Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
DeepTutor
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
DeepTutor
Best first install candidate based on install readiness and adoption.
Freshest repo
Auto Empirical Research Skills
Most recent maintenance signal among this shortlist.
| Signal | Auto Empirical Research Skills 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP. | DeepTutor DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/. |
|---|---|---|
| Quality | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 3.7K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 1, 2026 | Jun 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Stata, AI Agents, Claude Code, OpenAI Agents | Python, AI Agents, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Research 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 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 brycewang-stanford/Auto-Empirical-Research-Skills | $ npx skills add HKUDS/DeepTutor |