Star200+

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

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.

SignalData Engineering HowTo

A list of useful resources to learn Data Engineering from scratch

Airflow

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

Debezium

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

Snowplow

The leader in Customer Data Infrastructure

Quality
71/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
73/100
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.

Adoption4.0K stars
0 installs
46K stars
0 installs
13K stars
0 installs
7.0K stars
0 installs
FreshnessJun 19, 2024Jun 20, 2026Jun 12, 2026Jun 17, 2026
Use-case fit
Coding agentsRAG and knowledgeResearch agents
Workflow automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Coding agentsResearch agentsSports analytics
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentResearch report agent
Platform hintsData Pipeline, Claude CodePython, ETL, Claude CodeJava, Data Pipeline, Claude CodeScala, 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 forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation 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 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
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Install
$ npx skills add adilkhash/Data-Engineering-HowTo
$ npx skills add apache/airflow
$ npx skills add debezium/debezium
$ npx skills add snowplow/snowplow