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datawhalechina/ai-skills-for-everyone

Analysis updated 2026-06-24

28HTMLAudience · generalComplexity · 1/5LicenseSetup · easy

TLDR

A Chinese-language Datawhale project that curates open-source AI skills and agents for non-coders, with vetted picks, Chinese tutorials, starter kits, and risk notes for office tasks like PPT and weekly reports.

Mindmap

mindmap
  root((ai-skills-for-everyone))
    Inputs
      Source material
      User scenario
    Outputs
      Editable pptx files
      Reports and summaries
      Chinese tutorials
    Use Cases
      Generate slide decks
      Draft weekly status reports
      Summarize long documents
      Analyze tables
    Tech Stack
      HTML
      Markdown
      Open AI agents
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Code map

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filefunction / class

What do people build with it?

USE CASE 1

Find a vetted AI skill for a specific office task without reading English docs

USE CASE 2

Run the PPT Master starter kit to turn source notes into an editable pptx

USE CASE 3

Follow the numbered Chinese lessons 0 to 6 to learn agent basics

USE CASE 4

Contribute a new curated skill entry as a maintainer

What is it built with?

HTMLMarkdown

How does it compare?

datawhalechina/ai-skills-for-everyonepoellie01/pentestcompanionmihozip/google-workspace-admin-project-workflow
Stars282631
LanguageHTMLHTMLHTML
Setup difficultyeasymoderatemoderate
Complexity1/53/52/5
Audiencegeneralops devopsops devops

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

How do you get it running?

Difficulty · easy Time to first run · 30min

Content is Chinese-only and the project is an early alpha so some lessons and catalog sections are still in progress.

Written content is CC BY-NC-SA 4.0 which forbids commercial use and requires share-alike, the scripts and code are MIT and freely reusable.

In plain English

This is a Chinese-language project from the Datawhale open-learning community that tries to make open-source AI tools usable by people who do not write code. The README is upfront that it is currently an early alpha release and may have mistakes. The README explains the gap it is trying to fill: there are already plenty of open AI skills, agent workflows, and prompt packs on the internet, but ordinary users often cannot tell which one suits them, cannot read the English GitHub README, and do not know whether they need to install Python, Node.js, or set up an API key. The project sits in the middle layer between those raw projects and end users. The team manually searches and reviews skills, keeps only two or three picks per sub-category, and writes Chinese tutorials, starter kits, risk notes, and recommended usage paths. The first complete example is a PPT generation skill that turns a piece of source material into an editable .pptx file. Other planned scenarios include weekly status reports, email drafting, meeting summaries, long-document summarisation, and table analysis. The stated audience is four groups: total beginners who do not know what GitHub or agents are, ordinary office workers who want to use open skills for documents and reports, lightly technical users who already know tools like Trae or VS Code Copilot Agent, and skill maintainers who want to help curate. The table of contents lists numbered lessons from 0 to 6, starter kits like the PPT Master Starter and Weekly Status Starter, and a catalog index. Lessons 0 to 6 are marked done, the broader catalog and collections are marked in progress. Licensing is split: written content is CC BY-NC-SA 4.0, the project's own scripts and code are MIT.

Copy-paste prompts

Prompt 1
Walk me through the PPT Master Starter in ai-skills-for-everyone using a product launch brief as input
Prompt 2
Translate the lesson 0 introduction in ai-skills-for-everyone into English
Prompt 3
List every starter kit in ai-skills-for-everyone and which office task each one targets
Prompt 4
Show me the curation criteria that ai-skills-for-everyone uses to keep only two or three picks per sub-category
Prompt 5
Draft a new skill entry for meeting summaries following the ai-skills-for-everyone template

Frequently asked questions

What is ai-skills-for-everyone?

A Chinese-language Datawhale project that curates open-source AI skills and agents for non-coders, with vetted picks, Chinese tutorials, starter kits, and risk notes for office tasks like PPT and weekly reports.

What language is ai-skills-for-everyone written in?

Mainly HTML. The stack also includes HTML, Markdown.

What license does ai-skills-for-everyone use?

Written content is CC BY-NC-SA 4.0 which forbids commercial use and requires share-alike, the scripts and code are MIT and freely reusable.

How hard is ai-skills-for-everyone to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is ai-skills-for-everyone for?

Mainly general.

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