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.

Add more skills

Decision summary

Spark is the strongest overall pick here because it has a 100/100 readiness score and fits Database and SQL.

Strongest overall

Spark

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Spark

Best first install candidate based on install readiness and adoption.

Freshest repo

Spark

Most recent maintenance signal among this shortlist.

Signal	Notes Vuepress 使用VuePress构建静态网站 https://github.com/bajins/bajins.github.io ，动态构建 https://github.com/bajins/notes-docsify	Beam Apache Beam is a unified programming model for Batch and Streaming data processing.	Spark Apache Spark - A unified analytics engine for large-scale data processing	Sequelize Feature-rich ORM for modern Node.js and TypeScript, it supports PostgreSQL (with JSON and JSONB support), MySQL, MariaDB, SQLite, MS SQL Server, Snowflake, Oracle DB, DB2 and DB2 for IBM i.
Quality	68/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	67/100 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	145 stars Verified outcomes are shown on each skill page	8.6K stars Verified outcomes are shown on each skill page	44K stars Verified outcomes are shown on each skill page	30K stars Verified outcomes are shown on each skill page
Freshness	Jun 12, 2026	Aug 26, 2026	Sep 9, 2026	Jun 20, 2026
Use-case fit	Web scraping Coding agents Research agents	Research agents Database and SQL	Database and SQL Research agents Data analysis	Database and SQL Research agents Customer support
Workflow fit	Web data pipeline Coding review agent	Research report agent Content growth agent	Research report agent Content growth agent	Research report agent Content growth agent
Platform hints	HTML, SQL, Claude Code	Java, SQL, Claude Code	Scala, SQL, Claude Code	TypeScript, 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	Web scraping workflows · Claude Code teams · builders willing to evaluate younger projects	Research agents workflows · Claude Code teams · teams that value GitHub adoption signals	Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals	Database and SQL 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 bajins/notes-vuepress`	`$ npx skills add apache/beam`	`$ npx skills add apache/spark`	`$ npx skills add sequelize/sequelize`