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
Graphify
Most recent maintenance signal among this shortlist.
| Signal | Crawler Norconex Crawlers (or spiders) are flexible web and filesystem crawlers for collecting, parsing, and manipulating data from the web or filesystem to various data repositories such as search engines. | Generative AI For Beginners 21 Lessons, Get Started Building with Generative AI | Graphify AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. | Elasticsearch Free and Open Source, Distributed, RESTful Search Engine |
|---|---|---|---|---|
| Quality | 80/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict |
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. |
100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 202 stars 0 installs | 112K stars 0 installs | 91K stars 0 installs | 77K stars 0 installs |
| Freshness | Jul 14, 2026 | Jun 21, 2026 | Jul 18, 2026 | Jun 16, 2026 |
| Use-case fit |
| Stack fit |
| Platform hints | Java, Search, Claude Code | Jupyter Notebook, Semantic Search, Claude Code, OpenAI Agents | Python, Knowledge Graph, Claude Code, OpenAI Agents, Cursor | Java, Search, Claude Code |
| 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 · builders willing to evaluate younger projects | 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 Norconex/crawler | $ npx skills add microsoft/generative-ai-for-beginners | $ npx skills add safishamsi/graphify | $ npx skills add elastic/elasticsearch |