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.

Add more skills

Decision summary

Pathway is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Pathway

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

Fastest prototype

Pathway

Best first install candidate based on install readiness and adoption.

Freshest repo

Airflow

Most recent maintenance signal among this shortlist.

SignalCQL

Categorical Query Language IDE

Airflow

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

Flink Cdc

Flink CDC is a streaming data integration tool

Pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Quality
72/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
71/100
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.

Adoption354 stars
Verified outcomes are shown on each skill page
47K stars
Verified outcomes are shown on each skill page
6.5K stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
FreshnessJun 20, 2026Aug 25, 2026Aug 25, 2026Jul 2, 2026
Use-case fit
Research agentsWorkflow automationDatabase and SQL
Workflow automationBrowser automationResearch agents
Workflow automationBrowser automationResearch agents
RAG and knowledgeResearch agentsData analysis
Workflow fit
Content growth agentResearch report agent
Content growth agentBrowser QA agent
Content growth agentResearch report agent
RAG knowledge baseResearch report agent
Platform hintsJava, ETL, Claude CodePython, ETL, Claude CodeJava, Data Pipeline, Claude CodePython, ETL, Claude Code
WarningsNo 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 signalsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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
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Install
$ npx skills add CategoricalData/CQL
$ npx skills add apache/airflow
$ npx skills add apache/flink-cdc
$ npx skills add pathwaycom/pathway