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。
Chooses inter-service protocols. REST vs gRPC vs SignalR vs SSE decision matrix, tradeoffs.
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。
Higher-level routing skill for choosing the right service communication protocol. Provides a decision matrix mapping requirements (latency, direction, client type, payload format, browser support) to the five primary .NET communication protocols: gRPC, SignalR, SSE, JSON-RPC 2.0, and REST. Routes to specialized skills for implementation depth.
Cross-references: [skill:dotnet-grpc] for gRPC implementation, [skill:dotnet-realtime-communication] for SignalR/SSE/JSON-RPC details, [skill:dotnet-http-client] for REST/HTTP client patterns. See [skill:dotnet-integration-testing] for testing service communication patterns.
Use this matrix to choose the right protocol based on your requirements:
| Requirement | gRPC | SignalR | SSE | JSON-RPC 2.0 | REST |
|---|---|---|---|---|---|
| Direction | All four patterns | Full-duplex | Server-to-client | Request-response | Request-response |
| Wire format | Protobuf (binary) | JSON or MessagePack | Text (JSON lines) | JSON | JSON/XML |
| Browser support | gRPC-Web (proxy needed) | Yes (JS client) | Yes (native EventSource) | Via WebSocket | Yes (fetch/XHR) |
| Contract | .proto schema | Hub interface | Convention | JSON-RPC spec | OpenAPI/Swagger |
| Latency | Lowest | Low | Low | Medium | Medium |
| Throughput | Highest | High | Moderate | Moderate | Moderate |
| Streaming | All 4 patterns | Server + client streaming | Server push only | No | No (chunked transfer) |
| Connection | HTTP/2 persistent | WebSocket (with fallback) | HTTP/1.1+ persistent | Transport-dependent | Per-request |
| Service-to-service | Excellent | Good | Limited | Niche | Good |
| AOT-friendly | Yes (Protobuf) | Yes | Yes | Yes | Yes (with STJ source gen) |
Is this service-to-service (no browser)?
├── Yes → Do you need streaming?
│ ├── Yes → gRPC streaming [skill:dotnet-grpc]
│ └── No → Is it request-response?
│ ├── High throughput / binary → gRPC (unary) [skill:dotnet-grpc]
│ └── Standard CRUD / public API → REST [skill:dotnet-http-client]
└── No (browser client) → Do you need real-time?
├── Yes → Do you need bidirectional?
│ ├── Yes → SignalR [skill:dotnet-realtime-communication]
│ └── No (server push only) → SSE [skill:dotnet-realtime-communication]
└── No → REST [skill:dotnet-http-client]
Special cases:
- LSP / tooling protocol → JSON-RPC 2.0 [skill:dotnet-realtime-communication]
- Mixed (browser + service-to-service) → REST for browser, gRPC for internal
```json
---
## Protocol Profiles
### gRPC
**Best for:** Service-to-service communication, high-throughput streaming, strongly-typed contracts.
- Schema-first development with `.proto` files
- All four streaming patterns: unary, server streaming, client streaming, bidirectional
- Binary serialization (Protobuf) for smallest payloads and fastest throughput
- Built-in code generation for client and server stubs
- Native load balancing and health check protocol support
**When NOT to use:** Direct browser communication (requires gRPC-Web proxy), simple CRUD APIs consumed by external clients, scenarios where human-readable payloads are required.
See [skill:dotnet-grpc] for full implementation details.
### SignalR
**Best for:** Browser-facing real-time applications, interactive dashboards, chat, collaborative features.
- Automatic transport negotiation (WebSocket → SSE → Long Polling)
- Built-in group management and user targeting
- Hub abstraction with strongly-typed interfaces
- Scales with Redis backplane or Azure SignalR Service
- Supports JSON and MessagePack serialization
**When NOT to use:** Server-to-client-only push (use SSE instead), service-to-service (use gRPC instead), scenarios where the SignalR client library cannot be included.
See [skill:dotnet-realtime-communication] for SignalR patterns and hub implementation.
### Server-Sent Events (SSE)
**Best for:** Simple server-to-client push notifications, live feeds, status updates.
- Built-in to ASP.NET Core in .NET 10 via `TypedResults.ServerSentEvents`
- Browser-native `EventSource` API -- no client library needed
- Automatic reconnection with `Last-Event-ID`
- Works through HTTP/1.1 proxies that block WebSocket upgrade
- Lightest-weight real-time option
**When NOT to use:** Bidirectional communication (use SignalR), high-throughput binary streaming (use gRPC), client-to-server messages needed.
See [skill:dotnet-realtime-communication] for SSE implementation details.
### JSON-RPC 2.0
**Best for:** Tooling protocols (Language Server Protocol), structured RPC over simple transports.
- Transport-agnostic (HTTP, WebSocket, stdio, named pipes)
- Well-defined request/response/notification semantics
- Used by Visual Studio, VS Code, and .NET tooling via StreamJsonRpc
- Lightweight alternative to gRPC when schema management is unwanted
**When NOT to use:** Real-time streaming (use SignalR or gRPC), high-throughput service-to-service (use gRPC), standard web APIs (use REST).
See [skill:dotnet-realtime-communication] for JSON-RPC 2.0 patterns.
### REST (HTTP APIs)
**Best for:** Public APIs, standard CRUD operations, broad client compatibility.
- Universal client support (any HTTP client)
- Human-readable payloads (JSON)
- Rich ecosystem (OpenAPI, Swagger UI, API versioning)
- Stateless request-response model
- ASP.NET Core Minimal APIs or MVC controllers
**When NOT to use:** Real-time push (use SSE or SignalR), high-throughput service-to-service (use gRPC), bidirectional streaming (use SignalR or gRPC).
See [skill:dotnet-http-client] for HTTP client patterns, resilience, and `IHttpClientFactory`.
---
## Common Architecture Patterns
### API Gateway with Mixed Protocols
```text
Browser ─── REST/SignalR ──→ API Gateway ──→ gRPC ──→ Internal Services
──→ gRPC ──→ Order Service
──→ gRPC ──→ Inventory Service
```text
Use REST for public-facing APIs and SignalR for real-time browser features. Internal service-to-service communication uses gRPC for performance. The API gateway translates between protocols.
### Event-Driven with SSE
```text
Internal Services ──→ Message Broker ──→ SSE Endpoint ──→ Browser Dashboard
──→ gRPC Stream ──→ Monitoring Service
```text
Internal events flow through a message broker. Browser dashboards consume via SSE. Other services consume via gRPC streaming for higher throughput.
### Dual-Protocol Services
A single ASP.NET Core host can serve both gRPC and REST:
```csharp
var builder = WebApplication.CreateBuilder(args);
builder.Services.AddGrpc();
builder.Services.AddControllers();
var app = builder.Build();
// gRPC for internal service-to-service
app.MapGrpcService<OrderGrpcService>();
// REST for external clients
app.MapControllers();
// SSE for real-time browser updates
app.MapGet("/events/orders", (OrderEventService svc, CancellationToken ct) =>
TypedResults.ServerSentEvents(svc.GetEventsAsync(ct)));
```text
---
## Key Principles
- **Use gRPC for service-to-service** -- it provides the best throughput, strongly-typed contracts, and all streaming patterns
- **Use REST for public APIs** -- universal client support, human-readable, extensive tooling ecosystem
- **Use SignalR for browser real-time** -- automatic transport negotiation and built-in group management
- **Use SSE for simple server push** -- lightest option when bidirectional communication is not needed
- **Mix protocols when appropriate** -- a single ASP.NET Core host can serve gRPC, REST, SignalR, and SSE simultaneously
- **Route based on client type** -- browser clients get REST/SignalR/SSE; internal services get gRPC
See [skill:dotnet-native-aot] for AOT compilation pipeline and [skill:dotnet-aot-architecture] for AOT-compatible communication patterns.
---
## Agent Gotchas
1. **Do not default to gRPC for browser-facing APIs** -- browsers cannot speak HTTP/2 trailers natively. Use gRPC-Web with a proxy or choose REST/SignalR/SSE.
2. **Do not use SignalR for service-to-service** -- gRPC provides better performance, code generation, and streaming for backend communication.
3. **Do not add SignalR when SSE suffices** -- if you only need server-to-client push, SSE is simpler, requires no client library, and has automatic reconnection built into browsers.
4. **Do not use REST for high-throughput internal communication** -- JSON text serialization and per-request connections add overhead vs gRPC's binary format and persistent HTTP/2 connections.
5. **Do not forget AOT considerations** -- REST endpoints using System.Text.Json need source-generated contexts for AOT. See [skill:dotnet-serialization] for details.
6. **Do not expose gRPC services to untrusted clients without gRPC-Web** -- raw gRPC requires HTTP/2, which is not universally available in all environments (e.g., some proxies, older browsers).
---
## References
- [Choose between gRPC and REST](https://learn.microsoft.com/en-us/aspnet/core/grpc/comparison?view=aspnetcore-10.0)
- [gRPC for .NET](https://learn.microsoft.com/en-us/aspnet/core/grpc/?view=aspnetcore-10.0)
- [SignalR overview](https://learn.microsoft.com/en-us/aspnet/core/signalr/introduction?view=aspnetcore-10.0)
- [Server-Sent Events in .NET 10](https://learn.microsoft.com/en-us/aspnet/core/fundamentals/server-sent-events?view=aspnetcore-10.0)
- [Minimal APIs](https://learn.microsoft.com/en-us/aspnet/core/fundamentals/minimal-apis?view=aspnetcore-10.0)
- [IHttpClientFactory patterns](https://learn.microsoft.com/en-us/dotnet/core/extensions/httpclient-factory)
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.
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。