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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

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

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

Pathway

Most recent maintenance signal among this shortlist.

SignalPatterns Devkit

Data pipelines from re-usable components

Pathway

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

Airflow

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

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
59/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
49/100
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.

Adoption107 stars
0 installs
63K stars
0 installs
46K stars
0 installs
21K stars
0 installs
FreshnessNov 12, 2025Jul 2, 2026Jun 20, 2026Jun 14, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Workflow automationCoding agentsRAG and knowledge
Workflow automationDatabase and SQLLocal desktop
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, SQL, Claude CodePython, ETL, Claude CodePython, ETL, Claude CodePython, Data Analysis, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsWorkflow 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 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 patterns-app/patterns-devkit
$ npx skills add pathwaycom/pathway
$ npx skills add apache/airflow
$ npx skills add airbytehq/airbyte