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Agent Skill · 研究检索

aspire(aspire 命令行)

aspire 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

aspire 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 640。

总安装 208,080周安装 8,463GitHub Stars 31,712下载 67,320核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:aspire(aspire 命令行)
来源仓库:https://github.com/github/awesome-copilot
仓库路径:skills/aspire
安装命令:
npx skills add https://github.com/github/awesome-copilot --skill aspire
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

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

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

具有自动服务发现和可观察性的多语言分布式应用程序的代码优先编排。

从单个 .NET AppHost 项目编排容器、可执行文件和云资源(C#、Python、JavaScript、Go、Java、Rust 等) 包括跨数据库、缓存、消息传递、人工智能和可观察性平台的 144 多个集成,以及用于服务发现的自动环境变量注入 内置仪表板提供实时日志、跟踪、指标和 GenAI 可视化; MCP服务器使AI助手能够查询正在运行的应用程序和搜索文档 CLI支持本地开发(aspire run )、部署清单生成(aspirepublish )和集成管理;可用于入门项目的模板

来源仓库内路径:skills/aspire

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/github/awesome-copilot --skill aspire;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

aspire 怎么安装?

在终端执行 npx skills add https://github.com/github/awesome-copilot --skill aspire。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

aspire 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

aspire 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

aspire 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

aspire 用的人多吗?

公开数据是累计安装 208,080 次,近一周安装 8,463 次,下载 67,320 次,GitHub 31,712 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

aspire 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 来源仓库有 31,712 星,维护活跃度相对可查。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
aspire

aspire 命令行 · 本页

208,08031,712接触敏感数据未明确未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

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

平台分布

Codex

33.56%
按下载量换算22,593

Claude

30.6%
按下载量换算20,600

Cursor

17.31%
按下载量换算11,653

Gemini CLI

8.9%
按下载量换算5,991

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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