huawei-cloud-cloudrobo-infer SKILL.md skillA
huawei-cloud-cloudrobo-infer from huaweicloud/huaweicloud-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-cloudrobo-infer@git:20260908.a9743dePins git:20260908.a9743de in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- huaweicloud/huaweicloud-skills
- Path
skills/ai/cloudrobo/huawei-cloud-cloudrobo-infer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260908.a9743de, committed Sep 8, 2026
- Size
- 29,184 bytes
- Repository stars
- 59
- License
- MIT
Manage CloudRobo inference services — deploy a model into a managed inference service, list/query deployed services and their logs, start/stop a running service, update or delete a service, and orchestrate the 'wait-deploy' convenience flow that polls a service until it finishes deploying. Inference services consume models produced by cloudrobo-train and are consumed by robo-dispatcher when dispatching embodied tasks. Triggers include: infer, inference, model deployment, deploy model…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
> **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
The `cloudrobo-infer` skill manages the full lifecycle of CloudRobo **inference services**
(also called model-serving / inference-service). It lets the agent deploy a model (identified
by `model_id` + `model_version_id` passed as a `--model-json` JSON object) into a long-running
inference service, monitor and operate that service (start / stop / update / delete / logs),
and use `wait-deploy` to poll until the service status is no longer `DEPLOYING`
(`status != "DEPLOYING"`), at which point it returns any other state (e.g., RUNNING, FAILED, STOPPED).
> Note: `wait-deploy` only waits on the `DEPLOYING` phase — it does NOT wait through `CREATING`.
> Read the [Wait-Deploy](references/service-config-catalog.md#wait-deploy-cli-helper) reference for exact semantics.
**Applicable scenarios:**
- **Model deployment** — Deploy a model as an inference service (create → wait-deploy)
…Read the whole file at its exact version.
How to install
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-cloudrobo-infer@sha256:52f3c16637c6e7c1The line at the top of this page pins the label git:20260908.a9743de, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_4yiodfwj6nghhwxz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 8, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (29184 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
huaweicloud/huaweicloud-skills · 59 stars · license MIT · pushed 2026-11-07 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_4yiodfwj6nghhwxz GET https://markdownregistry.com/api/v1/resolve?ref=huaweicloud/huaweicloud-skills/huawei-cloud-cloudrobo-infer GET https://markdownregistry.com/api/v1/blob/52f3c16637c6e7c16c4e69f697bb82ffb7023f55a0bdfc682fee836473adaa61
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.