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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.

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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.

SignalData Story

A visual process builder

Airflow

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

Open Notebook

An Open Source implementation of Notebook LM with more flexibility and features

Pathway

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

Quality
58/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
48/100
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.

Adoption219 stars
0 installs
46K stars
0 installs
32K stars
0 installs
63K stars
0 installs
FreshnessAug 31, 2025Jun 20, 2026Jun 18, 2026Jul 2, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Workflow automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeResearch agents
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsTypeScript, ETL, Claude CodePython, ETL, Claude CodeTypeScript, Notebook, Claude CodePython, ETL, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 ajthinking/data-story
$ npx skills add apache/airflow
$ npx skills add lfnovo/open-notebook
$ npx skills add pathwaycom/pathway