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。
Serializes data. System.Text.Json source generators, Protobuf, MessagePack, AOT-safe patterns.
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-friendly serialization patterns for .NET applications. Covers System.Text.Json source generators for compile-time serialization, Protocol Buffers (Protobuf) for efficient binary serialization, and MessagePack for high-performance compact binary format. Includes performance tradeoff guidance for choosing the right serializer and warnings about reflection-based serialization in AOT scenarios.
Cross-references: [skill:dotnet-csharp-source-generators] for understanding how STJ source generators work under the hood. See [skill:dotnet-integration-testing] for testing serialization round-trip correctness.
| Format | Library | AOT-Safe | Human-Readable | Relative Size | Relative Speed | Best For |
|---|---|---|---|---|---|---|
| JSON | System.Text.Json (source gen) | Yes | Yes | Largest | Good | APIs, config, web clients |
| Protobuf | Google.Protobuf | Yes | No | Smallest | Fastest | Service-to-service, gRPC wire format |
| MessagePack | MessagePack-CSharp | Yes (with AOT resolver) | No | Small | Fast | High-throughput caching, real-time |
| JSON | Newtonsoft.Json | No (reflection) | Yes | Largest | Slower | Legacy only -- do not use for AOT |
.proto files..proto schema management. Good for caching layers,
real-time messaging, and high-throughput scenarios where schema evolution is managed via attributes.System.Text.Json source generators produce compile-time serialization code, eliminating runtime reflection. This is required for Native AOT and strongly recommended for all new projects. See [skill:dotnet-csharp-source-generators] for the underlying incremental generator mechanics.
Define a JsonSerializerContext with [JsonSerializable] attributes for each type you serialize:
using System.Text.Json.Serialization;
[JsonSerializable(typeof(Order))]
[JsonSerializable(typeof(List<Order>))]
[JsonSerializable(typeof(OrderStatus))]
public partial class AppJsonContext : JsonSerializerContext
{
}
```json
### Using the Generated Context
```csharp
// Serialize
string json = JsonSerializer.Serialize(order, AppJsonContext.Default.Order);
// Deserialize
Order? result = JsonSerializer.Deserialize(json, AppJsonContext.Default.Order);
// With options (created once, reused)
var options = new JsonSerializerOptions
{
PropertyNamingPolicy = JsonNamingPolicy.CamelCase,
TypeInfoResolver = AppJsonContext.Default
};
string json = JsonSerializer.Serialize(order, options);
```json
### ASP.NET Core Integration
Register the source-generated context so Minimal APIs use it automatically. Note that `ConfigureHttpJsonOptions` applies to Minimal APIs only -- MVC controllers require separate configuration via `AddJsonOptions`:
```csharp
var builder = WebApplication.CreateBuilder(args);
// Minimal APIs: ConfigureHttpJsonOptions
builder.Services.ConfigureHttpJsonOptions(options =>
{
options.SerializerOptions.TypeInfoResolverChain.Insert(0, AppJsonContext.Default);
});
// MVC Controllers: AddJsonOptions (if using controllers)
builder.Services.AddControllers()
.AddJsonOptions(options =>
{
options.JsonSerializerOptions.TypeInfoResolverChain.Insert(0, AppJsonContext.Default);
});
var app = builder.Build();
// Minimal API endpoints automatically use the registered context
app.MapGet("/orders/{id}", async (int id, OrderService service) =>
{
var order = await service.GetAsync(id);
return order is not null ? Results.Ok(order) : Results.NotFound();
});
app.MapPost("/orders", async (Order order, OrderService service) =>
{
await service.CreateAsync(order);
return Results.Created($"/orders/{order.Id}", order);
});
```text
### Combining Multiple Contexts
When your application has multiple serialization contexts (e.g., different bounded contexts or libraries):
```csharp
builder.Services.ConfigureHttpJsonOptions(options =>
{
options.SerializerOptions.TypeInfoResolver = JsonTypeInfoResolver.Combine(
AppJsonContext.Default,
CatalogJsonContext.Default,
InventoryJsonContext.Default
);
});
```json
### Common Configuration
```csharp
[JsonSourceGenerationOptions(
PropertyNamingPolicy = JsonKnownNamingPolicy.CamelCase,
DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull,
WriteIndented = false)]
[JsonSerializable(typeof(Order))]
[JsonSerializable(typeof(List<Order>))]
public partial class AppJsonContext : JsonSerializerContext
{
}
```json
### Handling Polymorphism
```csharp
[JsonDerivedType(typeof(CreditCardPayment), "credit_card")]
[JsonDerivedType(typeof(BankTransferPayment), "bank_transfer")]
[JsonDerivedType(typeof(WalletPayment), "wallet")]
public abstract class Payment
{
public decimal Amount { get; init; }
public string Currency { get; init; } = "USD";
}
public class CreditCardPayment : Payment
{
public string Last4Digits { get; init; } = "";
}
// Register the base type -- derived types are discovered via attributes
[JsonSerializable(typeof(Payment))]
public partial class AppJsonContext : JsonSerializerContext
{
}
```json
---
## Protobuf Serialization
Protocol Buffers provide schema-first binary serialization. Protobuf is the default wire format for gRPC and is AOT-safe.
### Package
```xml
<PackageReference Include="Google.Protobuf" Version="3.*" />
<PackageReference Include="Grpc.Tools" Version="2.*" PrivateAssets="All" />
```xml
### Proto File
```protobuf
syntax = "proto3";
import "google/protobuf/timestamp.proto";
option csharp_namespace = "MyApp.Contracts";
message OrderMessage {
int32 id = 1;
string customer_id = 2;
repeated OrderItemMessage items = 3;
google.protobuf.Timestamp created_at = 4;
}
message OrderItemMessage {
string product_id = 1;
int32 quantity = 2;
double unit_price = 3;
}
```text
### Standalone Protobuf (Without gRPC)
Use Protobuf for binary serialization without gRPC when you need compact payloads for caching, messaging, or file storage:
```csharp
using Google.Protobuf;
// Serialize to bytes
byte[] bytes = order.ToByteArray();
// Deserialize from bytes
var restored = OrderMessage.Parser.ParseFrom(bytes);
// Serialize to stream
using var stream = File.OpenWrite("order.bin");
order.WriteTo(stream);
```text
### Proto File Registration in .csproj
```xml
<ItemGroup>
<Protobuf Include="Protos\*.proto" GrpcServices="Both" />
</ItemGroup>
```xml
---
## MessagePack Serialization
MessagePack-CSharp provides high-performance binary serialization with smaller payloads than JSON and good .NET integration.
### Package
```xml
<PackageReference Include="MessagePack" Version="3.*" />
<!-- For AOT support -->
<PackageReference Include="MessagePack.SourceGenerator" Version="3.*" />
```xml
### Basic Usage with Source Generator (AOT-Safe)
```csharp
using MessagePack;
[MessagePackObject]
public partial class Order
{
[Key(0)]
public int Id { get; init; }
[Key(1)]
public string CustomerId { get; init; } = "";
[Key(2)]
public List<OrderItem> Items { get; init; } = [];
[Key(3)]
public DateTimeOffset CreatedAt { get; init; }
}
```text
### Serialization
```csharp
// Serialize
byte[] bytes = MessagePackSerializer.Serialize(order);
// Deserialize
var restored = MessagePackSerializer.Deserialize<Order>(bytes);
// With compression (LZ4)
var lz4Options = MessagePackSerializerOptions.Standard.WithCompression(
MessagePackCompression.Lz4BlockArray);
byte[] compressed = MessagePackSerializer.Serialize(order, lz4Options);
```text
### AOT Resolver Setup
For Native AOT compatibility, use the MessagePack source generator to produce a resolver:
```csharp
// In your project, the source generator automatically produces a resolver
// from types annotated with [MessagePackObject].
// Register the generated resolver at startup:
MessagePackSerializer.DefaultOptions = MessagePackSerializerOptions.Standard
.WithResolver(GeneratedResolver.Instance);
```text
---
## Anti-Patterns: Reflection-Based Serialization
**Do not use reflection-based serializers in Native AOT or trimming scenarios.** Reflection-based serialization fails at runtime when the linker removes type metadata.
### Newtonsoft.Json (JsonConvert)
Newtonsoft.Json (`JsonConvert.SerializeObject` / `JsonConvert.DeserializeObject`) relies heavily on runtime reflection. It is **incompatible** with Native AOT and trimming:
```csharp
// BAD: Reflection-based -- fails under AOT/trimming
var json = JsonConvert.SerializeObject(order);
var order = JsonConvert.DeserializeObject<Order>(json);
// GOOD: Source-generated -- AOT-safe
var json = JsonSerializer.Serialize(order, AppJsonContext.Default.Order);
var order = JsonSerializer.Deserialize(json, AppJsonContext.Default.Order);
```json
### System.Text.Json Without Source Generators
Even System.Text.Json falls back to reflection without a source-generated context:
```csharp
// BAD: No context -- uses runtime reflection
var json = JsonSerializer.Serialize(order);
// GOOD: Explicit context -- uses source-generated code
var json = JsonSerializer.Serialize(order, AppJsonContext.Default.Order);
```json
### Migration Path from Newtonsoft.Json
1. Replace `JsonConvert.SerializeObject` / `DeserializeObject` with `JsonSerializer.Serialize` / `Deserialize`
2. Replace `[JsonProperty]` with `[JsonPropertyName]`
3. Replace `JsonConverter` base class with `JsonConverter<T>` from System.Text.Json
4. Create a `JsonSerializerContext` with `[JsonSerializable]` for all serialized types
5. Replace `JObject` / `JToken` dynamic access with `JsonDocument` / `JsonElement` or strongly-typed models
6. Test serialization round-trips -- attribute semantics differ between libraries
---
## Performance Guidance
### Throughput Benchmarks (Approximate)
| Format | Serialize (ops/sec) | Deserialize (ops/sec) | Payload Size |
|--------|--------------------|-----------------------|-------------|
| Protobuf | Highest | Highest | Smallest |
| MessagePack | High | High | Small |
| STJ Source Gen | Good | Good | Larger (text) |
| STJ Reflection | Moderate | Moderate | Larger (text) |
| Newtonsoft.Json | Lower | Lower | Larger (text) |
### Optimization Tips
- **Reuse `JsonSerializerOptions`** -- creating options is expensive; create once and reuse
- **Use `JsonSerializerContext`** -- eliminates warm-up cost and reduces allocation
- **Use `Utf8JsonWriter` / `Utf8JsonReader`** for streaming scenarios where you process JSON without full materialization
- **Use Protobuf `ByteString`** for binary data instead of base64-encoded strings in JSON
- **Enable MessagePack LZ4 compression** for large payloads over the wire
---
## Key Principles
- **Default to System.Text.Json with source generators** for all JSON serialization -- it is AOT-safe, fast, and built into the framework
- **Use Protobuf for service-to-service binary serialization** -- especially as the wire format for gRPC
- **Use MessagePack for high-throughput caching and real-time** -- when binary compactness matters but `.proto` schema management is unwanted
- **Never use Newtonsoft.Json for new AOT-targeted projects** -- it is reflection-based and incompatible with trimming
- **Always register `JsonSerializerContext` in ASP.NET Core** -- use `ConfigureHttpJsonOptions` for Minimal APIs and `AddJsonOptions` for MVC controllers (they are separate registrations)
- **Annotate all serialized types** -- STJ source generators only generate code for types listed in `[JsonSerializable]`; MessagePack requires `[MessagePackObject]`
See [skill:dotnet-native-aot] for comprehensive AOT compilation pipeline, [skill:dotnet-aot-architecture] for AOT-first design patterns, and [skill:dotnet-trimming] for trimming strategies and ILLink descriptor configuration.
---
## Agent Gotchas
1. **Do not use `JsonSerializer.Serialize(obj)` without a context in AOT projects** -- it falls back to reflection and fails at runtime. Always pass the source-generated `TypeInfo`.
2. **Do not forget to list collection types in `[JsonSerializable]`** -- `[JsonSerializable(typeof(Order))]` does not cover `List<Order>`. Add `[JsonSerializable(typeof(List<Order>))]` separately.
3. **Do not use Newtonsoft.Json `[JsonProperty]` attributes with System.Text.Json** -- they are silently ignored. Use `[JsonPropertyName]` instead.
4. **Do not mix MessagePack `[Key]` integer keys with `[Key]` string keys** in the same type hierarchy -- pick one strategy and stay consistent.
5. **Do not omit `GrpcServices` attribute on `<Protobuf>` items** -- without it, both client and server stubs are generated, which may cause build errors if you only need one.
---
## References
- [System.Text.Json source generation](https://learn.microsoft.com/en-us/dotnet/standard/serialization/system-text-json/source-generation)
- [Migrate from Newtonsoft.Json to System.Text.Json](https://learn.microsoft.com/en-us/dotnet/standard/serialization/system-text-json/migrate-from-newtonsoft)
- [Protocol Buffers for .NET](https://learn.microsoft.com/en-us/dotnet/architecture/grpc-for-wcf-developers/protobuf-data-types)
- [MessagePack-CSharp](https://github.com/MessagePack-CSharp/MessagePack-CSharp)
- [Native AOT deployment](https://learn.microsoft.com/en-us/dotnet/core/deploying/native-aot/)
Primary approach: Use Serena symbol operations for efficient code navigation:
serena_find_symbol instead of text searchserena_get_symbols_overview for file organizationserena_find_referencing_symbols for impact analysisserena_replace_symbol_body for clean modificationsWhen to use Serena vs traditional tools:
Example workflow:
# 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"
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.
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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
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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。