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

LightRAG

Most recent maintenance signal among this shortlist.

Signal	S3 [EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)	LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG	Llm Paper Daily Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个
Quality	69/100 Promising	100/100 Excellent	100/100 Excellent	97/100 Excellent
Decision verdict	71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	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	837 stars 0 installs	37K stars 0 installs	33K stars 0 installs	1.3K stars 0 installs
Freshness	Nov 5, 2025	Jun 18, 2026	Jun 5, 2026	Jun 12, 2026
Use-case fit	RAG and knowledge GitHub automation Coding agents	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Browser 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 Content growth agent	RAG knowledge base Content growth agent
Platform hints	Python, RAG, Claude Code, OpenAI Agents	Python, Knowledge Graph, Claude Code, OpenAI Agents	Python, Vector Search, Claude Code	Python, RAG, Claude Code, OpenAI Agents
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	6 views 1 install copies	0 views 0 install copies	1 views 0 install copies
Install	`$ npx skills add pat-jj/s3`	`$ npx skills add HKUDS/LightRAG`	`$ npx skills add VectifyAI/PageIndex`	`$ npx skills add xianshang33/llm-paper-daily`