Profile
ccusage/ccusage
Profiles ccusage performance. An agent skill from ccusage/ccusage.
Agent skill
External Cannbot Ops Ops Profiling
by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills
NPU 性能采集与分析，用于采集算子性能数据、定位性能瓶颈并给出优化建议。当用户在算子开发过程中提到"上板性能"、"算子性能测试"、"硬件性能验证"、"NPU性能采集"、"NPU profiling"等场景时触发。
No licenceAuto-check passed
Install External Cannbot Ops Ops Profiling
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ops-profiling --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/external/cannbot/ops/ops-profiling .claude/skills/external-cannbot-ops-ops-profiling && rm -rf skills-srcUse ~/.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/
Install the "external-cannbot-ops-ops-profiling" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ops-profiling into .claude/skills/external-cannbot-ops-ops-profiling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ops-profiling", 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 install https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ops-profilingType 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.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ops-profiling --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/external/cannbot/ops/ops-profiling .agents/skills/external-cannbot-ops-ops-profiling && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "external-cannbot-ops-ops-profiling" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ops-profiling into .agents/skills/external-cannbot-ops-ops-profiling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ops-profiling", 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.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ops-profiling --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/external/cannbot/ops/ops-profiling .cursor/skills/external-cannbot-ops-ops-profiling && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "external-cannbot-ops-ops-profiling" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ops-profiling into .cursor/skills/external-cannbot-ops-ops-profiling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ops-profiling", 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 https://github.com/ascend-ai-coding/awesome-ascend-skills.git --path external/cannbot/ops/ops-profiling--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ops-profiling --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/external/cannbot/ops/ops-profiling .gemini/skills/external-cannbot-ops-ops-profiling && rm -rf skills-srcUse ~/.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/
Install the "external-cannbot-ops-ops-profiling" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ops-profiling into .gemini/skills/external-cannbot-ops-ops-profiling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ops-profiling", 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.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ops-profilingInstalls 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).
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/external/cannbot/ops/ops-profiling .github/skills/external-cannbot-ops-ops-profiling && rm -rf skills-srcUse ~/.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/
Install the "external-cannbot-ops-ops-profiling" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ops-profiling into .github/skills/external-cannbot-ops-ops-profiling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ops-profiling", 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.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ops-profiling --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/external/cannbot/ops/ops-profiling .opencode/skills/external-cannbot-ops-ops-profiling && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "external-cannbot-ops-ops-profiling" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ops-profiling into .opencode/skills/external-cannbot-ops-ops-profiling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ops-profiling", 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
external-cannbot-ops-ops-profiling- GitHub stars
- 174
- Token cost
- ~2k tokens
- SKILL.md length
- 522 words
- Files
- 4 (incl. scripts, references)
- Skills in repo
- 70
- Repo updated
- First seen
- Licence
- None found
At a glance
NPU 性能采集与分析，用于采集算子性能数据、定位性能瓶颈并给出优化建议。当用户在算子开发过程中提到"上板性能"、"算子性能测试"、"硬件性能验证"、"NPU性能采集"、"NPU profiling"等场景时触发。
- Works in 6 steps: 构建算子 → msprof op 采集 → 归档数据 + 生成统计摘要 → …
- SKILL.md covers 适用场景, 工作流, 数据目录结构 and 上板 vs 仿真选择, plus 2 more sections
- Runs Python scripts from its folder; calls bash, cmake and make
What it does
External Cannbot Ops Ops Profiling is an agent skill from ascend-ai-coding/awesome-ascend-skills. NPU 性能采集与分析，用于采集算子性能数据、定位性能瓶颈并给出优化建议。当用户在算子开发过程中提到"上板性能"、"算子性能测试"、"硬件性能验证"、"NPU性能采集"、"NPU profiling"等场景时触发。
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/csv_fields_reference.md`, `references/optimization_quickref.md` and `scripts/perf_summary.py`).
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/.
Example prompts
- “算子性能测试”
- “硬件性能验证”
- “NPU性能采集”
- “/external-cannbot-ops-ops-profiling”
Requirements
- Python 3
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- 构建算子
- msprof op 采集
- 归档数据 + 生成统计摘要
- 性能标准判定
- 瓶颈定位与优化
- 验证优化效果
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 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
bashcmakemakepython3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
External Cannbot Ops Ops Profiling loads about 2k tokens when it runs, and up to ~6.7k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 522 words of instructions outside code blocks.
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 522 words (~1,957 tokens).
“在真实 NPU 上采集算子性能数据，系统化解读 8 个 CSV 指标文件，判定性能是否达标，定位瓶颈类型，并给出可操作的优化建议。”
- name
- external-cannbot-ops-ops-profiling
- original-name
- ops-profiling
- synced-from
- https://gitcode.com/cann/cannbot-skills
- synced-date
- 2026-05-26
- synced-commit
- ac5bbd2b4cf427d011874e11f8d1e8b1bef66eda
- license
- UNKNOWN
Files
SKILL.md and 3 other files (scripts, references) in external/cannbot/ops/ops-profiling of ascend-ai-coding/awesome-ascend-skills.
- SKILL.md
- references/csv_fields_reference.md
- references/optimization_quickref.md
- scripts/perf_summary.py
Open the folder on GitHubat commit 62a4ecb
Compare with similar skills
External Cannbot Ops Ops Profiling 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| External Cannbot Ops Ops Profiling this skillascend-ai-coding/awesome-ascend-skills | 174 | — | ~2k | Automated safety check: Pass | None | |
| Profileccusage/ccusage | 19k | — | ~430 | Automated safety check: Pass | Custom licence | |
| Cpu ProfileClickHouse/ClickHouse | 50k | — | ~1.9k | Automated safety check: Notes | Apache-2.0 | |
| Codex Profilessickn33/agentic-awesome-skills | 47k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| External Linksthedaviddias/Front-End-Checklist | 74k | — | ~773 | Automated safety check: Pass | MIT | |
| Collectors Snmp Profilesnetdata/netdata | 81k | — | ~3.1k | Automated safety check: Pass | GPL-3.0 |
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Questions about External Cannbot Ops Ops Profiling
What does External Cannbot Ops Ops Profiling do?
NPU 性能采集与分析，用于采集算子性能数据、定位性能瓶颈并给出优化建议。当用户在算子开发过程中提到"上板性能"、"算子性能测试"、"硬件性能验证"、"NPU性能采集"、"NPU profiling"等场景时触发。. External Cannbot Ops Ops Profiling is an agent skill from ascend-ai-coding/awesome-ascend-skills.
How do I install External Cannbot Ops Ops Profiling in Claude Code?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a claude-code`. Or copy the skill folder (external/cannbot/ops/ops-profiling in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/external-cannbot-ops-ops-profiling in your project. Claude Code loads it when a task matches its description.
How do I install External Cannbot Ops Ops Profiling in Codex?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ops-profiling -a codex`. Or copy the skill folder (external/cannbot/ops/ops-profiling in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/external-cannbot-ops-ops-profiling in your project. Codex loads it when a task matches its description.
Can I use External Cannbot Ops Ops Profiling 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 external-cannbot-ops-ops-profiling -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/external-cannbot-ops-ops-profiling, .gemini/skills/external-cannbot-ops-ops-profiling, .github/skills/external-cannbot-ops-ops-profiling and .opencode/skills/external-cannbot-ops-ops-profiling in your project.
What does External Cannbot Ops Ops Profiling need to run?
Going by SKILL.md and its folder, External Cannbot Ops Ops Profiling needs Python for the scripts in its folder and the command-line tools its instructions call (bash, cmake, make and python3). Our summary lists: Python 3.
Does External Cannbot Ops Ops Profiling access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is External Cannbot Ops Ops Profiling 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 External Cannbot Ops Ops Profiling use?
No licence was found for External Cannbot Ops Ops Profiling or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does External Cannbot Ops Ops Profiling use?
About 2k tokens (SKILL.md is roughly 7.8k 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 4.7k tokens, read only when the agent opens those files.
What are the alternatives to External Cannbot Ops Ops Profiling?
Skills that share tags, products or a category with External Cannbot Ops Ops Profiling: Profile (ccusage/ccusage, 19k stars), Cpu Profile (ClickHouse/ClickHouse, 50k stars), Codex Profiles (sickn33/agentic-awesome-skills, 47k stars) and External Links (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains External Cannbot Ops Ops Profiling?
ascend-ai-coding (a GitHub organization) maintains it in ascend-ai-coding/awesome-ascend-skills, which has 174 GitHub stars. The repository holds 70 skills in this directory. The repository was last updated on October 8, 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.