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Dotnet Domain Events Generator

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ronnythedev
dotnet-domain-events-generator

Generates Domain Events and their handlers following DDD patterns. Implements event raising in entities, MediatR notification handlers, and the Outbox pattern for reliable event processing.

Overview

Publisherronnythedev
Repositorydotnet-clean-architecture-skills
Skill namedotnet-domain-events-generator
Stars
77
Forks
16
Bundled files
Instructions only
Links
  • 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 ronnythedev on GitHub. Read the source before you install it.

Installation

Install the Dotnet Domain Events Generator 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/ronnythedev/dotnet-clean-architecture-skills/tree/main/skills/09-dotnet-domain-events-generator
  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/ronnythedev/dotnet-clean-architecture-skills.git /tmp/dotnet-clean-architecture-skills
mkdir -p .claude/skills
cp -r /tmp/dotnet-clean-architecture-skills/skills/09-dotnet-domain-events-generator .claude/skills/dotnet-domain-events-generator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Dotnet Domain Events Generator 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 Dotnet Domain Events Generator 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 Dotnet Domain Events Generator 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.

Domain Events Generator

Overview

Domain Events capture something significant that happened in the domain:

  • Raised by entities - When state changes occur
  • Handled by notification handlers - React to events
  • Outbox pattern - Reliable event delivery
  • Decoupled - Publisher doesn't know subscribers

Quick Reference

ComponentPurposeLocation
IDomainEventMarker interfaceDomain/Abstractions
{Entity}{Action}DomainEventEvent recordDomain/{Aggregate}/Events
{Event}DomainEventHandlerEvent handlerApplication/{Feature}
OutboxMessagePersisted eventInfrastructure/Outbox

Event Structure

/Domain/
├── Abstractions/
│   └── IDomainEvent.cs
└── {Aggregate}/
    └── Events/
        ├── {Entity}CreatedDomainEvent.cs
        ├── {Entity}UpdatedDomainEvent.cs
        └── ...

/Application/
└── {Feature}/
    └── EventHandlers/
        ├── {Event}Handler.cs
        └── ...

/Infrastructure/
└── Outbox/
    ├── OutboxMessage.cs
    ├── OutboxMessageConfiguration.cs
    └── ProcessOutboxMessagesJob.cs

Template: Domain Event Interface

csharp
// src/{name}.domain/Abstractions/IDomainEvent.cs
using MediatR;

namespace {name}.domain.abstractions;

/// <summary>
/// Marker interface for domain events.
/// Domain events represent something significant that happened in the domain.
/// </summary>
public interface IDomainEvent : INotification
{
    /// <summary>
    /// Unique identifier for this event instance
    /// </summary>
    Guid Id { get; }

    /// <summary>
    /// When the event occurred
    /// </summary>
    DateTime OccurredOnUtc { get; }
}

Template: Base Domain Event Record

csharp
// src/{name}.domain/Abstractions/DomainEvent.cs
namespace {name}.domain.abstractions;

/// <summary>
/// Base record for domain events with common properties
/// </summary>
public abstract record DomainEvent : IDomainEvent
{
    public Guid Id { get; init; } = Guid.NewGuid();
    public DateTime OccurredOnUtc { get; init; } = DateTime.UtcNow;
}

Template: Specific Domain Events

csharp
// src/{name}.domain/{Aggregate}/Events/{Entity}CreatedDomainEvent.cs
using {name}.domain.abstractions;

namespace {name}.domain.{aggregate}.events;

/// <summary>
/// Raised when a new {Entity} is created
/// </summary>
public sealed record {Entity}CreatedDomainEvent(
    Guid {Entity}Id) : DomainEvent;

// src/{name}.domain/{Aggregate}/Events/{Entity}UpdatedDomainEvent.cs
/// <summary>
/// Raised when a {Entity} is updated
/// </summary>
public sealed record {Entity}UpdatedDomainEvent(
    Guid {Entity}Id,
    string PropertyName,
    string? OldValue,
    string? NewValue) : DomainEvent;

// src/{name}.domain/{Aggregate}/Events/{Entity}DeactivatedDomainEvent.cs
/// <summary>
/// Raised when a {Entity} is deactivated
/// </summary>
public sealed record {Entity}DeactivatedDomainEvent(
    Guid {Entity}Id,
    string Reason) : DomainEvent;

// src/{name}.domain/{Aggregate}/Events/{Entity}DeletedDomainEvent.cs
/// <summary>
/// Raised when a {Entity} is deleted
/// </summary>
public sealed record {Entity}DeletedDomainEvent(
    Guid {Entity}Id) : DomainEvent;

Template: Rich Domain Events

csharp
// src/{name}.domain/Users/Events/UserRegisteredDomainEvent.cs
using {name}.domain.abstractions;

namespace {name}.domain.users.events;

/// <summary>
/// Raised when a new user registers
/// </summary>
public sealed record UserRegisteredDomainEvent : DomainEvent
{
    public Guid UserId { get; init; }
    public string Email { get; init; } = string.Empty;
    public string Name { get; init; } = string.Empty;
    public Guid OrganizationId { get; init; }

    public UserRegisteredDomainEvent(
        Guid userId,
        string email,
        string name,
        Guid organizationId)
    {
        UserId = userId;
        Email = email;
        Name = name;
        OrganizationId = organizationId;
    }
}

// src/{name}.domain/Assessments/Events/AssessmentCompletedDomainEvent.cs
/// <summary>
/// Raised when a user completes an assessment
/// </summary>
public sealed record AssessmentCompletedDomainEvent : DomainEvent
{
    public Guid AssessmentId { get; init; }
    public Guid UserId { get; init; }
    public Guid OrganizationId { get; init; }
    public string AssessmentType { get; init; } = string.Empty;
    public decimal Score { get; init; }
    public DateTime CompletedAt { get; init; }

    public AssessmentCompletedDomainEvent(
        Guid assessmentId,
        Guid userId,
        Guid organizationId,
        string assessmentType,
        decimal score,
        DateTime completedAt)
    {
        AssessmentId = assessmentId;
        UserId = userId;
        OrganizationId = organizationId;
        AssessmentType = assessmentType;
        Score = score;
        CompletedAt = completedAt;
    }
}

Template: Raising Events in Entity

csharp
// src/{name}.domain/{Aggregate}/{Entity}.cs
using {name}.domain.abstractions;
using {name}.domain.{aggregate}.events;

namespace {name}.domain.{aggregate};

public sealed class {Entity} : Entity
{
    // ... properties

    private {Entity}(
        Guid id,
        string name,
        Guid organizationId,
        DateTime createdAt)
        : base(id)
    {
        Name = name;
        OrganizationId = organizationId;
        CreatedAt = createdAt;
    }

    /// <summary>
    /// Factory method - raises Created event
    /// </summary>
    public static Result<{Entity}> Create(
        string name,
        Guid organizationId,
        DateTime createdAt)
    {
        // Validation...

        var {entity} = new {Entity}(
            Guid.NewGuid(),
            name,
            organizationId,
            createdAt);

        // Raise domain event
        {entity}.RaiseDomainEvent(new {Entity}CreatedDomainEvent({entity}.Id));

        return {entity};
    }

    /// <summary>
    /// Update method - raises Updated event
    /// </summary>
    public Result Update(string name, DateTime updatedAt)
    {
        if (string.IsNullOrWhiteSpace(name))
        {
            return Result.Failure({Entity}Errors.NameRequired);
        }

        var oldName = Name;
        Name = name;
        UpdatedAt = updatedAt;

        // Raise domain event with change details
        RaiseDomainEvent(new {Entity}UpdatedDomainEvent(
            Id,
            nameof(Name),
            oldName,
            name));

        return Result.Success();
    }

    /// <summary>
    /// Deactivate method - raises Deactivated event
    /// </summary>
    public Result Deactivate(string reason, DateTime deactivatedAt)
    {
        if (!IsActive)
        {
            return Result.Failure({Entity}Errors.AlreadyDeactivated);
        }

        IsActive = false;
        UpdatedAt = deactivatedAt;

        RaiseDomainEvent(new {Entity}DeactivatedDomainEvent(Id, reason));

        return Result.Success();
    }
}

Template: Domain Event Handler

csharp
// src/{name}.application/{Feature}/EventHandlers/{Entity}CreatedDomainEventHandler.cs
using MediatR;
using Microsoft.Extensions.Logging;
using {name}.domain.{aggregate}.events;

namespace {name}.application.{feature}.eventhandlers;

/// <summary>
/// Handles {Entity}CreatedDomainEvent
/// </summary>
internal sealed class {Entity}CreatedDomainEventHandler
    : INotificationHandler<{Entity}CreatedDomainEvent>
{
    private readonly ILogger<{Entity}CreatedDomainEventHandler> _logger;

    public {Entity}CreatedDomainEventHandler(
        ILogger<{Entity}CreatedDomainEventHandler> logger)
    {
        _logger = logger;
    }

    public Task Handle(
        {Entity}CreatedDomainEvent notification,
        CancellationToken cancellationToken)
    {
        _logger.LogInformation(
            "{Entity} created: {EntityId} at {OccurredOn}",
            notification.{Entity}Id,
            notification.OccurredOnUtc);

        // Add any side effects here:
        // - Send notifications
        // - Update read models
        // - Trigger workflows
        // - Publish to external systems

        return Task.CompletedTask;
    }
}

Template: Event Handler with Side Effects

csharp
// src/{name}.application/Users/EventHandlers/UserRegisteredDomainEventHandler.cs
using MediatR;
using Microsoft.Extensions.Logging;
using {name}.application.abstractions.email;
using {name}.domain.users.events;

namespace {name}.application.users.eventhandlers;

/// <summary>
/// Sends welcome email when user registers
/// </summary>
internal sealed class UserRegisteredSendWelcomeEmailHandler
    : INotificationHandler<UserRegisteredDomainEvent>
{
    private readonly IEmailService _emailService;
    private readonly ILogger<UserRegisteredSendWelcomeEmailHandler> _logger;

    public UserRegisteredSendWelcomeEmailHandler(
        IEmailService emailService,
        ILogger<UserRegisteredSendWelcomeEmailHandler> logger)
    {
        _emailService = emailService;
        _logger = logger;
    }

    public async Task Handle(
        UserRegisteredDomainEvent notification,
        CancellationToken cancellationToken)
    {
        _logger.LogInformation(
            "Sending welcome email to user {UserId}",
            notification.UserId);

        await _emailService.SendWelcomeEmailAsync(
            notification.Email,
            notification.Name,
            cancellationToken);
    }
}

/// <summary>
/// Creates default settings when user registers
/// </summary>
internal sealed class UserRegisteredCreateDefaultSettingsHandler
    : INotificationHandler<UserRegisteredDomainEvent>
{
    private readonly IUserSettingsRepository _settingsRepository;
    private readonly IUnitOfWork _unitOfWork;

    public UserRegisteredCreateDefaultSettingsHandler(
        IUserSettingsRepository settingsRepository,
        IUnitOfWork unitOfWork)
    {
        _settingsRepository = settingsRepository;
        _unitOfWork = unitOfWork;
    }

    public async Task Handle(
        UserRegisteredDomainEvent notification,
        CancellationToken cancellationToken)
    {
        var settings = UserSettings.CreateDefault(notification.UserId);

        _settingsRepository.Add(settings);

        await _unitOfWork.SaveChangesAsync(cancellationToken);
    }
}

Template: Outbox Pattern Implementation

Outbox Message Entity

csharp
// src/{name}.infrastructure/Outbox/OutboxMessage.cs
namespace {name}.infrastructure.outbox;

/// <summary>
/// Represents a domain event stored for reliable delivery
/// </summary>
public sealed class OutboxMessage
{
    public Guid Id { get; set; }
    public string Type { get; set; } = string.Empty;
    public string Content { get; set; } = string.Empty;
    public DateTime OccurredOnUtc { get; set; }
    public DateTime? ProcessedOnUtc { get; set; }
    public string? Error { get; set; }
}

Outbox Configuration

csharp
// src/{name}.infrastructure/Configurations/OutboxMessageConfiguration.cs
using Microsoft.EntityFrameworkCore;
using Microsoft.EntityFrameworkCore.Metadata.Builders;
using {name}.infrastructure.outbox;

namespace {name}.infrastructure.configurations;

internal sealed class OutboxMessageConfiguration
    : IEntityTypeConfiguration<OutboxMessage>
{
    public void Configure(EntityTypeBuilder<OutboxMessage> builder)
    {
        builder.ToTable("outbox_message");

        builder.HasKey(o => o.Id);

        builder.Property(o => o.Type)
            .HasMaxLength(500)
            .IsRequired();

        builder.Property(o => o.Content)
            .HasColumnType("jsonb")
            .IsRequired();

        builder.Property(o => o.OccurredOnUtc)
            .IsRequired();

        builder.Property(o => o.ProcessedOnUtc);

        builder.Property(o => o.Error)
            .HasColumnType("text");

        // Index for efficient querying of unprocessed messages
        builder.HasIndex(o => o.ProcessedOnUtc)
            .HasFilter("processed_on_utc IS NULL");
    }
}

Adding Events to Outbox in DbContext

csharp
// src/{name}.infrastructure/ApplicationDbContext.cs
using System.Text.Json;
using Microsoft.EntityFrameworkCore;
using {name}.domain.abstractions;
using {name}.infrastructure.outbox;

namespace {name}.infrastructure;

public sealed class ApplicationDbContext : DbContext, IUnitOfWork
{
    private static readonly JsonSerializerOptions JsonOptions = new()
    {
        PropertyNamingPolicy = JsonNamingPolicy.CamelCase
    };

    public ApplicationDbContext(DbContextOptions<ApplicationDbContext> options)
        : base(options)
    {
    }

    public DbSet<OutboxMessage> OutboxMessages => Set<OutboxMessage>();

    protected override void OnModelCreating(ModelBuilder modelBuilder)
    {
        modelBuilder.ApplyConfigurationsFromAssembly(typeof(ApplicationDbContext).Assembly);
        base.OnModelCreating(modelBuilder);
    }

    public override async Task<int> SaveChangesAsync(CancellationToken cancellationToken = default)
    {
        // Convert domain events to outbox messages before saving
        AddDomainEventsAsOutboxMessages();

        return await base.SaveChangesAsync(cancellationToken);
    }

    private void AddDomainEventsAsOutboxMessages()
    {
        var entities = ChangeTracker
            .Entries<Entity>()
            .Where(e => e.Entity.GetDomainEvents().Any())
            .Select(e => e.Entity)
            .ToList();

        var domainEvents = entities
            .SelectMany(e => e.GetDomainEvents())
            .ToList();

        foreach (var domainEvent in domainEvents)
        {
            var outboxMessage = new OutboxMessage
            {
                Id = Guid.NewGuid(),
                Type = domainEvent.GetType().AssemblyQualifiedName!,
                Content = JsonSerializer.Serialize(
                    domainEvent,
                    domainEvent.GetType(),
                    JsonOptions),
                OccurredOnUtc = DateTime.UtcNow
            };

            OutboxMessages.Add(outboxMessage);
        }

        foreach (var entity in entities)
        {
            entity.ClearDomainEvents();
        }
    }
}

Outbox Processor Job (Quartz)

csharp
// src/{name}.infrastructure/Outbox/ProcessOutboxMessagesJob.cs
using System.Text.Json;
using MediatR;
using Microsoft.EntityFrameworkCore;
using Microsoft.Extensions.Logging;
using Quartz;
using {name}.domain.abstractions;

namespace {name}.infrastructure.outbox;

[DisallowConcurrentExecution]
internal sealed class ProcessOutboxMessagesJob : IJob
{
    private static readonly JsonSerializerOptions JsonOptions = new()
    {
        PropertyNamingPolicy = JsonNamingPolicy.CamelCase
    };

    private readonly ApplicationDbContext _dbContext;
    private readonly IPublisher _publisher;
    private readonly ILogger<ProcessOutboxMessagesJob> _logger;

    public ProcessOutboxMessagesJob(
        ApplicationDbContext dbContext,
        IPublisher publisher,
        ILogger<ProcessOutboxMessagesJob> logger)
    {
        _dbContext = dbContext;
        _publisher = publisher;
        _logger = logger;
    }

    public async Task Execute(IJobExecutionContext context)
    {
        _logger.LogInformation("Processing outbox messages...");

        var messages = await _dbContext
            .OutboxMessages
            .Where(m => m.ProcessedOnUtc == null)
            .OrderBy(m => m.OccurredOnUtc)
            .Take(20)
            .ToListAsync(context.CancellationToken);

        foreach (var message in messages)
        {
            try
            {
                var type = Type.GetType(message.Type);

                if (type is null)
                {
                    _logger.LogWarning(
                        "Could not resolve type {Type} for outbox message {MessageId}",
                        message.Type,
                        message.Id);

                    message.Error = $"Could not resolve type: {message.Type}";
                    message.ProcessedOnUtc = DateTime.UtcNow;
                    continue;
                }

                var domainEvent = JsonSerializer.Deserialize(
                    message.Content,
                    type,
                    JsonOptions) as IDomainEvent;

                if (domainEvent is null)
                {
                    _logger.LogWarning(
                        "Could not deserialize outbox message {MessageId}",
                        message.Id);

                    message.Error = "Could not deserialize message content";
                    message.ProcessedOnUtc = DateTime.UtcNow;
                    continue;
                }

                await _publisher.Publish(domainEvent, context.CancellationToken);

                message.ProcessedOnUtc = DateTime.UtcNow;

                _logger.LogInformation(
                    "Processed outbox message {MessageId} of type {Type}",
                    message.Id,
                    message.Type);
            }
            catch (Exception ex)
            {
                _logger.LogError(
                    ex,
                    "Error processing outbox message {MessageId}",
                    message.Id);

                message.Error = ex.ToString();
            }
        }

        await _dbContext.SaveChangesAsync(context.CancellationToken);
    }
}

Registering Quartz Job

csharp
// src/{name}.infrastructure/DependencyInjection.cs
private static void AddBackgroundJobs(IServiceCollection services)
{
    services.AddQuartz(configure =>
    {
        var jobKey = new JobKey(nameof(ProcessOutboxMessagesJob));

        configure
            .AddJob<ProcessOutboxMessagesJob>(jobKey)
            .AddTrigger(trigger =>
                trigger
                    .ForJob(jobKey)
                    .WithSimpleSchedule(schedule =>
                        schedule.WithIntervalInSeconds(10).RepeatForever()));
    });

    services.AddQuartzHostedService();
}

Event Naming Conventions

Event TypeNaming PatternExample
Created{Entity}CreatedDomainEventUserCreatedDomainEvent
Updated{Entity}UpdatedDomainEventUserUpdatedDomainEvent
Deleted{Entity}DeletedDomainEventUserDeletedDomainEvent
Status Change{Entity}{Status}DomainEventOrderShippedDomainEvent
Action{Entity}{Action}DomainEventPaymentProcessedDomainEvent

Critical Rules

  1. Events are immutable - Use record types
  2. Events are past tense - Something that happened
  3. Events are raised in domain - Not in handlers
  4. Handlers are independent - Can fail independently
  5. Use Outbox for reliability - Events survive crashes
  6. Don't await handlers - Fire and forget (via MediatR)
  7. Idempotent handlers - May process same event twice
  8. Events include context - Enough data to act without queries
  9. One aggregate per event - Clear ownership
  10. No return values - Events are notifications

Anti-Patterns to Avoid

csharp
// ❌ WRONG: Events with behavior
public record UserCreatedEvent
{
    public void SendEmail() { }  // Events should be data only!
}

// ✅ CORRECT: Pure data event
public record UserCreatedDomainEvent(Guid UserId, string Email) : DomainEvent;

// ❌ WRONG: Raising events in handler
internal sealed class CreateUserHandler : ICommandHandler<CreateUser, Guid>
{
    public async Task<Result<Guid>> Handle(...)
    {
        // Don't raise events here!
        await _publisher.Publish(new UserCreatedEvent(user.Id));
    }
}

// ✅ CORRECT: Raise events in entity
public static Result<User> Create(...)
{
    var user = new User(...);
    user.RaiseDomainEvent(new UserCreatedDomainEvent(user.Id, user.Email));
    return user;
}

// ❌ WRONG: Handler depends on other handler's result
internal sealed class Handler1 : INotificationHandler<Event>
{
    public async Task Handle(Event e, CancellationToken ct)
    {
        // Waiting for Handler2 to complete - bad!
        while (!await _service.IsHandler2Complete()) { }
    }
}

// ✅ CORRECT: Handlers are independent
internal sealed class Handler1 : INotificationHandler<Event>
{
    public Task Handle(Event e, CancellationToken ct)
    {
        // Does its own work, doesn't care about other handlers
        return DoWork(e, ct);
    }
}

Related Skills

  • dotnet-domain-entity-generator - Entities that raise events
  • dotnet-pipeline-behaviors - Event publishing behavior
  • dotnet-clean-architecture - Infrastructure layer setup
  • dotnet-cqrs-command-generator - Commands that trigger events

Frequently asked questions

What does the Dotnet Domain Events Generator AI skill do?

Generates Domain Events and their handlers following DDD patterns. Implements event raising in entities, MediatR notification handlers, and the Outbox pattern for reliable event processing.

Why use Dotnet Domain Events Generator on TypingMind?

Because you install it once and use it with any model. Dotnet Domain Events Generator 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 Dotnet Domain Events Generator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ronnythedev/dotnet-clean-architecture-skills/tree/main/skills/09-dotnet-domain-events-generator. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Dotnet Domain Events Generator?

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 Dotnet Domain Events Generator?

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

Is the Dotnet Domain Events Generator AI skill free?

It is published on GitHub by ronnythedev. Check the repository for licensing terms. 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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