Skill Onboarding

Onboards, audits, and documents new Claude Code skills into Skills Vault v2 with Chinese guides, metadata annotations, and catalog…

Context cost
1.9k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 7.7 kBtext throughout, nothing executable
Licence
GPL-3.0the author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

在 Skills Vault v2 中登记或引入新 Skill,并一次完成 Skill 文件夹全部材料审阅、中文短说明、8 节中文说明文档、annotations/skills.yaml 注释、Catalog 扫描和结果校验。Use when a new upstream or personal Skill is added to the v2 project, when a Skill is missing its guide or Chinese summary, or when the Skill catalog needs to be refreshed after onboarding. Read every relevant file under the Skill folder, including SKILL.md, references, scripts, assets, and agents metadata. Do not use for editing an existing Skill's implementation rules only.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

documentation

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md7.4 kB · preview
--- name: skill-onboarding ---
6# Skill 入库与说明
7
8将新 Skill 接入 v2 时,把“能被发现”与“人能看懂”作为同一个交付单元完成:先确认来源和 Catalog 身份,再审阅 Skill 文件夹中的全部材料,随后写短说明、深度说明和中文注释,最后重建索引并验证网站实际 API。
9
10## 工作边界
11
12- 只在用户明确要引入、登记、补齐说明或中文注释时执行。
13- 不修改第三方 sources/ 中的上游 SKILL.md,也不把中文说明塞进原始 Skill。
14- 不手工编辑 catalog/catalog.json 或 catalog/skills.md;它们由 Catalog 扫描生成。
15- 不覆盖已有说明或注释,除非用户明确要求重写;先报告已有内容和将要更新的字段。
16- 个人 Skill 放在 my-skills/<name>/,第三方 Skill 必须已经存在于 sources/ 并被 registry.yaml 纳入扫描。
17- 不把“只读 SKILL.md”当作完成;Skill 文件夹内的脚本、参考资料、模板、资源和 Agent 元数据都会影响说明、依赖和风险判断。
18
19## 标准工作流
20
21### 1. 确认来源和入口
22
23确认新 Skill 是第三方来源还是 my-skills 个人 Skill,并确认其目录、SKILL.md 和 frontmatter 存在。若第三方来源尚未注册,不要猜测 Catalog 条目;先完成来源接入或向用户报告缺少的来源信息。
24
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md436 words
Files2
LicenceGPL-3.0
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈130
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,795
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
0.96%
of a 200k window
Ten skills this size would take about 10% of the window before you open a file.
050k100k150k200k context window

1.9k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 7.7 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md7.4 kB
  • agents/openai.yaml0.3 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing. The GPL-3.0 licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Skill Onboarding · 1.9k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/skill-onboarding/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/skill-onboarding" ] && { [ ! -e .claude/skills/skill-onboarding ] || { mv .claude/skills/skill-onboarding "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/skill-onboarding" .claude/skills/ && echo "Installed .claude/skills/skill-onboarding"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add cai-zhiji/skill-onboarding

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/skill-onboarding/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/skill-onboarding/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/skill-onboarding" ] && { [ ! -e ~/.claude/skills/skill-onboarding ] || { mv ~/.claude/skills/skill-onboarding "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/skill-onboarding" ~/.claude/skills/ && echo "Installed ~/.claude/skills/skill-onboarding" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/skill-onboarding/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencecai-zhiji/skill-onboarding

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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