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
Supervision is the strongest overall pick here because it has a 100/100 readiness score and fits Multimodal media.
Strongest overall
Supervision
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Supervision
Best first install candidate based on install readiness and adoption.
Freshest repo
Supervision
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! | Supervision We write your reusable computer vision tools. 💜 | SWE Agent SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] | Ml Engineering Machine Learning Engineering Open Book |
|---|---|---|---|---|
| Quality | 68/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 811 stars 0 installs | 44K stars 0 installs | 20K stars 0 installs | 18K stars 0 installs |
| Freshness | Sep 24, 2025 | Jun 16, 2026 | Jun 15, 2026 | May 18, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Computer Vision, Claude Code | Python, Machine Learning, Claude Code | Python, Developer Tools, Claude Code | Python, Machine Learning, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | 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 | Multimodal media 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 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 taco-group/4KAgent | $ npx skills add roboflow/supervision | $ npx skills add SWE-agent/SWE-agent | $ npx skills add stas00/ml-engineering |