OpenAgentSkill
GitHub200+

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.

SignalSetl

A simple Spark-powered ETL framework that just works 🍺

Airflow

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

Connect

Fancy stream processing made operationally mundane

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
53/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
43/100
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.

Adoption185 stars
Verified outcomes are shown on each skill page
47K stars
Verified outcomes are shown on each skill page
8.7K stars
Verified outcomes are shown on each skill page
22K stars
Verified outcomes are shown on each skill page
FreshnessOct 2, 2025Aug 25, 2026Jun 19, 2026Aug 12, 2026
Use-case fit
Research agentsSales and CRM
Workflow automationBrowser automationResearch agents
Research agentsSales and CRM
Data analysisResearch agentsWorkflow automation
Workflow fit
Research report agentContent growth agent
Content growth agentBrowser QA agent
Research report agentContent growth agent
Research report agentContent growth agent
Platform hintsScala, ETL, Claude CodePython, ETL, Claude CodeGo, ETL, Claude CodePython, Data Analysis, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forResearch agents workflows · Claude Code teams · builders willing to evaluate younger projectsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsResearch agents workflows · Claude Code teams · teams that value GitHub adoption signalsData analysis 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 SETL-Framework/setl
$ npx skills add apache/airflow
$ npx skills add redpanda-data/connect
$ npx skills add airbytehq/airbyte