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
DPED is the strongest overall pick here because it has a 83/100 readiness score and fits Coding agents.
Strongest overall
DPED
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
DPED
Best first install candidate based on install readiness and adoption.
Freshest repo
4KAgent
Most recent maintenance signal among this shortlist.
| Signal | MIRNet [ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement. | MPRNet [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising. | 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 |
|---|---|---|---|---|
| Quality | 50/100 Needs review | 67/100 Promising | 68/100 Promising | 81/100 Strong |
| Decision verdict | 52/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 69/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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. |
| Adoption | 721 stars 0 installs | 1.4K stars 0 installs | 807 stars 0 installs | 1.7K stars 0 installs |
| Freshness | Apr 18, 2024 | Apr 18, 2024 | Sep 24, 2025 | Aug 23, 2025 |
| 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 | Repository looks stale · No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | 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 require actively maintained dependencies · production agents without a repository 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 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 swz30/MIRNet | $ npx skills add swz30/MPRNet | $ npx skills add taco-group/4KAgent | $ npx skills add aiff22/DPED |