# Send luban-cli skill to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "luban-cli",
    "name": "luban-cli skill",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/guunergooner/luban-cli",
    "canonicalUrl": "https://clawhub.ai/guunergooner/luban-cli",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/luban-cli",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=luban-cli",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "templates/cli_boilerplate.py",
      "references/mlops_guide.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "luban-cli",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-12T07:01:35.167Z",
      "expiresAt": "2026-05-19T07:01:35.167Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=luban-cli",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=luban-cli",
        "contentDisposition": "attachment; filename=\"luban-cli-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "luban-cli"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/luban-cli"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/luban-cli",
    "downloadUrl": "https://openagent3.xyz/downloads/luban-cli",
    "agentUrl": "https://openagent3.xyz/skills/luban-cli/agent",
    "manifestUrl": "https://openagent3.xyz/skills/luban-cli/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/luban-cli/agent.md"
  }
}
```
## Documentation

### Luban CLI Skill

This skill provides a structured framework for developing and using the Luban CLI, a specialized tool for MLOps management.

### Core Functionality

The Luban CLI focuses on three primary MLOps pillars:

Experiment Environments (env): Management of development workspaces.
Training Tasks (job): Orchestration of model training workloads.
Online Services (svc): Deployment and scaling of inference services.

### Development Workflow

When developing or extending the Luban CLI, follow these steps:

Initialize Project: Use the boilerplate in templates/cli_boilerplate.py as a starting point for the CLI structure.
Define Commands: Refer to references/mlops_guide.md for the standard command patterns and required attributes for each entity.
Implement CRUD: Ensure every entity (env, job, svc) supports the full lifecycle:

Create: Provisioning new resources.
Read: Listing and describing existing resources.
Update: Modifying configurations or scaling.
Delete: Cleaning up resources.

### Managing Environments

luban env list
luban env create --name research-v1 --image pytorch:2.0

### Managing Training Jobs

luban job create --script train.py --gpu 1
luban job status --id job_001

### Managing Online Services

luban svc create --model-path ./models/v1 --replicas 3
luban svc scale --id my-service --replicas 5

### Resources

templates/cli_boilerplate.py: A Python-based CLI structure using argparse.
references/mlops_guide.md: Detailed specifications for MLOps entities and operations.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: guunergooner
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-12T07:01:35.167Z
- Expires at: 2026-05-19T07:01:35.167Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/luban-cli)
- [Send to Agent page](https://openagent3.xyz/skills/luban-cli/agent)
- [JSON manifest](https://openagent3.xyz/skills/luban-cli/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/luban-cli/agent.md)
- [Download page](https://openagent3.xyz/downloads/luban-cli)