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
Fastdup is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Fastdup
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Fastdup
Best first install candidate based on install readiness and adoption.
Freshest repo
Fastdup
Most recent maintenance signal among this shortlist.
| Signal | Fastdup fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability. |
|---|---|
| Quality | 93/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 1.9K stars 0 installs |
| Freshness | Apr 14, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Machine Learning, Claude Code |
| Warnings | No major risk signals from current metadata |
| Best for | GitHub automation 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 |
| OpenAgentSkill engagement | 2 views 0 install copies |
| Install | $ npx skills add visual-layer/fastdup |