Agent skill

Ascend Dmi

by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills

当用户需要对华为昇腾 NPU 进行硬件层面的管理、测试或诊断时使用此 skill。典型场景： - 查看 NPU 卡的状态、温度、利用率 - 测试内存带宽（h2d/d2h/d2d/p2p） - 跑算力/功耗基准测试（TFLOPS、TOPS） - 诊断 NPU 硬件故障或做健康检查 - 对 NPU 卡做压力测试（aicore、内存） - 复位/恢复卡住或异常的 NPU 卡典型用户问题（即使不提…

No licenceAuto-check passedDevOps & Cloud

Install Ascend Dmi

skills CLI

$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install ascend-ai-coding/awesome-ascend-skills ascend-dmi --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/base/ascend-dmi .claude/skills/ascend-dmi && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "ascend-dmi" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/base/ascend-dmi into .claude/skills/ascend-dmi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ascend-dmi", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/base/ascend-dmi

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install ascend-ai-coding/awesome-ascend-skills ascend-dmi --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/base/ascend-dmi .agents/skills/ascend-dmi && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "ascend-dmi" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/base/ascend-dmi into .agents/skills/ascend-dmi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ascend-dmi", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install ascend-ai-coding/awesome-ascend-skills ascend-dmi --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/base/ascend-dmi .cursor/skills/ascend-dmi && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "ascend-dmi" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/base/ascend-dmi into .cursor/skills/ascend-dmi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ascend-dmi", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/ascend-ai-coding/awesome-ascend-skills.git --path skills/base/ascend-dmi

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install ascend-ai-coding/awesome-ascend-skills ascend-dmi --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/base/ascend-dmi .gemini/skills/ascend-dmi && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "ascend-dmi" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/base/ascend-dmi into .gemini/skills/ascend-dmi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ascend-dmi", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install ascend-ai-coding/awesome-ascend-skills ascend-dmi

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/base/ascend-dmi .github/skills/ascend-dmi && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "ascend-dmi" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/base/ascend-dmi into .github/skills/ascend-dmi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ascend-dmi", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install ascend-ai-coding/awesome-ascend-skills ascend-dmi --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/base/ascend-dmi .opencode/skills/ascend-dmi && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "ascend-dmi" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/base/ascend-dmi into .opencode/skills/ascend-dmi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ascend-dmi", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: ascend-dmi
GitHub stars: 174
Token cost: ~1.7k tokens
SKILL.md length: 457 words
Files: 17 (incl. scripts, references, assets)
Skills in repo: 69
Repo updated: Oct 7, 2026
First seen: Oct 7, 2026
Licence: None found

At a glance

Works in 3 steps: 告知用户影响："该测试会独占 NPU，正在运行的训练/推理任务将被中断" → 获取用户确认后执行 → 添加 -q 参数跳过命令行交互提示
The user wants to measure
SKILL.md covers 快速决策：根据操作类型选择路径, 第 1 步：远程还是本地？, 第 2 步：环境检查 and 第 3 步：确认测试参数, plus 4 more sections
Runs Shell scripts from its folder; calls python3 and ssh

What it does

Ascend Dmi is an agent skill from ascend-ai-coding/awesome-ascend-skills. 当用户需要对华为昇腾 NPU 进行硬件层面的管理、测试或诊断时使用此 skill。典型场景： - 查看 NPU 卡的状态、温度、利用率 - 测试内存带宽（h2d/d2h/d2d/p2p） - 跑算力/功耗基准测试（TFLOPS、TOPS） - 诊断 NPU 硬件故障或做健康检查 - 对 NPU 卡做压力测试（aicore、内存） - 复位/恢复卡住或异常的 NPU 卡典型用户问题（即使不提 ascend-dmi 也应触发）： - "帮我测一下这台服务器的算力和带宽" - "看看 192.168.1.50 上 NPU 的温度和利用率" - "跑个 fp16 算力测试，看看 TFLOPS 多少" - "d2d 带宽有没有达标" - "3 号卡好像有问题，帮我诊断一下" - "NPU 卡住了，复位一下" - "对 8 张卡做个压力测试" - "跑个功耗测试，edp 模式" Use this skill whenever the user wants to measure, diagnose, or manage Ascend NPU hardware directly — including checking server…

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 21 other files, including scripts, reference files and assets (for example `assets/report-template.md`, `references/command-cheatsheet.md` and `references/constraints.md`).

It sits in DevOps & Cloud. It works with Docker. The repository describes itself as: A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed Agent Skills. https://ascend-ai-coding.github.io/awesome-ascend-skills/.

When your agent uses it

The user wants to measure
Manage Ascend NPU hardware directly — including checking server NPU performance (算力/带宽/功耗)
Diagnosing hardware faults
Resetting NPU cards

Example prompts

“帮我测一下这台服务器的算力和带宽”
“看看 192.168.1.50 上 NPU 的温度和利用率”
“跑个 fp16 算力测试，看看 TFLOPS 多少”
“/ascend-dmi”

Requirements

Python 3
A Bash shell
Docker

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

告知用户影响："该测试会独占 NPU，正在运行的训练/推理任务将被中断"
获取用户确认后执行
添加 -q 参数跳过命令行交互提示

What it can do on your machine

Read from SKILL.md and the folder at commit 62a4ecb. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 3 files in scripts/ (Shell, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
- python3
- ssh
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use ssh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ascend Dmi loads about 1.7k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 203 tokens; SKILL.md has 457 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~203
When it runs · the whole SKILL.md, loaded when a task matches: ~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~13k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 457 words (~1,708 tokens).

“Ascend DMI（Ascend Device Management Interface）是华为昇腾 NPU 设备的管理和诊断工具。”

— opening of SKILL.md by ascend-ai-coding

name: ascend-dmi

Outline of SKILL.md

Ascend DMI 工具使用指南
快速决策：根据操作类型选择路径
第 1 步：远程还是本地？
第 2 步：环境检查
2a. 检查 ascend-dmi
2b. 检查 CANN（性能测试、诊断、压力测试必须）
第 3 步：确认测试参数
各测试类型需确认的参数
第 4 步：构建命令
命令速查
注意事项
第 5 步：风险确认与执行
无风险操作（信息查询、眼图测试）
中等风险操作（带宽/算力/功耗测试、健康检查、性能规格）
高风险操作（压力测试、NPU 恢复）
第 6 步：解读输出
资源索引

Read the full SKILL.md on GitHub

Files

SKILL.md and 16 other files (scripts, references, assets) in skills/base/ascend-dmi of ascend-ai-coding/awesome-ascend-skills.

SKILL.md
assets/report-template.md
references/command-cheatsheet.md
references/constraints.md
references/environment-setup.md
references/execution-guide.md
references/output-interpretation.md
references/parameters/bandwidth.md
references/parameters/common.md
references/parameters/diagnosis.md
references/parameters/flops.md
references/parameters/power.md
references/risk-assessment.md
scripts/templates/bandwidth-test.sh
scripts/templates/diagnose-test.sh
scripts/templates/health-check.sh
… and 1 more

Open the folder on GitHubat commit 62a4ecb

Compare with similar skills

Ascend Dmi next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ascend Dmi compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Ascend Dmi this skillascend-ai-coding/awesome-ascend-skills	174	—	~1.7k	Automated safety check: Pass	None	yesterday
Aspiremicrosoft/aspire.dev	196	4 repos	~1.1k	Automated safety check: Pass	MIT	yesterday
Borg Live Debugkaranhudia/borg-ui	1.7k	—	~1.4k	Automated safety check: Notes	AGPL-3.0	today
Reviewwerf/werf	4.7k	—	~2k	Automated safety check: Pass	Apache-2.0	yesterday
Kurtosis Ethereumethpandaops/ethereum-package	481	—	~1.6k	Automated safety check: Notes	MIT	yesterday
Megalinter Checknvuillam/npm-groovy-lint	248	1 repos	~3.9k	Automated safety check: Notes	MIT	4 days ago

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Works with

Docker

Questions about Ascend Dmi

What does Ascend Dmi do?

When should I use Ascend Dmi?

Ascend Dmi fits situations like: the user wants to measure; manage Ascend NPU hardware directly — including checking server NPU performance (算力/带宽/功耗); diagnosing hardware faults; resetting NPU cards.

How do I install Ascend Dmi in Claude Code?

Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a claude-code`. Or copy the skill folder (skills/base/ascend-dmi in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/ascend-dmi in your project. Claude Code loads it when a task matches its description.

How do I install Ascend Dmi in Codex?

Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a codex`. Or copy the skill folder (skills/base/ascend-dmi in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/ascend-dmi in your project. Codex loads it when a task matches its description.

Can I use Ascend Dmi in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill ascend-dmi -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ascend-dmi, .gemini/skills/ascend-dmi, .github/skills/ascend-dmi and .opencode/skills/ascend-dmi in your project.

What does Ascend Dmi need to run?

Going by SKILL.md and its folder, Ascend Dmi needs a shell for the scripts in its folder and the command-line tools its instructions call (python3 and ssh). Our summary lists: Python 3; A Bash shell; Docker.

Does Ascend Dmi access the network?

SKILL.md contains no URLs. Its commands use ssh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Ascend Dmi safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Ascend Dmi use?

No licence was found for Ascend Dmi or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ascend Dmi use?

About 1.7k tokens (SKILL.md is roughly 6.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.

What are the alternatives to Ascend Dmi?

Skills that share tags, products or a category with Ascend Dmi: Aspire (microsoft/aspire.dev, 196 stars), Borg Live Debug (karanhudia/borg-ui, 1.7k stars), Review (werf/werf, 4.7k stars) and Kurtosis Ethereum (ethpandaops/ethereum-package, 481 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ascend Dmi?

ascend-ai-coding (a GitHub organization) maintains it in ascend-ai-coding/awesome-ascend-skills, which has 174 GitHub stars. The repository holds 69 skills in this directory. The repository was last updated on October 7, 2026.

Source: ascend-ai-coding/awesome-ascend-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Ascend Dmi

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Compare with similar skills

Similar skills

More from ascend-ai-coding/awesome-ascend-skills

Related

Questions about Ascend Dmi