Star200+

Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

AFFiNE is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

AFFiNE

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

AFFiNE

Best first install candidate based on install readiness and adoption.

Freshest repo

Gitbook

Most recent maintenance signal among this shortlist.

SignalML NOTE

:orange_book:慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)

Slidev

Presentation Slides for Developers

Gitbook

The open source frontend for GitBook doc sites

AFFiNE

There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.

Quality
55/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
57/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption676 stars
0 installs
47K stars
0 installs
29K stars
0 installs
69K stars
0 installs
FreshnessDec 4, 2022Jun 3, 2026Jun 16, 2026Jun 15, 2026
Use-case fit
Document processingRAG and knowledgeCoding agents
Document processingCoding agentsRAG and knowledge
Document processingCoding agentsRAG and knowledge
RAG and knowledgeDocument processingCoding agents
Workflow fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Platform hintsMarkdown, Claude CodeTypeScript, Markdown, Claude CodeTypeScript, Markdown, Claude CodeTypeScript, Markdown, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forDocument processing workflows · Claude Code teams · teams that value GitHub adoption signalsDocument processing workflows · Claude Code teams · teams that value GitHub adoption signalsDocument processing workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add yhangf/ML-NOTE
$ npx skills add slidevjs/slidev
$ npx skills add GitbookIO/gitbook
$ npx skills add toeverything/AFFiNE