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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

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.

SignalDeepPath

code and docs for the EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

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
49/100
Needs review
100/100
Excellent
91/100
Excellent
85/100
Excellent
Decision verdict
51/100
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.

Adoption563 stars
0 installs
8.8K stars
0 installs
1.2K stars
0 installs
1.3K stars
0 installs
FreshnessAug 8, 2024Jan 28, 2026Mar 24, 2026Aug 8, 2025
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeBrowser automationCoding agents
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsBrowser automation
Stack fit
RAG knowledge baseCoding review agent
RAG knowledge baseBrowser QA agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsPython, Knowledge Graph, Claude CodePython, Knowledge Graph, Claude CodePython, Knowledge Graph, Claude CodePython, Knowledge Graph, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add xwhan/DeepPath
$ npx skills add OpenSPG/KAG
$ npx skills add stair-lab/kg-gen
$ npx skills add awslabs/dgl-ke