starling: Skill for Claude Code

.agents/skills/aspire/SKILL.md

aspire is a skill for Claude Code, Codex from starling-browser/starling. It costs 150 tokens per session (1,334 once invoked), scanned A, original, Apache-2.0.

A command-line guide for running, debugging, and managing distributed applications with Aspire. Distributed applications are systems made from multiple services or components that run together.

In plain words
What is it for?
It is for starting and stopping Aspire apps, inspecting resources, waiting for services to become healthy, reading logs and traces, adding integrations, and updating AppHost packages.
Why use it?
It gathers common Aspire commands for starting applications, checking resources, viewing logs and traces, and diagnosing problems.

Skill for Claude CodeCodex

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

This is starling-browser/starling's own configuration. It tells Claude Code and Codex how to work on starling itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything starling configures →

Reuse

Borrowing it

Nothing to install: this file belongs to starling-browser/starling. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/starling-browser/starling/main/.agents/skills/aspire/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/starling-browser/starling

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/starling-browser/starling/aspire/github.svg)](https://agentmods.dev/skills/starling-browser/starling/aspire)
Your own site
<a href="https://agentmods.dev/skills/starling-browser/starling/aspire"><img src="https://agentmods.dev/badge/skills/starling-browser/starling/aspire/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for aspire

Your own site · 80×15
<a href="https://agentmods.dev/skills/starling-browser/starling/aspire"><img src="https://agentmods.dev/badge/skills/starling-browser/starling/aspire.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 150 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,334 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 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 $0.00150 $0.01334
Opus 5.5 $0.00060 $0.00534
Sonnet 5.5 $0.00030 $0.00267
Haiku 4.5 $0.00015 $0.00133

Measured 2mo ago against content hash 5a04e24e3c56, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

aspire scanned grade A with 0 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 2mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

  • aspire — 100% identical, 210 lines differ
.agents/skills/aspire/SKILL.md · 106 lines

How it starts

The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Aspire Skill

This repository uses Aspire to orchestrate its distributed application. Resources are defined in the AppHost project (apphost.cs or apphost.ts).

CLI command reference

Task Command
Start the app aspire start
Start isolated (worktrees) aspire start --isolated
Restart the app aspire start (stops previous automatically)
Wait for resource healthy aspire wait <resource>
Stop the app aspire stop
List resources aspire describe or aspire resources
Run resource command aspire resource <resource> <command>
Start/stop/restart resource `aspire resource start
Rebuild a .NET project resource aspire resource <resource> rebuild
View console logs aspire logs [resource]
View structured logs aspire otel logs [resource]
View traces aspire otel traces [resource]
Logs for a trace aspire otel logs --trace-id <id>
Add an integration aspire add
List running AppHosts aspire ps
Update AppHost packages aspire update
Search docs aspire docs search <query>
Get doc page aspire docs get <slug>
List doc pages aspire docs list
Environment diagnostics aspire doctor
List resource MCP tools aspire mcp tools
Call resource MCP tool aspire mcp call <resource> <tool> --input <json>

Most commands support --format Json for machine-readable output. Use --apphost <path> to target a specific AppHost.

Key workflows

Running in agent environments

Use aspire start to run the AppHost in the background. When working in a git worktree, use --isolated to avoid port conflicts and to prevent sharing user secrets or other local state with other running instances:

aspire start --isolated

Use aspire wait <resource> to block until a resource is healthy before interacting with it:

aspire start --isolated
aspire wait myapi

Applying code changes

Read the full file on GitHub · 106 lines

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. 2mo ago First seen · 106 lines · 150 tokens per session scan A 5a04e24e3c56

Subscribe to this mod's changes

aspire is a skill published in the GitHub repository starling-browser/starling (64 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 150 tokens to every session and 1,334 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

aspire compared with skills from other repositories

aspire next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
aspirestarling-browser/starlingSkill644mo agoApache-2.0A150Claude Code, Codex
popular-web-designsNousResearch/hermes-agentSkill261kyesterdayMITA23Claude Code, Codex
cli-anything-renderdocHKUDS/CLI-AnythingSkill58k1mo agoApache-2.0A15Claude Code, Codex
chrome-devtools-mcpmanagedcode/dotnet-skillsSkill508yesterdayMITA130Claude Code, Codex
managedcode-orleans-graphmanagedcode/dotnet-skillsSkill508yesterdayMITA114Claude Code, Codex
asynkron-profilermanagedcode/dotnet-skillsSkill508yesterdayMITA122Claude Code, Codex
maui-ai-debuggingdotnet/maui-labsSkill235yesterdayMITA62Claude Code, Codex