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
DocsGPT
Most recent maintenance signal among this shortlist.
| Signal | Agency 🕵️♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach. | DocsGPT Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | Generative AI For Beginners 21 Lessons, Get Started Building with Generative AI | PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG |
|---|---|---|---|---|
| Quality | 53/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 55/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 508 stars Verified outcomes are shown on each skill page | 18K stars Verified outcomes are shown on each skill page | 112K stars Verified outcomes are shown on each skill page |
| 34K stars Verified outcomes are shown on each skill page |
| Freshness | Jan 8, 2025 | Sep 14, 2026 | Jun 21, 2026 | Jul 18, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Go, RAG, Claude Code, OpenAI Agents | Python, Semantic Search, Claude Code, OpenAI Agents | Jupyter Notebook, Semantic Search, Claude Code, OpenAI Agents | Python, Vector Search, Claude Code |
| Warnings | Repository looks stale · 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 require actively maintained dependencies · production agents without a repository 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 neurocult/agency | $ npx skills add arc53/DocsGPT | $ npx skills add microsoft/generative-ai-for-beginners | $ npx skills add VectifyAI/PageIndex |