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.

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Decision summary

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

Strongest overall

Examples

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

Fastest prototype

Examples

Best first install candidate based on install readiness and adoption.

Freshest repo

Examples

Most recent maintenance signal among this shortlist.

Signal	RAGxplorer Open-source tool to visualise your RAG 🔮	Examples Jupyter Notebooks to help you get hands-on with Pinecone vector databases	Omnibox Collect, organize, use, and share, all in OmniBox.	RAG Retrieval Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
Quality	71/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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.
Adoption	1.2K stars 0 installs	3.0K stars 0 installs	1.4K stars 0 installs	1.1K stars 0 installs
Freshness	Jan 3, 2025	Jun 12, 2026	Jun 9, 2026	May 24, 2026
Use-case fit	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Sports analytics GitHub automation
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	Jupyter Notebook, RAG, Claude Code	Jupyter Notebook, Semantic Search, Claude Code	Python, RAG, Claude Code	Python, RAG, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No major risk signals from current metadata
Best for	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	1 views 0 install copies	2 views 0 install copies
Install	`$ npx skills add gabrielchua/RAGxplorer`	`$ npx skills add pinecone-io/examples`	`$ npx skills add import-ai/omnibox`	`$ npx skills add NovaSearch-Team/RAG-Retrieval`