huaweicloud/huaweicloud-skills · skills/ai/modelarts/huawei-cloud-msmodelslim-model-analysis/SKILL.md

huawei-cloud-msmodelslim-model-analysis skillA

huawei-cloud-msmodelslim-model-analysis is agent-read markdown (skill) from huaweicloud/huaweicloud-skills: Analyze candidate models before adapter implementation. Determine model implementation source (transformers or model-local), structural features, layer-by-layer loading requirements, and MoE fused weight risks. Use this skill when the user wants to: (1) assess model adaptation feasibility before creating msModelSlim adapters, (2) analyze model structure and type classification, (3) evaluate MoE compatibility for quantization. Trigger: user mentions "model analysis", "msModelSlim", "adapter", "tr.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-msmodelslim-model-analysis@git:20260604.32f9574
Exact content
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-msmodelslim-model-analysis@sha256:64e6ed64df442d05

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

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Versions

versioncommittedcommitsizeaudit
git:20260604.32f9574 latest2026-06-04 32f9574 14,151 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (14151 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

GitHub

huaweicloud/huaweicloud-skills · 49 stars · license MIT · pushed 2026-09-18 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_vmm2eptgedy4hxnb
GET https://markdownregistry.com/api/v1/resolve?ref=huaweicloud/huaweicloud-skills/huawei-cloud-msmodelslim-model-analysis
GET https://markdownregistry.com/api/v1/blob/64e6ed64df442d056f08b42e687a0b1f7679760d4d479f7290aa9d74ee8d3d9a

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.