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
Ivis is the strongest overall pick here because it has a 55/100 readiness score and fits RAG and knowledge.
Strongest overall
Ivis
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Ivis
Best first install candidate based on install readiness and adoption.
Freshest repo
Ivis
Most recent maintenance signal among this shortlist.
| Signal | Ivis Dimensionality reduction in very large datasets using Siamese Networks |
|---|---|
| Quality | 65/100 Promising |
| Decision verdict | 55/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 344 stars 0 installs |
| Freshness | Nov 10, 2025 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Python, Machine Learning, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge 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 beringresearch/ivis |