huaweicloud/huaweicloud-skills · skills/ai/modelarts/huawei-cloud-ascend-profiler-db-explorer/SKILL.md

huawei-cloud-ascend-profiler-db-explorer skillA

huawei-cloud-ascend-profiler-db-explorer is agent-read markdown (skill) from huaweicloud/huaweicloud-skills: Convert natural language questions into safe executable SQL to query Ascend PyTorch Profiler / msprof database for operator time consumption, communication, dispatch, and other performance data. Supports table schema extraction from official documentation. Use this skill when the user wants to: (1) analyze Ascend profiling database, (2) query operator performance data, (3) analyze communication and dispatch bottlenecks, (4) check table schema for profiling data. Trigger: user mentions "profiler .

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-ascend-profiler-db-explorer@git:20260605.96bdc37
Exact content
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-ascend-profiler-db-explorer@sha256:3c94f9cce3d88e38

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

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wt6xw33aksv7pt25.svg)](https://markdownregistry.com/a/art_wt6xw33aksv7pt25)

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Versions

versioncommittedcommitsizeaudit
git:20260605.96bdc37 latest2026-06-05 96bdc37 16,030 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 (16030 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_wt6xw33aksv7pt25
GET https://markdownregistry.com/api/v1/resolve?ref=huaweicloud/huaweicloud-skills/huawei-cloud-ascend-profiler-db-explorer
GET https://markdownregistry.com/api/v1/blob/3c94f9cce3d88e388c73ae87654debf3779c7f0177fd30ed405bd30c0af7fd2a

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