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 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Dataset is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.
Strongest overall
Dataset
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Dataset
Best first install candidate based on install readiness and adoption.
Freshest repo
Pg Activity
Most recent maintenance signal among this shortlist.
| Signal | SmartCharts 🔥数据可视化,大屏, 支持Echarts,SQL,API,VUE,可用于Jupyter, 比pyecharts容易, 极低门槛,拿来即用,比拖拽方便,项目插件或独立平台皆可, 简单, 敏捷, 高效, 通用化, 高度可定制化,为你完全打通前后端, 图形数据联动, 筛选开发毫无压力, 数据缓存处理机制让报表快人一步 | Dataset Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions. | Alembic A database migrations tool for SQLAlchemy. | Pg Activity pg_activity is a top like application for PostgreSQL server activity monitoring. |
|---|---|---|---|---|
| Quality | 68/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 746 stars 0 installs | 4.9K stars 0 installs | 4.2K stars 0 installs | 3.0K stars 0 installs |
| Freshness | Oct 13, 2025 | Apr 12, 2026 | May 31, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, SQL, Claude Code | Python, SQL, Claude Code | Python, SQL, Claude Code | Python, SQL, 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 · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 JohnYan2017/SmartCharts | $ npx skills add pudo/dataset | $ npx skills add sqlalchemy/alembic | $ npx skills add dalibo/pg_activity |