  1. EventStream vs DistributedPubSub
  2. Supervision Strategies
  3. Error Handling: Supervision vs Try-Catch
  4. Props vs DependencyResolver
  5. Work Distribution Patterns
  6. Common Mistakes Summary
  7. Quick Reference
  8. Cluster/Local Mode Abstractions
  9. Actor Logging
  10. Managing Async Operations with CancellationToken

What it can do on your machine

Read from SKILL.md and the folder at commit 29878f2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are csharp).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Akka.NET Best Practices loads about 3.3k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 872 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~3.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Aaronontheweb/dotnet-skills at commit 29878f2, republished under its MIT licence (© Aaronontheweb). 872 words, ~3,288 tokens.

Download SKILL.mdSave it as .claude/skills/akka-net-best-practices/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
akka-net-best-practices
description
Critical Akka.NET best practices including EventStream vs DistributedPubSub, supervision strategies, error handling, Props vs DependencyResolver, work distribution patterns, and cluster/local mode abstractions for testability.
user-invocable
false

Akka.NET Best Practices

When to Use This Skill

Use this skill when:

  • Designing actor communication patterns
  • Deciding between EventStream and DistributedPubSub
  • Implementing error handling in actors
  • Understanding supervision strategies
  • Choosing between Props patterns and DependencyResolver
  • Designing work distribution across nodes
  • Creating testable actor systems that can run with or without cluster infrastructure
  • Abstracting over Cluster Sharding for local testing scenarios

Reference Files


1. EventStream vs DistributedPubSub

Critical: EventStream is LOCAL ONLY

Context.System.EventStream is local to a single ActorSystem process. It does NOT work across cluster nodes.

csharp
// BAD: This only works on a single server
// When you add a second server, subscribers on server 2 won't receive events from server 1
Context.System.EventStream.Subscribe(Self, typeof(PostCreated));
Context.System.EventStream.Publish(new PostCreated(postId, authorId));

When EventStream is appropriate:

  • Logging and diagnostics within a single process
  • Local event bus for truly single-process applications
  • Development/testing scenarios
Use DistributedPubSub for Multi-Node

For events that must reach actors across multiple cluster nodes, use Akka.Cluster.Tools.PublishSubscribe:

csharp
using Akka.Cluster.Tools.PublishSubscribe;

public class TimelineUpdatePublisher : ReceiveActor
{
    private readonly IActorRef _mediator;

    public TimelineUpdatePublisher()
    {
        // Get the DistributedPubSub mediator
        _mediator = DistributedPubSub.Get(Context.System).Mediator;

        Receive<PublishTimelineUpdate>(msg =>
        {
            // Publish to a topic - reaches all subscribers across all nodes
            _mediator.Tell(new Publish($"timeline:{msg.UserId}", msg.Update));
        });
    }
}
Akka.Hosting Configuration for DistributedPubSub
csharp
builder.WithDistributedPubSub(role: null); // Available on all roles, or specify a role
Topic Design Patterns
PatternTopic FormatUse Case
Per-usertimeline:{userId}Timeline updates, notifications
Per-entitypost:{postId}Post engagement updates
Broadcastsystem:announcementsSystem-wide notifications
Role-basedworkers:rss-pollerWork distribution

2. Supervision Strategies

Key Clarification: Supervision is for CHILDREN

A supervision strategy defined on an actor dictates how that actor supervises its children, NOT how the actor itself is supervised.

csharp
public class ParentActor : ReceiveActor
{
    // This strategy applies to children of ParentActor, NOT to ParentActor itself
    protected override SupervisorStrategy SupervisorStrategy()
    {
        return new OneForOneStrategy(
            maxNrOfRetries: 10,
            withinTimeRange: TimeSpan.FromSeconds(30),
            decider: ex => ex switch
            {
                ArithmeticException => Directive.Resume,
                NullReferenceException => Directive.Restart,
                ArgumentException => Directive.Stop,
                _ => Directive.Escalate
            });
    }
}
Default Supervision Strategy

The default OneForOneStrategy already includes rate limiting:

  • 10 restarts within 1 second = actor is permanently stopped
  • This prevents infinite restart loops

You rarely need a custom strategy unless you have specific requirements.

When to Define Custom Supervision

Good reasons:

  • Actor throws exceptions indicating irrecoverable state corruption -> Restart
  • Actor throws exceptions that should NOT cause restart (expected failures) -> Resume
  • Child failures should affect siblings -> Use AllForOneStrategy
  • Need different retry limits than the default

Bad reasons:

  • "Just to be safe" - the default is already safe
  • Don't understand what the actor does - understand it first

3. Error Handling: Supervision vs Try-Catch

When to Use Try-Catch (Most Cases)

Use try-catch when:

  • The failure is expected (network timeout, invalid input, external service down)
  • You know exactly why the exception occurred
  • You can handle it gracefully (retry, return error response, log and continue)
  • Restarting would not help (same error would occur again)
csharp
public class RssFeedPollerActor : ReceiveActor
{
    public RssFeedPollerActor()
    {
        ReceiveAsync<PollFeed>(async msg =>
        {
            try
            {
                var feed = await _httpClient.GetStringAsync(msg.FeedUrl);
                var items = ParseFeed(feed);
                // Process items...
            }
            catch (HttpRequestException ex)
            {
                // Expected failure - log and schedule retry
                _log.Warning("Feed {Url} unavailable: {Error}", msg.FeedUrl, ex.Message);
                Context.System.Scheduler.ScheduleTellOnce(
                    TimeSpan.FromMinutes(5), Self, msg, Self);
            }
            catch (XmlException ex)
            {
                // Invalid feed format - log and mark as bad
                _log.Error("Feed {Url} has invalid format: {Error}", msg.FeedUrl, ex.Message);
                Sender.Tell(new FeedPollResult.InvalidFormat(msg.FeedUrl));
            }
        });
    }
}
When to Let Supervision Handle It

Let exceptions propagate (trigger supervision) when:

  • You have no idea why the exception occurred
  • The actor's state might be corrupt
  • A restart would help (fresh state, reconnect resources)
  • It's a programming error (NullReferenceException, InvalidOperationException from bad logic)
Anti-Pattern: Swallowing Unknown Exceptions
csharp
// BAD: Swallowing exceptions hides problems
catch (Exception ex)
{
    _log.Error(ex, "Error processing work");
    // Actor continues with potentially corrupt state
}

// GOOD: Handle known exceptions, let unknown ones propagate
catch (HttpRequestException ex)
{
    // Known, expected failure - handle gracefully
    _log.Warning("HTTP request failed: {Error}", ex.Message);
    Sender.Tell(new WorkResult.TransientFailure());
}
// Unknown exceptions propagate to supervision

4. Props vs DependencyResolver

When to Use Plain Props

Use Props.Create() when:

  • Actor doesn't need IServiceProvider or IRequiredActor<T>
  • All dependencies can be passed via constructor
  • Actor is simple and self-contained
csharp
// Simple actor with no DI needs
public static Props Props(PostId postId, IPostWriteStore store)
    => Akka.Actor.Props.Create(() => new PostEngagementActor(postId, store));
When to Use DependencyResolver

Use resolver.Props<T>() when:

  • Actor needs IServiceProvider to create scoped services
  • Actor uses IRequiredActor<T> to get references to other actors
  • Actor has many dependencies that are already in DI container
csharp
// Registration with DI
builder.WithActors((system, registry, resolver) =>
{
    var actor = system.ActorOf(resolver.Props<OrderProcessorActor>(), "order-processor");
    registry.Register<OrderProcessorActor>(actor);
});
Remote Deployment Considerations

You almost never need remote deployment. If you're not doing remote deployment (and you probably aren't):

  • Props.Create(() => new Actor(...)) with closures is fine
  • The "serialization issue" warning doesn't apply

For most applications, use cluster sharding instead of remote deployment - it handles distribution automatically.


Show full SKILL.md (365 more words)Show less

5. Work Distribution Patterns

When you have many background jobs (RSS feeds, email sending, etc.), don't process them all at once - this causes thundering herd problems.

Three patterns to solve this:

  1. Database-Driven Work Queue - Use FOR UPDATE SKIP LOCKED for natural cross-node distribution
  2. Akka.Streams Rate Limiting - Throttle processing within a single node
  3. Durable Queue (Outbox Pattern) - Database-backed outbox for reliable processing

See work-distribution-patterns.md for full code samples.


6. Common Mistakes Summary

MistakeWhy It's WrongFix
Using EventStream for cross-node pub/subEventStream is local onlyUse DistributedPubSub
Defining supervision to "protect" an actorSupervision protects childrenUnderstand the hierarchy
Catching all exceptionsHides bugs, corrupts stateOnly catch expected errors
Always using DependencyResolverAdds unnecessary complexityUse plain Props when possible
Processing all background jobs at onceThundering herd, resource exhaustionUse database queue + rate limiting
Throwing exceptions for expected failuresTriggers unnecessary restartsReturn result types, use messaging

7. Quick Reference

Communication Pattern Decision Tree
Need to communicate between actors?
├── Same process only? -> EventStream is fine
├── Across cluster nodes?
│   ├── Point-to-point? -> Use ActorSelection or known IActorRef
│   └── Pub/sub? -> Use DistributedPubSub
└── Fire-and-forget to external system? -> Consider outbox pattern
Error Handling Decision Tree
Exception occurred in actor?
├── Expected failure (HTTP timeout, invalid input)?
│   └── Try-catch, handle gracefully, continue
├── State might be corrupt?
│   └── Let supervision restart
├── Unknown cause?
│   └── Let supervision restart
└── Programming error (null ref, bad logic)?
    └── Let supervision restart, fix the bug
Props Decision Tree
Creating actor Props?
├── Actor needs IServiceProvider?
│   └── Use resolver.Props<T>()
├── Actor needs IRequiredActor<T>?
│   └── Use resolver.Props<T>()
├── Simple actor with constructor params?
│   └── Use Props.Create(() => new Actor(...))
└── Remote deployment needed?
    └── Probably not - use cluster sharding instead

8. Cluster/Local Mode Abstractions

For applications that need to run both in clustered production and local/test environments, use abstraction patterns to toggle between implementations:

  • AkkaExecutionMode enum - Controls which implementations are used (LocalTest vs Clustered)
  • GenericChildPerEntityParent - Mimics sharding behavior locally using the same IMessageExtractor
  • IPubSubMediator - Abstracts DistributedPubSub for swappable local/cluster implementations

See cluster-local-abstractions.md for complete implementation code.


9. Actor Logging

Use ILoggingAdapter, Not ILogger<T>

In actors, use ILoggingAdapter from Context.GetLogger() instead of DI-injected ILogger<T>:

csharp
public class MyActor : ReceiveActor
{
    private readonly ILoggingAdapter _log = Context.GetLogger();

    public MyActor()
    {
        Receive<MyMessage>(msg =>
        {
            _log.Info("Processing message for user {UserId}", msg.UserId);
            _log.Error(ex, "Failed to process {MessageType}", msg.GetType().Name);
        });
    }
}

Why ILoggingAdapter:

  • Integrates with Akka's logging pipeline and supervision
  • Supports semantic/structured logging as of v1.5.57
  • Method names: Info(), Debug(), Warning(), Error() (not Log* variants)
  • No DI required - obtained directly from actor context

Don't inject ILogger<T> into actors - it bypasses Akka's logging infrastructure.

Semantic Logging (v1.5.57+)
csharp
// Named placeholders for better log aggregation and querying
_log.Info("Order {OrderId} processed for customer {CustomerId}", order.Id, order.CustomerId);

// Prefer named placeholders over positional
// Good: {OrderId}, {CustomerId}
// Avoid: {0}, {1}

10. Managing Async Operations with CancellationToken

When actors launch async operations via PipeTo, those operations can outlive the actor if not properly managed. Key practices:

  • Actor CTS in PostStop - Always cancel and dispose in PostStop()
  • New CTS per operation - Cancel previous before starting new work
  • Pass token everywhere - EF Core queries, HTTP calls, etc.
  • Linked CTS for timeouts - External calls get short timeouts to prevent hanging
  • Graceful handling - Distinguish timeout vs shutdown in catch blocks

See async-cancellation-patterns.md for complete implementation code.

© Aaronontheweb, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files in skills/akka-best-practices of Aaronontheweb/dotnet-skills.

  • SKILL.md
  • async-cancellation-patterns.md
  • cluster-local-abstractions.md
  • work-distribution-patterns.md

Open the folder on GitHubat commit 29878f2

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in Aaronontheweb/dotnet-skills, which our catalogue first saw on October 7, 2026.

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Works with

Questions about Akka.NET Best Practices

What does Akka.NET Best Practices do?

Guidance for Akka.NET actor systems covering EventStream versus DistributedPubSub, supervision, Props versus DependencyResolver, work distribution and testable cluster code. EventStream` is local to one ActorSystem, so subscribers on a second node never see events from the first.Hosting call `WithDistributedPubSub`, and gives topic naming patterns for per-user, per-entity, broadcast and role-based topics.

When should I use Akka.NET Best Practices?

Akka.NET Best Practices fits situations like: choosing between EventStream and DistributedPubSub for actor messaging; setting supervision and error handling for child actors; designing work distribution across cluster nodes; making an actor system testable without a running cluster.

How do I install Akka.NET Best Practices in Claude Code?

Run `npx skills add Aaronontheweb/dotnet-skills --skill akka-net-best-practices -a claude-code`. Or copy the skill folder (skills/akka-best-practices in Aaronontheweb/dotnet-skills) into .claude/skills/akka-net-best-practices in your project. Claude Code loads it when a task matches its description.

How do I install Akka.NET Best Practices in Codex?

Run `npx skills add Aaronontheweb/dotnet-skills --skill akka-net-best-practices -a codex`. Or copy the skill folder (skills/akka-best-practices in Aaronontheweb/dotnet-skills) into .agents/skills/akka-net-best-practices in your project. Codex loads it when a task matches its description.

Can I use Akka.NET Best Practices in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Aaronontheweb/dotnet-skills --skill akka-net-best-practices -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/akka-net-best-practices, .gemini/skills/akka-net-best-practices, .github/skills/akka-net-best-practices and .opencode/skills/akka-net-best-practices in your project.

What does Akka.NET Best Practices need to run?

SKILL.md names no scripts, command-line tools or credentials: Akka.NET Best Practices is instructions for the agent only. Our summary lists: An Akka.NET project written in C#.

Does Akka.NET Best Practices access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Akka.NET Best Practices safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Akka.NET Best Practices use?

Akka.NET Best Practices is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Akka.NET Best Practices use?

About 3.3k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Akka.NET Best Practices?

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Who maintains Akka.NET Best Practices?

Aaronontheweb (a GitHub user) maintains it in Aaronontheweb/dotnet-skills, which has 1,209 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on October 10, 2026.

Source: Aaronontheweb/dotnet-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.