Star200+

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

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

Strongest overall

Llm App

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

Fastest prototype

Llm App

Best first install candidate based on install readiness and adoption.

Freshest repo

Awesome Opensource AI

Most recent maintenance signal among this shortlist.

SignalLlm App

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Awesome Opensource AI

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

Happy Llm

📚 从零开始构建大模型

Graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption59K stars
Verified outcomes are shown on each skill page
4.6K stars
Verified outcomes are shown on each skill page
32K stars
Verified outcomes are shown on each skill page
34K stars
Verified outcomes are shown on each skill page
FreshnessJun 10, 2026Aug 18, 2026May 6, 2026Jun 18, 2026
Use-case fit
RAG and knowledgeLocal desktopCoding agents
RAG and knowledgeGitHub automationCoding agents
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
Workflow fit
RAG knowledge baseCoding review agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Platform hintsJupyter Notebook, RAG, Claude CodePython, RAG, Claude CodeJupyter Notebook, RAG, Claude CodePython, RAG, Claude Code, OpenAI Agents
WarningsNo 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 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 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 pathwaycom/llm-app
$ npx skills add alvinreal/awesome-opensource-ai
$ npx skills add datawhalechina/happy-llm
$ npx skills add microsoft/graphrag