Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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.
| Signal | LLMForEverybody 每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈 | Happy Llm 📚 从零开始构建大模型 | 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 | 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. |
| Adoption | 6.7K stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page | 59K stars |
| 34K stars Verified outcomes are shown on each skill page |
| Freshness | May 31, 2026 | May 6, 2026 | Jun 11, 2026 | Jun 18, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Jupyter Notebook, RAG, Claude Code | Jupyter Notebook, RAG, Claude Code | Python, RAG, Claude Code | Python, RAG, Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add luhengshiwo/LLMForEverybody | $ npx skills add datawhalechina/happy-llm | $ npx skills add datawhalechina/hello-agents | $ npx skills add microsoft/graphrag |