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.

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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	DacFx DacFx, SqlPackage, and other SQL development libraries enable declarative database development and database portability across SQL versions and environments. Share feedback here on dacpacs, bacpacs, and SQL projects.	Server Bitwarden infrastructure/backend (API, database, Docker, etc).	Linq2db Linq to database provider.	Spark Apache Spark - A unified analytics engine for large-scale data processing
Quality	78/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	77/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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	451 stars Verified outcomes are shown on each skill page	19K stars Verified outcomes are shown on each skill page	3.3K stars Verified outcomes are shown on each skill page	44K stars Verified outcomes are shown on each skill page
Freshness	Jun 17, 2026	Jun 20, 2026	Jun 17, 2026	Sep 9, 2026
Use-case fit	Database and SQL Research agents	Database and SQL Research agents	Database and SQL Research agents	Database and SQL Research agents Data analysis
Workflow fit	Research report agent Content growth agent	Research report agent Content growth agent	Research report agent Content growth agent	Research report agent Content growth agent
Platform hints	C#, SQL, Claude Code	C#, SQL, Claude Code	C#, SQL, Claude Code	Scala, 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	Database and SQL workflows · Claude Code teams · builders willing to evaluate younger projects	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	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 microsoft/DacFx`	`$ npx skills add bitwarden/server`	`$ npx skills add linq2db/linq2db`	`$ npx skills add apache/spark`