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 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
CycleISP is the strongest overall pick here because it has a 51/100 readiness score and fits Coding agents.
Strongest overall
CycleISP
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
CycleISP
Best first install candidate based on install readiness and adoption.
Freshest repo
CycleISP
Most recent maintenance signal among this shortlist.
| Signal | CycleISP [CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis |
|---|---|
| Quality | 49/100 Needs review |
| Decision verdict | 51/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 573 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 24, 2024 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Computer Vision, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | 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 |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add swz30/CycleISP |