huawei-cloud-cloudrobo-asset

Windows / PowerShell: Examples use bash syntax. To run on Windows PowerShell:

• Flatten \ line continuations to a single line, or end lines with a backtick.
• Set env vars with $env:NAME="value" instead of export NAME="value".
• Single-quoted JSON '{"a":"b"}' works as-is.

Overview 概述

The cloudrobo-asset skill manages the full lifecycle of CloudRobo platform assets. It covers repository and catalog queries, asset CRUD (create/list/show/update/delete/batch-delete), version CRUD, tag management, Action CRUD, permission checks, marketplace search, official/community asset listing, asset lineage, and local-to-OBS import/export.

Applicable scenarios:

• Asset lifecycle — Create, list, show, update, delete, batch-delete assets and versions
• Import/Export — Import local folders to OBS as assets; export asset versions to local paths
• Marketplace discovery — Search marketplace assets; list official/community publication assets
• Tag management — Add/delete tags; query platform predefined tag lists
• Action management — Create/list/show/update/delete Actions on asset versions
• Permission check — Verify user permissions on asset versions
• Lineage — Query parent-child relationships between asset versions

Architecture:

Agent / LLM
    │
    ├── CLI  →  cloudrobo asset <command>
    ├── SDK  →  AssetClient (Python)
                    │
                    ▼
              cloudrobo-asset-manager (REST API)
              /v1/repositories
              /v1/catalogs
              /v1/assets/*
              /v1/asset-service/search
              /v1/asset-service/publication-assets
              /v1/asset-tags
              │
              ├── OBS (import/export file transfer)
              └── cloudrobo-obs endpoint (configured separately)

All operations target the cloudrobo-asset-manager backend. Import/export additionally requires a cloudrobo-obs endpoint for OBS file transfer.

Prerequisites 前置条件

See references/cli-installation-guide.md for CLI installation, AK/SK authentication, and configuration. Import/export operations require the cloudrobo-obs endpoint to be configured in ~/.cloudrobo/config.yaml or via the CLOUDROBO_ENDPOINT_cloudrobo-obs environment variable.

Workflow 工作流

Prerequisite: Get catalog_id 前置步骤

Multiple scenarios require a catalog_id. Only execute when the user has not provided it:

1. Get from current workspace (preferred): cloudrobo workspace current → read asset_catalog_id field (the catalog bound to the current workspace)
2. Fallback — list repositories and catalogs: If no workspace is configured or asset_catalog_id is empty:
   1. cloudrobo asset list-repositories → get repository_id
   2. cloudrobo asset list-catalogs --repository-id <repo-id> → get catalog_id

Scenario 1: Import Local Asset 导入资产

Import local files (models, datasets, etc.) into the CloudRobo asset repository.

Fast path: If local-path/README.md exists with valid frontmatter (e.g., from a previous export-asset), only --catalog-id (for new asset) or --asset-id (for new version) is needed — all other metadata is read from frontmatter. Without frontmatter, catalog_id, name, type (and sub_type for simulation) must be provided via CLI.

1. (Only when creating new asset and catalog_id is missing) Execute "Prerequisite: Get catalog_id"
2. Import:

   # With frontmatter (recommended — after export)
   cloudrobo asset import-asset --catalog-id <id> --local-path <path>
   # Without frontmatter
   cloudrobo asset import-asset --catalog-id <id> --name <name> --type <type> --local-path <path> [--sub-type <sub-type>] [--ext-metadata '{"key":"value"}']
   

   • Auto-reads local-path/README.md frontmatter for metadata (name, type, sub_type, description, status, tags, version, ext_metadata, parent_asset_version_id, generation_method)
   • Frontmatter values override CLI parameters (except catalog_id, CLI only); fields missing from both trigger errors
   • --ext-metadata CLI param also supported (frontmatter overrides it)
   • ext_metadata pre-validated by type before API call (model→model_type, dataset→annotation_status, algorithm→engine+command, image→arch+device_type, simulation (sub_type=robot)→robot_type+robot_manufacturer)
   • Auto-creates asset + version + uploads to OBS
   • Existing asset new version: add --asset-id <existing-asset-id>
   • Reuse existing version for upload retry: add --asset-id <id> --version-id <vid> (uploads files directly; same-name OBS objects are overwritten idempotently)

Type constraints:

• image type is NOT supported by import-asset — image is a SWR reference with no local code upload semantics; use create-asset instead (CLI raises UsageError otherwise)
• algorithm type IS supported — importing an algorithm uploads local code to the OBS code_dir:

  # Mode 1: new asset
  cloudrobo asset import-asset --catalog-id <id> --name <name> --type algorithm --tags "Train" --ext-metadata '{"engine":{"image_url":"swr...","image_source":"custom"},"command":"python train.py"}' --local-path ./algo-dir
  # Mode 2: new version for existing algorithm asset (no --catalog-id needed)
  cloudrobo asset import-asset --asset-id <existing-algo-asset-id> --type algorithm --tags "Train" --ext-metadata '{"engine":{"image_url":"swr...","image_source":"custom"},"command":"python train.py"}' --local-path ./algo-dir
  

  Algorithm import flow (automatic, Mode 1 & Mode 2):
  1. Validates --tags is required (allowed: Data Processing / Train)
  2. Mode 2 requires --ext-metadata (must include engine and command); not passing raises ValueError, passing invalid raises ValidationError
  3. Gets catalog.url (Mode 2: from asset detail, no --catalog-id needed); creates asset/version with placeholder code_dir = {catalog.url}/pending (preset image backend requires code_dir)
  4. Creates asset/version → gets asset_id + version_id
  5. Uploads local code to {catalog.url}/{asset_id}/{version_id}/
  6. Updates code_dir to the actual upload path on both asset-level and version-level ext_metadata (clears placeholder pending)
  • --asset-id --version-id (Mode 3) is NOT supported for algorithm — raises ValueError (version reuse unsupported; use --asset-id for a new version)
  • Mode 3 also rejects image assets at SDK layer (not just CLI) — raises ValueError "import_asset does not support image assets"

3. Verify: cloudrobo asset show-asset --asset-id <asset-id>

Error recovery: If import fails at OBS upload (asset and version created but files not uploaded, version stays in CREATING status), do NOT create a new version. Two recovery strategies:

• Reuse version (recommended): list-versions --asset-id <id> to find the failed version, re-run import-asset --asset-id <id> --version-id <vid> to upload directly (retries all files; the version transitions to DRAFT once upload succeeds)
• Delete and retry: delete-version --asset-id <id> --version-id <vid> then re-run import-asset --asset-id <id>

Scenario 2: Search Marketplace 搜索广场资产

1. Search: cloudrobo asset search-assets --keyword <keyword>
2. Show detail: cloudrobo asset show-asset --asset-id <asset-id>

Browse official/community: cloudrobo asset list-publication-assets --type <type>

Export after search: Only when the user requests export. If the marketplace asset permission does not include data_read, export is not allowed. cloudrobo asset export-asset --asset-id <id> --local-path <path> (default latest version; add --version-id for specific version). Export automatically generates README.md with YAML frontmatter containing asset metadata, enabling seamless re-import with minimal CLI parameters.

Scenario 3: List Workspace Assets 列举空间资产

1. (Only when catalog_id is missing) Execute "Prerequisite: Get catalog_id"
2. List: cloudrobo asset list-assets --catalog-id <catalog-id>
   • Filter by --type, --sub-type, --status
   • Or use --repository-id instead of --catalog-id for repository-level queries

Scenario 4: List Asset Versions 列举资产版本

1. If asset_id is known, skip to step 3
2. (Only when asset_id is missing) Execute "Prerequisite: Get catalog_id", then list-assets --catalog-id <id> to locate asset_id
3. List versions: cloudrobo asset list-versions --asset-id <asset-id>

Scenario 5: Create Asset with ext_metadata 创建含扩展元数据的资产

model, dataset, simulation, algorithm, image types require ext_metadata at creation. Consult references/validation-rules.md for required fields by type.

1. (Only when catalog_id is missing) Execute "Prerequisite: Get catalog_id"
2. Create: cloudrobo asset create-asset --catalog-id <id> --name <name> --type model --ext-metadata '{"model_type":"planning"}'
3. Create version: cloudrobo asset create-version --asset-id <id> --version 1.0.0 --ext-metadata '{"model_type":"planning"}'

Task scenario tag constraints (algorithm/image types):

• --tags is required at creation (at least 1 task scenario tag)
• algorithm tags allowed: Data Processing, Train
• image tags allowed: Data Processing, Notebook, Online Deployment, Train
• When an algorithm references an image (ext_metadata.engine.asset_id), the algorithm tags must be a subset of the image tags (SDK validates; raises ValidationError otherwise)

Scenario 6: Tag Management 标签管理

1. Add: cloudrobo asset add-tags --asset-id <id> --tags "tag1,tag2"
2. Delete: cloudrobo asset delete-tag --asset-id <id> --tag <tag>
3. Query predefined: cloudrobo asset list-tags --language zh (optional --type/--sub-type filter)

CLI Command Format Standard CLI命令格式标准

cloudrobo asset <command> [OPTIONS]

Core Commands 核心命令

Repository & Catalog 仓库与目录

Asset Management 资产管理

Create asset

cloudrobo asset create-asset --catalog-id <catalog-id> --type <type> [--name <name>] [--sub-type <sub-type>] [--description <desc>] [--status <status>] [--tags "tag1,tag2"] [--url <obs-or-swr-path>] [--ext-metadata '{"key":"value"}'] [--parent-asset-version-id <uuid>] [--generation-method <method>] [--dry-run]

• SDK: client.create_asset(req: dict)
• API: POST /v1/assets

Note: --tags is required for algorithm/image types (task scenario tag).

• algorithm tags: Data Processing, Train
• image tags: Data Processing, Notebook, Online Deployment, Train
• When algorithm references an image (engine.asset_id), algorithm tags must be a subset of image tags (SDK validates; raises ValidationError otherwise)
• --sub-type applies to simulation only; for algorithm/image it is ignored (client drops it before the API call)

List assets

cloudrobo asset list-assets [--repository-id <id>] [--catalog-id <id>] [--type <type>] [--sub-type <sub-type>] [--status <status>] [--name <name>] [--tags "tag1,tag2"] [--mine] [--offset <n>] [--limit <n>]
# Either --repository-id OR --catalog-id filters the list. Full parameter list: see references/api-paths.md → List Assets

• SDK: client.list_assets(**params)
• API: GET /v1/assets

Note: repository-id and catalog-id — at least one must be provided; both provided = AND filter.

Update asset

cloudrobo asset update-asset --asset-id <asset-id> [--name <name>] [--description <desc>] [--status <status>] [--tags "tag1,tag2"] [--ext-metadata '{"key":"value"}'] [--dry-run]

• SDK: client.update_asset(asset_id, req: dict)
• API: PUT /v1/assets/{asset_id}

Note: update-asset only supports modifying name/description/status/tags/ ext-metadata — the CLI exposes no parameters for catalog_id, type, sub_type, url, parent_asset_version_id, or generation_method, so these fields are immutable.

Version Management 版本管理

Create version

cloudrobo asset create-version --asset-id <asset-id> [--version <version>] [--description <desc>] [--status <status>] [--url <obs-or-swr-path>] [--ext-metadata '{"key":"value"}'] [--parent-asset-version-id <uuid>] [--generation-method <method>] [--dry-run]

• SDK: client.create_asset_version(asset_id, req: dict)
• API: POST /v1/assets/{asset_id}/versions

List versions

cloudrobo asset list-versions --asset-id <asset-id> [--version <version>] [--exact-version <version>] [--sort-key <field>] [--sort-dir <asc|desc>] [--offset <n>] [--limit <n>] [--actions "FFT,LORA"] [--actions-operator <and|or>] [--ext-metadata <key=value>] [--action-status "ENABLE,DISABLE"]

• SDK: client.list_asset_versions(asset_id, **params)
• API: GET /v1/assets/{asset_id}/versions

Update version

cloudrobo asset update-version --asset-id <asset-id> --version-id <version-id> [--version <version>] [--description <desc>] [--status <status>] [--ext-metadata '{"key":"value"}'] [--dry-run]

• SDK: client.update_asset_version(asset_id, version_id, req: dict)
• API: PUT /v1/assets/{asset_id}/versions/{version_id}

Note: update-version only supports modifying version/description/status/ ext-metadata — the CLI exposes no parameters for url, parent_asset_version_id, or generation_method, so these fields are immutable.

Tag Management 标签管理

Action Management Action管理

Create/Update action (detailed):

cloudrobo asset create-action --asset-id <id> --version-id <vid> --action-info '{"action":"FFT","algorithm":{"asset_id":"...","version_id":"..."},"status":"ENABLE"}' [--dry-run]
# SDK: client.create_asset_action(asset_id, version_id, req)
# API: POST /v1/assets/{asset_id}/versions/{version_id}/actions
# action-info supports single action object {"action":"FFT",...} or batch {"actions":[{...},{...}]}

cloudrobo asset update-action --asset-id <id> --version-id <vid> --action <name> --action-info '{"status":"DISABLE"}' [--dry-run]
# SDK: client.update_asset_action(asset_id, version_id, action, req)
# API: PUT /v1/assets/{asset_id}/versions/{version_id}/actions/{action}

Permission & Lineage 权限与血缘

Valid permissions: meta_read, meta_write, data_read, data_write, data_usable Lineage: children = parent-to-child; parent = child-to-parent.

Marketplace 广场

Full parameter list: see references/api-paths.md → List Publication Assets

Import & Export 导入导出

Import asset

cloudrobo asset import-asset --local-path <local-folder> [--catalog-id <id>] [--name <name>] [--type <type>] [--sub-type <sub-type>] [--tags "tag1,tag2"] [--ext-metadata '{"key":"value"}'] [--asset-id <id>] [--version-id <vid>] [--dry-run]

Type constraints:

• image type NOT supported — CLI raises UsageError; use create-asset
• algorithm type supported (Mode 1 & Mode 2) — imports local code to {catalog.url}/{asset_id}/{version_id}/, code_dir placeholder {catalog.url}/pending at creation then updated to actual path on both asset-level and version-level; user must NOT provide code_dir/boot_file; Mode 2 gets catalog_id from asset detail (no --catalog-id needed)
• Mode 3 (--asset-id --version-id) NOT supported for algorithm — raises ValueError

Frontmatter support:

• Auto-reads local-path/README.md YAML frontmatter
• Fields: name, type, sub_type, description, status, tags, version, ext_metadata, parent_asset_version_id, generation_method
• Priority: frontmatter overrides CLI parameters (except catalog_id, CLI only); fields missing from both trigger errors
• Required fields for new asset: catalog_id (CLI only), name (frontmatter or CLI), type (frontmatter or CLI)
• Required for new version (--asset-id): ext_metadata (backend requires it for model/dataset/image/simulation; pass via --ext-metadata or frontmatter)
• ext_metadata pre-validation: model/dataset/algorithm/image/simulation types validated before API call (robot is a sub_type of simulation)

Modes:

• No --asset-id: Create new asset + version + upload to OBS; after upload, if version status is CREATING, auto-update to DRAFT
• --asset-id only: Create new version for existing asset + upload to OBS; ext_metadata is required (backend validates for model/dataset/image/simulation; pass via --ext-metadata or frontmatter); after upload, if version status is CREATING, auto-update to DRAFT
• --asset-id + --version-id: Reuse existing version, upload files directly to OBS (same-name objects are overwritten idempotently); after upload, if version status is CREATING, auto-update to DRAFT; NOT supported for algorithm assets (raises ValueError)

Status flow: When no --status is specified, the backend creates the version with status CREATING. After a successful OBS upload, if the version status is still CREATING, the SDK automatically calls update-version to set it to DRAFT. If the user explicitly specifies a status (e.g., RELEASE via frontmatter), the upload succeeds but the status is not auto-modified.

Export asset

cloudrobo asset export-asset --asset-id <id> --local-path <local-folder> [--version-id <version-id>] [--dry-run]

Type constraints:

• image type is NOT supported — raises ValueError (SWR reference, no downloadable files); use create-asset instead
• algorithm type IS supported — downloads code from ext_metadata.code_dir OBS path; if code_dir is missing, raises RuntimeError with recovery guidance

Path requirement: --local-path must be an existing directory (raises FileNotFoundError if not found, ValueError if it's a file). The SDK creates a subdirectory {local-path}/{asset_id}/ inside it for the downloaded files.

README.md generation:

• Creates <local-path>/<asset-id>/README.md with YAML frontmatter
• Frontmatter fields: name, type, sub_type, description, status, tags, version, ext_metadata, parent_asset_version_id, generation_method
• If README.md already exists, preserves body content and replaces frontmatter only
• Enables seamless re-import with minimal CLI parameters

Parameter Confirmation 参数确认

Mutating operations (create/update/delete/import/export/batch-delete) should be confirmed by the user before execution. --dry-run can be used to preview the operation safely.

Reference Documents 参考文档

• CLI Installation Guide — cloudrobo CLI installation and configuration
• IAM Policies — Least-privilege credential model
• Verification Method — Verification method details
• Dataflow Diagram — Mermaid data flow diagram
• Acceptance Criteria — Acceptance criteria
• API Paths — REST API paths discovered via SDK source
• Validation Rules — Field validation, ext_metadata rules, parameter interactions
• Edge Cases — Edge cases and error handling

Edge Cases 边界情况

Key edge cases include: missing catalog_id, import OBS upload failure recovery, export permission checks, immutable field validation, built-in vs workspace asset distinction, and capabilities filter mapping. See Edge Cases for the full table.

Verification Method 验证方法

# Specification compliance + functional testing
bash scripts/test-cli-commands.sh . --executor {cli|sdk|api}

Test cases: see templates/test-vars.json for the full list covering all asset operations.

Verification Checklist 验证清单

• After create/update/import: verify via show-asset/show-version/list-actions that changes took effect
• After list/search/check-permission: verify results match filter criteria and verdict contains allow/deny
• Before delete: confirm with user — deletion is irreversible
• After export: check local directory file structure matches OBS source

Best Practices 最佳实践

• Use --dry-run with create/update/delete/import/export to validate parameters before execution
• Before creating assets with ext_metadata, consult references/validation-rules.md for required fields by type
• Use import-asset (not create-asset) for most scenarios — it handles the full flow (asset + version + OBS upload)
• For failed imports, reuse the existing version with --asset-id --version-id to avoid accumulating empty versions
• Query predefined tags via list-tags before adding tags to ensure they are valid
• Use export-asset followed by import-asset for seamless asset migration — export generates README.md with frontmatter, import auto-reads it to fill metadata
• For import without frontmatter, provide --ext-metadata for model/dataset/simulation types to pass pre-validation