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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

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

Strongest overall

Logseq

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

Fastest prototype

Logseq

Best first install candidate based on install readiness and adoption.

Freshest repo

Logseq

Most recent maintenance signal among this shortlist.

SignalGrape

🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations

Memary

The Open Source Memory Layer For Autonomous Agents

Llm Graph Builder

Neo4j graph construction from unstructured data using LLMs

Logseq

A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: https://logseq.io/p/NX4mc_ggEV

Quality
54/100
Needs review
75/100
Strong
100/100
Excellent
100/100
Excellent
Decision verdict
56/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

77/100
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.

Adoption635 stars
0 installs
2.6K stars
0 installs
4.8K stars
0 installs
43K stars
0 installs
FreshnessFeb 24, 2024Oct 22, 2024Jun 12, 2026Jun 14, 2026
Use-case fit
RAG and knowledgeSports analyticsCoding agents
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsBrowser automation
RAG and knowledgeGitHub automationCoding agents
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsJupyter Notebook, Knowledge Graph, Claude CodeJupyter Notebook, Knowledge Graph, Claude CodeJupyter Notebook, Knowledge Graph, Claude CodeClojure, Knowledge Graph, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetRepository looks stale · No OpenAgentSkill engagement data yetNo major risk signals from current metadataNo 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 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 review
OpenAgentSkill engagement0 views
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Install
$ npx skills add AnacletoLAB/grape
$ npx skills add kingjulio8238/Memary
$ npx skills add neo4j-labs/llm-graph-builder
$ npx skills add logseq/logseq