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

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

Strongest overall

ClickHouse

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

Fastest prototype

ClickHouse

Best first install candidate based on install readiness and adoption.

Freshest repo

ClickHouse

Most recent maintenance signal among this shortlist.

SignalSail

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

Datafusion

Apache DataFusion SQL Query Engine

ClickHouse

ClickHouse® is a real-time analytics database management system

Spark

Apache Spark - A unified analytics engine for large-scale data processing

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption3.0K stars
0 installs
8.9K stars
0 installs
48K stars
0 installs
43K stars
0 installs
FreshnessJun 19, 2026Jun 20, 2026Jun 21, 2026Jun 20, 2026
Use-case fit
Workflow fit
Platform hintsRust, SQL, Claude CodeRust, SQL, Claude CodeC++, SQL, Claude CodeScala, SQL, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsDatabase and SQL workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
0 install copies
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0 install copies
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0 install copies
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0 install copies
Install
$ npx skills add lakehq/sail
$ npx skills add apache/datafusion
$ npx skills add ClickHouse/ClickHouse
$ npx skills add apache/spark