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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

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Decision summary

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

Strongest overall

Graphrag

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

Fastest prototype

Graphrag

Best first install candidate based on install readiness and adoption.

Freshest repo

Graphrag

Most recent maintenance signal among this shortlist.

SignalEdgequake

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation

Graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

Fastembed Rs

Rust library for generating vector embeddings, reranking locally!

Nano Graphrag

A simple, easy-to-hack GraphRAG implementation

Quality
100/100
Excellent
100/100
Excellent
87/100
Excellent
97/100
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.

98/100
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
34K stars
0 installs
922 stars
0 installs
3.9K stars
0 installs
FreshnessJun 9, 2026Jun 18, 2026Jun 15, 2026Jan 27, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsSports analytics
RAG and knowledgeCoding agentsWorkflow automation
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseCoding review agent
RAG knowledge baseContent growth agent
Platform hintsRust, RAG, Claude CodePython, RAG, Claude Code, OpenAI AgentsRust, RAG, Claude CodePython, RAG, Claude Code, OpenAI Agents
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 raphaelmansuy/edgequake
$ npx skills add microsoft/graphrag
$ npx skills add Anush008/fastembed-rs
$ npx skills add gusye1234/nano-graphrag