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.

Add more skills

Decision summary

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

Strongest overall

KAG

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

Fastest prototype

KAG

Best first install candidate based on install readiness and adoption.

Freshest repo

Kg Gen

Most recent maintenance signal among this shortlist.

Signal	KGCN A tensorflow implementation of Knowledge Graph Convolutional Networks	KAG KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.	Kg Gen [NeurIPS '25] Knowledge Graph Generation from Any Text	Dgl Ke High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
Quality	53/100 Needs review	100/100 Excellent	91/100 Excellent	85/100 Excellent
Decision verdict	55/100 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.	87/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	525 stars 0 installs	8.8K stars 0 installs	1.2K stars 0 installs	1.3K stars 0 installs
Freshness	Jan 9, 2024	Jan 28, 2026	Mar 24, 2026	Aug 8, 2025
Use-case fit	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Browser automation Coding agents	RAG and knowledge Coding agents Workflow automation	RAG and knowledge Coding agents Browser automation
Stack fit	RAG knowledge base Content growth agent	RAG knowledge base Browser QA agent	RAG knowledge base Content growth agent	RAG knowledge base Content growth agent
Platform hints	Python, Knowledge Graph, Claude Code	Python, Knowledge Graph, Claude Code	Python, Knowledge Graph, Claude Code	Python, Knowledge Graph, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
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	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add hwwang55/KGCN`	`$ npx skills add OpenSPG/KAG`	`$ npx skills add stair-lab/kg-gen`	`$ npx skills add awslabs/dgl-ke`