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AI agent skills for Sealos — deploy any project, provision databases, object storage & more with one command. Works with Claude Code, Gemini CLI, Codex.

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# Sealos Skills

Deploy projects to [Sealos Cloud](https://sealos.io) from your AI agent.

Sealos Skills is a plugin-first skill pack centered on Sealos Cloud development and deployment. It helps an AI agent inspect a project, prepare missing deployment artifacts, connect Sealos Cloud databases and object storage for development, build or reuse a container image, ship the app to Sealos Cloud, and view deployed resources in a local read-only canvas.

The recommended Codex path is native Codex plugin installation. Cross-host plugin installs, `skills.sh`, and context-only extension hosts such as Gemini CLI and Qwen Code use the same root `skills/**` source.

## Quick Start

### Recommended: install in Codex

Add this repository as a Codex marketplace, then install the Sealos plugin:

```bash
codex plugin marketplace add labring/sealos-skills
codex plugin add sealos@sealos
```

One Sealos plugin installs the deploy, database, S3, canvas, app-builder, and supporting cloud-native skills from root `skills/**`: `sealos-deploy`, `sealos-database`, `sealos-s3`, `sealos-canvas`, `sealos-app-builder`, `cloud-native-readiness`, `dockerfile-skill`, and `docker-to-sealos`.

For compatibility and local Codex testing, install the same plugin with:

```bash
npx plugins add https://github.com/labring/sealos-skills --target codex
```

After installation in Codex, use the plugin from Codex:

- **Codex CLI:** type `$sealos`
- **Codex App:** click the **+** button in the lower-left corner of the chat input, choose **Plugins**, then choose **Sealos**

![Select the Sealos plugin in Codex App](https://raw.githubusercontent.com/labring/sealos-skills/main/assets/codex-sealos.png)

Codex examples:

```text
$sealos deploy this repo to Sealos Cloud
$sealos deploy /path/to/project
$sealos deploy https://github.com/labring-sigs/kite
$sealos create a cloud Postgres database for this repo and wire DATABASE_URL
$sealos create private S3 object storage for uploads and wire env vars
```

### Install in Claude Code

Add this repository as a Claude Code marketplace, then install the Sealos plugin:

```bash
claude plugin marketplace add labring/sealos-skills
claude plugin install sealos@sealos
```

For compatibility with cross-host plugin installers, install the same plugin with:

```bash
npx plugins add https://github.com/labring/sealos-skills --target claude-code
```

If you only use one detected agent tool on the machine, you can let `plugins` choose the target:

```bash
npx plugins add https://github.com/labring/sealos-skills
```

After installation in Claude Code, use `/sealos`:

```text
/sealos deploy this repo to Sealos Cloud
/sealos deploy /path/to/project
/sealos deploy https://github.com/labring-sigs/kite
/sealos create a cloud Postgres database for this repo and wire DATABASE_URL
/sealos create private S3 object storage for uploads and wire env vars
```

### Test in Qoder

Build the Qoder plugin package from the repository root:

```bash
python3 scripts/package-qoder-plugin.py
```

Import `dist/sealos-1.2.5.zip` into Qoder. The package exposes the same eight root-level skills as the Codex plugin and provides `/sealos` as its command entry point.

Qoder examples:

```text
/sealos deploy this repo to Sealos Cloud
/sealos create a cloud Postgres database for this repo and wire DATABASE_URL
/sealos create private S3 object storage for uploads and wire env vars
/sealos show the resources created by the last deployment
```

### Other supported AI tools

| Tool | Install | Usage |
| --- | --- | --- |
| Codex CLI / Codex App | `codex plugin marketplace add labring/sealos-skills` then `codex plugin add sealos@sealos` | `$sealos` in Codex CLI, or **+** → **Plugins** → **Sealos** in Codex App |
| Claude Code | `claude plugin marketplace add labring/sealos-skills` then `claude plugin install sealos@sealos` | `/sealos` |
| Claude Code compatibility path | `npx plugins add https://github.com/labring/sealos-skills --target claude-code` | `/sealos` |
| Qoder | Build with `python3 scripts/package-qoder-plugin.py`, then import the ZIP | `/sealos` or automatic skill selection |
| OpenClaw / ClawHub | `clawhub install labring/sealos-skills` | Host command exposure depends on the ClawHub runtime |
| CodeBuddy | `/plugin marketplace add labring/sealos-skills` | Host command exposure depends on the CodeBuddy runtime |
| Gemini CLI | `gemini extensions install https://github.com/labring/sealos-skills` | Context-only extension; ask Gemini to use Sealos Skills |
| Qwen Code | `qwen extensions install https://github.com/labring/sealos-skills` | Context-only extension; ask Qwen to use Sealos Skills |
| Amp / Kimi / generic repo importers | Import `https://github.com/labring/sealos-skills.git` | Host-dependent |

Gemini CLI and Qwen Code manifests provide repository context through `CLAUDE.md`; they do not claim slash-command support.

### Alternative: install as a `skills.sh` skill pack

If your agent uses `skills.sh` directly, install the same skills pack with:

```bash
npx skills add labring/sealos-skills
```

Then run the deploy skill directly:

```text
/sealos-deploy
/sealos-deploy /path/to/project
/sealos-deploy https://github.com/labring-sigs/kite
/sealos-database create a cloud Postgres database for this repo and wire DATABASE_URL
/sealos-s3 create private object storage for uploads and wire env vars
```

After a project has been deployed and `.sealos/state.json` contains verified `last_deploy` runtime evidence, use the `sealos-canvas` skill through your installed plugin entry point for a local read-only view. Canvas stays plugin-pack mediated because it consumes verified deployment state.

`/sealos-deploy`, `/sealos-database`, and `/sealos-s3` are direct `skills.sh` skill entries. Plugin usage should go through `$sealos` in Codex or `/sealos` in Claude Code.

## Why Use the Plugin

Prefer the plugin install for Codex, Claude Code, and Qoder because it:

- installs all Sealos skills as one managed package
- exposes the same skills across supported agent tools
- keeps the plugin metadata, logo, prompts, commands, and capabilities together
- avoids maintaining a separate packaged copy of the skills

## Plugin Distribution

The Codex integration follows [OpenAI's Codex plugin build guide](https://developers.openai.com/codex/plugins/build):

- `.codex-plugin/plugin.json` contains plugin identity, discovery metadata, interface copy, default prompts, brand metadata, and asset paths relative to the repository root.
- `.agents/plugins/marketplace.json` registers this repo-local plugin for local Codex marketplace testing.
- `.claude-plugin/plugin.json` and `.claude-plugin/marketplace.json` define the Claude Code-compatible plugin surface.
- `.qoder-plugin/plugin.json` defines the Qoder plugin surface and explicitly exposes all eight Codex skills.
- `qoder.md` provides Qoder-level routing and safety instructions without copying skill implementations.
- `distribution/platforms.json` records platform support claims and evidence.
- `marketplaces/README.md` owns marketplace rules and prevents command-support overclaims.
- `scripts/validate-codex-plugin.py` validates the Codex manifest, Claude Code metadata, repo marketplaces, platform registry, and asset paths.
- `scripts/package-qoder-plugin.py` builds a Qoder-compatible ZIP with the plugin manifest at the archive root.
- `skills/**/SKILL.md` remains the only skill source; do not add a second packaged copy of the skills.

Validate plugin metadata before publishing or pushing manifest changes:

```bash
python3 scripts/validate-codex-plugin.py
python3 -m json.tool .codex-plugin/plugin.json >/dev/null
python3 -m json.tool plugin.json >/dev/null
python3 -m json.tool .agents/plugins/marketplace.json >/dev/null
python3 -m json.tool marketplace.json >/dev/null
python3 -m json.tool .claude-plugin/plugin.json >/dev/null
python3 -m json.tool .claude-plugin/marketplace.json >/dev/null
python3 -m json.tool .qoder-plugin/plugin.json >/dev/null
python3 -m json.tool distribution/platforms.json >/dev/null
```

## How Setup Works

You only need a plugin-compatible or `skills.sh` compatible AI agent and a project to deploy.

During the deploy, database, and object-storage flows, Sealos Skills will:

- check whether tools such as Docker and `kubectl` are available
- guide the user through Sealos login when needed
- use `sealos-cli` for Sealos Cloud database creation, connection details, and database operations
- use `sealos-cli s3` for Sealos object storage buckets, credentials, quota checks, object operations, and presigned URLs
- use or help prepare a container registry path such as Docker Hub or GHCR

For an actual deployment, you will still need a Sealos Cloud account and access to a container registry, but these do not need to be fully set up before the skill starts. For database and object-storage work, you need a Sealos Cloud account and a workspace that can create the requested resources.

## What Sealos Deploy Handles

On a typical deploy, the agent will:

- assess the project structure and runtime needs
- reuse an existing image or build one when needed
- generate a Sealos template
- deploy and verify rollout
- verify the actual Sealos App URL, logs, login/setup flow for web apps, and resource footprint before reporting the app as usable

Later runs can switch to an in-place update flow when an existing deployment is detected.

## What Sealos Database Handles

For a local project or Devbox that needs a cloud database, the agent will:

- detect database signals such as `DATABASE_URL`, Prisma, Drizzle, MongoDB, MySQL, or Redis
- use `sealos-cli database` to list, create, inspect, and connect Sealos Cloud databases
- write only the required local env key without exposing secrets in chat
- verify the app's real database path through migrations, introspection, or startup checks
- manage public access only after confirmation

## What Sealos S3 Handles

For a local project or Devbox that needs S3-compatible object storage, the agent will:

- detect object-storage signals such as S3 env keys, AWS SDK usage, MinIO, upload paths, or presigned URL code
- use `sealos-cli s3` from `zjy365/sealos-cli#28` to list, create, inspect, and update object storage buckets
- initialize S3 credentials only when needed and keep access keys out of chat
- wire the smallest required local env keys for bucket, endpoint, access key, secret key, region, and path-style settings
- verify upload, list, download, delete, or presigned URL behavior with the project's real storage path
- make buckets public or rotate credentials only after confirmation

## What Sealos Canvas Handles

For a repository already deployed by Sealos Deploy, the agent will:

1. Read `.sealos/state.json` to locate the deployed app.
2. Query the Sealos namespace with read-only `kubectl get` commands.
3. Start a temporary `127.0.0.1` canvas UI.
4. Output and open the local UI address for inspection.

If the project has not been deployed yet, Sealos Canvas stops and directs the user to deploy the project first.

## Included Skills

The plugin and `skills.sh` pack expose the same skill source:

- `sealos-deploy` — deploy a local or GitHub project to Sealos Cloud
- `sealos-database` — create, connect, and operate Sealos Cloud databases for development
- `sealos-s3` — create buckets, connect credentials, check quota, and operate Sealos S3-compatible object storage
- `sealos-canvas` — view deployed Sealos resources in a local read-only canvas UI
- `sealos-app-builder` — build Sealos Desktop apps with SDK integration
- `cloud-native-readiness` — assess deployment readiness
- `dockerfile-skill` — generate production-ready Dockerfiles
- `docker-to-sealos` — convert Docker Compose services into Sealos templates

## Repository

[`skills/`](./skills) is the single source of truth for Sealos deploy, Sealos canvas, and the supporting skills used during the deploy flow. The same root-level skills directory serves `skills.sh` installs and every plugin or extension manifest in this repository.

Important distribution files:

- [`.codex-plugin/plugin.json`](./.codex-plugin/plugin.json) — Codex plugin manifest
- [`.agents/plugins/marketplace.json`](./.agents/plugins/marketplace.json) — local Codex marketplace entry
- [`.claude-plugin/plugin.json`](./.claude-plugin/plugin.json) — Claude Code-compatible plugin manifest
- [`.qoder-plugin/plugin.json`](./.qoder-plugin/plugin.json) — Qoder plugin manifest
- [`qoder.md`](./qoder.md) — Qoder plugin routing and safety instructions
- [`marketplace.json`](./marketplace.json) and [`.claude-plugin/marketplace.json`](./.claude-plugin/marketplace.json) — Claude-compatible marketplace entries
- [`.codebuddy-plugin/marketplace.json`](./.codebuddy-plugin/marketplace.json) — CodeBuddy marketplace entry
- [`gemini-extension.json`](./gemini-extension.json) — Gemini CLI context extension
- [`qwen-extension.json`](./qwen-extension.json) — Qwen Code context extension
- [`openclaw.plugin.json`](./openclaw.plugin.json) — OpenClaw / ClawHub bundle pointer
- [`commands/sealos.md`](./commands/sealos.md) — `/sealos` plugin command entry for compatible hosts
- [`distribution/platforms.json`](./distribution/platforms.json) — platform support registry
- [`marketplaces/README.md`](./marketplaces/README.md) — marketplace rules and support-claim ownership
- [`scripts/validate-codex-plugin.py`](./scripts/validate-codex-plugin.py) — Codex plugin validation
- [`scripts/package-qoder-plugin.py`](./scripts/package-qoder-plugin.py) — Qoder ZIP packager

Do not add a second packaged copy of the skills. Root `skills/**` is the only skill source for all installation paths.

## License

MIT

sealos-skills

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