Agent skill

External Cannbot Ops Pypto Op Design

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

当需要设计 PyPTO 算子实现方案时使用此 skill。基于算子规格与相关上下文,生成 DESIGN.md(含 API 映射、Tiling 策略、Loop 结构)。Triggers: 生成设计方案、生成 design、设计这个算子、写 DESIGN.md、算子设计、API 映射、Tiling 策略、tiling strategy、Loop 结构、数据切分、怎么切分数据、怎么做…

No licenceAuto-check passedFrontend & Design

Install External Cannbot Ops Pypto Op Design

skills CLI
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-pypto-op-design -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-design --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-design .claude/skills/external-cannbot-ops-pypto-op-design && 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-design
GitHub stars
174
Token cost
~2.4k tokens
SKILL.md length
362 words
Files
3 (incl. references)
Skills in repo
70
Repo updated
First seen
Licence
None found

At a glance

当需要设计 PyPTO 算子实现方案时使用此 skill。基于算子规格与相关上下文,生成 DESIGN.md(含 API 映射、Tiling 策略、Loop 结构)。Triggers: 生成设计方案、生成 design、设计这个算子、写 DESIGN.md、算子设计、API 映射、Tiling 策略、tiling strategy、Loop 结构、数据切分、怎么切分数据、怎么做…

  • Works in 10 steps: 所需信息 → 算子信息获取 → 规格字段检查 → …
  • Tasks that involve Design tokens
  • SKILL.md covers 1. 所需信息, 2. 算子信息获取, 3. 规格字段检查 and 4. 工作流程, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

External Cannbot Ops Pypto Op Design is an agent skill from ascend-ai-coding/awesome-ascend-skills. 当需要设计 PyPTO 算子实现方案时使用此 skill。基于算子规格与相关上下文,生成 DESIGN.md(含 API 映射、Tiling 策略、Loop 结构)。Triggers: 生成设计方案、生成 design、设计这个算子、写 DESIGN.md、算子设计、API 映射、Tiling 策略、tiling strategy、Loop 结构、数据切分、怎么切分数据、怎么做 tiling、设计文档、实现方案。

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/quick_ref.md` and `templates/design-template.md`).

It sits in Frontend & Design, covering Design tokens. 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

  • Tasks that involve Design tokens

Example prompts

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

Workflow steps

10 steps, taken from the step headings in SKILL.md.

  1. 所需信息
  2. 算子信息获取
  3. 规格字段检查
  4. 工作流程
  5. DESIGN.md 章节结构
  6. 质量自检与定向回修
  7. 知识库使用规范
  8. 典型配置使用
  9. 错误处理
  10. 完成报告

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

    No scripts in the folder and no shell commands in SKILL.md.

    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 Design loads about 2.4k tokens when it runs, and up to ~3.3k if it reads all its reference files. Until then it costs about 61 tokens; SKILL.md has 362 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.3k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 362 words (~2,404 tokens).

“基于算子规格与相关上下文,生成结构化的算子设计文档 DESIGN.md,涵盖 API 映射、数据规格、tiling 策略、loop 结构等完整设计内容,用于指导后续代码实现。”

— opening of SKILL.md by ascend-ai-coding
name
external-cannbot-ops-pypto-op-design
original-name
pypto-op-design
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 2 other files (references) in external/cannbot/ops/pypto-op-design of ascend-ai-coding/awesome-ascend-skills.

  • SKILL.md
  • references/quick_ref.md
  • templates/design-template.md

Open the folder on GitHubat commit 62a4ecb

Compare with similar skills

External Cannbot Ops Pypto Op Design 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 Design compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
External Cannbot Ops Pypto Op Design this skillascend-ai-coding/awesome-ascend-skills174—~2.4kAutomated safety check: PassNone
Figma Design System Builderwarpdotdev/warp65k2 repos~4.4kAutomated safety check: PassAGPL-3.0
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
MCP Developmentcoollabsio/coolify63k1 repos~949Automated safety check: PassMIT
Design SystemOhh-889/skyroc79511 repos~1.7kAutomated safety check: PassMIT
Design Dnazanwei/design-dna1.9k1 repos~2.1kAutomated safety check: PassMIT

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Questions about External Cannbot Ops Pypto Op Design

What does External Cannbot Ops Pypto Op Design do?

当需要设计 PyPTO 算子实现方案时使用此 skill。基于算子规格与相关上下文,生成 DESIGN.md(含 API 映射、Tiling 策略、Loop 结构)。Triggers: 生成设计方案、生成 design、设计这个算子、写 DESIGN.md、算子设计、API 映射、Tiling 策略、tiling strategy、Loop 结构、数据切分、怎么切分数据、怎么做…. External Cannbot Ops Pypto Op Design is an agent skill from ascend-ai-coding/awesome-ascend-skills.

When should I use External Cannbot Ops Pypto Op Design?

External Cannbot Ops Pypto Op Design fits situations like: tasks that involve Design tokens.

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

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

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

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

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

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

SKILL.md names no scripts, command-line tools or credentials: External Cannbot Ops Pypto Op Design is instructions for the agent only.

Does External Cannbot Ops Pypto Op Design 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 Design 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. Review the folder before installing.

What licence does External Cannbot Ops Pypto Op Design use?

No licence was found for External Cannbot Ops Pypto Op Design 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 Design use?

About 2.4k tokens (SKILL.md is roughly 9.6k 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 909 tokens, read only when the agent opens those files.

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

Skills that share tags, products or a category with External Cannbot Ops Pypto Op Design: Figma Design System Builder (warpdotdev/warp, 65k stars), Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars), MCP Development (coollabsio/coolify, 63k stars) and Design System (Ohh-889/skyroc, 795 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 Design?

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 10, 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.