aspire

por github

Orquestração code-first para aplicações distribuídas poliglotas com descoberta automática de serviços e observabilidade. Orquestra contêineres, executáveis e recursos em nuvem (C#, Python, JavaScript, Go, Java, Rust e mais) a partir de um único projeto .NET AppHost. Inclui mais de 144 integrações entre bancos de dados, caches, mensageria, IA e plataformas de observabilidade com injeção automática de variáveis de ambiente para descoberta de serviços. Painel integrado fornece logs, traces, métricas e GenAI em tempo real...

npx skills add https://github.com/github/awesome-copilot --skill aspire

Aspire — Polyglot Distributed-App Orchestration

Aspire is a code-first, polyglot toolchain for building observable, production-ready distributed applications. It orchestrates containers, executables, and cloud resources from a single AppHost project — regardless of whether the workloads are C#, Python, JavaScript/TypeScript, Go, Java, Rust, Bun, Deno, or PowerShell.

Mental model: The AppHost is a conductor — it doesn't play the instruments, it tells every service when to start, how to find each other, and watches for problems.

Detailed reference material lives in the references/ folder — load on demand.


References

ReferenceWhen to load
CLI ReferenceCommand flags, options, or detailed usage
MCP ServerSetting up MCP for AI assistants, available tools
Integrations CatalogDiscovering integrations via MCP tools, wiring patterns
Polyglot APIsMethod signatures, chaining options, language-specific patterns
ArchitectureDCP internals, resource model, service discovery, networking, telemetry
DashboardDashboard features, standalone mode, GenAI Visualizer
DeploymentDocker, Kubernetes, Azure Container Apps, App Service
TestingIntegration tests against the AppHost
TroubleshootingDiagnostic codes, common errors, and fixes

1. Researching Aspire Documentation

The Aspire team ships an MCP server that provides documentation tools directly inside your AI assistant. See MCP Server for setup details.

Aspire CLI 13.2+ (recommended — has built-in docs search)

If running Aspire CLI 13.2 or later (aspire --version), the MCP server includes docs search tools:

ToolDescription
list_docsLists all available documentation from aspire.dev
search_docsPerforms weighted lexical search across indexed documentation
get_docRetrieves a specific document by its slug

These tools were added in PR #14028. To update: aspire update --self --channel daily.

For more on this approach, see David Pine's post: https://davidpine.dev/posts/aspire-docs-mcp-tools/

Aspire CLI 13.1 (integration tools only)

On 13.1, the MCP server provides integration lookup but not docs search:

ToolDescription
list_integrationsLists available Aspire hosting integrations
get_integration_docsGets documentation for a specific integration package

For general docs queries on 13.1, use Context7 as your primary source (see below).

Fallback: Context7

Use Context7 (mcp_context7) when the Aspire MCP docs tools are unavailable (13.1) or the MCP server isn't running:

Step 1 — Resolve the library ID (one-time per session):

Call mcp_context7_resolve-library-id with libraryName: ".NET Aspire".

RankLibrary IDUse when
1/microsoft/aspire.devPrimary source. Guides, integrations, CLI reference, deployment.
2/dotnet/aspireAPI internals, source-level implementation details.
3/communitytoolkit/aspireNon-Microsoft polyglot integrations (Go, Java, Node.js, Ollama).

Step 2 — Query docs:

libraryId: "/microsoft/aspire.dev", query: "Python integration AddPythonApp service discovery"
libraryId: "/communitytoolkit/aspire", query: "Golang Java Node.js community integrations"

Fallback: GitHub search (when Context7 is also unavailable)

Search the official docs repo on GitHub:

  • Docs repo: microsoft/aspire.dev — path: src/frontend/src/content/docs/
  • Source repo: dotnet/aspire
  • Samples repo: dotnet/aspire-samples
  • Community integrations: CommunityToolkit/Aspire

2. Prerequisites & Install

RequirementDetails
.NET SDK10.0+ (required even for non-.NET workloads — the AppHost is .NET)
Container runtimeDocker Desktop, Podman, or Rancher Desktop
IDE (optional)VS Code + C# Dev Kit, Visual Studio 2022, JetBrains Rider
# Linux / macOS
curl -sSL https://aspire.dev/install.sh | bash

# Windows PowerShell
irm https://aspire.dev/install.ps1 | iex

# Verify
aspire --version

# Install templates
dotnet new install Aspire.ProjectTemplates

3. Project Templates

TemplateCommandDescription
aspire-starteraspire new aspire-starterASP.NET Core/Blazor starter + AppHost + tests
aspire-ts-cs-starteraspire new aspire-ts-cs-starterASP.NET Core/React starter + AppHost
aspire-py-starteraspire new aspire-py-starterFastAPI/React starter + AppHost
aspire-apphost-singlefileaspire new aspire-apphost-singlefileEmpty single-file AppHost

4. AppHost Quick Start (Polyglot)

The AppHost orchestrates all services. Non-.NET workloads run as containers or executables.

var builder = DistributedApplication.CreateBuilder(args);

// Infrastructure
var redis = builder.AddRedis("cache");
var postgres = builder.AddPostgres("pg").AddDatabase("catalog");

// .NET API
var api = builder.AddProject<Projects.CatalogApi>("api")
    .WithReference(postgres).WithReference(redis);

// Python ML service
var ml = builder.AddPythonApp("ml-service", "../ml-service", "main.py")
    .WithHttpEndpoint(targetPort: 8000).WithReference(redis);

// React frontend (Vite)
var web = builder.AddViteApp("web", "../frontend")
    .WithHttpEndpoint(targetPort: 5173).WithReference(api);

// Go worker
var worker = builder.AddGolangApp("worker", "../go-worker")
    .WithReference(redis);

builder.Build().Run();

For complete API signatures, see Polyglot APIs.


5. Core Concepts (Summary)

ConceptKey point
Run vs Publishaspire run = local dev (DCP engine). aspire publish = generate deployment manifests.
Service discoveryAutomatic via env vars: ConnectionStrings__<name>, services__<name>__http__0
Resource lifecycleDAG ordering — dependencies start first. .WaitFor() gates on health checks.
Resource typesProjectResource, ContainerResource, ExecutableResource, ParameterResource
Integrations144+ across 13 categories. Hosting package (AppHost) + Client package (service).
DashboardReal-time logs, traces, metrics, GenAI visualizer. Runs automatically with aspire run.
MCP ServerAI assistants can query running apps and search docs via CLI (STDIO).
TestingAspire.Hosting.Testing — spin up full AppHost in xUnit/MSTest/NUnit.
DeploymentDocker, Kubernetes, Azure Container Apps, Azure App Service.

6. CLI Quick Reference

Valid commands in Aspire CLI 13.1:

CommandDescriptionStatus
aspire new <template>Create from templateStable
aspire initInitialize in existing projectStable
aspire runStart all resources locallyStable
aspire add <integration>Add an integrationStable
aspire publishGenerate deployment manifestsPreview
aspire configManage configuration settingsStable
aspire cacheManage disk cacheStable
aspire deployDeploy to defined targetsPreview
aspire do <step>Execute a pipeline stepPreview
aspire updateUpdate integrations (or --self for CLI)Preview
aspire mcp initConfigure MCP for AI assistantsStable
aspire mcp startStart the MCP serverStable

Full command reference with flags: CLI Reference.


7. Common Patterns

Adding a new service

  1. Create your service directory (any language)
  2. Add to AppHost: Add*App() or AddProject<T>()
  3. Wire dependencies: .WithReference()
  4. Gate on health: .WaitFor() if needed
  5. Run: aspire run

Migrating from Docker Compose

  1. aspire new aspire-apphost-singlefile (empty AppHost)
  2. Replace each docker-compose service with an Aspire resource
  3. depends_on.WithReference() + .WaitFor()
  4. ports.WithHttpEndpoint()
  5. environment.WithEnvironment() or .WithReference()

8. Key URLs

ResourceURL
Documentationhttps://aspire.dev
Runtime repohttps://github.com/dotnet/aspire
Docs repohttps://github.com/microsoft/aspire.dev
Sampleshttps://github.com/dotnet/aspire-samples
Community Toolkithttps://github.com/CommunityToolkit/Aspire
Dashboard imagemcr.microsoft.com/dotnet/aspire-dashboard
Discordhttps://aka.ms/aspire/discord
Reddithttps://www.reddit.com/r/aspiredotdev/

Mais skills de github

console-rendering
github
Instruções para usar o sistema de renderização de console baseado em tags de struct em Go
official
acquire-codebase-knowledge
github
Use esta habilidade quando o usuário solicitar explicitamente mapear, documentar ou integrar-se a uma base de código existente. Ative para comandos como "mapeie esta base de código", "documente…
official
acreadiness-assess
github
Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc…
official
acreadiness-generate-instructions
github
Gera arquivos de instrução de agente de IA personalizados através do comando de instruções do AgentRC. Produz .github/copilot-instructions.md (padrão, recomendado para o Copilot no VS…
official
acreadiness-policy
github
Ajude o usuário a escolher, escrever ou aplicar uma política AgentRC. Políticas personalizam a pontuação de prontidão desabilitando verificações irrelevantes, substituindo impacto/nível, definindo…
official
add-educational-comments
github
Adiciona comentários educacionais a arquivos de código para transformá-los em recursos de aprendizado eficazes. Adapta a profundidade e o tom das explicações para três níveis de conhecimento configuráveis: iniciante, intermediário e avançado. Solicita automaticamente um arquivo caso nenhum seja fornecido, com correspondência de lista numerada para seleção rápida. Expande arquivos em até 125% usando apenas comentários educacionais (limite máximo: 400 novas linhas; 300 para arquivos com mais de 1.000 linhas). Preserva a codificação do arquivo, o estilo de indentação, a correção sintática e...
official
adobe-illustrator-scripting
github
Escreva, depure e otimize scripts de automação do Adobe Illustrator usando ExtendScript (JavaScript/JSX). Use ao criar ou modificar scripts que manipulam…
official
agent-governance
github
Políticas declarativas, classificação de intenção e trilhas de auditoria para controlar o acesso e comportamento de ferramentas de agentes de IA. Políticas de governança componíveis definem ferramentas permitidas/bloqueadas, filtros de conteúdo, limites de taxa e requisitos de aprovação — armazenados como configuração, não código. A classificação semântica de intenção detecta prompts perigosos (exfiltração de dados, escalada de privilégio, injeção de prompt) antes da execução da ferramenta usando sinais baseados em padrões. O decorador de governança em nível de ferramenta aplica políticas em funções...
official