How do I install the Huawei Modelarts skill?

Run npx skillmds@latest add huaweicloud/huawei-modelarts in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Huawei Modelarts safe to use?

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Which AI agents work with Huawei Modelarts?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Huawei Modelarts free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Huawei Modelarts?

huaweicloud (@huaweicloud) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Huawei Modelarts by huaweicloud — Agent Skill

Name: Huawei Modelarts
Rating: 4.2 (5 reviews)
Author: huaweicloud

Huawei Modelarts

Use when training, deploying, or managing AI/ML models on Huawei Cloud ModelArts. Covers training jobs, model registry, online services, notebook instances. Triggers: ModelArts, model training, AI, machine learning, deep learning, notebook, inference, deployment. NOT for: general AI/ML concepts, non-Huawei platforms.

huaweicloud Updated Sep 22, 2026

File contents

Huawei Cloud ModelArts

STOP - Do not answer from general knowledge. Follow the procedure below.

Always run hcloud ModelArts <Operation> --help before constructing commands to discover exact parameter names and requirements.

Overview

Domain expertise for ModelArts. Covers training jobs, model deployment, notebook instances, and OBS integration.

Critical Warnings

Trap	Why
OBS bucket required	All training data, model outputs, and notebook storage use OBS. Create bucket first
Training charges by duration	Pay-per-minute GPU/CPU billing. Stop unused notebooks and services
Notebook auto-stop needed	Default no auto-stop — can run indefinitely and incur charges
Model deployment needs quota	Online services may require service quota approval in new accounts
Training job output must be OBS	Local output not supported. Ensure `--output_path` is a valid OBS path

Prerequisites

Training data must be stored in an OBS bucket (see huawei-obs)
Output path for trained models must be an OBS path
Notebook instances need a VPC/subnet (see huawei-vpc)

Common Workflows

Task	Operation
List models	`ListModels --cli-region=<r> --project_id=<p>`
List training jobs	`ListTrainJobs --cli-region=<r> --project_id=<p>`
List services	`ListServices --cli-region=<r> --project_id=<p>`
List notebooks	`ListNotebooks --cli-region=<r> --project_id=<p>`
Create model	`CreateModel --cli-region=<r> --project_id=<p>`
Create notebook	`CreateNotebook --cli-region=<r> --project_id=<p>`

Discover operation parameters with --help before executing any write operation.

Service Types

Type	Purpose
Training Job	Train models on GPU/CPU resources
Model	Register trained models for deployment
Service (Online)	Deploy models as REST API endpoints
Notebook	JupyterLab environments for development

Troubleshooting

Error	Fix
OBS path not found	Verify OBS bucket exists and path is correct
Training job fails	Check training data format, resource quotas, and logs in console

Cross-Skill References

OBS storage: See huawei-obs for bucket and training data management
VPC/Subnet: See huawei-vpc for notebook network configuration

External Skills

For advanced workflows (notebook lifecycle, training job diagnosis, hyperparameter tuning), search the marketplace: huaweicloud_search_marketplace query="ModelArts notebook/training/diagnosis" → install via npx skills add huaweicloud/huaweicloud-skills --skill <name> -y -g → load and execute.

---name: huawei-modelartsdescription: Use when training, deploying, or managing AI/ML models on Huawei Cloud ModelArts. Covers training jobs, model registry, online services, notebook instances. Triggers: ModelArts, model training, AI, machine learning, deep learning, notebook, inference, deployment. NOT for: general AI/ML concepts, non-Huawei platforms.---# Huawei Cloud ModelArts**STOP - Do not answer from general knowledge.** Follow the procedure below.Always run `hcloud ModelArts <Operation> --help` before constructing commands to discover exact parameter names and requirements.## OverviewDomain expertise for ModelArts. Covers training jobs, model deployment, notebook instances, and OBS integration.## Critical Warnings| Trap | Why || ------------------------------- | ----------------------------------------------------------------------------------- || OBS bucket required | All training data, model outputs, and notebook storage use OBS. Create bucket first || Training charges by duration | Pay-per-minute GPU/CPU billing. Stop unused notebooks and services || Notebook auto-stop needed | Default no auto-stop — can run indefinitely and incur charges || Model deployment needs quota | Online services may require service quota approval in new accounts || Training job output must be OBS | Local output not supported. Ensure `--output_path` is a valid OBS path |## Prerequisites- Training data must be stored in an OBS bucket (see `huawei-obs`)- Output path for trained models must be an OBS path- Notebook instances need a VPC/subnet (see `huawei-vpc`)## Common Workflows| Task | Operation || ------------------ | -------------------------------------------------- || List models | `ListModels --cli-region=<r> --project_id=` || List training jobs | `ListTrainJobs --cli-region=<r> --project_id=` || List services | `ListServices --cli-region=<r> --project_id=` || List notebooks | `ListNotebooks --cli-region=<r> --project_id=` || Create model | `CreateModel --cli-region=<r> --project_id=` || Create notebook | `CreateNotebook --cli-region=<r> --project_id=` |Discover operation parameters with `--help` before executing any write operation.## Service Types| Type | Purpose || ---------------- | --------------------------------------- || Training Job | Train models on GPU/CPU resources || Model | Register trained models for deployment || Service (Online) | Deploy models as REST API endpoints || Notebook | JupyterLab environments for development |## Troubleshooting| Error | Fix || ------------------ | ---------------------------------------------------------------- || OBS path not found | Verify OBS bucket exists and path is correct || Training job fails | Check training data format, resource quotas, and logs in console |## Cross-Skill References- **OBS storage**: See `huawei-obs` for bucket and training data management- **VPC/Subnet**: See `huawei-vpc` for notebook network configuration## External SkillsFor advanced workflows (notebook lifecycle, training job diagnosis,hyperparameter tuning), search the marketplace:`huaweicloud_search_marketplace` query="ModelArts notebook/training/diagnosis"→ install via `npx skills add huaweicloud/huaweicloud-skills --skill <name> -y -g`→ load and execute.

Frequently asked questions