WPS Note Intelligent Beautifier Agent Skill

Enhances WPS Note documents with professional structural hierarchies, unified color schemes, and readability-focused layouts.

Context cost
5.6k tokensestimated from the bundle, loaded when it triggers
Bundle
3 files · 22.3 kBtext throughout, nothing executable
Licence
MITits repository’s licence
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

智能美化 WPS 笔记文档,采用克制统一的配色风格(全文仅1种主色调,不混用多色系)。核心能力:优化标题层级结构、用高亮块强调核心结论与注意事项、用分栏展示对比或并列内容、应用统一配色方案并写入。仅当用户明确表达美化需求时才触发,例如:美化笔记、排版优化、文档美化、笔记排版、WPS笔记美化、智能排版、文档结构调整、加颜色、加高亮、加分栏、让笔记好看点、优化文档格式、笔记太丑了、调整排版、加点样式、给笔记润色、整理笔记格式、提升可读性。不要在用户仅要求写入内容、编辑文字、总结归纳等非美化场景下主动触发此skill。通过 user-wpsnote MCP 服务操作 WPS 笔记文档。

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.md10.1 kB · preview
--- name: wpsnote-beautifier metadata: author: huziyu version: 1.0.0 mcp-server: user-wpsnote ---
10# WPS 笔记智能美化
11
12## 概述
13
14对 WPS 笔记进行智能美化,包括:结构层级优化、高亮块/分栏强调重点、配色方案应用、富文本样式写入。通过 WPS 笔记 MCP 工具(user-wpsnote)完成所有读写操作。
15
16## 颜色克制总原则(最高优先级)
17
18美化的核心目标是**提升可读性**,而非"让文档变得五颜六色"。必须遵守以下约束:
19
201. **全文只用 1 种主色调** — 从配色方案中选定一个色系后,标题、加粗关键词、高亮块-要点、分栏-正面全部使用该色系,不混入其他色系
212. **辅助色最多 1 种** — 仅用于"提示/注意"型高亮块(如黄色系),且全文该类型不超过 1-2 处
223. **警告色按需使用** — 红色系仅在文档确实存在风险/警告内容时才使用,没有则不加
234. **高亮块总数控制** — 全文高亮块不超过 3-5 个(短文档 1-2 个),类型不超过 2 种
245. **分栏总数控制** — 全文分栏不超过 2-3 处,背景色使用同色系浅色
256. **行内高亮极度克制** — 全文行内高亮不超过 5-8 处,颜色统一为 1 种
267. **正文不上色** — 普通段落文字保持默认黑色,绝不给整段文字加颜色
278. **宁少勿多** — 不确定是否需要加颜色/高亮时,选择不加
28
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md626 words
Files3
LicenceMIT (repository)
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.

≈100
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,475
on trigger
The instruction body and 2 supporting files, read only when the skill fires.
2.8%
of a 200k window
Ten skills this size would take about 28% of the window before you open a file.
050k100k150k200k context window

5.6k 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

3 files, 22.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md10.1 kB
  • reference/color-schemes.md4.2 kB
  • reference/xml-patterns.md8.0 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 3 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.

# WPS Note Intelligent Beautifier · 5.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/wps-note-intelligent-beautifier/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/wps-note-intelligent-beautifier" ] && { [ ! -e .claude/skills/wps-note-intelligent-beautifier ] || { mv .claude/skills/wps-note-intelligent-beautifier "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/wps-note-intelligent-beautifier" .claude/skills/ && echo "Installed .claude/skills/wps-note-intelligent-beautifier"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add wpsnote/wps-note-intelligent-beautifier

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

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
Referencewpsnote/wps-note-intelligent-beautifier

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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