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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

Calcite is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Calcite

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

Fastest prototype

Calcite

Best first install candidate based on install readiness and adoption.

Freshest repo

Calcite

Most recent maintenance signal among this shortlist.

SignalMetorikku

A simplified, lightweight ETL Framework based on Apache Spark

Slick

Slick (Scala Language Integrated Connection Kit) is a modern database query and access library for Scala

Hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

Calcite

Apache Calcite

Quality
54/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
56/100
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.

Adoption588 stars
0 installs
2.7K stars
0 installs
2.5K stars
0 installs
5.1K stars
0 installs
FreshnessJan 24, 2024Jun 16, 2026Jun 14, 2026Jun 15, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
Database and SQLCoding agentsRAG and knowledge
Data analysisCoding agentsGitHub automation
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsScala, SQL, Claude CodeScala, SQL, Claude CodeJupyter Notebook, Data Analysis, Claude CodeJava, SQL, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsDatabase and SQL workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository 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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Install
$ npx skills add YotpoLtd/metorikku
$ npx skills add slick/slick
$ npx skills add apache/hamilton
$ npx skills add apache/calcite