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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

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

Strongest overall

Airflow

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

Fastest prototype

Airflow

Best first install candidate based on install readiness and adoption.

Freshest repo

Airflow

Most recent maintenance signal among this shortlist.

SignalJayvee

Jayvee is a domain-specific language and runtime for automated processing of data pipelines

Airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Open Notebook

An Open Source implementation of Notebook LM with more flexibility and features

Debezium

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

Quality
65/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
64/100
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.

Adoption178 stars
0 installs
46K stars
0 installs
32K stars
0 installs
13K stars
0 installs
FreshnessMar 5, 2026Jun 20, 2026Jun 18, 2026Jun 12, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Workflow automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeResearch agents
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsTypeScript, Data Pipeline, Claude CodePython, ETL, Claude CodeTypeScript, Notebook, Claude CodeJava, Data Pipeline, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 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
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Install
$ npx skills add jvalue/jayvee
$ npx skills add apache/airflow
$ npx skills add lfnovo/open-notebook
$ npx skills add debezium/debezium