huawei-cloud-ascend-profiler-db-explorer SKILL.md skillA
huawei-cloud-ascend-profiler-db-explorer 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-ascend-profiler-db-explorer@git:20260605.96bdc37Pins git:20260605.96bdc37 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-ascend-profiler-db-explorer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260605.96bdc37, committed Jun 5, 2026
- Size
- 16,030 bytes
- Repository stars
- 59
- License
- MIT
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…
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 Ascend Profiler DB Explorer ## Overview This skill converts natural language questions about profiling data into safe SQL queries for Ascend PyTorch Profiler and msprof databases. **Architecture**: Natural Language Input → Intent Recognition → SQL Generation → Database Execution → Result Analysis **Related Skills**: - `huawei-cloud-msot-msopprof-operator-profiler` - Operator performance data collection - `huawei-cloud-ascend-small-model-migrate` - Migration workflow that uses profiling analysis - `huawei-cloud-ascendc-operator-performance-optim` - Operator optimization workflow ## Architecture Components This skill involves the following cloud services and components: - **MSProf**: Ascend profiling tool for data collection and database management - **SQLite**: Database engine for storing profiling data - **Ascend NPU**: Target hardware for performance profiling - **msprof_mcp**: Tool for executing SQL queries on profiling database **Architecture Diagram:** ```text ┌─────────────────────────────────────────────────────────────┐ │ Profiler DB Explorer Skill │ …
Read the whole file at its exact version.
How to install
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-ascend-profiler-db-explorer@sha256:3c94f9cce3d88e38The line at the top of this page pins the label git:20260605.96bdc37, 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_wt6xw33aksv7pt25)
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 (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
huaweicloud/huaweicloud-skills · 59 stars · license MIT · pushed 2026-11-07 · 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
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.