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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

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

Strongest overall

Dgraph

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

Fastest prototype

Dgraph

Best first install candidate based on install readiness and adoption.

Freshest repo

Dgraph

Most recent maintenance signal among this shortlist.

SignalAwesome Network Embedding

A curated list of network embedding techniques.

Dgraph

high-performance graph database for real-time use cases

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.

AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Quality
70/100
Strong
100/100
Excellent
100/100
Excellent
74/100
Strong
Decision verdict
72/100
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.

76/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

Adoption2.6K stars
0 installs
22K stars
0 installs
8.8K stars
0 installs
2.2K stars
0 installs
FreshnessDec 8, 2020Jun 11, 2026Jan 28, 2026Nov 22, 2024
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeBrowser automationCoding agents
RAG and knowledgeCoding agentsWorkflow automation
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseBrowser QA agent
RAG knowledge baseContent growth agent
Platform hintsKnowledge Graph, Claude CodeGo, 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 yetRepository looks stale · No 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 require actively maintained dependencies · production agents without a repository review
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Install
$ npx skills add chihming/awesome-network-embedding
$ npx skills add dgraph-io/dgraph
$ npx skills add OpenSPG/KAG
$ npx skills add Accenture/AmpliGraph