Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Generative AI For Beginners
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Generative AI For Beginners
Best first install candidate based on install readiness and adoption.
Freshest repo
Meilisearch
Most recent maintenance signal among this shortlist.
| Signal | Meilisearch A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. | Elasticsearch Free and Open Source, Distributed, RESTful Search Engine | 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 | Generative AI For Beginners 21 Lessons, Get Started Building with Generative AI |
|---|---|---|---|---|
| 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 | 59K stars Verified outcomes are shown on each skill page | 77K stars Verified outcomes are shown on each skill page | 44K stars Verified outcomes are shown on each skill page | 112K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 18, 2026 | Jun 16, 2026 | Jun 25, 2026 | Jun 21, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Rust, Semantic Search, Claude Code | Java, Search, Claude Code | Clojure, Knowledge Graph, Claude Code | Jupyter Notebook, Semantic Search, 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 | 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 |
| 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 meilisearch/meilisearch | $ npx skills add elastic/elasticsearch | $ npx skills add logseq/logseq | $ npx skills add microsoft/generative-ai-for-beginners |