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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.

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Decision summary

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

Strongest overall

Trino

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

Fastest prototype

Trino

Best first install candidate based on install readiness and adoption.

Freshest repo

Trino

Most recent maintenance signal among this shortlist.

SignalReal Time Data Warehouse

Real-time Data Warehouse with Apache Flink & Apache Kafka & Apache Hudi

Trino

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

Starrocks

The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.

Debezium

Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.

Quality
42/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
32/100
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.

Adoption120 stars
0 installs
13K stars
0 installs
12K stars
0 installs
13K stars
0 installs
FreshnessDec 15, 2023Jun 20, 2026Jun 20, 2026Jun 12, 2026
Use-case fit
Workflow automationCoding agentsRAG and knowledge
GitHub automationDatabase and SQLCoding agents
Database and SQLBrowser automationCoding agents
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Browser QA agentContent growth agent
Content growth agentCoding review agent
Platform hintsDockerfile, SQL, Claude CodeJava, SQL, Claude CodeJava, SQL, Claude CodeJava, Data Pipeline, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWorkflow automation workflows · Claude Code teams · builders willing to evaluate younger projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsDatabase and SQL 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
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Install
$ npx skills add izhangzhihao/Real-time-Data-Warehouse
$ npx skills add trinodb/trino
$ npx skills add StarRocks/starrocks
$ npx skills add debezium/debezium