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
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Generative AI For Beginners is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
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 | Embedbase A dead-simple API to build LLM-powered apps | 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. | MiroFish A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物 |
|---|---|---|---|---|
| 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 | 524 stars 0 installs | 112K stars 0 installs | 67K stars 0 installs | 66K stars 0 installs |
| Freshness | Nov 27, 2024 | Jun 11, 2026 | Jun 13, 2026 | May 24, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | TypeScript, Vector Search, Claude Code, OpenAI Agents | Jupyter Notebook, Semantic Search, Claude Code, OpenAI Agents | Python, Knowledge Graph, Claude Code, OpenAI Agents, Cursor | Python, Knowledge Graph, 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 | 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 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 different-ai/embedbase | $ npx skills add microsoft/generative-ai-for-beginners | $ npx skills add safishamsi/graphify | $ npx skills add 666ghj/MiroFish |