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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

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.

SignalDataEngineeringProject

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.

Doit

CLI task management & automation tool

Quality
72/100
Strong
100/100
Excellent
100/100
Excellent
95/100
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.

Adoption1.4K stars
0 installs
46K stars
0 installs
13K stars
0 installs
2.1K stars
0 installs
FreshnessDec 8, 2022Jun 19, 2026Jun 12, 2026Feb 12, 2026
Use-case fit
RAG and knowledgeCoding agentsResearch agents
Workflow automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Workflow automationGitHub automationCoding agents
Stack fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Data Pipeline, Claude CodePython, ETL, Claude CodeJava, Data Pipeline, Claude CodePython, 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 forRAG and knowledge 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 signalsWorkflow 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
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Install
$ npx skills add damklis/DataEngineeringProject
$ npx skills add apache/airflow
$ npx skills add debezium/debezium
$ npx skills add pydoit/doit