Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Sa2VA is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Sa2VA
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
DPED
Best first install candidate based on install readiness and adoption.
Freshest repo
Sa2VA
Most recent maintenance signal among this shortlist.
| Signal | 4KAgent [NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An intelligent computer vision agent that can magically restore any image to perfect-4K! | DPED Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks | RetinexNet A Tensorflow implementation of RetinexNet | Sa2VA Official Repo For Pixel-LLM Codebase: Sa2VA (Arxiv-25), SAMTok (CVPR-26), VRT, SaSaSa2VA (1-st solution for LSVOS) |
|---|---|---|---|---|
| Quality | 68/100 Promising | 81/100 Strong | 55/100 Promising | 100/100 Excellent |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 83/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 57/100 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. |
| Adoption | 807 stars 0 installs | 1.7K stars 0 installs | 792 stars 0 installs | 1.6K stars 0 installs |
| Freshness | Sep 24, 2025 | Aug 23, 2025 | Dec 2, 2020 | Jun 15, 2026 |
| 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 | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | 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 | Coding agents 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 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 |
| 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 taco-group/4KAgent | $ npx skills add aiff22/DPED | $ npx skills add weichen582/RetinexNet | $ npx skills add bytedance/Sa2VA |