Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Streamlit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Streamlit
Best first install candidate based on install readiness and adoption.
Freshest repo
Notebook
Most recent maintenance signal among this shortlist.
| Signal | Style Transfer CNN image style transfer 🎨. | Notebook Jupyter Interactive Notebook | Streamlit Streamlit — A faster way to build and share data apps. | Open Notebook An Open Source implementation of Notebook LM with more flexibility and features |
|---|---|---|---|---|
| Quality | 51/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 41/100 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 | 279 stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page | 45K stars Verified outcomes are shown on each skill page |
| 32K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 9, 2021 | Jun 19, 2026 | Jun 14, 2026 | Jun 18, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Jupyter Notebook, Notebook, Claude Code | Jupyter Notebook, Notebook, Claude Code | Python, Data Analysis, Claude Code | TypeScript, Notebook, 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 | Multimodal media workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Research agents 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 gsurma/style_transfer | $ npx skills add jupyter/notebook | $ npx skills add streamlit/streamlit | $ npx skills add lfnovo/open-notebook |