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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

Youtu Graphrag is the strongest overall pick here because it has a 98/100 readiness score and fits RAG and knowledge.

Strongest overall

Youtu Graphrag

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

Fastest prototype

Youtu Graphrag

Best first install candidate based on install readiness and adoption.

Freshest repo

Local RAG

Most recent maintenance signal among this shortlist.

SignalGraphRAG4OpenWebUI

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems and search engines. This tool simplifies graph-based retrieval integration in open web environments.

LinearRAG

[ICLR 2026] LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora

Youtu Graphrag

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

Local RAG

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

Quality
54/100
Needs review
84/100
Strong
87/100
Excellent
86/100
Excellent
Decision verdict
56/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

95/100
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.

98/100
Production-ready

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

Adoption601 stars
0 installs
507 stars
0 installs
1.2K stars
0 installs
746 stars
0 installs
FreshnessJan 10, 2025May 21, 2026Feb 26, 2026Jun 12, 2026
Use-case fit
RAG and knowledgeBrowser automationWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeWorkflow automationLocal desktop
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 Code, OpenAI AgentsPython, RAG, Claude CodePython, RAG, Claude CodePython, RAG, Claude Code
WarningsRepository looks stale · No 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 require actively maintained dependencies · production agents without a repository 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
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Install
$ npx skills add win4r/GraphRAG4OpenWebUI
$ npx skills add DEEP-PolyU/LinearRAG
$ npx skills add TencentCloudADP/youtu-graphrag
$ npx skills add jonfairbanks/local-rag