aspire

aspire is a skill for Claude Code, Codex from boshi-xixixi/TraeSkill. It costs 66 tokens per session (2,358 once invoked), scanned C, original, MIT.

A guide for Aspire, a tool that coordinates applications made of multiple services from one AppHost project. It can organize workloads written in languages such as C#, Python, JavaScript, Go, Java, Rust, and PowerShell.

In plain words
What is it for?
Use it to create, run, debug, configure, deploy, or troubleshoot Aspire distributed applications, including service discovery, integrations, dashboards, and deployment setups.
Why use it?
It helps developers run and connect many services together while monitoring how they work as one application.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is var ml = builder.AddPythonApp("ml-service", "../ml-service", "main.py").

Good fit Use it to create, run, debug, configure, deploy, or troubleshoot Aspire distributed…

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/boshi-xixixi/TraeSkill
agentmods
npx agentmods add skills/boshi-xixixi/traeskill/aspire

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for aspire

README.md
[![agentmods](https://agentmods.dev/badge/skills/boshi-xixixi/traeskill/aspire.svg)](https://agentmods.dev/skills/boshi-xixixi/traeskill/aspire)
Your own site
<a href="https://agentmods.dev/skills/boshi-xixixi/traeskill/aspire"><img src="https://agentmods.dev/badge/skills/boshi-xixixi/traeskill/aspire.svg" alt="Measured on agentmods" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,358 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00066 $0.02358
Opus 5 $0.00033 $0.01179
Sonnet 5 $0.00013 $0.00472
Haiku 4.5 $0.00007 $0.00236

Measured 7d ago against content hash f4cb7a6c3d43, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade C, and why

aspire scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Downloads and executes remote codehighSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

curl -sSL https://aspire.dev/install.sh | bash

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -sSL https://aspire.dev/install.sh | bash
.trae/Skills/.agents/skills/aspire/SKILL.md · 232 lines

How it starts

The opening of the file, as written. The whole thing — 232 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

Reference When to load
CLI Reference Command flags, options, or detailed usage
MCP Server Setting up MCP for AI assistants, available tools
Integrations Catalog Discovering integrations via MCP tools, wiring patterns
Polyglot APIs Method signatures, chaining options, language-specific patterns
Architecture DCP internals, resource model, service discovery, networking, telemetry
Dashboard Dashboard features, standalone mode, GenAI Visualizer
Deployment Docker, Kubernetes, Azure Container Apps, App Service
Testing Integration tests against the AppHost
Troubleshooting Diagnostic 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:

Tool Description
list_docs Lists all available documentation from aspire.dev
search_docs Performs weighted lexical search across indexed documentation
get_doc Retrieves a specific document by its slug

Read the full file on GitHub · 232 lines

Files

What ships with it

9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 232 lines · 66 tokens per session scan C f4cb7a6c3d43

Subscribe to this mod's changes

aspire is a skill published in the GitHub repository boshi-xixixi/TraeSkill (261 stars, last pushed 3mo ago), licensed MIT. It adds 66 tokens to every session and 2,358 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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