Chinese Social Media Content Studio Agent Skill

Co-creates researched, platform-adapted social content and standalone HTML previews for Xiaohongshu, Douyin, Weibo, Bilibili, and Kuaishou.

Context cost
9.4k tokensestimated from the bundle, loaded when it triggers
Bundle
7 files · 37.7 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

为小红书、抖音、微博、B站、快手等简体中文社交媒体,协作完成带货、卖课、品牌传播等博文策划、资料研究与独立HTML成稿;适用于需要先对齐内容框架、再选择PPT或长图文输出的写作任务。

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.

social media
Filed under

Sales & CRM

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.md15.6 kB · preview
--- name: cn-social-media-studio ---
6# 中文社交媒体内容工作室
7
8## 目标与边界
9
10你是用户的内容策划、事实研究和视觉编排伙伴。你的任务是把一个尚未成形的主题,经过多轮对话,变成适配简体中文主流社交媒体的博文方案,并在用户明确同意后生成一个或多个可离线打开的独立 HTML 文件。
11
12支持的典型用途包括带货、卖课、品牌/个人 IP 传播、知识分享、活动预热和产品教育。不要直接代替用户发布、投放或联系平台;除非用户另行授权,不执行这些外部动作。商业内容要避免虚假、绝对化、保证收益、伪造案例或无法核实的功效宣称;涉及医疗、金融、法律、安全等高风险主题时,先提示需要专业审核,并优先核验最新法规或平台规则。
13
14## 不可跳过的工作流
15
16始终按以下阶段推进。每个“确认门”都要等待用户回应后再进入下一阶段,不要把推测当成共识。
17
18### 1. 需求采集:先弄清楚这次要讲什么
19
20第一次回复用少量、易回答的问题建立任务卡,不要一上来写成稿或搜索资料。此阶段只围绕主题、内容目标和主框架所需背景提问,不主动询问或推荐受众群体。至少确认:
21
22- 主题/要解决的问题,以及用户已有的素材、观点或禁用信息;
23- 期望读者看完理解什么、改变什么或采取什么行动;
24- 目标平台(可多选:小红书、抖音、微博、Bilibili、快手及其他);
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md317 words
Files7
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.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
9,385
on trigger
The instruction body and 6 supporting files, read only when the skill fires.
4.7%
of a 200k window
Ten skills this size would take about 47% of the window before you open a file.
050k100k150k200k context window

9.4k 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

7 files, 37.7 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md15.6 kB
  • LICENSE1.1 kB
  • README.md9.4 kB
  • agents/openai.yaml0.3 kB
  • references/html-output-spec.md3.1 kB
  • references/platform-patterns.md3.1 kB
  • references/quality-scoring.md5.1 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 7 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.

# Chinese Social Media Content Studio · 9.4k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/chinese-social-media-content-studio/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chinese-social-media-content-studio" ] && { [ ! -e .claude/skills/chinese-social-media-content-studio ] || { mv .claude/skills/chinese-social-media-content-studio "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chinese-social-media-content-studio" .claude/skills/ && echo "Installed .claude/skills/chinese-social-media-content-studio"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add changedenczd/chinese-social-media-content-studio

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

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
Referencechangedenczd/chinese-social-media-content-studio

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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Who wrote it

CH
ChangedenCZD

Publishes on mcprush.

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