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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.

SignalData Engineer Portfolio

This is a repository to demonstrate my details, skills, projects and to keep track of my progression in Data Analytics and Data Science topics.

Airflow

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

Connect

Fancy stream processing made operationally mundane

Pathway

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

Quality
68/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
67/100
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.

Adoption146 stars
0 installs
46K stars
0 installs
8.7K stars
0 installs
63K stars
0 installs
FreshnessApr 14, 2026Jun 20, 2026Jun 19, 2026Jul 2, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Workflow automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsETL, Claude CodePython, ETL, Claude CodeGo, ETL, Claude CodePython, ETL, 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 projectsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add tuanx18/data-engineer-portfolio
$ npx skills add apache/airflow
$ npx skills add redpanda-data/connect
$ npx skills add pathwaycom/pathway