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
EMLight is the strongest overall pick here because it has a 34/100 readiness score and fits Design and creative.
Strongest overall
EMLight
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
EMLight
Best first install candidate based on install readiness and adoption.
Freshest repo
EMLight
Most recent maintenance signal among this shortlist.
| Signal | EMLight [AAAI 2021] EMLight: Lighting Estimation via Spherical Distribution Approximation, [TIP] GMLight: Lighting Estimation via Geometric Distribution Approximation |
|---|---|
| Quality | 44/100 Needs review |
| Decision verdict | 34/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 172 stars 0 installs |
| Freshness | Nov 27, 2022 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Image Generation, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | Design and creative workflows · Claude Code teams · builders willing to evaluate younger projects |
| 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 fnzhan/EMLight |