Article Insight & Review Agent Skill

Generates deep analytical reviews and simplified interpretations of long-form technical content for professional sharing.

Context cost
1.2k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 4.7 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

根据原文内容撰写深度文章评价/解读。当用户提供一篇文章、博客、公众号文章或任何长文内容,并要求生成评价、解读、读后感或二次创作内容时使用此技能。适用于:(1) 对技术文章、行业分析、年终总结等进行深度解读,(2) 提炼文章核心观点并用通俗语言重新表达,(3) 为社交媒体传播生成二次内容。

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.md4.7 kB · preview
--- name: article-review ---
6# 文章评价写作指南
7
8根据原文内容生成高质量的深度评价/解读文章。
9
10## 写作流程
11
12### 第一步:提炼传播点
13
14阅读原文后,首先识别:
15
161. **传播热点**:文章在圈子里传播的原因是什么?大众关注的焦点是什么?
172. **表层关注 vs 深层价值**:读者表面关注的点(如"作者被裁")与文章真正的价值所在(如"费米能级"概念)
18
19开篇示例:
20```
21田渊栋的年终总结,这两天在圈子里传得挺广。
22很多人转发的时候,关注点都放在了他被裁这件事上。
23但最近,我把他的这份年终总结反复读了几遍,看到他在总结里提出了一个大多数人会很陌生,但非常关键的概念——费米能级。
24```
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md153 words
Files1
Licencenot declared
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.

≈50
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,125
on trigger
The instruction body, read only when the skill fires.
0.59%
of a 200k window
Ten skills this size would take about 6% of the window before you open a file.
050k100k150k200k context window

1.2k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Small enough to keep loaded permanently without thinking about it.

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

1 file, 4.7 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md4.7 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing.

Install

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

# Article Insight & Review · 1.2k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/article-insight-review/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/article-insight-review" ] && { [ ! -e .claude/skills/article-insight-review ] || { mv .claude/skills/article-insight-review "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/article-insight-review" .claude/skills/ && echo "Installed .claude/skills/article-insight-review"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add zephyrwang6/article-insight-review

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

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
Referencezephyrwang6/article-insight-review

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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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

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