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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

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

Add more skills

Decision summary

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

Strongest overall

Paper Qa

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

Fastest prototype

Paper Qa

Best first install candidate based on install readiness and adoption.

Freshest repo

Paper Qa

Most recent maintenance signal among this shortlist.

SignalR2R

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

VideoRAG

[KDD'2026] "VideoRAG: Chat with Your Videos"

MiniRAG

[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

Paper Qa

High accuracy RAG for answering questions from scientific documents with citations

Quality
92/100
Excellent
95/100
Excellent
86/100
Excellent
100/100
Excellent
Decision verdict
95/100
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.

88/100
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.

Adoption7.9K stars
0 installs
3.1K stars
0 installs
1.9K stars
0 installs
8.7K stars
0 installs
FreshnessNov 7, 2025Mar 18, 2026Oct 16, 2025Jun 11, 2026
Use-case fit
RAG and knowledgeGitHub automationCoding agents
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeGitHub automationCoding agents
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsPython, RAG, Claude CodePython, RAG, Claude CodePython, RAG, Claude CodePython, RAG, Claude Code
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo 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 engagement2 views
0 install copies
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Install
$ npx skills add SciPhi-AI/R2R
$ npx skills add HKUDS/VideoRAG
$ npx skills add HKUDS/MiniRAG
$ npx skills add Future-House/paper-qa