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.

Add more skills

Decision summary

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

Strongest overall

Understand Anything

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

Fastest prototype

Understand Anything

Best first install candidate based on install readiness and adoption.

Freshest repo

Understand Anything

Most recent maintenance signal among this shortlist.

SignalTidGi Desktop

TidGi is an privacy-in-mind, automated, auto-git-backup, freely-deployed knowledge management Desktop note app, based on Tiddlywiki, with REST API for web-clipping and Anki connect. 「 太记 」是一个基于「 太微 TiddlyWiki 」的知识管理桌面应用,能保护隐私内容、高级自动化、自动Git云备份、部署为博客,且可通过RESTAPI与Anki等应用连接。(迭代开发中欢迎试用,开发进度见下方链接)(Under active development, see website below for details)

Trilium

Build your personal knowledge base with Trilium Notes

Understand Anything

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

MiroFish

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎,预测万物

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption2.0K stars
0 installs
37K stars
0 installs
75K stars
0 installs
67K stars
0 installs
FreshnessJun 15, 2026Jun 21, 2026Jul 18, 2026May 24, 2026
Use-case fit
Workflow fit
Platform hintsTypeScript, Knowledge Graph, Claude CodeTypeScript, Knowledge Graph, Claude CodeTypeScript, Knowledge Graph, Claude Code, OpenAI Agents, CursorPython, Knowledge Graph, Claude Code
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement2 views
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Install
$ npx skills add tiddly-gittly/TidGi-Desktop
$ npx skills add TriliumNext/Trilium
$ npx skills add Egonex-AI/Understand-Anything
$ npx skills add 666ghj/MiroFish