aspire SKILL.md skillA
aspire from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rysweet/amplihack-rs/aspire@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rysweet/amplihack-rs
- Path
amplifier-bundle/skills/aspire/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed May 12, 2026
- First version recorded
- May 4, 2026
- Size
- 5,854 bytes
- Repository stars
- 11
- License
- none declared
Aspire orchestration for cloud-native distributed applications in any language (C#, Python, Node.js, Go). Handles dependency management, local dev with Docker, Azure deployment, service discovery, and observability dashboards. Use when setting up microservices, containerized apps, or polyglot distributed systems.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Aspire Orchestration
## Overview
Code-first orchestration for polyglot distributed apps. AppHost defines topology, `aspire run` orchestrates locally, `azd deploy` deploys to Azure.
**Auto-activates** on keywords: aspire, microservices, distributed app, service discovery, orchestration
## Quick Start
```bash
# Install .NET 8+ and Aspire workload
# See: https://learn.microsoft.com/dotnet/aspire/fundamentals/setup-tooling
dotnet workload update
dotnet workload install aspire
# Create AppHost (orchestrates services in ANY language)
dotnet new aspire-apphost -n MyApp
# Basic AppHost - orchestrate Python, Node.js, .NET services
var builder = DistributedApplication.CreateBuilder(args);
var redis = builder.AddRedis("cache");
// Python service
var pythonApi = builder.AddExecutable("python-api", "python", ".").WithArgs("app.py").WithReference(redis);
// Node.js service
var nodeApi = builder.AddExecutable("node-api", "node", ".").WithArgs("server.js").WithReference(redis);
// .NET service
var dotnetApi = builder.AddProject<Projects.Api>("api").WithReference(redis);
builder.Build().Run();
# Run (orchestrates ALL languages)
aspire run # Dashboard opens at http://localhost:15888
…Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/aspire@sha256:5efb0c80bd978744The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_gt3jcje6yhimgb36)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 4, 2026 and May 12, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-05-12 | 885c12b | 5,854 B | A | view · diff |
| v1.0.0 | 2026-05-04 | b7ad1ff | 5,861 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5854 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gt3jcje6yhimgb36 GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/aspire GET https://markdownregistry.com/api/v1/blob/5efb0c80bd9787444a57f741aa8c554a312785ff3df8f9ac63a1ef8dc64d0829
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from rysweet/amplihack-rs
Every file in rysweet/amplihack-rs