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

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

Strongest overall

PageIndex

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

Fastest prototype

PageIndex

Best first install candidate based on install readiness and adoption.

Freshest repo

RAG Techniques

Most recent maintenance signal among this shortlist.

Signal	Vectordb Recipes Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs	PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG	RAG Techniques This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.	Deeplake Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
Quality	81/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	92/100 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.
Adoption	961 stars 0 installs	33K stars 0 installs	28K stars 0 installs	9.2K stars 0 installs
Freshness	Apr 24, 2026	Jun 5, 2026	Jun 11, 2026	May 21, 2026
Use-case fit	RAG and knowledge GitHub automation Coding agents	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents GitHub automation	RAG and knowledge Coding agents Workflow automation
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Coding review agent	RAG knowledge base Content growth agent
Platform hints	Jupyter Notebook, Vector Search, Claude Code, OpenAI Agents	Python, Vector Search, Claude Code	Jupyter Notebook, Semantic Search, Claude Code, OpenAI Agents, LangChain	C++, Vector Search, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No OpenAgentSkill engagement data yet	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 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	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	3 views 1 install copies	0 views 0 install copies	1 views 0 install copies
Install	`$ npx skills add lancedb/vectordb-recipes`	`$ npx skills add VectifyAI/PageIndex`	`$ npx skills add NirDiamant/RAG_Techniques`	`$ npx skills add activeloopai/deeplake`