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pluviobyte/rnskill

Analysis updated 2026-05-18

613PythonAudience · writerComplexity · 2/5LicenseSetup · easy

TLDR

A library of installable AI agent skills for Chinese writing cleanup, WeChat article extraction, and several styles of AI-directed video production, for use with Claude Code or Codex.

Mindmap

mindmap
  root((rnskill))
    What it does
      Installable agent skills
      SKILL.md format
      Works with Claude Code and Codex
    Skill groups
      Chinese writing editor
      WeChat article extraction
      Video production
      Replica quality control
    Tech stack
      Python
      SKILL.md
      Claude Code plugins
    Use cases
      De-AI writing edits
      SaaS video generation
      Replica QC
    Audience
      Content creators
      Chinese-language writers

Code map

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filefunction / class

What do people build with it?

USE CASE 1

Clean up Chinese AI-generated writing so it reads more like a human author wrote it.

USE CASE 2

Pull the full text out of a WeChat public account article without an API key.

USE CASE 3

Generate a motion-graphics video concept or a dark cinematic SaaS product video from a topic.

USE CASE 4

Check how closely a replica video matches an authorized reference video.

What is it built with?

PythonSKILL.mdClaude Code

How does it compare?

pluviobyte/rnskillrobbyant/lingbot-vla-v2xiejunjie524/handdraw-story-video
Stars613613616
LanguagePythonPythonPython
Setup difficultyeasyhardhard
Complexity2/53/5
Audiencewriterresearcherdesigner

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

Licensed CC BY-NC 4.0, so it cannot be used commercially without the author's permission.

You may use and share this for non-commercial purposes only, and must credit the author, commercial use is not allowed.

In plain English

rnskill is a collection of AI agent skills, maintained by a creator known as Xuetawuyun, built for Codex, Claude Code, and other AI agent tools that support the SKILL.md format. Each skill is a self-contained folder you add to a project so an agent can call on it for a specific task. The skills fall into four groups. One handles Chinese-language writing: an editor that removes patterns that read as AI-generated while keeping the original author's voice, facts, and judgment intact. Another extracts the full text of WeChat public account articles by spoofing the WeChat in-app browser, using only Python's standard library and no API key. Four skills are for video production: a motion-first video director that turns a topic into a video concept with visual metaphors and a beat-by-beat plan, a tool that builds an original, editable motion study based on an authorized reference video, complete with supporting analysis and a quality check on the final file, a dark, cinematic style generator for SaaS product videos with eight scene templates and three timing presets, and a black-and-white typed-text opener animation with synced typing sound effects, including a Python script that generates the timing plan. The last skill is a quality control checklist for judging how faithfully a replica video matches its reference, covering five fidelity levels plus checks on assets, runtime, and delivery. You can install the whole collection or a single skill through the Claude Code plugin marketplace, a universal command line installer that works for both Codex and Claude Code, or by manually copying a skill folder into your project's skills directory. Four of the video skills are actually maintained in a separate repository and mirrored here with a sync script. The project is released under the CC BY-NC 4.0 license, which does not permit commercial use.

Copy-paste prompts

Prompt 1
Install the rn-renhua skill from Pluviobyte/rnskill into my Claude Code project and edit this draft.
Prompt 2
Use rn-wechat-extract from rnskill to pull the full text from this WeChat article URL.
Prompt 3
Use rn-motion-director from rnskill to turn this topic into a motion video concept.
Prompt 4
Explain what rn-replica-qc from rnskill checks before approving a replica video.

Frequently asked questions

What is rnskill?

A library of installable AI agent skills for Chinese writing cleanup, WeChat article extraction, and several styles of AI-directed video production, for use with Claude Code or Codex.

What language is rnskill written in?

Mainly Python. The stack also includes Python, SKILL.md, Claude Code.

What license does rnskill use?

You may use and share this for non-commercial purposes only, and must credit the author, commercial use is not allowed.

How hard is rnskill to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is rnskill for?

Mainly writer.

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