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 2 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Crawl4AI is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.
Strongest overall
Crawl4AI
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Crawl4AI
Best first install candidate based on install readiness and adoption.
Freshest repo
Crawl4AI
Most recent maintenance signal among this shortlist.
| Signal | 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。 | Crawl4AI Open-source LLM-friendly web crawler and scraper |
|---|---|---|
| Quality | 83/100 Strong | 100/100 Excellent |
| Decision verdict | 94/100 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 | 711 stars 0 installs | 73K stars 31K installs |
| Freshness | May 31, 2026 | Jul 15, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | Python, Research, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ziwenhahaha/daily-paper-reader | $ npx skills add unclecode/crawl4ai |