Agent skill · Audited from source

Akka Best Practices

skill · Aaronontheweb/dotnet-skillsMIT licenceAudited 18 Oct 2026 · source 871f73ffcae3

★ 1,232pushed 7 days ago
✓SAFEGrade B · 89/100 · 18 Oct 2026 · 871f73f
1,232repo stars · whole Aaronontheweb/dotnet-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 871f73ffcae3 and found no filesystem, network or shell access and no hard-coded secrets. What it does: 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…

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ModelsAtlas. “Akka Best Practices (Aaronontheweb/dotnet-skills)”. Retrieved 18 Oct 2026. https://modelsatlas.com/skills/aaronontheweb/akka-best-practices

Trust audit

Audit 0.4.1 · source read 18 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS1
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (1)

Audit 0.4.1 · source sha 871f73ffcae3 · 18 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • PublisherAaronontheweb GitHub userOwner of the repository this skill is read from
  • Source folderAaronontheweb/dotnet-skills/skills/akka-best-practicesThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdict871f73ffcae3A new audit runs when the source changes
  • Repository statusNot archivedLast push 7 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its 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…

---
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

- [work-distribution-patterns.md](work-distribution-patterns.md): Database queues, Akka.Streams throttling, outbox pattern
- [cluster-local-abstractions.md](cluster-local-abstractions.md): GenericChildPerEntityParent, IPubSubMediator, execution mode wiring
- [async-cancellation-patterns.md](async-cancellation-patterns.md): Actor-scoped CancellationToken, linked CTS, timeout handling

---

## 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

| Pattern | Topic Format | Use Case |
|---------|--------------|----------|
| Per-user | `timeline:{userId}` | Timeline updates, notifications |
| Per-entity | `post:{postId}` | Post engagement updates |
| Broadcast | `system:announcements` | System-wide notifications |
| Role-based | `workers:rss-poller` | Work 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.Tel

Excerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 871f73f

Download folder ↗
git clone https://github.com/Aaronontheweb/dotnet-skills
git -C dotnet-skills checkout 871f73ffcae3

The author documents no install command, so this uses the repository directly. Our verdict covers commit 871f73ffcae3 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 871f73ffcae3

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Questions about Akka Best Practices

What does the Akka Best Practices skill do?
Claude Code skills and sub-agents for .NET Developers
Is Akka Best Practices safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Akka Best Practices access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (871f73ffcae3), read on 2026-10-18. The repository is watched, and a new audit runs when it changes — this is the first audit.

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