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
Reconstruction Alignment is the strongest overall pick here because it has a 79/100 readiness score and fits GitHub automation.
Strongest overall
Reconstruction Alignment
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
Reconstruction Alignment
Best first install candidate based on install readiness and adoption.
Freshest repo
Reconstruction Alignment
Most recent maintenance signal among this shortlist.
| Signal | Reconstruction Alignment [ICLR 2026] Official repo of paper "Reconstruction Alignment Improves Unified Multimodal Models". Unlocking the Massive Zero-shot Potential in Unified Multimodal Models through Self-supervised Learning. |
|---|---|
| Quality | 80/100 Strong |
| Decision verdict | 79/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 406 stars 0 installs |
| Freshness | May 23, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, Image Generation, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add HorizonWind2004/reconstruction-alignment |