Star200+

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

Shardingsphere

Most recent maintenance signal among this shortlist.

SignalExtractor

Use LLMs to robustly extract web data

Airflow

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

Shardingsphere

Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.

Debezium

Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.

Quality
76/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
75/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption318 stars
Verified outcomes are shown on each skill page
46K stars
Verified outcomes are shown on each skill page
21K stars
Verified outcomes are shown on each skill page
13K stars
Verified outcomes are shown on each skill page
FreshnessJun 6, 2026Jun 20, 2026Jun 25, 2026Jun 12, 2026
Use-case fit
Web scrapingDocument processingCoding agents
Workflow automationCoding agentsRAG and knowledge
Coding agentsSports analyticsGitHub automation
GitHub automationCoding agentsRAG and knowledge
Workflow fit
Web data pipelineContent growth agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsTypeScript, Data Pipeline, Claude CodePython, ETL, Claude CodeJava, Data Pipeline, Claude CodeJava, Data Pipeline, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping 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 signalsGitHub 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 lightfeed/extractor
$ npx skills add apache/airflow
$ npx skills add apache/shardingsphere
$ npx skills add debezium/debezium