Agent skill

Domain Cloud Native

A skill your agent uses when building cloud-native apps. An agent skill from moeru-ai/auv.

Apache-2.0Auto-check passedDevOps & Cloud

Install Domain Cloud Native

skills CLI

$ npx skills add moeru-ai/auv --skill domain-cloud-native -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install moeru-ai/auv domain-cloud-native --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/moeru-ai/auv.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/domain-cloud-native .claude/skills/domain-cloud-native && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "domain-cloud-native" agent skill from https://github.com/moeru-ai/auv/tree/main/.agents/skills/domain-cloud-native into .claude/skills/domain-cloud-native/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "domain-cloud-native", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/moeru-ai/auv/tree/main/.agents/skills/domain-cloud-native

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add moeru-ai/auv --skill domain-cloud-native -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install moeru-ai/auv domain-cloud-native --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/moeru-ai/auv.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/domain-cloud-native .agents/skills/domain-cloud-native && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "domain-cloud-native" agent skill from https://github.com/moeru-ai/auv/tree/main/.agents/skills/domain-cloud-native into .agents/skills/domain-cloud-native/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "domain-cloud-native", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add moeru-ai/auv --skill domain-cloud-native -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install moeru-ai/auv domain-cloud-native --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/moeru-ai/auv.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/domain-cloud-native .cursor/skills/domain-cloud-native && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "domain-cloud-native" agent skill from https://github.com/moeru-ai/auv/tree/main/.agents/skills/domain-cloud-native into .cursor/skills/domain-cloud-native/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "domain-cloud-native", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/moeru-ai/auv.git --path .agents/skills/domain-cloud-native

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add moeru-ai/auv --skill domain-cloud-native -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install moeru-ai/auv domain-cloud-native --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/moeru-ai/auv.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/domain-cloud-native .gemini/skills/domain-cloud-native && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "domain-cloud-native" agent skill from https://github.com/moeru-ai/auv/tree/main/.agents/skills/domain-cloud-native into .gemini/skills/domain-cloud-native/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "domain-cloud-native", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install moeru-ai/auv domain-cloud-native

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add moeru-ai/auv --skill domain-cloud-native -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/moeru-ai/auv.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/domain-cloud-native .github/skills/domain-cloud-native && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "domain-cloud-native" agent skill from https://github.com/moeru-ai/auv/tree/main/.agents/skills/domain-cloud-native into .github/skills/domain-cloud-native/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "domain-cloud-native", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add moeru-ai/auv --skill domain-cloud-native -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install moeru-ai/auv domain-cloud-native --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/moeru-ai/auv.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/domain-cloud-native .opencode/skills/domain-cloud-native && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "domain-cloud-native" agent skill from https://github.com/moeru-ai/auv/tree/main/.agents/skills/domain-cloud-native into .opencode/skills/domain-cloud-native/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "domain-cloud-native", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: domain-cloud-native
GitHub stars: 100
Used in: 1 other repo
Token cost: ~1k tokens
SKILL.md length: 207 words
Files: 1
Repo updated: Oct 11, 2026
First seen: Oct 11, 2026
Licence: Apache-2.0

At a glance

A skill your agent uses when building cloud-native apps. An agent skill from moeru-ai/auv.

Building cloud-native apps
SKILL.md covers Domain Constraints → Design…, Critical Constraints, Trace Down ↓ and Key Crates, plus 6 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Tasks that involve Microservices

What it does

Domain Cloud Native is an agent skill from moeru-ai/auv. Use when building cloud-native apps. Keywords: kubernetes, k8s, docker, container, grpc, tonic, microservice, service mesh, observability, tracing, metrics, health check, cloud, deployment, 云原生, 微服务, 容器

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in DevOps & Cloud, covering Microservices, Container orchestration and Observability. It works with Kubernetes, gRPC, Docker and OpenTelemetry. The repository describes itself as: 📱🐭 No we are not computer use, it's Application Use Via... a unified orchestration layer of OS automation, 0 token cost. The licence is Apache-2.0.

When your agent uses it

Building cloud-native apps
Tasks that involve Microservices
Tasks that involve Container orchestration

Example prompts

“/domain-cloud-native”

Requirements

Docker

What it can do on your machine

Read from SKILL.md and the folder at commit 4042350. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are rust).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Domain Cloud Native loads about 1k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 207 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~56
When it runs · the whole SKILL.md, loaded when a task matches: ~1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from moeru-ai/auv at commit 4042350, republished under its Apache-2.0 licence (© moeru-ai). 207 words, ~1,005 tokens.

Download SKILL.mdSave it as .claude/skills/domain-cloud-native/SKILL.md (or your agent's skills folder).

name: domain-cloud-native
description: Use when building cloud-native apps. Keywords: kubernetes, k8s, docker, container, grpc, tonic, microservice, service mesh, observability, tracing, metrics, health check, cloud, deployment, 云原生, 微服务, 容器
user-invocable: false

Cloud-Native Domain

Layer 3: Domain Constraints

Domain Constraints → Design Implications

Domain Rule	Design Constraint	Rust Implication
12-Factor	Config from env	Environment-based config
Observability	Metrics + traces	tracing + opentelemetry
Health checks	Liveness/readiness	Dedicated endpoints
Graceful shutdown	Clean termination	Signal handling
Horizontal scale	Stateless design	No local state
Container-friendly	Small binaries	Release optimization

Critical Constraints

Stateless Design

RULE: No local persistent state
WHY: Pods can be killed/rescheduled anytime
RUST: External state (Redis, DB), no static mut

Graceful Shutdown

RULE: Handle SIGTERM, drain connections
WHY: Zero-downtime deployments
RUST: tokio::signal + graceful shutdown

Observability

RULE: Every request must be traceable
WHY: Debugging distributed systems
RUST: tracing spans, opentelemetry export

Trace Down ↓

From constraints to design (Layer 2):

"Need distributed tracing"
    ↓ m12-lifecycle: Span lifecycle
    ↓ tracing + opentelemetry

"Need graceful shutdown"
    ↓ m07-concurrency: Signal handling
    ↓ m12-lifecycle: Connection draining

"Need health checks"
    ↓ domain-web: HTTP endpoints
    ↓ m06-error-handling: Health status

Key Crates

Purpose	Crate
gRPC	tonic
Kubernetes	kube, kube-runtime
Docker	bollard
Tracing	tracing, opentelemetry
Metrics	prometheus, metrics
Config	config, figment
Health	HTTP endpoints

Design Patterns

Pattern	Purpose	Implementation
gRPC services	Service mesh	tonic + tower
K8s operators	Custom resources	kube-runtime Controller
Observability	Debugging	tracing + OTEL
Health checks	Orchestration	`/health`, `/ready`
Config	12-factor	Env vars + secrets

Code Pattern: Graceful Shutdown

rust

use tokio::signal;

async fn run_server() -> anyhow::Result<()> {
    let app = Router::new()
        .route("/health", get(health))
        .route("/ready", get(ready));

    let addr = SocketAddr::from(([0, 0, 0, 0], 8080));

    axum::Server::bind(&addr)
        .serve(app.into_make_service())
        .with_graceful_shutdown(shutdown_signal())
        .await?;

    Ok(())
}

async fn shutdown_signal() {
    signal::ctrl_c().await.expect("failed to listen for ctrl+c");
    tracing::info!("shutdown signal received");
}

Health Check Pattern

rust

async fn health() -> StatusCode {
    StatusCode::OK
}

async fn ready(State(db): State<Arc<DbPool>>) -> StatusCode {
    match db.ping().await {
        Ok(_) => StatusCode::OK,
        Err(_) => StatusCode::SERVICE_UNAVAILABLE,
    }
}

Common Mistakes

Mistake	Domain Violation	Fix
Local file state	Not stateless	External storage
No SIGTERM handling	Hard kills	Graceful shutdown
No tracing	Can't debug	tracing spans
Static config	Not 12-factor	Env vars

Trace to Layer 1

Constraint	Layer 2 Pattern	Layer 1 Implementation
Stateless	External state	Arc`<Client>` for external
Graceful shutdown	Signal handling	tokio::signal
Tracing	Span lifecycle	tracing + OTEL
Health checks	HTTP endpoints	Dedicated routes

When	See
Async patterns	m07-concurrency
HTTP endpoints	domain-web
Error handling	m13-domain-error
Resource lifecycle	m12-lifecycle

Files

Just SKILL.md in .agents/skills/domain-cloud-native of moeru-ai/auv.

Open the folder on GitHubat commit 4042350

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in moeru-ai/auv, which our catalogue first saw on October 11, 2026.

NeverSight/learn-skills.devdata/skills-md/actionbook/rust-skills/domain-cloud-native

Compare with similar skills

Domain Cloud Native next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Domain Cloud Native compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Domain Cloud Native this skillmoeru-ai/auv	100	1 repos	~1k	Automated safety check: Pass	Apache-2.0	today
Logfire Infrastructurepydantic/skills	140	—	~1.8k	Automated safety check: Pass	MIT	10 days ago
Kratos Developmentaide-family/moon	253	—	~1.5k	Automated safety check: Pass	None	3 mo ago
Otel Profilesollygarden/opentelemetry-agent-skills	106	—	~1.8k	Automated safety check: Pass	Apache-2.0	today
Alloygrafana/skills	282	—	~1.3k	Automated safety check: Pass	Apache-2.0	2 days ago
Beylagrafana/skills	282	—	~1.1k	Automated safety check: Pass	Apache-2.0	2 days ago

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Questions about Domain Cloud Native

What does Domain Cloud Native do?

A skill your agent uses when building cloud-native apps. An agent skill from moeru-ai/auv. Domain Cloud Native is an agent skill from moeru-ai/auv. Use when building cloud-native apps.

When should I use Domain Cloud Native?

Domain Cloud Native fits situations like: building cloud-native apps; tasks that involve Microservices; tasks that involve Container orchestration.

How do I install Domain Cloud Native in Claude Code?

Run `npx skills add moeru-ai/auv --skill domain-cloud-native -a claude-code`. Or copy the skill folder (.agents/skills/domain-cloud-native in moeru-ai/auv) into .claude/skills/domain-cloud-native in your project. Claude Code loads it when a task matches its description.

How do I install Domain Cloud Native in Codex?

Run `npx skills add moeru-ai/auv --skill domain-cloud-native -a codex`. Or copy the skill folder (.agents/skills/domain-cloud-native in moeru-ai/auv) into .agents/skills/domain-cloud-native in your project. Codex loads it when a task matches its description.

Can I use Domain Cloud Native in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add moeru-ai/auv --skill domain-cloud-native -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/domain-cloud-native, .gemini/skills/domain-cloud-native, .github/skills/domain-cloud-native and .opencode/skills/domain-cloud-native in your project.

What does Domain Cloud Native need to run?

SKILL.md names no scripts, command-line tools or credentials: Domain Cloud Native is instructions for the agent only. Our summary lists: Docker.

Does Domain Cloud Native access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Domain Cloud Native safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Domain Cloud Native use?

Domain Cloud Native is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Domain Cloud Native use?

About 1k tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Domain Cloud Native?

Skills that share tags, products or a category with Domain Cloud Native: Logfire Infrastructure (pydantic/skills, 140 stars), Kratos Development (aide-family/moon, 253 stars), Otel Profiles (ollygarden/opentelemetry-agent-skills, 106 stars) and Alloy (grafana/skills, 282 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Domain Cloud Native?

moeru-ai (a GitHub organization) maintains it in moeru-ai/auv, which has 100 GitHub stars. The repository was last updated on October 11, 2026.

Source: moeru-ai/auv on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Domain Cloud Native

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Cloud-Native Domain

Domain Constraints → Design Implications

Critical Constraints

Stateless Design

Graceful Shutdown

Observability

Trace Down ↓

Key Crates

Design Patterns

Code Pattern: Graceful Shutdown

Health Check Pattern

Common Mistakes

Trace to Layer 1

Related Skills

Files

Used in 1 other repository

Compare with similar skills

Similar skills

More from moeru-ai/auv

Related

Questions about Domain Cloud Native