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

Vespa

Most recent maintenance signal among this shortlist.

Signal	Raptor The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval	PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG	Genkit Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google	Vespa The AI search platform
Quality	73/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	75/100 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	1.7K stars 0 installs	33K stars 0 installs	6.1K stars 0 installs	7.0K stars 0 installs
Freshness	Sep 3, 2024	Jun 5, 2026	Jun 15, 2026	Jun 16, 2026
Use-case fit	RAG and knowledge GitHub automation Coding agents	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents Browser automation	RAG and knowledge Coding agents Browser 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	Python, Vector Search, Claude Code	Python, Vector Search, Claude Code	TypeScript, Vector Search, Claude Code	Java, Vector Search, 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	3 views 0 install copies
Install	`$ npx skills add parthsarthi03/raptor`	`$ npx skills add VectifyAI/PageIndex`	`$ npx skills add genkit-ai/genkit`	`$ npx skills add vespa-engine/vespa`