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
Stagewise Knowledge Distillation is the strongest overall pick here because it has a 32/100 readiness score and fits RAG and knowledge.
Strongest overall
Stagewise Knowledge Distillation
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Stagewise Knowledge Distillation
Best first install candidate based on install readiness and adoption.
Freshest repo
Stagewise Knowledge Distillation
Most recent maintenance signal among this shortlist.
| Signal | Stagewise Knowledge Distillation Code implementation of Data Efficient Stagewise Knowledge Distillation paper. |
|---|---|
| Quality | 42/100 Needs review |
| Decision verdict | 32/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 114 stars Verified outcomes are shown on each skill page |
| Freshness | Oct 19, 2020 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Jupyter Notebook, Research, Claude Code |
| Warnings | Repository looks stale · 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 require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add IvLabs/stagewise-knowledge-distillation |