Patterns and techniques for evaluating and improving AI agent outputs.
日本語の概要は準備中です。原文の説明を表示しています。
Designs AOT-first apps. Source gen over reflection, AOT-safe DI, serialization, factories.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
AOT-first application design patterns for .NET 8+: preferring source generators over reflection, explicit DI
registration over assembly scanning, AOT-safe serialization choices, library compatibility assessment, and factory
patterns replacing Activator.CreateInstance.
Version assumptions: .NET 8.0+ baseline. Patterns apply to all AOT-capable project types (console, ASP.NET Core Minimal APIs, worker services).
Cross-references: [skill:dotnet-native-aot] for the AOT publish pipeline, [skill:dotnet-trimming] for trim annotations
and library authoring, [skill:dotnet-serialization] for serialization patterns, [skill:dotnet-csharp-source-generators]
for source gen mechanics, [skill:dotnet-csharp-dependency-injection] for DI fundamentals, [skill:dotnet-containers] for
runtime-deps deployment, [skill:dotnet-native-interop] for general P/Invoke patterns and marshalling.
The primary AOT enabler is replacing runtime reflection with compile-time source generation. Source generators produce code at build time that the AOT compiler can analyze and include.
| Reflection Pattern | Source Generator / AOT-Safe Alternative | Library |
|---|---|---|
JsonSerializer.Deserialize<T>() | [JsonSerializable] context | System.Text.Json (built-in) |
Activator.CreateInstance<T>() | Factory pattern with explicit new | Manual |
Type.GetProperties() for mapping | [Mapper] attribute | Mapperly |
Regex pattern compilation | [GeneratedRegex] attribute | Built-in (.NET 7+) |
ILogger.Log(...) with string interpolation | [LoggerMessage] attribute | Microsoft.Extensions.Logging |
| Assembly scanning for DI | Explicit services.Add*() | Manual |
[DllImport] P/Invoke | [LibraryImport] | Built-in (.NET 7+) |
AutoMapper CreateMap<>() | [Mapper] source gen | Mapperly |
// BEFORE: Reflection-based (breaks under AOT)
var logger = loggerFactory.CreateLogger<OrderService>();
logger.LogInformation("Order {OrderId} created for {Customer}", order.Id, order.CustomerId);
// AFTER: Source-generated (AOT-safe, zero-alloc)
public partial class OrderService
{
[LoggerMessage(Level = LogLevel.Information,
Message = "Order {OrderId} created for {Customer}")]
private static partial void LogOrderCreated(
ILogger logger, int orderId, string customer);
}
// Usage:
LogOrderCreated(_logger, order.Id, order.CustomerId);
```text
See [skill:dotnet-csharp-source-generators] for source generator mechanics and authoring patterns.
---
## AOT-Safe DI Patterns
Dependency injection in AOT requires explicit service registration. Assembly scanning (`AddServicesFromAssembly`) and
open-generic resolution may require reflection that AOT cannot satisfy.
### Explicit Registration (Preferred)
```csharp
var builder = WebApplication.CreateSlimBuilder(args);
// Explicit registrations -- AOT-safe
builder.Services.AddSingleton<IOrderRepository, PostgresOrderRepository>();
builder.Services.AddScoped<IOrderService, OrderService>();
builder.Services.AddTransient<IEmailSender, SmtpEmailSender>();
builder.Services.AddSingleton(TimeProvider.System);
```text
### Avoid Assembly Scanning
```csharp
// BAD: Assembly scanning uses reflection -- breaks under AOT
builder.Services.Scan(scan => scan
.FromAssemblyOf<OrderService>()
.AddClasses(classes => classes.AssignableTo<IService>())
.AsImplementedInterfaces()
.WithScopedLifetime());
// GOOD: Explicit registrations grouped by concern
builder.Services.AddOrderServices();
builder.Services.AddInventoryServices();
// Extension method groups related registrations
public static class OrderServiceExtensions
{
public static IServiceCollection AddOrderServices(
this IServiceCollection services)
{
services.AddScoped<IOrderService, OrderService>();
services.AddScoped<IOrderRepository, PostgresOrderRepository>();
services.AddScoped<IOrderValidator, OrderValidator>();
return services;
}
}
```text
### Keyed Services (.NET 8+)
```csharp
// AOT-safe keyed service registration
builder.Services.AddKeyedSingleton<INotificationSender, EmailSender>("email");
builder.Services.AddKeyedSingleton<INotificationSender, SmsSender>("sms");
// Resolve by key
app.MapPost("/notify", ([FromKeyedServices("email")] INotificationSender sender) =>
sender.SendAsync("Hello"));
```text
See [skill:dotnet-csharp-dependency-injection] for full DI patterns.
---
## Serialization Choices for AOT
### Decision Matrix
| Serializer | AOT-Safe | Setup Required | Best For |
| ----------------------------- | -------- | ------------------------------------------- | ---------------------------- |
| System.Text.Json + source gen | Yes | `[JsonSerializable]` context | APIs, config, JSON interop |
| Protobuf (Google.Protobuf) | Yes | `.proto` schema files | gRPC, service-to-service |
| MessagePack + source gen | Yes | `[MessagePackObject]` + source gen resolver | Caching, real-time |
| Newtonsoft.Json | **No** | N/A | **Do not use for AOT** |
| STJ without source gen | **No** | N/A | **Falls back to reflection** |
### STJ Source Gen Setup
```csharp
// Define serializable types
[JsonSerializable(typeof(Product))]
[JsonSerializable(typeof(List<Product>))]
[JsonSourceGenerationOptions(
PropertyNamingPolicy = JsonKnownNamingPolicy.CamelCase)]
internal partial class AppJsonContext : JsonSerializerContext { }
// Register in ASP.NET Core
builder.Services.ConfigureHttpJsonOptions(options =>
{
options.SerializerOptions.TypeInfoResolverChain.Insert(0,
AppJsonContext.Default);
});
```json
See [skill:dotnet-serialization] for comprehensive serialization patterns.
---
## Factory Patterns Replacing Activator.CreateInstance
`Activator.CreateInstance` uses runtime reflection to create instances and is incompatible with AOT. Replace with
factory patterns that use explicit construction.
### Simple Factory
```csharp
// BAD: Reflection-based creation -- breaks under AOT
public T CreateHandler<T>() where T : class
=> (T)Activator.CreateInstance(typeof(T))!;
// NOTE: Activator.CreateInstance uses runtime reflection and is AOT-unfriendly.
// Prefer factory registration or explicit constructors in AOT builds. For example:
// Registration:
// services.AddSingleton<Func<Type, object>>(sp => t => ActivatorUtilities.CreateInstance(sp, t));
// Better (AOT-safe):
// services.AddSingleton<IPaymentProcessorFactory, PaymentProcessorFactory>();
// Then resolve via factory.Create("Stripe");
// GOOD: Factory with explicit registration
public class HandlerFactory
{
private readonly Dictionary<Type, Func<IHandler>> _factories = new();
public void Register<T>(Func<T> factory) where T : IHandler
=> _factories[typeof(T)] = () => factory();
public IHandler Create<T>() where T : IHandler
=> _factories[typeof(T)]();
}
// Registration
var factory = new HandlerFactory();
factory.Register<OrderHandler>(() => new OrderHandler(repository, logger));
factory.Register<PaymentHandler>(() => new PaymentHandler(gateway));
```text
### Strategy Pattern via DI
```csharp
// BAD: Dynamic type resolution
public IPaymentProcessor GetProcessor(string type)
{
var processorType = Type.GetType($"MyApp.Payments.{type}Processor");
return (IPaymentProcessor)Activator.CreateInstance(processorType!)!;
}
// GOOD: Keyed services (.NET 8+)
builder.Services.AddKeyedScoped<IPaymentProcessor, CreditCardProcessor>("CreditCard");
builder.Services.AddKeyedScoped<IPaymentProcessor, BankTransferProcessor>("BankTransfer");
builder.Services.AddKeyedScoped<IPaymentProcessor, WalletProcessor>("Wallet");
// Resolve at runtime without reflection
app.MapPost("/pay", (
[FromQuery] string type,
IServiceProvider sp) =>
{
var processor = sp.GetRequiredKeyedService<IPaymentProcessor>(type);
return processor.ProcessAsync();
});
```text
### Enum-Based Factory
```csharp
// For a fixed set of types, use a switch expression
public static IExporter CreateExporter(ExportFormat format) => format switch
{
ExportFormat.Csv => new CsvExporter(),
ExportFormat.Json => new JsonExporter(),
ExportFormat.Pdf => new PdfExporter(),
_ => throw new ArgumentOutOfRangeException(nameof(format))
};
```json
---
## Library Compatibility Assessment
### Assessment Checklist
Before adopting a NuGet package in an AOT project:
1. **Check for `IsAotCompatible` in the package source** -- packages that set this are validated against AOT analyzers
2. **Check for `[RequiresDynamicCode]` / `[RequiresUnreferencedCode]` annotations** -- these indicate AOT-incompatible
APIs
3. **Run AOT analyzers against your usage** -- `dotnet build /p:EnableAotAnalyzer=true`
4. **Check the package's GitHub issues for AOT/trimming reports** -- search for "Native AOT", "trimming", "IL2026",
"IL3050"
5. **Look for source-generated alternatives** -- many reflection-based libraries now have source-gen companions
### Common Library Status
| Library | AOT Status | AOT-Safe Alternative |
| --------------------- | -------------------------------- | ------------------------------- |
| AutoMapper | Breaks | Mapperly |
| MediatR | Partial (explicit registration) | Direct method calls or factory |
| FluentValidation | Partial | Manual validation or source gen |
| Dapper | Compatible (.NET 8+ AOT support) | -- |
| Entity Framework Core | Partial (precompiled queries) | Dapper for AOT-heavy paths |
| Refit | Compatible (7+ with source gen) | -- |
| Polly | Compatible (v8+) | -- |
| Serilog | Partial | `[LoggerMessage]` source gen |
| Hangfire | Breaks | Custom `IHostedService` |
### Testing Compatibility
```bash
# Build with all analyzers enabled
dotnet build /p:EnableAotAnalyzer=true /p:EnableTrimAnalyzer=true /p:TrimmerSingleWarn=false
# Warnings indicate AOT-incompatible usage
# IL3050 = RequiresDynamicCode (definitely breaks)
# IL2026 = RequiresUnreferencedCode (may break)
```text
---
## AOT Application Architecture Template
```text
src/
MyApp/
Program.cs # CreateSlimBuilder, explicit DI
MyApp.csproj # PublishAot=true, EnableAotAnalyzer=true
JsonContext.cs # [JsonSerializable] for all API types
Endpoints/
OrderEndpoints.cs # Minimal API route groups
ProductEndpoints.cs
Services/
OrderService.cs # Business logic (no reflection)
IOrderService.cs
Repositories/
OrderRepository.cs # Data access (Dapper or EF precompiled)
Extensions/
ServiceCollectionExtensions.cs # Grouped DI registrations
```csharp
---
## Agent Gotchas
1. **Do not use `Activator.CreateInstance` in AOT projects.** It requires runtime reflection that is not available. Use
factory patterns, DI keyed services, or switch expressions instead.
2. **Do not use assembly scanning for DI registration** (`Scan`, `RegisterAssemblyTypes`, `FromAssemblyOf`). These use
reflection to discover types at runtime. Register services explicitly.
3. **Do not use `System.Text.Json` without a `[JsonSerializable]` context in AOT.** Without a source-generated context,
STJ falls back to reflection and fails at runtime.
4. **Do not assume a library is AOT-compatible without testing.** Run `dotnet build /p:EnableAotAnalyzer=true` and check
for IL3050/IL2026 warnings against your specific usage.
5. **Do not use `Type.GetType()` or `Assembly.GetTypes()` for runtime discovery.** These rely on metadata that may be
trimmed. Use compile-time known types.
---
## Code Navigation (Serena MCP)
**Primary approach:** Use Serena symbol operations for efficient code navigation:
1. **Find definitions**: `serena_find_symbol` instead of text search
2. **Understand structure**: `serena_get_symbols_overview` for file organization
3. **Track references**: `serena_find_referencing_symbols` for impact analysis
4. **Precise edits**: `serena_replace_symbol_body` for clean modifications
**When to use Serena vs traditional tools:**
- ✅ **Use Serena**: Navigation, refactoring, dependency analysis, precise edits
- ✅ **Use Read/Grep**: Reading full files, pattern matching, simple text operations
- ✅ **Fallback**: If Serena unavailable, traditional tools work fine
**Example workflow:**
```text
# Instead of:
Read: src/Services/OrderService.cs
Grep: "public void ProcessOrder"
# Use:
serena_find_symbol: "OrderService/ProcessOrder"
serena_get_symbols_overview: "src/Services/OrderService.cs"
```
## References
- [Native AOT deployment](https://learn.microsoft.com/en-us/dotnet/core/deploying/native-aot/)
- [Source generation in .NET](https://learn.microsoft.com/en-us/dotnet/csharp/roslyn-sdk/source-generators-overview)
- [System.Text.Json source generation](https://learn.microsoft.com/en-us/dotnet/standard/serialization/system-text-json/source-generation)
- [LoggerMessage source generation](https://learn.microsoft.com/en-us/dotnet/core/extensions/logger-message-generator)
- [Mapperly object mapper](https://mapperly.riok.app/)
- [Prepare .NET libraries for trimming](https://learn.microsoft.com/en-us/dotnet/core/deploying/trimming/prepare-libraries-for-trimming)
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Patterns and techniques for evaluating and improving AI agent outputs.
日本語の概要は準備中です。原文の説明を表示しています。
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations.
日本語の概要は準備中です。原文の説明を表示しています。
Use when user requests research requiring multiple sources, comprehensive analysis, or synthesis across topics - technical research, domain knowledge gathering, market analysis, or learning about complex subjects
日本語の概要は準備中です。原文の説明を表示しています。
AI-powered wiki generation for code repositories with commands, agents, and skills
日本語の概要は準備中です。原文の説明を表示しています。
Use when building .NET 10 or C# 14 applications; when using minimal APIs, modular monolith patterns, or feature folders; when implementing HTTP resilience, Options pattern, Channels, or validation; when seeing outdated patterns like old extension method syntax
日本語の概要は準備中です。原文の説明を表示しています。
Implements accessible .NET UI. SemanticProperties, ARIA, AutomationPeer, testing per platform.
日本語の概要は準備中です。原文の説明を表示しています。