Install the "doc-release" agent skill from https://github.com/mindspore-ai/docs/tree/master/skills/doc-release into .claude/skills/doc-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "doc-release", 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.
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 mindspore-ai/docs --skill doc-release -a codex
Project install goes to .agents/skills/; add -g for ~/.codex/skills/.
Install the "doc-release" agent skill from https://github.com/mindspore-ai/docs/tree/master/skills/doc-release into .agents/skills/doc-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "doc-release", 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 mindspore-ai/docs --skill doc-release -a cursor
Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.
Install the "doc-release" agent skill from https://github.com/mindspore-ai/docs/tree/master/skills/doc-release into .cursor/skills/doc-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "doc-release", 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.
--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 mindspore-ai/docs --skill doc-release -a gemini-cli
Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.
Install the "doc-release" agent skill from https://github.com/mindspore-ai/docs/tree/master/skills/doc-release into .gemini/skills/doc-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "doc-release", 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 mindspore-ai/docs doc-release
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 mindspore-ai/docs --skill doc-release -a github-copilot
Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.
Install the "doc-release" agent skill from https://github.com/mindspore-ai/docs/tree/master/skills/doc-release into .github/skills/doc-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "doc-release", 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 mindspore-ai/docs --skill doc-release -a opencode
OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
Install the "doc-release" agent skill from https://github.com/mindspore-ai/docs/tree/master/skills/doc-release into .opencode/skills/doc-release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "doc-release", 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
doc-release
GitHub stars
167
Token cost
~4.8k tokens
SKILL.md length
507 words
Files
1
Skills in repo
3
Repo updated
First seen
Licence
Apache-2.0
At a glance
MindSpore 文档发布新分支时,链接更替与组件清洗技能,用于清理组件和替换链接. An agent skill from mindspore-ai/docs.
Works in 5 steps: OBS 链接替换(通用) → 官网链接 → atomgit docs 仓链接 → …
Tasks that involve Jupyter notebooks
SKILL.md covers 技能元信息, 技能描述, 触发条件 and 限制条件, plus 6 more sections
Calls git; reaches mindspore.cn and atomgit.com
What it does
Doc Release is an agent skill from mindspore-ai/docs. MindSpore 文档发布新分支时,链接更替与组件清洗技能,用于清理组件和替换链接。
Its SKILL.md is about 4.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Jupyter notebooks. It works with Jupyter and Git. The licence is Apache-2.0.
When your agent uses it
Tasks that involve Jupyter notebooks
Example prompts
“/doc-release”
Requirements
Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 33a632b. 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
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
mindspore.cn
atomgit.com
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
Doc Release loads about 4.8k tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 507 words of instructions outside code blocks.
Always· name and description, kept in context so the agent knows when to use it
~14
When it runs· the whole SKILL.md, loaded when a task matches
~4.8k
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); files beside SKILL.md are not scanned.
Doc Release 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.
A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…
This skill should be used when the user asks to "review this notebook", "nbreview", "check my notebook", or otherwise requests a Jupyter notebook review.
Kasuta, kui kasutaja palub luua, üles ehitada või redigeerida Jupyteri märkmikke (.ipynb) katsetuste, uurimiste või juhendite jaoks; eelista kaasasolevaid malle ja käivita abiskript newnotebook.py…
MindSpore 文档发布新分支时,链接更替与组件清洗技能,用于清理组件和替换链接. An agent skill from mindspore-ai/docs. Doc Release is an agent skill from mindspore-ai/docs.
When should I use Doc Release?
Doc Release fits situations like: tasks that involve Jupyter notebooks.
How do I install Doc Release in Claude Code?
Run `npx skills add mindspore-ai/docs --skill doc-release -a claude-code`. Or copy the skill folder (skills/doc-release in mindspore-ai/docs) into .claude/skills/doc-release in your project. Claude Code loads it when a task matches its description.
How do I install Doc Release in Codex?
Run `npx skills add mindspore-ai/docs --skill doc-release -a codex`. Or copy the skill folder (skills/doc-release in mindspore-ai/docs) into .agents/skills/doc-release in your project. Codex loads it when a task matches its description.
Can I use Doc Release 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 mindspore-ai/docs --skill doc-release -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/doc-release, .gemini/skills/doc-release, .github/skills/doc-release and .opencode/skills/doc-release in your project.
What does Doc Release need to run?
Going by SKILL.md and its folder, Doc Release needs the command-line tools its instructions call (git). Our summary lists: Python 3.
Does Doc Release access the network?
SKILL.md names 2 domains. In commands or code: mindspore.cn and atomgit.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Doc Release 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 Doc Release use?
Doc Release is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Doc Release use?
About 4.8k tokens (SKILL.md is roughly 19k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Doc Release?
Skills that share tags, products or a category with Doc Release: Jupyter Notebook (microsoft/ai-agents-for-beginners, 77k stars), Notebook For Experiment (JetBrains/intellij-community, 21k stars), Jupyter To Marimo (ericmjl/llamabot, 183 stars) and Nbreview (awdeorio/dotfiles, 102 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Doc Release?
mindspore-ai (a GitHub organization) maintains it in mindspore-ai/docs, which has 167 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on September 29, 2026.
Source: mindspore-ai/docs on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.