huawei-cloud-dws-spec-planner SKILL.md skillA
huawei-cloud-dws-spec-planner 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-dws-spec-planner@v2.5.1Pins v2.5.1 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/bigdata/dws/huawei-cloud-dws-spec-planner/SKILL.md- Versions recorded
- 1
- Latest version
- v2.5.1, committed Oct 12, 2026
- Size
- 16,840 bytes
- Repository stars
- 59
- License
- MIT
Huawei Cloud DWS data warehouse configuration planning and sizing. Supports coupled/decoupled architecture, outputs minimum-spec plan and multi-sheet Excel report. Automatically calculates CPU cores, storage capacity, and generates structured report. Applicable to DWS cluster planning, node spec selection, data warehouse migration, capacity planning, and scale-out scenarios. Trigger words: "DWS planning", "DWS sizing", "DWS cluster planning", "DWS node spec", "data warehouse migration to DWS…
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
# Huawei Cloud DWS Data Warehouse Configuration Planning and Sizing ## Trigger Words **Chinese triggers:** "DWS规划", "DWS选型", "DWS集群规划", "DWS节点规格", "数据仓库迁移DWS", "华为云DWS", "Data Warehouse Service", "DWS sizing", "存算一体", "存算分离", "日增数据量", "DWS扩容", "DWS容量规划" **English triggers:** "DWS planning", "DWS sizing", "DWS cluster planning", "DWS node spec", "data warehouse migration to DWS", "Huawei Cloud DWS", "Data Warehouse Service", "coupled storage-compute", "decoupled storage-compute", "daily incremental data", "DWS scale-out", "DWS capacity planning" ## Overview Based on migration or greenfield scenarios, configuration planning is performed for both coupled and decoupled storage-compute architecture modes. The skill outputs **one** minimum-spec plan that satisfies requirements (minimum compute surplus under constraints), along with storage growth reserve and scale-out cadence recommendations based on daily incremental data. Functional boundary: requirement survey -> architecture mode confirmation -> CPU core calculation -> minimum-spec flavor selection -> hot data storage/cache capacity calculation -> (optional) growth reserve and scale-out cadence -> report output -> Excel… …
Read the whole file at its exact version.
How to install
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-dws-spec-planner@sha256:7e33b6ec024bafc1The line at the top of this page pins the label v2.5.1, 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_umakbt2ulbllucu2)
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Versions
The registry has recorded 1 version of this file, committed on Oct 12, 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 (16840 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_umakbt2ulbllucu2 GET https://markdownregistry.com/api/v1/resolve?ref=huaweicloud/huaweicloud-skills/huawei-cloud-dws-spec-planner GET https://markdownregistry.com/api/v1/blob/7e33b6ec024bafc15b2fcf152fe7bcfd5cefd263656fc5aab6e1e0a6a81e1d06
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.