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.

Add more skills

Decision summary

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

Strongest overall

FlagEmbedding

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

Fastest prototype

FlagEmbedding

Best first install candidate based on install readiness and adoption.

Freshest repo

Seatunnel

Most recent maintenance signal among this shortlist.

SignalGraph

GPU-accelerated force graph layout and rendering

Scira

Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK!

Seatunnel

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

Quality
99/100
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.

Adoption1.2K stars
0 installs
12K stars
0 installs
9.4K stars
0 installs
12K stars
0 installs
FreshnessJun 15, 2026Mar 20, 2026Jun 16, 2026Apr 22, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeGitHub automationCoding agents
RAG and knowledgeWorkflow automationCoding agents
RAG and knowledgeCoding agentsBrowser automation
Workflow fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsTypeScript, Embeddings, Claude CodeTypeScript, Search, Claude CodeJava, Embeddings, Claude CodePython, Embeddings, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
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 engagement0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
5 views
0 install copies
Install
$ npx skills add cosmosgl/graph
$ npx skills add zaidmukaddam/scira
$ npx skills add apache/seatunnel
$ npx skills add FlagOpen/FlagEmbedding