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
Catalyst is the strongest overall pick here because it has a 91/100 readiness score and fits RAG and knowledge.
Strongest overall
Catalyst
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Photo2cartoon
Best first install candidate based on install readiness and adoption.
Freshest repo
DPED
Most recent maintenance signal among this shortlist.
| Signal | DPED Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks | DeblurGAN Image Deblurring using Generative Adversarial Networks | Catalyst Accelerated deep learning R&D | Photo2cartoon 人像卡通化探索项目 (photo-to-cartoon translation project) |
|---|---|---|---|---|
| Quality | 81/100 Strong | 70/100 Strong | 89/100 Excellent | 76/100 Strong |
| Decision verdict | 83/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 72/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 91/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 1.7K stars 0 installs | 2.6K stars 0 installs | 3.4K stars 0 installs | 4.0K stars 0 installs |
| Freshness | Aug 23, 2025 | Dec 25, 2019 | Jun 27, 2025 | Jun 12, 2022 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · 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 | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 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 require actively maintained dependencies · production agents without a repository 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 aiff22/DPED | $ npx skills add KupynOrest/DeblurGAN | $ npx skills add catalyst-team/catalyst | $ npx skills add minivision-ai/photo2cartoon |