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。
Creates Roslyn source generators. IIncrementalGenerator, GeneratedRegex, LoggerMessage, STJ.
インストール方法を見る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。
Guidance for both creating and consuming Roslyn source generators in .NET. Creating: IIncrementalGenerator,
syntax providers, semantic analysis, emit patterns, diagnostic reporting, testing with CSharpGeneratorDriver.
Consuming: [GeneratedRegex], [LoggerMessage], System.Text.Json source generation, [JsonSerializable].
Cross-references: [skill:dotnet-csharp-modern-patterns] for partial properties and related C# features, [skill:dotnet-csharp-coding-standards] for naming conventions.
Source generators are shipped as analyzers targeting netstandard2.0.
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>netstandard2.0</TargetFramework>
<EnforceExtendedAnalyzerRules>true</EnforceExtendedAnalyzerRules>
<IsRoslynComponent>true</IsRoslynComponent>
<LangVersion>latest</LangVersion>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Microsoft.CodeAnalysis.Analyzers" Version="3.3.4" PrivateAssets="all" />
<PackageReference Include="Microsoft.CodeAnalysis.CSharp" Version="4.12.0" PrivateAssets="all" />
</ItemGroup>
</Project>
```csharp
> **Always target `netstandard2.0`.** Generators load into the compiler process, which requires this TFM for
> compatibility. Use `LangVersion>latest` to write modern C# in the generator itself.
### `IIncrementalGenerator` (Preferred)
Always use `IIncrementalGenerator` over the legacy `ISourceGenerator`. Incremental generators are cache-aware and only
re-run when inputs change, making them significantly faster in IDE scenarios.
```csharp
[Generator]
public sealed class AutoNotifyGenerator : IIncrementalGenerator
{
public void Initialize(IncrementalGeneratorInitializationContext context)
{
// Step 1: Filter syntax nodes to candidate fields
var fieldDeclarations = context.SyntaxProvider
.ForAttributeWithMetadataName(
"MyLib.AutoNotifyAttribute",
predicate: static (node, _) => node is FieldDeclarationSyntax,
transform: static (ctx, _) => GetFieldInfo(ctx))
.Where(static info => info is not null)
.Select(static (info, _) => info!.Value);
// Step 2: Group fields by containing type, then emit one file per type
context.RegisterSourceOutput(fieldDeclarations.Collect(),
static (spc, fields) => Execute(fields, spc));
}
private static FieldInfo? GetFieldInfo(
GeneratorAttributeSyntaxContext context)
{
var fieldSymbol = context.TargetSymbol as IFieldSymbol;
if (fieldSymbol is null)
return null;
var containingType = fieldSymbol.ContainingType;
// Use fully qualified type name to handle generic and nested types
var fullTypeName = containingType.ToDisplayString(
SymbolDisplayFormat.FullyQualifiedFormat
.WithGlobalNamespaceStyle(SymbolDisplayGlobalNamespaceStyle.Omitted));
return new FieldInfo(
fieldSymbol.ContainingNamespace.IsGlobalNamespace
? ""
: fieldSymbol.ContainingNamespace.ToDisplayString(),
containingType.Name,
fullTypeName,
fieldSymbol.Name,
fieldSymbol.Type.ToDisplayString());
}
private static void Execute(
ImmutableArray<FieldInfo> fields,
SourceProductionContext context)
{
// Group by fully qualified type name to emit one file per class
foreach (var group in fields.GroupBy(f => f.FullTypeName))
{
var first = group.First();
var ns = first.Namespace;
var className = first.ClassName;
var properties = new StringBuilder();
foreach (var field in group)
{
var propertyName = GetPropertyName(field.FieldName);
properties.AppendLine($$"""
public {{field.FieldType}} {{propertyName}}
{
get => {{field.FieldName}};
set
{
if (!global::System.Collections.Generic.EqualityComparer<{{field.FieldType}}>.Default.Equals({{field.FieldName}}, value))
{
{{field.FieldName}} = value;
PropertyChanged?.Invoke(this,
new global::System.ComponentModel.PropertyChangedEventArgs(nameof({{propertyName}})));
}
}
}
""");
}
// Handle global namespace (no namespace declaration)
var nsBlock = string.IsNullOrEmpty(ns) ? "" : $"namespace {ns};\n\n";
var source = $$"""
// <auto-generated/>
#nullable enable
{{nsBlock}}partial class {{className}}
: global::System.ComponentModel.INotifyPropertyChanged
{
public event global::System.ComponentModel.PropertyChangedEventHandler? PropertyChanged;
{{properties}}
}
""";
// Include namespace in hint name to avoid collisions across namespaces
var hintPrefix = string.IsNullOrEmpty(ns) ? className : $"{ns}.{className}";
context.AddSource($"{hintPrefix}.AutoNotify.g.cs", source);
}
}
private static string GetPropertyName(string fieldName)
=> fieldName.TrimStart('_') is [var first, .. var rest]
? $"{char.ToUpperInvariant(first)}{rest}"
: fieldName;
}
internal readonly record struct FieldInfo(
string Namespace,
string ClassName,
string FullTypeName,
string FieldName,
string FieldType);
```text
> **Scope note:** This example targets top-level, non-generic classes for clarity. A production generator should also
> handle generic type parameters (emitting matching `partial class Foo<T>` declarations) and nested types (emitting
> nested partial class hierarchies). Report a diagnostic for unsupported shapes rather than emitting invalid code.
### Key Pipeline Design Rules
1. **Filter early** -- Use `ForAttributeWithMetadataName` or `CreateSyntaxProvider` with a tight predicate to minimize
work.
2. **Transform to simple data** -- Extract only the data you need (strings, records) in the transform step. Never pass
`ISymbol` or `SyntaxNode` through the pipeline (they hold the compilation alive and break caching).
3. **Use value equality** -- Pipeline outputs are compared by value. Use `record struct` or implement `IEquatable<T>`
for custom types.
4. **Emit deterministic output** -- Same inputs must produce identical source. Use `// <auto-generated/>` and
`#nullable enable` headers.
### Syntax Providers
```csharp
// ForAttributeWithMetadataName -- most common, filters by attribute
var candidates = context.SyntaxProvider.ForAttributeWithMetadataName(
"MyLib.GenerateMapperAttribute",
predicate: static (node, _) => node is ClassDeclarationSyntax,
transform: static (ctx, _) => /* extract info */);
// CreateSyntaxProvider -- general-purpose, any syntax predicate
var candidates = context.SyntaxProvider.CreateSyntaxProvider(
predicate: static (node, _) => node is MethodDeclarationSyntax m
&& m.Modifiers.Any(SyntaxKind.PartialKeyword),
transform: static (ctx, _) => /* extract info */);
```text
### Diagnostic Reporting
Report errors and warnings through `SourceProductionContext` rather than throwing exceptions. To report
location-specific diagnostics, include a `Location` in your pipeline data (captured from the syntax node in the
transform step).
```csharp
private static readonly DiagnosticDescriptor InvalidFieldType = new(
id: "AN001",
title: "Invalid field type for AutoNotify",
messageFormat: "Field '{0}' must be a non-pointer type",
category: "AutoNotify",
defaultSeverity: DiagnosticSeverity.Error,
isEnabledByDefault: true);
// In the transform step, capture location:
var location = context.TargetNode.GetLocation();
// In the Execute method, report with location:
context.ReportDiagnostic(Diagnostic.Create(
InvalidFieldType,
location, // captured from syntax node, not from projected data
fieldName));
```text
> **Note:** `Location` is not value-equatable, so including it in your pipeline record breaks incremental caching. A
> common pattern is to carry it as a separate field that you exclude from equality, or report diagnostics in a
> `CreateSyntaxProvider` step before projecting to value types.
### Emit Patterns
```csharp
// Prefer raw string literals for templates (C# 11+, in the generator project)
var source = $$"""
// <auto-generated/>
#nullable enable
namespace {{ns}};
partial class {{className}}
{
{{generatedMembers}}
}
""";
context.AddSource($"{className}.g.cs", source);
```csharp
**File naming convention:** `{TypeName}.{Feature}.g.cs` -- the `.g.cs` suffix signals generated code and is excluded by
many linters.
### Post-Init Output (Static Source)
Use `RegisterPostInitializationOutput` for marker attributes and helper types that do not depend on user code:
```csharp
context.RegisterPostInitializationOutput(static ctx =>
{
ctx.AddSource("AutoNotifyAttribute.g.cs", """
// <auto-generated/>
namespace MyLib;
[System.AttributeUsage(System.AttributeTargets.Field)]
internal sealed class AutoNotifyAttribute : System.Attribute { }
""");
});
```text
---
## Testing Source Generators
Use `CSharpGeneratorDriver` to run generators in-memory and verify output.
```csharp
using Microsoft.CodeAnalysis;
using Microsoft.CodeAnalysis.CSharp;
[Fact]
public void Generator_ProducesExpectedOutput()
{
// Arrange
var source = """
using MyLib;
namespace TestApp;
public partial class ViewModel
{
[AutoNotify]
private string _name = "";
}
""";
var syntaxTree = CSharpSyntaxTree.ParseText(source);
var references = AppDomain.CurrentDomain.GetAssemblies()
.Where(a => !a.IsDynamic && !string.IsNullOrEmpty(a.Location))
.Select(a => MetadataReference.CreateFromFile(a.Location))
.Cast<MetadataReference>()
.ToList();
var compilation = CSharpCompilation.Create("TestAssembly",
[syntaxTree],
references,
new CSharpCompilationOptions(OutputKind.DynamicallyLinkedLibrary));
var generator = new AutoNotifyGenerator();
// Act
GeneratorDriver driver = CSharpGeneratorDriver.Create(generator);
driver = driver.RunGeneratorsAndUpdateCompilation(
compilation, out var outputCompilation, out var diagnostics);
// Assert
Assert.Empty(diagnostics.Where(d => d.Severity == DiagnosticSeverity.Error));
var runResult = driver.GetRunResult();
Assert.Single(runResult.GeneratedTrees);
var generatedSource = runResult.GeneratedTrees[0].GetText().ToString();
Assert.Contains("public string Name", generatedSource);
}
```text
### Snapshot Testing (Verify)
For more robust testing, use the [Verify.SourceGenerators](https://github.com/VerifyTests/Verify.SourceGenerators)
package to snapshot-test generated output:
```csharp
[Fact]
public Task Generator_SnapshotTest()
{
var source = """
using MyLib;
namespace TestApp;
public partial class ViewModel
{
[AutoNotify]
private string _name = "";
}
""";
return TestHelper.Verify(source);
}
```text
---
## Consuming Built-In Source Generators
### `[GeneratedRegex]` (net7.0+)
Compile-time regex generation. Zero runtime compilation cost, AOT-compatible.
```csharp
public partial class Validators
{
[GeneratedRegex(@"^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$",
RegexOptions.Compiled | RegexOptions.IgnoreCase)]
private static partial Regex EmailRegex();
public static bool IsValidEmail(string email)
=> EmailRegex().IsMatch(email);
}
```text
**Key rules:**
- Method must be `static partial` returning `Regex`
- Place on `partial class` (or `partial struct`)
- Replaces `new Regex(...)` with zero allocation at runtime
- Supports all `RegexOptions` except `RegexOptions.Compiled` (which is ignored -- the source generator replaces it)
### `[LoggerMessage]` (net6.0+)
High-performance structured logging with zero-allocation at log-disabled levels.
```csharp
public static partial class LogMessages
{
[LoggerMessage(Level = LogLevel.Information,
Message = "Processing order {OrderId} for customer {CustomerId}")]
public static partial void OrderProcessing(
this ILogger logger, int orderId, string customerId);
[LoggerMessage(Level = LogLevel.Error,
Message = "Failed to process order {OrderId}")]
public static partial void OrderProcessingFailed(
this ILogger logger, int orderId, Exception exception);
}
// Usage
logger.OrderProcessing(order.Id, order.CustomerId);
```text
**Key rules:**
- Methods must be `static partial` in a `partial class`
- Parameters matching `{Placeholder}` in the message are logged as structured data
- `Exception` parameter is logged automatically (do not include in message template)
- Event IDs are auto-assigned if not specified; specify explicit IDs for stable telemetry
### System.Text.Json Source Generation (net6.0+)
AOT-compatible JSON serialization. Eliminates runtime reflection.
```csharp
[JsonSerializable(typeof(Order))]
[JsonSerializable(typeof(List<Order>))]
[JsonSerializable(typeof(Customer))]
[JsonSourceGenerationOptions(
PropertyNamingPolicy = JsonKnownNamingPolicy.CamelCase,
DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull)]
public partial class AppJsonContext : JsonSerializerContext;
```json
#### Registration in ASP.NET Core
```csharp
builder.Services.ConfigureHttpJsonOptions(options =>
{
options.SerializerOptions.TypeInfoResolverChain.Insert(0, AppJsonContext.Default);
});
// Or for Minimal APIs
app.MapGet("/orders/{id}", async (int id, IOrderService service) =>
{
var order = await service.GetByIdAsync(id);
return order is not null
? Results.Ok(order)
: Results.NotFound();
});
```text
#### Manual Serialization
```csharp
// Serialize
var json = JsonSerializer.Serialize(order, AppJsonContext.Default.Order);
// Deserialize
var order = JsonSerializer.Deserialize(json, AppJsonContext.Default.Order);
// With stream
await JsonSerializer.SerializeAsync(stream, orders,
AppJsonContext.Default.ListOrder);
```json
**Key rules:**
- Register all types that need serialization in `[JsonSerializable]` attributes
- Use `TypeInfoResolverChain` (net8.0+) to combine multiple contexts
- Required for Native AOT -- reflection-based serialization is trimmed
- See [skill:dotnet-csharp-modern-patterns] for related C# features used in generated code
### `[JsonSerializable]` with Polymorphism (net7.0+)
```csharp
[JsonDerivedType(typeof(CreditCardPayment), "credit")]
[JsonDerivedType(typeof(BankTransferPayment), "bank")]
public abstract class Payment
{
public decimal Amount { get; init; }
}
public class CreditCardPayment : Payment
{
public required string CardLast4 { get; init; }
}
public class BankTransferPayment : Payment
{
public required string AccountNumber { get; init; }
}
[JsonSerializable(typeof(Payment))]
public partial class PaymentJsonContext : JsonSerializerContext;
```json
---
## Generator Reference: Packaging and Consumption
### Referencing a Generator in a Consuming Project
```xml
<ItemGroup>
<ProjectReference Include="..\MyGenerator\MyGenerator.csproj"
OutputItemType="Analyzer"
ReferenceOutputAssembly="false" />
</ItemGroup>
```csharp
### NuGet Package Layout
When shipping a generator as a NuGet package, place the assembly under `analyzers/dotnet/cs/`:
```text
MyGenerator.nupkg
analyzers/
dotnet/
cs/
MyGenerator.dll
lib/
netstandard2.0/
_._ (empty placeholder if no runtime dependency)
```text
```xml
<!-- In the generator .csproj -->
<PropertyGroup>
<IncludeBuildOutput>false</IncludeBuildOutput>
<DevelopmentDependency>true</DevelopmentDependency>
</PropertyGroup>
<ItemGroup>
<None Include="$(OutputPath)\$(AssemblyName).dll"
Pack="true"
PackagePath="analyzers/dotnet/cs" />
</ItemGroup>
```text
---
## Debugging Source Generators
```csharp
// Add to Initialize() for attach-debugger workflow
#if DEBUG
if (!System.Diagnostics.Debugger.IsAttached)
{
System.Diagnostics.Debugger.Launch();
}
#endif
```text
Alternatively, emit generated files to disk for inspection:
```xml
<!-- In the consuming project -->
<PropertyGroup>
<EmitCompilerGeneratedFiles>true</EmitCompilerGeneratedFiles>
<CompilerGeneratedFilesOutputPath>Generated</CompilerGeneratedFilesOutputPath>
</PropertyGroup>
```text
Add `Generated/` to `.gitignore`.
---
## 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
- [Source Generator Cookbook](https://github.com/dotnet/roslyn/blob/main/docs/features/incremental-generators.cookbook.md)
- [Incremental Generators](https://github.com/dotnet/roslyn/blob/main/docs/features/incremental-generators.md)
- [GeneratedRegex source generator](https://learn.microsoft.com/en-us/dotnet/standard/base-types/regular-expression-source-generators)
- [Compile-time logging source generation](https://learn.microsoft.com/en-us/dotnet/core/extensions/logger-message-generator)
- [System.Text.Json source generation](https://learn.microsoft.com/en-us/dotnet/standard/serialization/system-text-json/source-generation)
- [.NET Framework Design Guidelines](https://learn.microsoft.com/en-us/dotnet/standard/design-guidelines/)
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。