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.

Decision summary

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.

Signal	DataEngineeringProject Example end to end data engineering project.	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.	Airbyte Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
Quality	72/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	74/100 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.
Adoption	1.4K stars Verified outcomes are shown on each skill page	47K stars Verified outcomes are shown on each skill page	13K stars Verified outcomes are shown on each skill page