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

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

Strongest overall

Turbovec

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

Fastest prototype

Turbovec

Best first install candidate based on install readiness and adoption.

Freshest repo

Infinity

Most recent maintenance signal among this shortlist.

SignalInfinity

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

Seekdb

The AI-native state store for agents. MySQL-compatible, embedded or server, hybrid vector + full-text search, COW sandboxes (FORK/MERGE).

Turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

All In RAG

🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/

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.

Adoption4.6K stars
0 installs
2.7K stars
0 installs
11K stars
0 installs
8.5K stars
0 installs
FreshnessJun 12, 2026Jun 12, 2026Jun 10, 2026Jun 5, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeDatabase and SQLCoding agents
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeCoding agentsWorkflow automation
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsC++, RAG, Claude CodeC++, RAG, Claude Code, LangChain, LlamaIndexPython, RAG, Claude CodePython, RAG, Claude Code, LangChain
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadataNo 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 engagement2 views
0 install copies
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0 install copies
Install
$ npx skills add infiniflow/infinity
$ npx skills add oceanbase/seekdb
$ npx skills add RyanCodrai/turbovec
$ npx skills add datawhalechina/all-in-rag