Article2Book Content Transformer Agent Skill

Transforms fragmented content assets into structured books, courses, or professional manuals using an intelligent assessment framework.

Context cost
10.9k tokensestimated from the bundle, loaded when it triggers
Bundle
10 files · 52.1 kB1 script among them — read before you run
Licence
MITthe author’s own terms
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

基于现有文章、专栏、课程讲稿、逐字稿、访谈、课件、会议纪要、案例材料、PDF 文本、Word 文档和笔记等内容资产,判断它们最适合转化为书、小册子、课程、系列文章、实务手册或知识库,并输出精简策划意见;用户提到“把现有内容整理成书”“判断素材适合做书还是课程”“把文章/直播稿/课程稿/笔记重组成知识产品”等场景时,应使用本技能。

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.

content

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.md18.4 kB · preview
--- name: article2book homepage: https://github.com/cat-xierluo/legal-skills author: 杨卫薪律师(微信ywxlaw) version: "1.0.0" license: MIT ---
10# 现有内容资产再组织技能
11
12**最后更新**:2026-05-17
13
14## 定位
15
16article2book 用于把一个目录下已经存在的内容资产,整理成可出版、可交付或可持续维护的结构化成果。
17
18本技能仍以“成书策划”为默认主路径,但不把所有素材强行导向一本书。它会先判断这批素材最适合成为:
19
20- 书稿
21- 小册子
22- 课程
23- 系列文章
24- 实务手册
25- 知识库
26- 暂不建议产品化的素材池
27
28这里的“现有内容资产”包括但不限于:
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md778 words
Files10
LicenceMIT
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.

≈80
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
10,845
on trigger
The instruction body and 9 supporting files, read only when the skill fires.
5.5%
of a 200k window
Ten skills this size would take about 55% of the window before you open a file.
050k100k150k200k context window

10.9k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

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

10 files, 52.1 kB on disk. Mostly text — the instructions the model reads — with 1 script in it that your client would run only if the instructions tell it to.

  • SKILL.md18.4 kB
  • CHANGELOG.md1.0 kB
  • LICENSE.txt1.1 kB
  • references/agent-reading-protocol.md3.4 kB
  • references/book-viability-rubric.md3.8 kB
  • references/content-productization-models.md4.3 kB
  • references/content-screening-rubric.md2.6 kB
  • references/output-template.md4.7 kB
  • references/source-type-handling.md4.4 kB
  • scripts/build_article_inventory.py8.4 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 1 script beside the text, so the bundle is 10 files you can review in full before installing. The MIT 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.

# Article2Book Content Transformer · 10.9k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/article2book-content-transformer/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/article2book-content-transformer" ] && { [ ! -e .claude/skills/article2book-content-transformer ] || { mv .claude/skills/article2book-content-transformer "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/article2book-content-transformer" .claude/skills/ && echo "Installed .claude/skills/article2book-content-transformer"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add cat-xierluo/article2book-content-transformer

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/article2book-content-transformer/ 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/article2book-content-transformer/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/article2book-content-transformer" ] && { [ ! -e ~/.claude/skills/article2book-content-transformer ] || { mv ~/.claude/skills/article2book-content-transformer "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/article2book-content-transformer" ~/.claude/skills/ && echo "Installed ~/.claude/skills/article2book-content-transformer" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/article2book-content-transformer/ 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. It appears as article2book in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, article2book-content-transformer.

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
Version1.0.0
Publishedno release date on file
PriceFree
Referencecat-xierluo/article2book-content-transformer

Versions

v1.0.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.0.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.0.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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