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
ChuanhuChatGPT is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
ChuanhuChatGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
ChuanhuChatGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
AMC WebUI
Most recent maintenance signal among this shortlist.
| Signal | Generative AI Docs This repository is deprecated and will be archived | AMC WebUI 面向 Gemini 的 Local-First AI 工作流 WebUI,集成多模态聊天、Canvas、文件处理、实时搜索、代码执行与高级推理。 | Chat Js Production-ready AI chat. Start here and make it your own. Formerly Sparka AI | ChuanhuChatGPT GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. |
|---|---|---|---|---|
| Quality | 95/100 Excellent | 87/100 Excellent | 91/100 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. | 98/100 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 | 2.2K stars 0 installs | 876 stars 0 installs | 1.2K stars 0 installs | 15K stars 0 installs |
| Freshness | Jan 26, 2026 | Jun 15, 2026 | May 8, 2026 | Apr 30, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Jupyter Notebook, Chatbot, Claude Code | TypeScript, Chatbot, Claude Code | TypeScript, Chatbot, Claude Code, OpenAI Agents | Python, Chatbot, 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 | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 google/generative-ai-docs | $ npx skills add yeahhe365/AMC-WebUI | $ npx skills add FranciscoMoretti/chat-js | $ npx skills add GaiZhenbiao/ChuanhuChatGPT |