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

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Decision summary

Hello Agents is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Hello Agents

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

Fastest prototype

Hello Agents

Best first install candidate based on install readiness and adoption.

Freshest repo

Graphrag

Most recent maintenance signal among this shortlist.

SignalYoutu Graphrag

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Graphrag

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

Hello Agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Quality
87/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
98/100
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.

Adoption1.2K stars
Verified outcomes are shown on each skill page
37K stars
Verified outcomes are shown on each skill page
34K stars
Verified outcomes are shown on each skill page
59K stars
Verified outcomes are shown on each skill page
FreshnessFeb 26, 2026Jun 18, 2026Jun 18, 2026Jun 11, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
Coding agentsRAG and knowledgeSports analytics
Workflow fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Coding review agentRAG knowledge base
Platform hintsPython, RAG, Claude CodePython, Knowledge Graph, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI AgentsPython, RAG, Claude Code
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 signalsCoding agents 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 TencentCloudADP/youtu-graphrag
$ npx skills add HKUDS/LightRAG
$ npx skills add microsoft/graphrag
$ npx skills add datawhalechina/hello-agents