Agent skill

External Cannbot Ops Pypto Op Develop

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

当需要编写 PyPTO 算子实现时使用此 skill。基于需求规格、设计方案和参考实现,生成完整可运行的 PyPTO 算子实现与配套测试、文档。Triggers: 实现算子、写 kernel、编写实现、写 impl、算子编码、开始编码、code the op、写 test、生成测试、写实现代码、op develop、kernel 实现。

No licenceAuto-check passed

Install External Cannbot Ops Pypto Op Develop

skills CLI
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-pypto-op-develop -a claude-code

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

GitHub CLI
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-pypto-op-develop --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/external/cannbot/ops/pypto-op-develop .claude/skills/external-cannbot-ops-pypto-op-develop && 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/

Facts

Skill name
external-cannbot-ops-pypto-op-develop
GitHub stars
174
Token cost
~2.1k tokens
SKILL.md length
594 words
Files
7 (incl. scripts, references)
Skills in repo
70
Repo updated
First seen
Licence
None found

At a glance

当需要编写 PyPTO 算子实现时使用此 skill。基于需求规格、设计方案和参考实现,生成完整可运行的 PyPTO 算子实现与配套测试、文档。Triggers: 实现算子、写 kernel、编写实现、写 impl、算子编码、开始编码、code the op、写 test、生成测试、写实现代码、op develop、kernel 实现。

  • Works in 2 steps: 检查 CANN 是否安装 → 检查 pto-isa 源码是否获取
  • SKILL.md covers 所需输入, 开发阶段, 实现注意点 and 常见问题与解决方案, plus 2 more sections
  • Runs Python and Shell scripts from its folder; calls bash and python3

What it does

External Cannbot Ops Pypto Op Develop is an agent skill from ascend-ai-coding/awesome-ascend-skills. 当需要编写 PyPTO 算子实现时使用此 skill。基于需求规格、设计方案和参考实现,生成完整可运行的 PyPTO 算子实现与配套测试、文档。Triggers: 实现算子、写 kernel、编写实现、写 impl、算子编码、开始编码、code the op、写 test、生成测试、写实现代码、op develop、kernel 实现。

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/error-code-troubleshooting.md`, `references/execution-constraints.md` and `references/impl-template.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

  • “/external-cannbot-ops-pypto-op-develop”

Requirements

  • Python 3
  • A Bash shell

Workflow steps

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

  1. 检查 CANN 是否安装
  2. 检查 pto-isa 源码是否获取

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 2 files in scripts/ (Python and Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • bash
    • python3

    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 Pypto Op Develop loads about 2.1k tokens when it runs, and up to ~8k if it reads all its reference files. Until then it costs about 52 tokens; SKILL.md has 594 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~52
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~8k

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 594 words (~2,112 tokens).

name
external-cannbot-ops-pypto-op-develop
original-name
pypto-op-develop
synced-from
https://gitcode.com/cann/cannbot-skills
synced-date
2026-05-26
synced-commit
ac5bbd2b4cf427d011874e11f8d1e8b1bef66eda
license
UNKNOWN

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files (scripts, references) in external/cannbot/ops/pypto-op-develop of ascend-ai-coding/awesome-ascend-skills.

  • SKILL.md
  • references/error-code-troubleshooting.md
  • references/execution-constraints.md
  • references/impl-template.py
  • references/test-template.py
  • scripts/environment_prepare.sh
  • scripts/list_idle_chip_ids.sh

Open the folder on GitHubat commit 62a4ecb

Compare with similar skills

External Cannbot Ops Pypto Op Develop 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.

External Cannbot Ops Pypto Op Develop compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
External Cannbot Ops Pypto Op Develop this skillascend-ai-coding/awesome-ascend-skills174—~2.1kAutomated safety check: PassNone
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MCP Developmentcoollabsio/coolify63k1 repos~949Automated safety check: PassMIT
Game Developmentsickn33/agentic-awesome-skills47k1 repos~1.3kAutomated safety check: PassMIT
Twenty App Entity Developmenttwentyhq/twenty58k—~1.8kAutomated safety check: PassCustom licence
Developmentccusage/ccusage19k—~433Automated safety check: PassCustom licence

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Questions about External Cannbot Ops Pypto Op Develop

What does External Cannbot Ops Pypto Op Develop do?

当需要编写 PyPTO 算子实现时使用此 skill。基于需求规格、设计方案和参考实现,生成完整可运行的 PyPTO 算子实现与配套测试、文档。Triggers: 实现算子、写 kernel、编写实现、写 impl、算子编码、开始编码、code the op、写 test、生成测试、写实现代码、op develop、kernel 实现。. External Cannbot Ops Pypto Op Develop is an agent skill from ascend-ai-coding/awesome-ascend-skills.

How do I install External Cannbot Ops Pypto Op Develop in Claude Code?

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

How do I install External Cannbot Ops Pypto Op Develop in Codex?

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

Can I use External Cannbot Ops Pypto Op Develop 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-pypto-op-develop -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-pypto-op-develop, .gemini/skills/external-cannbot-ops-pypto-op-develop, .github/skills/external-cannbot-ops-pypto-op-develop and .opencode/skills/external-cannbot-ops-pypto-op-develop in your project.

What does External Cannbot Ops Pypto Op Develop need to run?

Going by SKILL.md and its folder, External Cannbot Ops Pypto Op Develop needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (bash and python3). Our summary lists: Python 3; A Bash shell.

Does External Cannbot Ops Pypto Op Develop 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 Pypto Op Develop 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 Pypto Op Develop use?

No licence was found for External Cannbot Ops Pypto Op Develop or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does External Cannbot Ops Pypto Op Develop use?

About 2.1k tokens (SKILL.md is roughly 8.4k 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 5.9k tokens, read only when the agent opens those files.

What are the alternatives to External Cannbot Ops Pypto Op Develop?

Skills that share tags, products or a category with External Cannbot Ops Pypto Op Develop: Moodle External API Development (davila7/claude-code-templates, 32k stars), MCP Development (coollabsio/coolify, 63k stars), Game Development (sickn33/agentic-awesome-skills, 47k stars) and Twenty App Entity Development (twentyhq/twenty, 58k 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 Pypto Op Develop?

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.