WPS Note Skills plugin
More than thirty skills for WPS Notes: an agent writes, searches and organizes notes through the app's CLI or MCP.
- 187 ★ on the repository
- Last commit
- MIT
Minimal access
Why this level
- The skills write into your notes and can change tags and structure, so keep a backup.
Install
- Works in
Manual install
/plugin marketplace add wpsnote/wpsnote-skills
/plugin install base-skills@wpsnote-skillsThe first README option. Install the CLI first in WPS Notes MCP settings.
Access and checks
How we reviewMinimal accessThe tool runs nothing and makes no network calls.
- The skills write into your notes and can change tags and structure, so keep a backup.
This is third-party code. Review the repository files before installing.
What it does
The wpsnote-skills repository is the official skill library for WPS Notes. The base `wps-note` skill reads, edits and searches notes through MCP or the `wpsnote-cli` CLI (more than 20 commands), and the rest build on it. Each skill sits in its own folder with a `SKILL.md`. Skills are grouped by task. For notes: tidy formatting, refinement driven by `***` and `///` markers, tag cleanup. For writing: an article flow from style profile to draft, WeChat HTML export, short-video scripts, Xiaohongshu posts. For reading: digests of URLs, PDFs and images, search across links between notes, arXiv and OpenAlex paper analysis. For capture: import from Obsidian and Word, web page import, meeting transcription. There are also learning skills and an idea engine. In Claude Code the five groups install as marketplace plugins.
Who it is for. WPS Notes users who want to hand note writing, search and tidying to Claude Code or Cursor.
Good fit when
- Notes with chaotic tags are brought into one structure.
- An article or PDF becomes a structured note with cross-links.
- A lecture or meeting is recorded and condensed into notes.
- A draft from a note is formatted for WeChat or Xiaohongshu publishing.
Not a fit when
- Notes live in another app, not WPS Notes.
- The desktop WPS Notes with MCP or CLI cannot be installed.
- Only one skill is needed, so a whole group is overkill.
Example request
Review my notes with their tags, propose one tag structure and apply it after my confirmation.Limitations
The skills work through the WPS Notes desktop app: the CLI installs with a button on its MCP settings page. Documentation is in Chinese and some skills target the Chinese platforms WeChat and Xiaohongshu. Image skills connect to OpenRouter, Bailian, Volcengine Ark or Gemini with your own keys. It works only while WPS Notes is running: without the app the CLI and MCP server do not respond.
How to disable. Remove the plugin groups through Claude Code's plugin manager or `/plugin uninstall`, then drop the marketplace.
FAQ
How do I install a skill group in Claude Code?
Register the marketplace with `/plugin marketplace add wpsnote/wpsnote-skills`, then install `base-skills`, `content-skills`, `capture-skills`, `creative-skills` or `learning-skills` with `/plugin install <group>@wpsnote-skills`.
CLI or MCP?
For terminal agents such as Claude Code and Cursor the author recommends the CLI. MCP suits graphical clients like Cherry Studio; the capabilities are the same.
Which skill is the base one?
`wps-note`: the foundation layer the others depend on. Install the `base-skills` group first.
Are there skills for studying?
Yes, the `learning-skills` group, from lecture notes and literature review to review sessions. Install with `/plugin install learning-skills@wpsnote-skills`.
Can I use it without Claude Code?
Yes. Cursor, OpenClaw and other terminal agents work through `wpsnote-cli`, and graphical clients such as Cherry Studio connect over MCP.
Discussion
No questions or reviews yet.
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README in short
An official library from the app's maker: from tags to meeting transcripts, all on the one `wps-note` base.