huawei-cloud-cloudrobo-model-adapt-workflow SKILL.md skillA
huawei-cloud-cloudrobo-model-adapt-workflow 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-model-adapt-workflow@git:20261105.21cb5dbPins git:20261105.21cb5db 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-model-adapt-workflow/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261105.21cb5db, committed Nov 5, 2026
- Size
- 18,028 bytes
- Repository stars
- 59
- License
- MIT
One-stop workflow for adapting models on the CloudRobo platform. Chains 4 sub-skills: huawei-cloud-cloudrobo-npu-patcher (PyTorch VLA → Ascend NPU adaptation), huawei-cloud-cloudrobo-weight-layout (standard checkpoint layout), huawei-cloud-cloudrobo-train-metrics (Octopus training metric reporting), and huawei-cloud-cloudrobo-inference-adapter (target-protocol inference interface adaptation), covering the full pipeline of "model code → trainable on NPU → weights produced in standard layout…
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
# CloudRobo Platform Model Adaptation Workflow
## Overview
This skill chains 4 sub-skills into a single pipeline. Each stage calls its
corresponding sub-skill (via the Skill tool) and feeds the previous stage's
output into the next stage's input.
```
┌───────────────────────────────────────────────────────────────┐
│ Stage 0 Input confirmation │
│ Model code / dataset / conda env / NPU cards / target │
│ protocol / output_root │
└──────────────────────────────┬────────────────────────────────┘
▼
┌───────────────────────────────────────────────────────────────┐
│ Stage 1 huawei-cloud-cloudrobo-npu-patcher ← first get code running │
│ on NPU │
│ scan → fix → verify (no training start) → migrate_to_cloudrobo/│
└──────────────────────────────┬────────────────────────────────┘
▼
┌───────────────────────────────────────────────────────────────┐
│ Stage 2 huawei-cloud-cloudrobo-weight-layout ← standardize training-side │
…Read the whole file at its exact version.
How to install
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-cloudrobo-model-adapt-workflow@sha256:59076df972993da6The line at the top of this page pins the label git:20261105.21cb5db, 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_sp3ucmrvoi6um2ex)
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Versions
The registry has recorded 1 version of this file, committed on Nov 5, 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 (18028 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_sp3ucmrvoi6um2ex GET https://markdownregistry.com/api/v1/resolve?ref=huaweicloud/huaweicloud-skills/huawei-cloud-cloudrobo-model-adapt-workflow GET https://markdownregistry.com/api/v1/blob/59076df972993da60efad613da94796786bfc0b6214e4768e127d402639d588e
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.