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

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

Strongest overall

LightRAG

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

Fastest prototype

LightRAG

Best first install candidate based on install readiness and adoption.

Freshest repo

PageIndex

Most recent maintenance signal among this shortlist.

Signal	Autobrowse AutoBrowse is an autonomous AI agent that can perform web browsing tasks.	LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG	DocsGPT Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
Quality	42/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	32/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	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	109 stars 0 installs	37K stars 0 installs	34K stars 0 installs	18K stars 0 installs
Freshness	Nov 14, 2023	Jun 18, 2026	Jul 3, 2026	Jun 18, 2026
Use-case fit	RAG and knowledge Workflow automation Coding agents	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Browser automation	RAG and knowledge Browser automation Research agents
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent	RAG knowledge base Research report agent
Platform hints	Python, RAG, Claude Code, OpenAI Agents	Python, Knowledge Graph, Claude Code, OpenAI Agents	Python, Vector Search, Claude Code	Python, Semantic Search, Claude Code, OpenAI Agents
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No major risk signals from current metadata
Best for	RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects	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	0 views 0 install copies	7 views 0 install copies
Install	`$ npx skills add antonis19/autobrowse`	`$ npx skills add HKUDS/LightRAG`	`$ npx skills add VectifyAI/PageIndex`	`$ npx skills add arc53/DocsGPT`