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
ChatPaper is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
ChatPaper
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
ChatPaper
Best first install candidate based on install readiness and adoption.
Freshest repo
Onefilellm
Most recent maintenance signal among this shortlist.
| Signal | Open Webui Tools Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more | Daily Paper Reader 开源的每日 arXiv / OpenReview 论文推荐与 AI 阅读平台，支持 GitHub Actions 自动更新、GitHub Pages 部署与论文问答。 | Onefilellm Specify a github or local repo, github pull request, arXiv or Sci-Hub paper, Youtube transcript or documentation URL on the web and scrape into a text file and clipboard for easier LLM ingestion | ChatPaper Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复 |
|---|---|---|---|---|
| Quality | 86/100 Excellent | 86/100 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. | 97/100 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 | 751 stars 0 installs | 711 stars 0 installs | 2.0K stars 0 installs | 20K stars 0 installs |
| Freshness | Jun 2, 2026 | May 31, 2026 | Jun 12, 2026 | Mar 2, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Research, Claude Code | Python, Research, Claude Code | Python, Research, Claude Code | Python, Research, Claude Code, OpenAI Agents |
| Warnings | No major risk signals from current metadata | 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 | GitHub automation 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 | 5 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add Haervwe/open-webui-tools | $ npx skills add ziwenhahaha/daily-paper-reader | $ npx skills add jimmc414/onefilellm | $ npx skills add kaixindelele/ChatPaper |