Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
D3 is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.
Strongest overall
D3
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
D3
Best first install candidate based on install readiness and adoption.
Freshest repo
Data Science For Beginners
Most recent maintenance signal among this shortlist.
| Signal | Veasion Db 一个轻量级持久层ORM框架，该框架提供丰富灵活的数据库操作，框架无需写SQL，支持任意查询或更新。A lightweight ORM persistence layer framework that provides rich and flexible database operations. The framework requires no SQL writing and supports arbitrary queries or updates. | D3 Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada: | Echarts Apache ECharts is a powerful, interactive charting and data visualization library for browser | Data Science For Beginners 10 Weeks, 20 Lessons, Data Science for All! |
|---|---|---|---|---|
| Quality | 55/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 45/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 129 stars Verified outcomes are shown on each skill page | 113K stars Verified outcomes are shown on each skill page | 67K stars Verified outcomes are shown on each skill page | 36K stars Verified outcomes are shown on each skill page |
| Freshness | Nov 3, 2025 | May 28, 2026 | Jun 2, 2026 | Jun 10, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Java, SQL, Claude Code | Shell, Data Visualization, Claude Code | TypeScript, Data Visualization, Claude Code, Browser agents | Jupyter Notebook, Data Analysis, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Data analysis 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 | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add veasion/veasion-db | $ npx skills add d3/d3 | $ npx skills add apache/echarts | $ npx skills add microsoft/Data-Science-For-Beginners |