huawei-cloud-msot-msopprof-operator-profiler SKILL.md skillA
huawei-cloud-msot-msopprof-operator-profiler 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-msot-msopprof-operator-profiler@git:20260605.2517520Pins git:20260605.2517520 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/modelarts/huawei-cloud-msot-msopprof-operator-profiler/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260605.2517520, committed Jun 5, 2026
- Size
- 7,755 bytes
- Repository stars
- 59
- License
- MIT
Collect operator-level performance data on Ascend NPU using msopprof tool. Supports both device mode and simulator mode, generates performance analysis reports. Use this skill when the user wants to: (1) profile operator performance on Ascend NPU, (2) collect performance data for analysis, (3) identify performance bottlenecks through operator execution characteristics. Trigger: user mentions "msopprof", "profiler", "performance profiling", "operator profiling", "Ascend", "NPU", "profile data…
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 msOT msopprof Operator Profiler ## Overview This skill provides operator-level performance profiling capabilities for Ascend NPU. **Architecture**: Profiling Configuration → Data Collection → Report Generation → Analysis **Related Skills**: - `huawei-cloud-ascend-profiler-db-explorer` - Profiling database analysis and query - `huawei-cloud-ascend-small-model-migrate` - Migration workflow that uses performance data ## Architecture Components This skill involves the following cloud services and components: - **msopprof**: Huawei Cloud operator profiling tool for Ascend NPU - **CANN**: AI Computing Platform for NPU runtime support - **Ascend NPU**: Target hardware for performance profiling - **Profiling Database**: Storage for collected performance data **Architecture Diagram:** ```text ┌─────────────────────────────────────────────────────────────┐ │ msOT msopprof Operator Profiler Skill │ ├─────────────────────────────────────────────────────────────┤ │ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │ │ │ Profiling │───▶│ Data │───▶│ Report │ │ …
Read the whole file at its exact version.
How to install
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-msot-msopprof-operator-profiler@sha256:017a6177c5ac9aa9The line at the top of this page pins the label git:20260605.2517520, 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_7t6cqqzhyig6vnh2)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 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 (7755 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_7t6cqqzhyig6vnh2 GET https://markdownregistry.com/api/v1/resolve?ref=huaweicloud/huaweicloud-skills/huawei-cloud-msot-msopprof-operator-profiler GET https://markdownregistry.com/api/v1/blob/017a6177c5ac9aa9aea0c832d3cb520d41190c40d597cf4dcaff344f4395b252
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.