Skill: modelarts-agent/huawei-cloud-modelarts-skill (version 1.0.1)

--- name: modelarts-skill description: "Huawei Cloud ModelArts platform integration. Modular design, OBS as primary storage support, environment variable authentication, includes pool plugin management and node configuration template queries." version: "1.0.0" --- # ModelArts Skill Huawei Cloud ModelArts platform integration skill, featuring modular design, OBS as Notebook primary storage, and environment variable auto-authentication. --- ## 🔐 Security Model (CRITICAL) All credentials handled internally, never returned to LLM: ``` ┌─────────────────────────────────────────────────────────────┐ │ LLM / OpenClaw │ │ ❌ NEVER sees: AK, SK, Security Token, raw credentials │ │ ✅ ONLY sees: Masked status, API results, resource IDs │ └─────────────────────────────────────────────────────────────┘ ↕ (Safe data only) ┌─────────────────────────────────────────────────────────────┐ │ auth_manager.py (Secure Vault) │ │ 🔒 Credentials stored in memory only │ │ ✅ Only masked data exposed externally │ └─────────────────────────────────────────────────────────────┘ ↕ (Secure session) ┌─────────────────────────────────────────────────────────────┐ │ Module Functions (Secure SDK Wrapper) │ │ Unified pattern: access.sdk().execute(api_func, ...) │ │ Returns: Standard format API responses only │ └─────────────────────────────────────────────────────────────┘ ``` --- ## 🔑 Authentication Methods | Mode | How It Works | |------|-------------| | **Notebook Mode** | Auto-detects ModelArts environment, zero configuration | | **Local Mode** | Reads [REDACTED_SECRET] environment variables | --- ## 📚 Module Routing Use keywords to find the corresponding reference file for function index and locations. | Keyword | Reference File | |---------|----------------|---------------|--------| | **notebook, jupyter, image, obs, flavor, cluster, auth** | [`references/notebook.md`](references/notebook.md) | | **pool, resource pool, dedicated pool, node, workload, os network, plugin** | [`references/pool.md`](references/pool.md) | | **node pool, nodepool, scale node, node group, plugin, config template** | [`references/node_pool.md`](references/node_pool.md) | | **train, training job, 训练任务** | [`references/train.md`](references/train.md) | | **infer1.0, inference, service, 旧版推理服务,旧版在线服务** | [`references/infer_v1.md`](references/infer_v1.md) | | **infer2.0, inference, service, 新版推理服务，在线服务,新版在线服务** | [`references/infer_v2.md`](references/infer_v2.md) | | **management, workspace, authmode, authorization, quota, tag, scheduled event** | [`references/management.md`](references/management.md) | | **swr, image repo, 镜像仓库** | [`references/swr.md`](references/swr.md) | | **vpc, virtual private, subnet, security group, 虚拟私有云** | [`references/vpc.md`](references/vpc.md) | | **kms, key management, 密钥管理** | [`references/kms.md`](references/kms.md) | | **liteserver, dev server, hyper cluster, hyperinstance, eip, roce** | [`references/liteserver.md`](references/liteserver.md) | | **common, auth, api helper, format result, decorator** | [`references/common.md`](references/common.md) | --- ## 📦 Module Architecture ``` modelarts/ ├── scripts/ │ ├── common_module/ # 跨模块共享基础设施 │ │ ├── __init__.py │ │ ├── _bootstrap.py # 统一引导 │ │ ├── auth.py # 认证管理 │ │ ├── api_helper.py # API 调用封装 │ │ └── result.py # 返回格式统一 │ │ │ ├── notebook_module/ # Notebook & 镜像管理 │ ├── pool_module/ # 资源池管理 │ ├── node_pool_module/ # 节点池管理 │ ├── train_module/ # 训练任务管理 │ ├── infer_v1_module/ # 旧版推理服务管理 │ ├── infer_v2_module/ # 新版推理服务管理 │ ├── management_module/ # 平台管理: 工作空间/授权/配额/事件 │ ├── swr_module/ # SWR 镜像仓库 │ ├── vpc_module/ # VPC 虚拟私有云 │ ├── kms_module/ # KMS 密钥管理服务 │ ├── liteserver_module/ # Lite Server 轻量计算节点管理 (含 HPS/超节点完整支持) │ └── __pycache__/ │ └── references/ ├── notebook.md ├── pool.md ├── node_pool.md ├── train.md ├── infer_v1.md ├── infer_v2.md ├── management.md ├── swr.md ├── vpc.md ├── kms.md └── common.md ``` --- ## ✅ Design Features 1. **Modular Design** - One file per function, clean structure, easy to maintain 2. **OBS as Primary Storage** - Notebook can use OBS buckets directly as root filesystem 3. **OBS Bucket Management** - Built-in create/delete/list OBS bucket functions 4. **Environment Variable Auth** - Zero configuration for local/CI environments 5. **Unified API Pattern** - All functions use consistent calling pattern 6. **Clean Deliverables** - No temp scripts, no debug code, no redundant files 7. **Node Pool Management** - Independent node pool lifecycle management 8. **Plugin Management** - Resource pool plugin listing and creation (ListPoolPlugins, CreatePoolPlugin) 9. **Node Configuration Template Query** - Query node configuration template details (ShowNodeConfigTemplate) 10. **Common Infrastructure** - Extracted shared infrastructure, improved code reuse 11. **Training Job Management** - Full lifecycle: create/list/stop/delete training jobs 12. **Inference Service Management** - Old v1 API: create/list/start/stop/update/delete inference services 13. **Workspace & Authorization** - Workspace CRUD, auth mode, IAM authorization, quotas, scheduled events 14. **SWR Image Repository** - Query training images from SWR 15. **VPC Virtual Private Cloud** - Query VPCs, Subnets, Security Groups from Huawei Cloud VPC service 16. **KMS Key Management Service** - Query SSH keypairs from Huawei Cloud KMS 17. **Lite Server Management** - Full lifecycle management of lightweight compute nodes (51 APIs covering Chapter 22) 18. **Hyper Cluster Management** - Create, list, delete hyper clusters for high-performance computing 19. **Hyperinstance Operations** - Scale, start, stop, and manage hyper instances 20. **Batch Operations** - Bulk actions on multiple Lite Server instances (start/stop/reboot/changeOS/reinstallOS/delete) 21. **Job Management** - Create, list, delete jobs on Lite Server instances --- ## 🎯 Quick Reference by Use Case | What You Want To Do | Go To Module | |---------------------|-------------| | Start/Stop/Create/Delete Notebook | notebook_module | | Save Notebook to Image | notebook_module | | Attach/Detach OBS Storage | notebook_module | | Create/Delete OBS Buckets | notebook_module | | Create/Delete Dedicated Resource Pool | pool_module | | Batch Node Operations (Reboot/Delete/Lock/Resize) | pool_module | | Scale Node Pool Size | node_pool_module | | Create Additional Node Pools (different flavors) | node_pool_module | | List Resource Pool Plugins (ListPoolPlugins) | node_pool_module | | Create Plugin in Resource Pool (CreatePoolPlugin) | node_pool_module | | Query Node Configuration Template (ShowNodeConfigTemplate) | node_pool_module | | Create/Stop/Delete Training Job | train_module | | List Training Jobs (running/pending/completed) | train_module | | Create/Start/Stop/Delete Inference Service | infer_v1_module | | List/Get Inference Service Details | infer_v1_module | | List Models (custom/subscription) | infer_v1_module | | Create/Start/Stop/Delete Inference Service (新版) | infer_v2_module | | List/Get Inference Service Details (新版) | infer_v2_module | | Query Dedicated Pools & Flavors (新版) | infer_v2_module | | Get Service Exec Login Info (新版) | infer_v2_module | | Batch Delete Inference Services (新版) | infer_v2_module | | Service Version Management (新版) | infer_v2_module | | Service Events & Health Monitoring (新版) | infer_v2_module | | Region Detection & Consistency (新版) | infer_v2_module | | Create/Update/Delete Workspace | management_module | | Manage Authorization (add/delete/list) | management_module | | Query/Update Auth Mode | management_module | | List Quotas & Scheduled Events | management_module | | Query SWR Training Images | swr_module | | Query VPC/Subnet/SecurityGroup | vpc_module | | Query SSH Keypairs | kms_module | | Create/Start/Stop Lite Server Instances | liteserver_module | | Manage Hyper Clusters & Hyperinstances | liteserver_module | | Batch Operations on Lite Servers | liteserver_module | | Attach/Detach Volumes & EIPs | liteserver_module | | Query Flavors & Images for Lite Server | liteserver_module | | Create/Manage Jobs on Lite Server | liteserver_module | | Infrastructure / Internal Tools | common_module |


Security scan verdicts — ClawScan: suspicious | static analysis: clean | VirusTotal:  | SkillSpector: suspicious (CRITICAL)